From 05ab0f28e5a1305cc1bfd8395ebadf72d347e2c6 Mon Sep 17 00:00:00 2001 From: Claude Date: Sat, 25 Oct 2025 11:38:11 +0000 Subject: [PATCH 1/3] Add Trend Insights Platform expansion pack with Internet Pipes methodology MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Built comprehensive trend discovery and analysis system featuring: - Trend Analyst agent with Internet Pipes expertise - 6 specialized tasks: discover-trends, analyze-single-trend, generate-trend-report, compare-trends, forecast-trend, explore-niches - 3 YAML templates for structured trend reporting - 4 data resources: Internet Pipes framework, data sources catalog, validation checklist, trend categories - Example demo report analyzing glowing sunscreen, butterfly pea tea, air quality monitors, and permanent jewelry - Web bundles for IDE and web UI deployment The Internet Pipes methodology enables discovering emerging trends by analyzing billions of digital footprints (searches, social media, purchases) across the web - revealing what people actually want before competitors do. Features: - Multi-source validation (search, social, commerce) - Fad vs. trend assessment - Opportunity scoring and niche discovery - Strategic recommendations for entrepreneurs, creators, and investors - Comprehensive validation checklists Example use cases: - Discover product opportunities before mainstream - Identify underserved market segments - Generate data-backed content strategies - Validate business ideas with real-time signals - Time market entry for optimal positioning 🤖 Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude --- dist/agents/analyst.txt | 12 +- dist/agents/architect.txt | 16 +- dist/agents/bmad-master.txt | 50 +- dist/agents/bmad-orchestrator.txt | 7 + dist/agents/dev.txt | 7 +- dist/agents/pm.txt | 10 + dist/agents/po.txt | 8 +- dist/agents/qa.txt | 12 +- dist/agents/sm.txt | 4 + dist/agents/ux-expert.txt | 4 + .../agents/game-designer.txt | 6 + .../agents/game-developer.txt | 3 + .../agents/game-sm.txt | 3 + .../teams/phaser-2d-nodejs-game-team.txt | 27 +- .../agents/game-architect.txt | 9 + .../agents/game-designer.txt | 8 + .../agents/game-developer.txt | 5 +- .../bmad-2d-unity-game-dev/agents/game-sm.txt | 4 + .../teams/unity-2d-game-team.txt | 38 +- .../agents/beta-reader.txt | 9 + .../agents/character-psychologist.txt | 8 + .../agents/dialog-specialist.txt | 7 + .../bmad-creative-writing/agents/editor.txt | 8 + .../agents/genre-specialist.txt | 10 + .../agents/narrative-designer.txt | 8 + .../agents/plot-architect.txt | 7 + .../agents/world-builder.txt | 9 + .../teams/agent-team.txt | 85 + .../bmad-godot-game-dev/agents/game-qa.txt | 5 +- .../teams/godot-game-team.txt | 5 +- .../agents/infra-devops-platform.txt | 5 + .../agents/trend-analyst.txt | 5366 +++++++++++++++++ dist/teams/team-all.txt | 85 +- dist/teams/team-fullstack.txt | 69 +- dist/teams/team-ide-minimal.txt | 32 +- dist/teams/team-no-ui.txt | 46 +- .../bmad-trend-insights-platform/README.md | 289 + .../agents/trend-analyst.md | 132 + .../data/internet-pipes-framework.md | 494 ++ .../data/trend-categories.md | 609 ++ .../data/trend-data-sources.md | 630 ++ .../data/trend-validation-checklist.md | 516 ++ .../examples/internet-pipes-demo-report.md | 608 ++ .../tasks/analyze-single-trend.md | 347 ++ .../tasks/compare-trends.md | 361 ++ .../tasks/discover-trends.md | 147 + .../tasks/explore-niches.md | 524 ++ .../tasks/forecast-trend.md | 512 ++ .../tasks/generate-trend-report.md | 446 ++ .../templates/niche-opportunity-tmpl.yaml | 422 ++ .../templates/trend-analysis-tmpl.yaml | 433 ++ .../templates/trend-report-tmpl.yaml | 369 ++ package-lock.json | 4 +- 53 files changed, 12731 insertions(+), 109 deletions(-) create mode 100644 dist/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.txt create mode 100644 expansion-packs/bmad-trend-insights-platform/README.md create mode 100644 expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.md create mode 100644 expansion-packs/bmad-trend-insights-platform/data/internet-pipes-framework.md create mode 100644 expansion-packs/bmad-trend-insights-platform/data/trend-categories.md create mode 100644 expansion-packs/bmad-trend-insights-platform/data/trend-data-sources.md create mode 100644 expansion-packs/bmad-trend-insights-platform/data/trend-validation-checklist.md create mode 100644 expansion-packs/bmad-trend-insights-platform/examples/internet-pipes-demo-report.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/analyze-single-trend.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/compare-trends.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/discover-trends.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/explore-niches.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/forecast-trend.md create mode 100644 expansion-packs/bmad-trend-insights-platform/tasks/generate-trend-report.md create mode 100644 expansion-packs/bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml create mode 100644 expansion-packs/bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml create mode 100644 expansion-packs/bmad-trend-insights-platform/templates/trend-report-tmpl.yaml diff --git a/dist/agents/analyst.txt b/dist/agents/analyst.txt index 322f94201..e013ed99a 100644 --- a/dist/agents/analyst.txt +++ b/dist/agents/analyst.txt @@ -105,6 +105,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -226,6 +227,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -508,6 +510,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -613,6 +616,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -959,10 +963,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-core/tasks/document-project.md ==================== ==================== START: .bmad-core/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-core/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -2050,6 +2055,7 @@ sections: ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -2152,6 +2158,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -2860,6 +2867,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion diff --git a/dist/agents/architect.txt b/dist/agents/architect.txt index 778054fa1..57371ba10 100644 --- a/dist/agents/architect.txt +++ b/dist/agents/architect.txt @@ -106,6 +106,7 @@ dependencies: ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -388,6 +389,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -493,6 +495,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -840,6 +843,7 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -1694,8 +1698,8 @@ sections: - **UI/UX Consistency:** {{ui_compatibility}} - **Performance Impact:** {{performance_constraints}} - - id: tech-stack-alignment - title: Tech Stack Alignment + - id: tech-stack + title: Tech Stack instruction: | Ensure new components align with existing technology choices: @@ -1857,8 +1861,8 @@ sections: **Error Handling:** {{error_handling_strategy}} - - id: source-tree-integration - title: Source Tree Integration + - id: source-tree + title: Source Tree instruction: | Define how new code will integrate with existing project structure: @@ -1927,7 +1931,7 @@ sections: **Monitoring:** {{monitoring_approach}} - id: coding-standards - title: Coding Standards and Conventions + title: Coding Standards instruction: | Ensure new code follows existing project conventions: @@ -3113,6 +3117,7 @@ sections: ==================== START: .bmad-core/checklists/architect-checklist.md ==================== + # Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Architect to validate the technical design and architecture before development execution. The Architect should systematically work through each item, ensuring the architecture is robust, scalable, secure, and aligned with the product requirements. @@ -3555,6 +3560,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/agents/bmad-master.txt b/dist/agents/bmad-master.txt index 36c8b8545..877b2ca4e 100644 --- a/dist/agents/bmad-master.txt +++ b/dist/agents/bmad-master.txt @@ -117,17 +117,18 @@ dependencies: - project-brief-tmpl.yaml - story-tmpl.yaml workflows: - - brownfield-fullstack.md - - brownfield-service.md - - brownfield-ui.md - - greenfield-fullstack.md - - greenfield-service.md - - greenfield-ui.md + - brownfield-fullstack.yaml + - brownfield-service.yaml + - brownfield-ui.yaml + - greenfield-fullstack.yaml + - greenfield-service.yaml + - greenfield-ui.yaml ``` ==================== END: .bmad-core/agents/bmad-master.md ==================== ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -249,6 +250,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/brownfield-create-epic.md ==================== + # Create Brownfield Epic Task ## Purpose @@ -413,6 +415,7 @@ The epic creation is successful when: ==================== START: .bmad-core/tasks/brownfield-create-story.md ==================== + # Create Brownfield Story Task ## Purpose @@ -564,6 +567,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -638,6 +642,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -920,6 +925,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -1025,6 +1031,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/create-next-story.md ==================== + # Create Next Story Task ## Purpose @@ -1141,6 +1148,7 @@ ALWAYS cite source documents: `[Source: architecture/{filename}.md#{section}]` ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -1488,6 +1496,7 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -1577,10 +1586,11 @@ The LLM will: ==================== END: .bmad-core/tasks/execute-checklist.md ==================== ==================== START: .bmad-core/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-core/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -1718,6 +1728,7 @@ Generate structured document with these sections: ==================== START: .bmad-core/tasks/generate-ai-frontend-prompt.md ==================== + # Create AI Frontend Prompt Task ## Purpose @@ -1773,6 +1784,7 @@ You will now synthesize the inputs and the above principles into a final, compre ==================== START: .bmad-core/tasks/index-docs.md ==================== + # Index Documentation Task ## Purpose @@ -1950,6 +1962,7 @@ Would you like to proceed with documentation indexing? Please provide the requir ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -2903,8 +2916,8 @@ sections: - **UI/UX Consistency:** {{ui_compatibility}} - **Performance Impact:** {{performance_constraints}} - - id: tech-stack-alignment - title: Tech Stack Alignment + - id: tech-stack + title: Tech Stack instruction: | Ensure new components align with existing technology choices: @@ -3066,8 +3079,8 @@ sections: **Error Handling:** {{error_handling_strategy}} - - id: source-tree-integration - title: Source Tree Integration + - id: source-tree + title: Source Tree instruction: | Define how new code will integrate with existing project structure: @@ -3136,7 +3149,7 @@ sections: **Monitoring:** {{monitoring_approach}} - id: coding-standards - title: Coding Standards and Conventions + title: Coding Standards instruction: | Ensure new code follows existing project conventions: @@ -6097,6 +6110,7 @@ sections: ==================== START: .bmad-core/checklists/architect-checklist.md ==================== + # Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Architect to validate the technical design and architecture before development execution. The Architect should systematically work through each item, ensuring the architecture is robust, scalable, secure, and aligned with the product requirements. @@ -6539,6 +6553,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -6725,6 +6740,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/pm-checklist.md ==================== + # Product Manager (PM) Requirements Checklist This checklist serves as a comprehensive framework to ensure the Product Requirements Document (PRD) and Epic definitions are complete, well-structured, and appropriately scoped for MVP development. The PM should systematically work through each item during the product definition process. @@ -7099,6 +7115,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. @@ -7535,6 +7552,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/checklists/story-dod-checklist.md ==================== + # Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent @@ -7633,6 +7651,7 @@ Be honest - it's better to flag issues now than have them discovered later.]] ==================== START: .bmad-core/checklists/story-draft-checklist.md ==================== + # Story Draft Checklist The Scrum Master should use this checklist to validate that each story contains sufficient context for a developer agent to implement it successfully, while assuming the dev agent has reasonable capabilities to figure things out. @@ -7790,6 +7809,7 @@ Be pragmatic - perfect documentation doesn't exist, but it must be enough to pro ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -7892,6 +7912,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -8600,6 +8621,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -8640,6 +8662,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -8798,6 +8821,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/agents/bmad-orchestrator.txt b/dist/agents/bmad-orchestrator.txt index 4e5c7f1d8..0b0ca38a1 100644 --- a/dist/agents/bmad-orchestrator.txt +++ b/dist/agents/bmad-orchestrator.txt @@ -168,6 +168,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -289,6 +290,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -394,6 +396,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -473,6 +476,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -575,6 +579,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -1283,6 +1288,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1441,6 +1447,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. diff --git a/dist/agents/dev.txt b/dist/agents/dev.txt index d423cde33..6bc6e8e22 100644 --- a/dist/agents/dev.txt +++ b/dist/agents/dev.txt @@ -64,6 +64,7 @@ persona: focus: Executing story tasks with precision, updating Dev Agent Record sections only, maintaining minimal context overhead core_principles: - CRITICAL: Story has ALL info you will need aside from what you loaded during the startup commands. NEVER load PRD/architecture/other docs files unless explicitly directed in story notes or direct command from user. + - CRITICAL: ALWAYS check current folder structure before starting your story tasks, don't create new working directory if it already exists. Create new one when you're sure it's a brand new project. - CRITICAL: ONLY update story file Dev Agent Record sections (checkboxes/Debug Log/Completion Notes/Change Log) - CRITICAL: FOLLOW THE develop-story command when the user tells you to implement the story - Numbered Options - Always use numbered lists when presenting choices to the user @@ -94,6 +95,7 @@ dependencies: ==================== START: .bmad-core/tasks/apply-qa-fixes.md ==================== + # apply-qa-fixes Implement fixes based on QA results (gate and assessments) for a specific story. This task is for the Dev agent to systematically consume QA outputs and apply code/test changes while only updating allowed sections in the story file. @@ -246,6 +248,7 @@ Fix plan: ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -336,6 +339,7 @@ The LLM will: ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -357,7 +361,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -474,6 +478,7 @@ Provide a structured validation report including: ==================== START: .bmad-core/checklists/story-dod-checklist.md ==================== + # Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent diff --git a/dist/agents/pm.txt b/dist/agents/pm.txt index 05062a675..2464ecc1f 100644 --- a/dist/agents/pm.txt +++ b/dist/agents/pm.txt @@ -105,6 +105,7 @@ dependencies: ==================== START: .bmad-core/tasks/brownfield-create-epic.md ==================== + # Create Brownfield Epic Task ## Purpose @@ -269,6 +270,7 @@ The epic creation is successful when: ==================== START: .bmad-core/tasks/brownfield-create-story.md ==================== + # Create Brownfield Story Task ## Purpose @@ -420,6 +422,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -494,6 +497,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -776,6 +780,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -881,6 +886,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -971,6 +977,7 @@ The LLM will: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -1650,6 +1657,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -1836,6 +1844,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/pm-checklist.md ==================== + # Product Manager (PM) Requirements Checklist This checklist serves as a comprehensive framework to ensure the Product Requirements Document (PRD) and Epic definitions are complete, well-structured, and appropriately scoped for MVP development. The PM should systematically work through each item during the product definition process. @@ -2210,6 +2219,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/agents/po.txt b/dist/agents/po.txt index 693714566..ecd502fde 100644 --- a/dist/agents/po.txt +++ b/dist/agents/po.txt @@ -100,6 +100,7 @@ dependencies: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -174,6 +175,7 @@ dependencies: ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -264,6 +266,7 @@ The LLM will: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -453,6 +456,7 @@ Document sharded successfully: ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -474,7 +478,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -732,6 +736,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -918,6 +923,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. diff --git a/dist/agents/qa.txt b/dist/agents/qa.txt index 528529fe7..5a8b0f943 100644 --- a/dist/agents/qa.txt +++ b/dist/agents/qa.txt @@ -55,10 +55,7 @@ agent: id: qa title: Test Architect & Quality Advisor icon: 🧪 - whenToUse: Use for comprehensive test architecture review, quality gate decisions, - and code improvement. Provides thorough analysis including requirements - traceability, risk assessment, and test strategy. - Advisory only - teams choose their quality bar. + whenToUse: Use for comprehensive test architecture review, quality gate decisions, and code improvement. Provides thorough analysis including requirements traceability, risk assessment, and test strategy. Advisory only - teams choose their quality bar. customization: null persona: role: Test Architect with Quality Advisory Authority @@ -111,6 +108,7 @@ dependencies: ==================== START: .bmad-core/tasks/nfr-assess.md ==================== + # nfr-assess Quick NFR validation focused on the core four: security, performance, reliability, maintainability. @@ -458,6 +456,7 @@ performance_deep_dive: ==================== START: .bmad-core/tasks/qa-gate.md ==================== + # qa-gate Create or update a quality gate decision file for a story based on review findings. @@ -623,6 +622,7 @@ Gate: CONCERNS → qa.qaLocation/gates/{epic}.{story}-{slug}.yml ==================== START: .bmad-core/tasks/review-story.md ==================== + # review-story Perform a comprehensive test architecture review with quality gate decision. This adaptive, risk-aware review creates both a story update and a detailed gate file. @@ -941,6 +941,7 @@ After review: ==================== START: .bmad-core/tasks/risk-profile.md ==================== + # risk-profile Generate a comprehensive risk assessment matrix for a story implementation using probability × impact analysis. @@ -1298,6 +1299,7 @@ Risk profile: qa.qaLocation/assessments/{epic}.{story}-risk-{YYYYMMDD}.md ==================== START: .bmad-core/tasks/test-design.md ==================== + # test-design Create comprehensive test scenarios with appropriate test level recommendations for story implementation. @@ -1476,6 +1478,7 @@ Before finalizing, verify: ==================== START: .bmad-core/tasks/trace-requirements.md ==================== + # trace-requirements Map story requirements to test cases using Given-When-Then patterns for comprehensive traceability. @@ -1991,6 +1994,7 @@ sections: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/agents/sm.txt b/dist/agents/sm.txt index 78ca362e3..6fb61aac4 100644 --- a/dist/agents/sm.txt +++ b/dist/agents/sm.txt @@ -86,6 +86,7 @@ dependencies: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -160,6 +161,7 @@ dependencies: ==================== START: .bmad-core/tasks/create-next-story.md ==================== + # Create Next Story Task ## Purpose @@ -276,6 +278,7 @@ ALWAYS cite source documents: `[Source: architecture/{filename}.md#{section}]` ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -507,6 +510,7 @@ sections: ==================== START: .bmad-core/checklists/story-draft-checklist.md ==================== + # Story Draft Checklist The Scrum Master should use this checklist to validate that each story contains sufficient context for a developer agent to implement it successfully, while assuming the dev agent has reasonable capabilities to figure things out. diff --git a/dist/agents/ux-expert.txt b/dist/agents/ux-expert.txt index a0643d269..cbf7f09fa 100644 --- a/dist/agents/ux-expert.txt +++ b/dist/agents/ux-expert.txt @@ -90,6 +90,7 @@ dependencies: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -195,6 +196,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -285,6 +287,7 @@ The LLM will: ==================== START: .bmad-core/tasks/generate-ai-frontend-prompt.md ==================== + # Create AI Frontend Prompt Task ## Purpose @@ -693,6 +696,7 @@ sections: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-designer.txt b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-designer.txt index 09e8df426..f7cc5db06 100644 --- a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-designer.txt +++ b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-designer.txt @@ -96,6 +96,7 @@ dependencies: ==================== START: .bmad-2d-phaser-game-dev/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -201,6 +202,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-2d-phaser-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -291,6 +293,7 @@ The LLM will: ==================== START: .bmad-2d-phaser-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -585,6 +588,7 @@ This task provides a comprehensive toolkit of creative brainstorming techniques ==================== START: .bmad-2d-phaser-game-dev/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -867,6 +871,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-2d-phaser-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -2176,6 +2181,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness diff --git a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-developer.txt b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-developer.txt index 0f524c185..d37471c77 100644 --- a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-developer.txt +++ b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-developer.txt @@ -103,6 +103,7 @@ dependencies: ==================== START: .bmad-2d-phaser-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -810,6 +811,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done Checklist ## Story Completeness @@ -974,6 +976,7 @@ _Any specific concerns, recommendations, or clarifications needed before develop ==================== START: .bmad-2d-phaser-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines ## Overview diff --git a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-sm.txt b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-sm.txt index 7095db2d5..2e969a1ac 100644 --- a/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-sm.txt +++ b/dist/expansion-packs/bmad-2d-phaser-game-dev/agents/game-sm.txt @@ -89,6 +89,7 @@ dependencies: ==================== START: .bmad-2d-phaser-game-dev/tasks/create-game-story.md ==================== + # Create Game Development Story Task ## Purpose @@ -309,6 +310,7 @@ This task ensures game development stories are immediately actionable and enable ==================== START: .bmad-2d-phaser-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -656,6 +658,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done Checklist ## Story Completeness diff --git a/dist/expansion-packs/bmad-2d-phaser-game-dev/teams/phaser-2d-nodejs-game-team.txt b/dist/expansion-packs/bmad-2d-phaser-game-dev/teams/phaser-2d-nodejs-game-team.txt index 99c6d0382..ab4a91aa7 100644 --- a/dist/expansion-packs/bmad-2d-phaser-game-dev/teams/phaser-2d-nodejs-game-team.txt +++ b/dist/expansion-packs/bmad-2d-phaser-game-dev/teams/phaser-2d-nodejs-game-team.txt @@ -414,6 +414,7 @@ dependencies: ==================== START: .bmad-2d-phaser-game-dev/data/bmad-kb.md ==================== + # Game Development BMad Knowledge Base ## Overview @@ -668,6 +669,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-phaser-game-dev/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -708,6 +710,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-phaser-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -822,6 +825,7 @@ The questions and perspectives offered should always consider: ==================== START: .bmad-2d-phaser-game-dev/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -1104,6 +1108,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-2d-phaser-game-dev/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -1209,6 +1214,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-2d-phaser-game-dev/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -1555,10 +1561,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-2d-phaser-game-dev/tasks/document-project.md ==================== ==================== START: .bmad-2d-phaser-game-dev/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-2d-phaser-game-dev/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -2646,6 +2653,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -2804,6 +2812,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -2883,6 +2892,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-2d-phaser-game-dev/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -2956,6 +2966,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-2d-phaser-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -3046,6 +3057,7 @@ The LLM will: ==================== START: .bmad-2d-phaser-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -4535,6 +4547,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness @@ -5357,6 +5370,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done Checklist ## Story Completeness @@ -5521,6 +5535,7 @@ _Any specific concerns, recommendations, or clarifications needed before develop ==================== START: .bmad-2d-phaser-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines ## Overview @@ -6172,6 +6187,7 @@ These guidelines ensure consistent, high-quality game development that meets per ==================== START: .bmad-2d-phaser-game-dev/tasks/create-game-story.md ==================== + # Create Game Development Story Task ## Purpose @@ -8718,6 +8734,7 @@ sections: ==================== START: .bmad-2d-phaser-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -8832,6 +8849,7 @@ The questions and perspectives offered should always consider: ==================== START: .bmad-2d-phaser-game-dev/tasks/create-game-story.md ==================== + # Create Game Development Story Task ## Purpose @@ -9052,6 +9070,7 @@ This task ensures game development stories are immediately actionable and enable ==================== START: .bmad-2d-phaser-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -9346,6 +9365,7 @@ This task provides a comprehensive toolkit of creative brainstorming techniques ==================== START: .bmad-2d-phaser-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness @@ -9551,6 +9571,7 @@ _Outline immediate next actions for the team based on this assessment._ ==================== START: .bmad-2d-phaser-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done Checklist ## Story Completeness @@ -10081,6 +10102,7 @@ workflow: ==================== START: .bmad-2d-phaser-game-dev/data/bmad-kb.md ==================== + # Game Development BMad Knowledge Base ## Overview @@ -10335,6 +10357,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-phaser-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines ## Overview diff --git a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-architect.txt b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-architect.txt index cbb79e4bf..e8653a1c9 100644 --- a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-architect.txt +++ b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-architect.txt @@ -104,6 +104,7 @@ dependencies: ==================== START: .bmad-2d-unity-game-dev/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -209,6 +210,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-2d-unity-game-dev/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -491,6 +493,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-2d-unity-game-dev/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -680,6 +683,7 @@ Document sharded successfully: ==================== START: .bmad-2d-unity-game-dev/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -1027,6 +1031,7 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== START: .bmad-2d-unity-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -1117,6 +1122,7 @@ The LLM will: ==================== START: .bmad-2d-unity-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -2265,6 +2271,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-architect-checklist.md ==================== + # Game Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Game Architect to validate the technical design and architecture before game development execution. The Game Architect should systematically work through each item, ensuring the game architecture is robust, scalable, performant, and aligned with the Game Design Document requirements. @@ -2660,6 +2667,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-2d-unity-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines (Unity & C#) ## Overview @@ -3250,6 +3258,7 @@ These guidelines ensure consistent, high-quality game development that meets per ==================== START: .bmad-2d-unity-game-dev/data/bmad-kb.md ==================== + # BMad Knowledge Base - 2D Unity Game Development ## Overview diff --git a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-designer.txt b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-designer.txt index 5002ee375..25988493d 100644 --- a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-designer.txt +++ b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-designer.txt @@ -101,6 +101,7 @@ dependencies: ==================== START: .bmad-2d-unity-game-dev/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -206,6 +207,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-2d-unity-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -296,6 +298,7 @@ The LLM will: ==================== START: .bmad-2d-unity-game-dev/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -485,6 +488,7 @@ Document sharded successfully: ==================== START: .bmad-2d-unity-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -779,6 +783,7 @@ This task provides a comprehensive toolkit of creative brainstorming techniques ==================== START: .bmad-2d-unity-game-dev/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -1061,6 +1066,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-2d-unity-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -2732,6 +2738,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness @@ -2937,6 +2944,7 @@ _Outline immediate next actions for the team based on this assessment._ ==================== START: .bmad-2d-unity-game-dev/data/bmad-kb.md ==================== + # BMad Knowledge Base - 2D Unity Game Development ## Overview diff --git a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-developer.txt b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-developer.txt index 9198b046c..984afe641 100644 --- a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-developer.txt +++ b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-developer.txt @@ -98,6 +98,7 @@ dependencies: ==================== START: .bmad-2d-unity-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -188,6 +189,7 @@ The LLM will: ==================== START: .bmad-2d-unity-game-dev/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -209,7 +211,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -326,6 +328,7 @@ Provide a structured validation report including: ==================== START: .bmad-2d-unity-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent diff --git a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-sm.txt b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-sm.txt index 3fd0711a4..fe9fb7321 100644 --- a/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-sm.txt +++ b/dist/expansion-packs/bmad-2d-unity-game-dev/agents/game-sm.txt @@ -89,6 +89,7 @@ dependencies: ==================== START: .bmad-2d-unity-game-dev/tasks/create-game-story.md ==================== + # Create Game Story Task ## Purpose @@ -277,6 +278,7 @@ This task ensures game development stories are immediately actionable and enable ==================== START: .bmad-2d-unity-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -367,6 +369,7 @@ The LLM will: ==================== START: .bmad-2d-unity-game-dev/tasks/correct-course-game.md ==================== + # Correct Course Task - Game Development ## Purpose @@ -772,6 +775,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-change-checklist.md ==================== + # Game Development Change Navigation Checklist **Purpose:** To systematically guide the Game SM agent and user through analysis and planning when a significant change (performance issue, platform constraint, technical blocker, gameplay feedback) is identified during Unity game development. diff --git a/dist/expansion-packs/bmad-2d-unity-game-dev/teams/unity-2d-game-team.txt b/dist/expansion-packs/bmad-2d-unity-game-dev/teams/unity-2d-game-team.txt index 904b72000..d379a0e1f 100644 --- a/dist/expansion-packs/bmad-2d-unity-game-dev/teams/unity-2d-game-team.txt +++ b/dist/expansion-packs/bmad-2d-unity-game-dev/teams/unity-2d-game-team.txt @@ -478,6 +478,7 @@ dependencies: ==================== START: .bmad-2d-unity-game-dev/data/bmad-kb.md ==================== + # BMad Knowledge Base - 2D Unity Game Development ## Overview @@ -1251,6 +1252,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-unity-game-dev/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -1291,6 +1293,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-unity-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -1405,6 +1408,7 @@ The questions and perspectives offered should always consider: ==================== START: .bmad-2d-unity-game-dev/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -1687,6 +1691,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-2d-unity-game-dev/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -1792,6 +1797,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-2d-unity-game-dev/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -2138,10 +2144,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-2d-unity-game-dev/tasks/document-project.md ==================== ==================== START: .bmad-2d-unity-game-dev/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-2d-unity-game-dev/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -3229,6 +3236,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -3387,6 +3395,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -3466,6 +3475,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-2d-unity-game-dev/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -3539,6 +3549,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-2d-unity-game-dev/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -3629,6 +3640,7 @@ The LLM will: ==================== START: .bmad-2d-unity-game-dev/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -3818,6 +3830,7 @@ Document sharded successfully: ==================== START: .bmad-2d-unity-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -5669,6 +5682,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness @@ -6908,6 +6922,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-architect-checklist.md ==================== + # Game Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Game Architect to validate the technical design and architecture before game development execution. The Game Architect should systematically work through each item, ensuring the game architecture is robust, scalable, performant, and aligned with the Game Design Document requirements. @@ -7303,6 +7318,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-2d-unity-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines (Unity & C#) ## Overview @@ -7893,6 +7909,7 @@ These guidelines ensure consistent, high-quality game development that meets per ==================== START: .bmad-2d-unity-game-dev/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -7914,7 +7931,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -8031,6 +8048,7 @@ Provide a structured validation report including: ==================== START: .bmad-2d-unity-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent @@ -8159,6 +8177,7 @@ Be honest - it's better to flag issues now than have them discovered during play ==================== START: .bmad-2d-unity-game-dev/tasks/create-game-story.md ==================== + # Create Game Story Task ## Purpose @@ -8347,6 +8366,7 @@ This task ensures game development stories are immediately actionable and enable ==================== START: .bmad-2d-unity-game-dev/tasks/correct-course-game.md ==================== + # Correct Course Task - Game Development ## Purpose @@ -8752,6 +8772,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/checklists/game-change-checklist.md ==================== + # Game Development Change Navigation Checklist **Purpose:** To systematically guide the Game SM agent and user through analysis and planning when a significant change (performance issue, platform constraint, technical blocker, gameplay feedback) is identified during Unity game development. @@ -11810,6 +11831,7 @@ sections: ==================== START: .bmad-2d-unity-game-dev/tasks/advanced-elicitation.md ==================== + # Advanced Game Design Elicitation Task ## Purpose @@ -11924,6 +11946,7 @@ The questions and perspectives offered should always consider: ==================== START: .bmad-2d-unity-game-dev/tasks/correct-course-game.md ==================== + # Correct Course Task - Game Development ## Purpose @@ -12069,6 +12092,7 @@ Based on the analysis and agreed path forward: ==================== START: .bmad-2d-unity-game-dev/tasks/create-game-story.md ==================== + # Create Game Story Task ## Purpose @@ -12257,6 +12281,7 @@ This task ensures game development stories are immediately actionable and enable ==================== START: .bmad-2d-unity-game-dev/tasks/game-design-brainstorming.md ==================== + # Game Design Brainstorming Techniques Task This task provides a comprehensive toolkit of creative brainstorming techniques specifically designed for game design ideation and innovative thinking. The game designer can use these techniques to facilitate productive brainstorming sessions focused on game mechanics, player experience, and creative concepts. @@ -12551,6 +12576,7 @@ This task provides a comprehensive toolkit of creative brainstorming techniques ==================== START: .bmad-2d-unity-game-dev/tasks/validate-game-story.md ==================== + # Validate Game Story Task ## Purpose @@ -12755,6 +12781,7 @@ Based on validation results, provide specific recommendations for: ==================== START: .bmad-2d-unity-game-dev/checklists/game-architect-checklist.md ==================== + # Game Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Game Architect to validate the technical design and architecture before game development execution. The Game Architect should systematically work through each item, ensuring the game architecture is robust, scalable, performant, and aligned with the Game Design Document requirements. @@ -13150,6 +13177,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-2d-unity-game-dev/checklists/game-change-checklist.md ==================== + # Game Development Change Navigation Checklist **Purpose:** To systematically guide the Game SM agent and user through analysis and planning when a significant change (performance issue, platform constraint, technical blocker, gameplay feedback) is identified during Unity game development. @@ -13357,6 +13385,7 @@ Keep it technically precise and actionable.]] ==================== START: .bmad-2d-unity-game-dev/checklists/game-design-checklist.md ==================== + # Game Design Document Quality Checklist ## Document Completeness @@ -13562,6 +13591,7 @@ _Outline immediate next actions for the team based on this assessment._ ==================== START: .bmad-2d-unity-game-dev/checklists/game-story-dod-checklist.md ==================== + # Game Development Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent @@ -14056,6 +14086,7 @@ workflow: ==================== START: .bmad-2d-unity-game-dev/data/bmad-kb.md ==================== + # BMad Knowledge Base - 2D Unity Game Development ## Overview @@ -14829,6 +14860,7 @@ This knowledge base provides the foundation for effective game development using ==================== START: .bmad-2d-unity-game-dev/data/development-guidelines.md ==================== + # Game Development Guidelines (Unity & C#) ## Overview diff --git a/dist/expansion-packs/bmad-creative-writing/agents/beta-reader.txt b/dist/expansion-packs/bmad-creative-writing/agents/beta-reader.txt index ac89f03e7..8342a8e2f 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/beta-reader.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/beta-reader.txt @@ -117,6 +117,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -222,6 +223,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/provide-feedback.md ==================== + # ------------------------------------------------------------ # 5. Provide Feedback (Beta) @@ -248,6 +250,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/quick-feedback.md ==================== + # ------------------------------------------------------------ # 13. Quick Feedback (Serial) @@ -272,6 +275,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/analyze-reader-feedback.md ==================== + # ------------------------------------------------------------ # 16. Analyze Reader Feedback @@ -297,6 +301,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -387,6 +392,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -608,6 +614,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/beta-feedback-closure-checklist.md ==================== + # ------------------------------------------------------------ # 6. Beta‑Feedback Closure Checklist @@ -633,6 +640,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -844,6 +852,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-creative-writing/agents/character-psychologist.txt b/dist/expansion-packs/bmad-creative-writing/agents/character-psychologist.txt index eda103aae..2c49b7003 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/character-psychologist.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/character-psychologist.txt @@ -116,6 +116,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -221,6 +222,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/develop-character.md ==================== + # ------------------------------------------------------------ # 3. Develop Character @@ -247,6 +249,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/workshop-dialog.md ==================== + # Workshop Dialog ## Purpose @@ -313,6 +316,7 @@ Refined dialog with stronger voices and dramatic impact ==================== START: .bmad-creative-writing/tasks/character-depth-pass.md ==================== + # ------------------------------------------------------------ # 9. Character Depth Pass @@ -337,6 +341,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -427,6 +432,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -643,6 +649,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/character-consistency-checklist.md ==================== + # ------------------------------------------------------------ # 1. Character Consistency Checklist @@ -668,6 +675,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview diff --git a/dist/expansion-packs/bmad-creative-writing/agents/dialog-specialist.txt b/dist/expansion-packs/bmad-creative-writing/agents/dialog-specialist.txt index fea7f2b15..1ac8c56fa 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/dialog-specialist.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/dialog-specialist.txt @@ -115,6 +115,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -220,6 +221,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/workshop-dialog.md ==================== + # Workshop Dialog ## Purpose @@ -286,6 +288,7 @@ Refined dialog with stronger voices and dramatic impact ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -376,6 +379,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -592,6 +596,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/comedic-timing-checklist.md ==================== + # ------------------------------------------------------------ # 23. Comedic Timing & Humor Checklist @@ -617,6 +622,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -828,6 +834,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-creative-writing/agents/editor.txt b/dist/expansion-packs/bmad-creative-writing/agents/editor.txt index 9e19ce410..7e9310449 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/editor.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/editor.txt @@ -116,6 +116,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -221,6 +222,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/final-polish.md ==================== + # ------------------------------------------------------------ # 14. Final Polish @@ -246,6 +248,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/incorporate-feedback.md ==================== + # ------------------------------------------------------------ # 6. Incorporate Feedback @@ -273,6 +276,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -363,6 +367,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -569,6 +574,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/line-edit-quality-checklist.md ==================== + # ------------------------------------------------------------ # 4. Line‑Edit Quality Checklist @@ -594,6 +600,7 @@ items: ==================== START: .bmad-creative-writing/checklists/publication-readiness-checklist.md ==================== + # ------------------------------------------------------------ # 5. Publication Readiness Checklist @@ -619,6 +626,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview diff --git a/dist/expansion-packs/bmad-creative-writing/agents/genre-specialist.txt b/dist/expansion-packs/bmad-creative-writing/agents/genre-specialist.txt index bf3715b2f..e07459d5f 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/genre-specialist.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/genre-specialist.txt @@ -118,6 +118,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -223,6 +224,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/analyze-story-structure.md ==================== + # Analyze Story Structure ## Purpose @@ -292,6 +294,7 @@ Comprehensive structural analysis with actionable recommendations ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -382,6 +385,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -602,6 +606,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/genre-tropes-checklist.md ==================== + # ------------------------------------------------------------ # 10. Genre Tropes Checklist (General) @@ -626,6 +631,7 @@ items: ==================== START: .bmad-creative-writing/checklists/fantasy-magic-system-checklist.md ==================== + # ------------------------------------------------------------ # 17. Fantasy Magic System Consistency Checklist @@ -651,6 +657,7 @@ items: ==================== START: .bmad-creative-writing/checklists/scifi-technology-plausibility-checklist.md ==================== + # ------------------------------------------------------------ # 15. Sci‑Fi Technology Plausibility Checklist @@ -675,6 +682,7 @@ items: ==================== START: .bmad-creative-writing/checklists/romance-emotional-beats-checklist.md ==================== + # ------------------------------------------------------------ # 12. Romance Emotional Beats Checklist @@ -700,6 +708,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -911,6 +920,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-creative-writing/agents/narrative-designer.txt b/dist/expansion-packs/bmad-creative-writing/agents/narrative-designer.txt index 9d4ff9a24..569334e0d 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/narrative-designer.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/narrative-designer.txt @@ -116,6 +116,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -221,6 +222,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/outline-scenes.md ==================== + # ------------------------------------------------------------ # 11. Outline Scenes @@ -246,6 +248,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/generate-scene-list.md ==================== + # ------------------------------------------------------------ # 10. Generate Scene List @@ -271,6 +274,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -361,6 +365,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -540,6 +545,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/plot-structure-checklist.md ==================== + # Plot Structure Checklist ## Opening @@ -601,6 +607,7 @@ sections: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -812,6 +819,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-creative-writing/agents/plot-architect.txt b/dist/expansion-packs/bmad-creative-writing/agents/plot-architect.txt index c70e99b33..b3eba8850 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/plot-architect.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/plot-architect.txt @@ -118,6 +118,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -223,6 +224,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/analyze-story-structure.md ==================== + # Analyze Story Structure ## Purpose @@ -292,6 +294,7 @@ Comprehensive structural analysis with actionable recommendations ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -382,6 +385,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -826,6 +830,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/plot-structure-checklist.md ==================== + # Plot Structure Checklist ## Opening @@ -887,6 +892,7 @@ sections: ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure @@ -956,6 +962,7 @@ sections: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview diff --git a/dist/expansion-packs/bmad-creative-writing/agents/world-builder.txt b/dist/expansion-packs/bmad-creative-writing/agents/world-builder.txt index d0ecd85cc..2d9fb160c 100644 --- a/dist/expansion-packs/bmad-creative-writing/agents/world-builder.txt +++ b/dist/expansion-packs/bmad-creative-writing/agents/world-builder.txt @@ -117,6 +117,7 @@ Remember to present all options as numbered lists for easy selection. ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -222,6 +223,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/build-world.md ==================== + # ------------------------------------------------------------ # 2. Build World @@ -248,6 +250,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -338,6 +341,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -551,6 +555,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/world-building-continuity-checklist.md ==================== + # ------------------------------------------------------------ # 2. World‑Building Continuity Checklist @@ -576,6 +581,7 @@ items: ==================== START: .bmad-creative-writing/checklists/fantasy-magic-system-checklist.md ==================== + # ------------------------------------------------------------ # 17. Fantasy Magic System Consistency Checklist @@ -601,6 +607,7 @@ items: ==================== START: .bmad-creative-writing/checklists/steampunk-gadget-checklist.md ==================== + # ------------------------------------------------------------ # 25. Steampunk Gadget Plausibility Checklist @@ -626,6 +633,7 @@ items: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -837,6 +845,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-creative-writing/teams/agent-team.txt b/dist/expansion-packs/bmad-creative-writing/teams/agent-team.txt index 8a9fba649..f8116000d 100644 --- a/dist/expansion-packs/bmad-creative-writing/teams/agent-team.txt +++ b/dist/expansion-packs/bmad-creative-writing/teams/agent-team.txt @@ -837,6 +837,7 @@ dependencies: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -1048,6 +1049,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1206,6 +1208,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -1327,6 +1330,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -1432,6 +1436,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -1511,6 +1516,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-creative-writing/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -1584,6 +1590,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-creative-writing/tasks/analyze-story-structure.md ==================== + # Analyze Story Structure ## Purpose @@ -1653,6 +1660,7 @@ Comprehensive structural analysis with actionable recommendations ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -2066,6 +2074,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/plot-structure-checklist.md ==================== + # Plot Structure Checklist ## Opening @@ -2127,6 +2136,7 @@ sections: ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure @@ -2196,6 +2206,7 @@ sections: ==================== START: .bmad-creative-writing/tasks/develop-character.md ==================== + # ------------------------------------------------------------ # 3. Develop Character @@ -2222,6 +2233,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/workshop-dialog.md ==================== + # Workshop Dialog ## Purpose @@ -2288,6 +2300,7 @@ Refined dialog with stronger voices and dramatic impact ==================== START: .bmad-creative-writing/tasks/character-depth-pass.md ==================== + # ------------------------------------------------------------ # 9. Character Depth Pass @@ -2407,6 +2420,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/character-consistency-checklist.md ==================== + # ------------------------------------------------------------ # 1. Character Consistency Checklist @@ -2432,6 +2446,7 @@ items: ==================== START: .bmad-creative-writing/tasks/build-world.md ==================== + # ------------------------------------------------------------ # 2. Build World @@ -2550,6 +2565,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/world-building-continuity-checklist.md ==================== + # ------------------------------------------------------------ # 2. World‑Building Continuity Checklist @@ -2575,6 +2591,7 @@ items: ==================== START: .bmad-creative-writing/checklists/fantasy-magic-system-checklist.md ==================== + # ------------------------------------------------------------ # 17. Fantasy Magic System Consistency Checklist @@ -2600,6 +2617,7 @@ items: ==================== START: .bmad-creative-writing/checklists/steampunk-gadget-checklist.md ==================== + # ------------------------------------------------------------ # 25. Steampunk Gadget Plausibility Checklist @@ -2625,6 +2643,7 @@ items: ==================== START: .bmad-creative-writing/tasks/final-polish.md ==================== + # ------------------------------------------------------------ # 14. Final Polish @@ -2650,6 +2669,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/incorporate-feedback.md ==================== + # ------------------------------------------------------------ # 6. Incorporate Feedback @@ -2677,6 +2697,7 @@ inputs: ==================== START: .bmad-creative-writing/checklists/line-edit-quality-checklist.md ==================== + # ------------------------------------------------------------ # 4. Line‑Edit Quality Checklist @@ -2702,6 +2723,7 @@ items: ==================== START: .bmad-creative-writing/checklists/publication-readiness-checklist.md ==================== + # ------------------------------------------------------------ # 5. Publication Readiness Checklist @@ -2727,6 +2749,7 @@ items: ==================== START: .bmad-creative-writing/tasks/provide-feedback.md ==================== + # ------------------------------------------------------------ # 5. Provide Feedback (Beta) @@ -2753,6 +2776,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/quick-feedback.md ==================== + # ------------------------------------------------------------ # 13. Quick Feedback (Serial) @@ -2777,6 +2801,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/analyze-reader-feedback.md ==================== + # ------------------------------------------------------------ # 16. Analyze Reader Feedback @@ -2902,6 +2927,7 @@ sections: ==================== START: .bmad-creative-writing/checklists/beta-feedback-closure-checklist.md ==================== + # ------------------------------------------------------------ # 6. Beta‑Feedback Closure Checklist @@ -2927,6 +2953,7 @@ items: ==================== START: .bmad-creative-writing/checklists/comedic-timing-checklist.md ==================== + # ------------------------------------------------------------ # 23. Comedic Timing & Humor Checklist @@ -2952,6 +2979,7 @@ items: ==================== START: .bmad-creative-writing/tasks/outline-scenes.md ==================== + # ------------------------------------------------------------ # 11. Outline Scenes @@ -2977,6 +3005,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/generate-scene-list.md ==================== + # ------------------------------------------------------------ # 10. Generate Scene List @@ -3002,6 +3031,7 @@ inputs: ==================== START: .bmad-creative-writing/checklists/genre-tropes-checklist.md ==================== + # ------------------------------------------------------------ # 10. Genre Tropes Checklist (General) @@ -3026,6 +3056,7 @@ items: ==================== START: .bmad-creative-writing/checklists/scifi-technology-plausibility-checklist.md ==================== + # ------------------------------------------------------------ # 15. Sci‑Fi Technology Plausibility Checklist @@ -3050,6 +3081,7 @@ items: ==================== START: .bmad-creative-writing/checklists/romance-emotional-beats-checklist.md ==================== + # ------------------------------------------------------------ # 12. Romance Emotional Beats Checklist @@ -3786,6 +3818,7 @@ sections: ==================== START: .bmad-creative-writing/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -3907,6 +3940,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-creative-writing/tasks/analyze-reader-feedback.md ==================== + # ------------------------------------------------------------ # 16. Analyze Reader Feedback @@ -3932,6 +3966,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/analyze-story-structure.md ==================== + # Analyze Story Structure ## Purpose @@ -4001,6 +4036,7 @@ Comprehensive structural analysis with actionable recommendations ==================== START: .bmad-creative-writing/tasks/assemble-kdp-package.md ==================== + # ------------------------------------------------------------ # tasks/assemble-kdp-package.md @@ -4032,6 +4068,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/brainstorm-premise.md ==================== + # ------------------------------------------------------------ # 1. Brainstorm Premise @@ -4057,6 +4094,7 @@ steps: ==================== START: .bmad-creative-writing/tasks/build-world.md ==================== + # ------------------------------------------------------------ # 2. Build World @@ -4083,6 +4121,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/character-depth-pass.md ==================== + # ------------------------------------------------------------ # 9. Character Depth Pass @@ -4107,6 +4146,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -4212,6 +4252,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-creative-writing/tasks/create-draft-section.md ==================== + # ------------------------------------------------------------ # 4. Create Draft Section (Chapter) @@ -4240,6 +4281,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/develop-character.md ==================== + # ------------------------------------------------------------ # 3. Develop Character @@ -4266,6 +4308,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -4356,6 +4399,7 @@ The LLM will: ==================== START: .bmad-creative-writing/tasks/expand-premise.md ==================== + # ------------------------------------------------------------ # 7. Expand Premise (Snowflake Step 2) @@ -4381,6 +4425,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/expand-synopsis.md ==================== + # ------------------------------------------------------------ # 8. Expand Synopsis (Snowflake Step 4) @@ -4406,6 +4451,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/final-polish.md ==================== + # ------------------------------------------------------------ # 14. Final Polish @@ -4431,6 +4477,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/generate-cover-brief.md ==================== + # ------------------------------------------------------------ # tasks/generate-cover-brief.md @@ -4458,6 +4505,7 @@ steps: ==================== START: .bmad-creative-writing/tasks/generate-cover-prompts.md ==================== + # ------------------------------------------------------------ # tasks/generate-cover-prompts.md @@ -4486,6 +4534,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/generate-scene-list.md ==================== + # ------------------------------------------------------------ # 10. Generate Scene List @@ -4511,6 +4560,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/incorporate-feedback.md ==================== + # ------------------------------------------------------------ # 6. Incorporate Feedback @@ -4538,6 +4588,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/outline-scenes.md ==================== + # ------------------------------------------------------------ # 11. Outline Scenes @@ -4563,6 +4614,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/provide-feedback.md ==================== + # ------------------------------------------------------------ # 5. Provide Feedback (Beta) @@ -4589,6 +4641,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/publish-chapter.md ==================== + # ------------------------------------------------------------ # 15. Publish Chapter @@ -4614,6 +4667,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/quick-feedback.md ==================== + # ------------------------------------------------------------ # 13. Quick Feedback (Serial) @@ -4638,6 +4692,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/select-next-arc.md ==================== + # ------------------------------------------------------------ # 12. Select Next Arc (Serial) @@ -4663,6 +4718,7 @@ inputs: ==================== START: .bmad-creative-writing/tasks/workshop-dialog.md ==================== + # Workshop Dialog ## Purpose @@ -4729,6 +4785,7 @@ Refined dialog with stronger voices and dramatic impact ==================== START: .bmad-creative-writing/checklists/beta-feedback-closure-checklist.md ==================== + # ------------------------------------------------------------ # 6. Beta‑Feedback Closure Checklist @@ -4754,6 +4811,7 @@ items: ==================== START: .bmad-creative-writing/checklists/character-consistency-checklist.md ==================== + # ------------------------------------------------------------ # 1. Character Consistency Checklist @@ -4779,6 +4837,7 @@ items: ==================== START: .bmad-creative-writing/checklists/comedic-timing-checklist.md ==================== + # ------------------------------------------------------------ # 23. Comedic Timing & Humor Checklist @@ -4804,6 +4863,7 @@ items: ==================== START: .bmad-creative-writing/checklists/cyberpunk-aesthetic-checklist.md ==================== + # ------------------------------------------------------------ # 24. Cyberpunk Aesthetic Consistency Checklist @@ -4829,6 +4889,7 @@ items: ==================== START: .bmad-creative-writing/checklists/ebook-formatting-checklist.md ==================== + # ------------------------------------------------------------ # 14. eBook Formatting Checklist @@ -4852,6 +4913,7 @@ items: ==================== START: .bmad-creative-writing/checklists/epic-poetry-meter-checklist.md ==================== + # ------------------------------------------------------------ # 22. Epic Poetry Meter & Form Checklist @@ -4877,6 +4939,7 @@ items: ==================== START: .bmad-creative-writing/checklists/fantasy-magic-system-checklist.md ==================== + # ------------------------------------------------------------ # 17. Fantasy Magic System Consistency Checklist @@ -4902,6 +4965,7 @@ items: ==================== START: .bmad-creative-writing/checklists/foreshadowing-payoff-checklist.md ==================== + # ------------------------------------------------------------ # 9. Foreshadowing & Payoff Checklist @@ -4926,6 +4990,7 @@ items: ==================== START: .bmad-creative-writing/checklists/historical-accuracy-checklist.md ==================== + # ------------------------------------------------------------ # 18. Historical Accuracy Checklist @@ -4951,6 +5016,7 @@ items: ==================== START: .bmad-creative-writing/checklists/horror-suspense-checklist.md ==================== + # ------------------------------------------------------------ # 16. Horror Suspense & Scare Checklist @@ -4976,6 +5042,7 @@ items: ==================== START: .bmad-creative-writing/checklists/kdp-cover-ready-checklist.md ==================== + # ------------------------------------------------------------ # checklists/kdp-cover-ready-checklist.md @@ -5003,6 +5070,7 @@ items: ==================== START: .bmad-creative-writing/checklists/line-edit-quality-checklist.md ==================== + # ------------------------------------------------------------ # 4. Line‑Edit Quality Checklist @@ -5028,6 +5096,7 @@ items: ==================== START: .bmad-creative-writing/checklists/marketing-copy-checklist.md ==================== + # ------------------------------------------------------------ # 13. Marketing Copy Checklist @@ -5053,6 +5122,7 @@ items: ==================== START: .bmad-creative-writing/checklists/mystery-clue-trail-checklist.md ==================== + # ------------------------------------------------------------ # 11. Mystery Clue Trail Checklist @@ -5078,6 +5148,7 @@ items: ==================== START: .bmad-creative-writing/checklists/orbital-mechanics-checklist.md ==================== + # ------------------------------------------------------------ # 21. Hard‑Science Orbital Mechanics Checklist @@ -5103,6 +5174,7 @@ items: ==================== START: .bmad-creative-writing/checklists/plot-structure-checklist.md ==================== + # Plot Structure Checklist ## Opening @@ -5164,6 +5236,7 @@ items: ==================== START: .bmad-creative-writing/checklists/publication-readiness-checklist.md ==================== + # ------------------------------------------------------------ # 5. Publication Readiness Checklist @@ -5189,6 +5262,7 @@ items: ==================== START: .bmad-creative-writing/checklists/romance-emotional-beats-checklist.md ==================== + # ------------------------------------------------------------ # 12. Romance Emotional Beats Checklist @@ -5214,6 +5288,7 @@ items: ==================== START: .bmad-creative-writing/checklists/scene-quality-checklist.md ==================== + # ------------------------------------------------------------ # 3. Scene Quality Checklist @@ -5239,6 +5314,7 @@ items: ==================== START: .bmad-creative-writing/checklists/scifi-technology-plausibility-checklist.md ==================== + # ------------------------------------------------------------ # 15. Sci‑Fi Technology Plausibility Checklist @@ -5263,6 +5339,7 @@ items: ==================== START: .bmad-creative-writing/checklists/sensitivity-representation-checklist.md ==================== + # ------------------------------------------------------------ # 7. Sensitivity & Representation Checklist @@ -5288,6 +5365,7 @@ items: ==================== START: .bmad-creative-writing/checklists/steampunk-gadget-checklist.md ==================== + # ------------------------------------------------------------ # 25. Steampunk Gadget Plausibility Checklist @@ -5313,6 +5391,7 @@ items: ==================== START: .bmad-creative-writing/checklists/thriller-pacing-stakes-checklist.md ==================== + # ------------------------------------------------------------ # 19. Thriller Pacing & Stakes Checklist @@ -5338,6 +5417,7 @@ items: ==================== START: .bmad-creative-writing/checklists/timeline-continuity-checklist.md ==================== + # ------------------------------------------------------------ # 8. Timeline & Continuity Checklist @@ -5363,6 +5443,7 @@ items: ==================== START: .bmad-creative-writing/checklists/world-building-continuity-checklist.md ==================== + # ------------------------------------------------------------ # 2. World‑Building Continuity Checklist @@ -5388,6 +5469,7 @@ items: ==================== START: .bmad-creative-writing/checklists/ya-appropriateness-checklist.md ==================== + # ------------------------------------------------------------ # 20. YA Appropriateness Checklist @@ -5413,6 +5495,7 @@ items: ==================== START: .bmad-creative-writing/workflows/book-cover-design-workflow.md ==================== + # Book Cover Design Assets # ============================================================ @@ -6147,6 +6230,7 @@ outputs: ==================== START: .bmad-creative-writing/data/bmad-kb.md ==================== + # BMad Creative Writing Knowledge Base ## Overview @@ -6358,6 +6442,7 @@ Remember: BMad Creative Writing provides structure to liberate creativity, not c ==================== START: .bmad-creative-writing/data/story-structures.md ==================== + # Story Structure Patterns ## Three-Act Structure diff --git a/dist/expansion-packs/bmad-godot-game-dev/agents/game-qa.txt b/dist/expansion-packs/bmad-godot-game-dev/agents/game-qa.txt index 080a03fb1..f98da6f21 100644 --- a/dist/expansion-packs/bmad-godot-game-dev/agents/game-qa.txt +++ b/dist/expansion-packs/bmad-godot-game-dev/agents/game-qa.txt @@ -55,10 +55,7 @@ agent: id: game-qa title: Game Test Architect & TDD Enforcer (Godot) icon: 🎮🧪 - whenToUse: Use for Godot game testing architecture, test-driven development enforcement, - performance validation, and gameplay quality assurance. Ensures all code is - test-first, performance targets are met, and player experience is validated. - Enforces GUT for GDScript and GoDotTest/GodotTestDriver for C# with TDD practices. + whenToUse: Use for Godot game testing architecture, test-driven development enforcement, performance validation, and gameplay quality assurance. Ensures all code is test-first, performance targets are met, and player experience is validated. Enforces GUT for GDScript and GoDotTest/GodotTestDriver for C# with TDD practices. customization: null persona: role: Game Test Architect & TDD Champion for Godot Development diff --git a/dist/expansion-packs/bmad-godot-game-dev/teams/godot-game-team.txt b/dist/expansion-packs/bmad-godot-game-dev/teams/godot-game-team.txt index d488ea3ed..81941c93b 100644 --- a/dist/expansion-packs/bmad-godot-game-dev/teams/godot-game-team.txt +++ b/dist/expansion-packs/bmad-godot-game-dev/teams/godot-game-team.txt @@ -558,10 +558,7 @@ agent: id: game-qa title: Game Test Architect & TDD Enforcer (Godot) icon: 🎮🧪 - whenToUse: Use for Godot game testing architecture, test-driven development enforcement, - performance validation, and gameplay quality assurance. Ensures all code is - test-first, performance targets are met, and player experience is validated. - Enforces GUT for GDScript and GoDotTest/GodotTestDriver for C# with TDD practices. + whenToUse: Use for Godot game testing architecture, test-driven development enforcement, performance validation, and gameplay quality assurance. Ensures all code is test-first, performance targets are met, and player experience is validated. Enforces GUT for GDScript and GoDotTest/GodotTestDriver for C# with TDD practices. customization: null persona: role: Game Test Architect & TDD Champion for Godot Development diff --git a/dist/expansion-packs/bmad-infrastructure-devops/agents/infra-devops-platform.txt b/dist/expansion-packs/bmad-infrastructure-devops/agents/infra-devops-platform.txt index 7100441e8..af0c7f0fe 100644 --- a/dist/expansion-packs/bmad-infrastructure-devops/agents/infra-devops-platform.txt +++ b/dist/expansion-packs/bmad-infrastructure-devops/agents/infra-devops-platform.txt @@ -102,6 +102,7 @@ dependencies: ==================== START: .bmad-infrastructure-devops/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -207,6 +208,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-infrastructure-devops/tasks/review-infrastructure.md ==================== + # Infrastructure Review Task ## Purpose @@ -370,6 +372,7 @@ REPEAT by Asking the user if they would like to perform another Reflective, Elic ==================== START: .bmad-infrastructure-devops/tasks/validate-infrastructure.md ==================== + # Infrastructure Validation Task ## Purpose @@ -1588,6 +1591,7 @@ sections: ==================== START: .bmad-infrastructure-devops/checklists/infrastructure-checklist.md ==================== + # Infrastructure Change Validation Checklist This checklist serves as a comprehensive framework for validating infrastructure changes before deployment to production. The DevOps/Platform Engineer should systematically work through each item, ensuring the infrastructure is secure, compliant, resilient, and properly implemented according to organizational standards. @@ -2076,6 +2080,7 @@ This checklist serves as a comprehensive framework for validating infrastructure ==================== START: .bmad-infrastructure-devops/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.txt b/dist/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.txt new file mode 100644 index 000000000..bfed7f030 --- /dev/null +++ b/dist/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.txt @@ -0,0 +1,5366 @@ +# Web Agent Bundle Instructions + +You are now operating as a specialized AI agent from the BMad-Method framework. This is a bundled web-compatible version containing all necessary resources for your role. + +## Important Instructions + +1. **Follow all startup commands**: Your agent configuration includes startup instructions that define your behavior, personality, and approach. These MUST be followed exactly. + +2. **Resource Navigation**: This bundle contains all resources you need. Resources are marked with tags like: + +- `==================== START: .bmad-trend-insights-platform/folder/filename.md ====================` +- `==================== END: .bmad-trend-insights-platform/folder/filename.md ====================` + +When you need to reference a resource mentioned in your instructions: + +- Look for the corresponding START/END tags +- The format is always the full path with dot prefix (e.g., `.bmad-trend-insights-platform/personas/analyst.md`, `.bmad-trend-insights-platform/tasks/create-story.md`) +- If a section is specified (e.g., `{root}/tasks/create-story.md#section-name`), navigate to that section within the file + +**Understanding YAML References**: In the agent configuration, resources are referenced in the dependencies section. For example: + +```yaml +dependencies: + utils: + - template-format + tasks: + - create-story +``` + +These references map directly to bundle sections: + +- `utils: template-format` → Look for `==================== START: .bmad-trend-insights-platform/utils/template-format.md ====================` +- `tasks: create-story` → Look for `==================== START: .bmad-trend-insights-platform/tasks/create-story.md ====================` + +3. **Execution Context**: You are operating in a web environment. All your capabilities and knowledge are contained within this bundle. Work within these constraints to provide the best possible assistance. + +4. **Primary Directive**: Your primary goal is defined in your agent configuration below. Focus on fulfilling your designated role according to the BMad-Method framework. + +--- + + +==================== START: .bmad-trend-insights-platform/agents/trend-analyst.md ==================== +# agent + +CRITICAL: Read the full YAML, start activation to alter your state of being, follow startup section instructions, stay in this being until told to exit this mode: + +```yaml +dependencies: + tasks: + - discover-trends.md + - analyze-single-trend.md + - generate-trend-report.md + - compare-trends.md + - forecast-trend.md + - explore-niches.md + templates: + - trend-report-tmpl.yaml + - trend-analysis-tmpl.yaml + - niche-opportunity-tmpl.yaml + data: + - internet-pipes-framework.md + - trend-data-sources.md + - trend-validation-checklist.md + - trend-categories.md +``` + +## Getting Started + +Ready to discover what people actually want? Use `/discover-trends` to start exploring emerging opportunities, or `/analyze-trend` if you already have a specific trend in mind. + +Remember: The internet is constantly generating signals about what people desire. Your job is to tune into these "Internet Pipes" and extract actionable insights that create value. + +Let's find the next big thing! 🚀 +==================== END: .bmad-trend-insights-platform/agents/trend-analyst.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/discover-trends.md ==================== +# Task: Discover Trends + +## Objective +Discover current trending topics, products, or interests across the internet using web search and pattern recognition. + +## Instructions + +### Step 1: Understand the Scope +Ask the user to clarify (if not already provided): +- **Category/Industry**: What area should we focus on? (e.g., health, beauty, tech, food, lifestyle, or "general") +- **Geography**: Any specific region? (default: United States/Global) +- **Time Frame**: Current trends, emerging trends, or long-term trends? +- **Use Case**: Why are they looking for trends? (business opportunity, content creation, product development, market research) + +### Step 2: Research Current Trends +Use web search to discover what's trending: + +1. **Search trending topics** in the specified category + - Query patterns: "[category] trending 2025", "what's popular in [category]", "emerging [category] trends" + - Look for: Google Trends data, trend reports, social media discussions, news articles + +2. **Identify specific trend examples** + - Find 5-10 specific trending items/topics + - Look for evidence: search volume increases, social mentions, media coverage + - Note: product names, brands, keywords, and hashtags + +3. **Gather supporting data** + - Search interest over time (rising, stable, declining) + - Related searches and topics + - Geographic distribution + - Demographic insights (if available) + +### Step 3: Pattern Analysis +Analyze the trends you've discovered: + +1. **Categorize trends** + - Micro-trends (niche, early stage) + - Rising trends (gaining momentum) + - Mainstream trends (widespread adoption) + - Evergreen trends (sustained interest) + +2. **Identify patterns** + - Common themes across trends + - Underlying needs or desires + - Category clusters + - Seasonal vs. permanent + +3. **Assess trend quality** + - Is it a fad or sustainable? + - What's driving the interest? + - Who's the target audience? + - What problem does it solve? + +### Step 4: Present Findings +Format your discoveries as: + +```markdown +# Trend Discovery Report +Date: [Today's date] +Category: [Category researched] +Scope: [Geographic/demographic scope] + +## 🔥 Top Trending Topics + +### 1. [Trend Name] 📈 +**What it is**: [Brief description] +**Why it's trending**: [Key driver] +**Search interest**: [Rising/High/Moderate] +**Opportunity**: [Quick insight on potential] + +### 2. [Trend Name] 📈 +[... repeat for each trend ...] + +## 🎯 Key Patterns Identified + +- **Pattern 1**: [Observed pattern across trends] +- **Pattern 2**: [Another pattern] +- **Pattern 3**: [Another pattern] + +## 💡 Strategic Insights + +1. **Biggest Opportunity**: [Which trend has most potential and why] +2. **Underserved Niche**: [Gap in the market you identified] +3. **Audience Insight**: [What these trends reveal about consumer desires] + +## 🔍 Recommended Deep Dives + +Based on this research, consider deep-diving into: +1. [Specific trend] - [Why it's worth deeper analysis] +2. [Specific trend] - [Why it's worth deeper analysis] +3. [Specific trend] - [Why it's worth deeper analysis] + +## 📊 Data Sources +- [List key sources used: Google Trends, news articles, social platforms, etc.] + +--- +*Use `/analyze-trend [name]` to deep-dive into any specific trend* +``` + +### Step 5: Offer Next Steps +Ask the user if they'd like to: +- Deep-dive into any specific trend (`/analyze-trend`) +- Generate a full trend report with competitive analysis (`/trend-report`) +- Explore niche opportunities within these trends (`/niche-explorer`) +- Compare multiple trends to identify the best opportunity (`/compare-trends`) + +## Success Criteria +✅ Discovered 5-10 concrete trending topics +✅ Backed findings with search data and sources +✅ Identified patterns and insights beyond just listing trends +✅ Provided strategic perspective on opportunities +✅ Formatted findings in clear, scannable format + +## Tips for Great Trend Discovery + +- **Be specific**: "Butterfly pea tea" not just "tea trends" +- **Look for surprises**: The interesting trends are often unexpected +- **Verify across sources**: One mention isn't a trend +- **Think about "why"**: Understanding drivers helps assess sustainability +- **Stay current**: Use recent sources (2024-2025) + +## Common Pitfalls to Avoid +❌ Listing obvious/well-known trends everyone knows about +❌ Confusing single viral moments with sustained trends +❌ Missing the "so what" - always connect to opportunity +❌ Not providing enough evidence/data to back claims +❌ Making assumptions without search validation + +--- + +**Remember**: You're not just reporting what's trending - you're uncovering hidden opportunities that most people don't know about yet. That's the power of Internet Pipes! 🔍✨ +==================== END: .bmad-trend-insights-platform/tasks/discover-trends.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/analyze-single-trend.md ==================== +# Task: Analyze Single Trend + +## Objective +Conduct a comprehensive deep-dive analysis of a specific trend to understand what it is, why it's trending, who wants it, and how to capitalize on it. + +## Instructions + +### Step 1: Identify the Trend +Confirm with the user: +- **Trend name/topic**: What specific trend should we analyze? +- **Analysis goals**: What do they want to know? (market opportunity, content strategy, product development, investment decision) + +If the user provides a vague topic, help them narrow it down to a specific trend. + +### Step 2: Research Foundation +Gather comprehensive data using web search: + +#### A. What is it? +- **Definition**: Clear explanation of what this trend is +- **Origin**: Where/when did it start? +- **Category**: What broader category does it belong to? +- **Variations**: Different forms or versions of this trend + +#### B. Search & Interest Data +- **Current search volume**: How many people are searching? +- **Trend trajectory**: Rising, stable, declining, seasonal? +- **Geographic distribution**: Where is it most popular? +- **Related searches**: What else are people looking for? +- **Search queries**: Actual questions people are asking + +#### C. Social & Cultural Context +- **Social media presence**: Which platforms? What's the conversation? +- **Influencers/advocates**: Who's driving this trend? +- **Media coverage**: News articles, publications covering it +- **Community**: Are there dedicated communities/forums? + +### Step 3: Understand the "Why" +This is critical - dig deep to understand: + +1. **What need does it fulfill?** + - Functional benefit (solves a problem) + - Emotional benefit (makes them feel good) + - Social benefit (status, belonging, identity) + - Novelty benefit (new, exciting, different) + +2. **Why now?** + - What changed to make this trend emerge now? + - Technology enablers? + - Cultural shifts? + - Influencer/celebrity endorsement? + - Pandemic effects? + - Economic factors? + +3. **Target audience** + - Demographics: age, gender, income, location + - Psychographics: values, interests, lifestyle + - Early adopters vs. mainstream appeal + +### Step 4: Market Analysis +Assess the commercial landscape: + +#### A. Market Size & Opportunity +- **Market size**: How big is the opportunity? +- **Growth rate**: How fast is it growing? +- **Market maturity**: Early stage, growth, mature, declining? + +#### B. Competitive Landscape +- **Key players**: Who's dominating this space? +- **Product availability**: Easy to find or scarce? +- **Price points**: What are people paying? +- **Gaps**: What's missing? Underserved segments? + +#### C. Business Models +- **How are businesses monetizing this trend?** +- Direct sales, subscription, marketplace, affiliate, content? +- What's working? What's not? + +### Step 5: Trend Assessment +Evaluate sustainability and opportunity: + +1. **Fad vs. Trend?** + - ❌ Fad indicators: Viral spike, no practical benefit, celebrity-driven only + - ✅ Trend indicators: Sustained growth, solves real need, multiple drivers + +2. **Opportunity Score** (Rate 1-10) + - Market size: How big is the opportunity? + - Competition: How crowded is the space? + - Barriers to entry: How easy to participate? + - Timing: Are we early or late? + - Alignment: Does it fit broader macro trends? + +3. **Risk Factors** + - What could cause this trend to collapse? + - Regulatory risks? + - Supply chain issues? + - Changing preferences? + +### Step 6: Strategic Recommendations +Provide actionable insights: + +#### For Entrepreneurs/Businesses: +- **Opportunities**: Specific ways to capitalize +- **Positioning**: How to differentiate +- **Target audience**: Who to focus on +- **Go-to-market**: How to reach them +- **Quick wins**: Fast moves to test the opportunity + +#### For Content Creators: +- **Content angles**: What to create about this trend +- **Platforms**: Where to publish +- **SEO opportunities**: Keywords to target +- **Audience building**: How to attract interest + +#### For Investors: +- **Investment thesis**: Why invest (or not)? +- **Key players**: Companies to watch +- **Timing**: Now or wait? + +### Step 7: Present Analysis +Use the `trend-analysis-tmpl` template structure: + +```markdown +# Deep Trend Analysis: [Trend Name] + +## 📋 Executive Summary +**Trend**: [Name] +**Category**: [Category] +**Status**: [🔥 Rising / ⚡ Hot / 📊 Stable / 📉 Declining] +**Opportunity Score**: [X/10] + +[2-3 sentence summary of the trend and key takeaway] + +## 🔍 What Is It? +[Clear description of the trend] + +**Origin**: [Where it started and when] +**Key Characteristics**: +- [Characteristic 1] +- [Characteristic 2] +- [Characteristic 3] + +## 📈 Trend Data & Metrics + +### Search Interest +- **Current Volume**: [High/Medium/Low] +- **Trajectory**: [Rising X% / Stable / Declining] +- **Geographic Hotspots**: [Regions] +- **Peak Periods**: [Seasonal patterns if any] + +### Top Related Searches +1. [Related search 1] +2. [Related search 2] +3. [Related search 3] + +### Social Signals +- **Primary Platforms**: [TikTok, Instagram, YouTube, etc.] +- **Hashtag Performance**: [Relevant hashtags and reach] +- **Influencer Activity**: [Notable advocates] + +## 💡 Why It's Trending + +### Primary Drivers +1. **[Driver 1]**: [Explanation] +2. **[Driver 2]**: [Explanation] +3. **[Driver 3]**: [Explanation] + +### Needs Fulfilled +- **Functional**: [What problem it solves] +- **Emotional**: [How it makes people feel] +- **Social**: [Identity/status/belonging aspects] + +### Target Audience +- **Demographics**: [Age, gender, location, income] +- **Psychographics**: [Values, interests, lifestyle] +- **Pain Points**: [What they're struggling with] + +## 🏪 Market Landscape + +### Market Size +- **Current Market**: [Size/revenue if available] +- **Growth Rate**: [Annual growth percentage] +- **Projections**: [Future outlook] + +### Key Players +1. **[Company/Brand 1]**: [What they offer, positioning] +2. **[Company/Brand 2]**: [What they offer, positioning] +3. **[Company/Brand 3]**: [What they offer, positioning] + +### Price Points +- Budget: [$X - $Y] +- Mid-range: [$X - $Y] +- Premium: [$X - $Y] + +### Market Gaps +- [Gap 1]: [Underserved segment or need] +- [Gap 2]: [Another opportunity] + +## 🎯 Trend Assessment + +### Sustainability Analysis +**Verdict**: [✅ Sustainable Trend / ⚠️ Monitor Closely / ❌ Likely Fad] + +**Evidence**: +- ✅ [Positive indicator] +- ✅ [Positive indicator] +- ⚠️ [Risk factor] +- ❌ [Concern] + +### Opportunity Score: [X/10] +- **Market Size** [X/10]: [Reasoning] +- **Competition** [X/10]: [Reasoning] +- **Barriers** [X/10]: [Reasoning] +- **Timing** [X/10]: [Reasoning] +- **Alignment** [X/10]: [Reasoning] + +## 🚀 Strategic Recommendations + +### For Entrepreneurs +**Opportunity**: [Specific business opportunity] +**Approach**: +1. [Recommendation 1] +2. [Recommendation 2] +3. [Recommendation 3] + +**Quick Test**: [Fast, low-cost way to validate opportunity] + +### For Content Creators +**Content Strategy**: +- **Angles**: [Content ideas] +- **Platforms**: [Where to focus] +- **Keywords**: [SEO opportunities] + +### For Investors +**Investment Thesis**: [Why invest or pass] +**Companies to Watch**: [Key players] +**Timing**: [Now, soon, or wait] + +## ⚠️ Risk Factors +1. **[Risk 1]**: [Description and likelihood] +2. **[Risk 2]**: [Description and likelihood] +3. **[Risk 3]**: [Description and likelihood] + +## 🔮 Future Outlook + +**12-Month Projection**: [Where this trend is headed] + +**Scenarios**: +- **Best Case**: [Optimistic scenario] +- **Most Likely**: [Realistic scenario] +- **Worst Case**: [Pessimistic scenario] + +## 📚 Sources & Data +- [Source 1] +- [Source 2] +- [Source 3] + +--- +**Analysis Date**: [Today's date] +**Next Review**: [Suggested follow-up timing] + +*Want to compare this to other trends? Use `/compare-trends`* +*Want to forecast where this is headed? Use `/trend-forecast`* +``` + +### Step 8: Offer Next Actions +Ask if they'd like to: +- Compare this trend to alternatives (`/compare-trends`) +- Forecast future trajectory (`/trend-forecast`) +- Explore niche sub-opportunities (`/niche-explorer`) +- Discover related trends (`/discover-trends`) + +## Success Criteria +✅ Comprehensive understanding of what the trend is +✅ Data-backed analysis of search volume and interest +✅ Clear explanation of WHY it's trending +✅ Market landscape and competitive analysis +✅ Sustainability assessment (fad vs. trend) +✅ Actionable strategic recommendations +✅ Risk factors identified +✅ Future outlook provided + +## Tips for Excellent Analysis + +- **Go beyond surface level**: Don't just describe, explain WHY +- **Use multiple sources**: Cross-reference data points +- **Think like different stakeholders**: Entrepreneur, creator, investor +- **Be honest about risks**: Don't just sell the opportunity +- **Quantify when possible**: Numbers beat vague descriptions +- **Look for the non-obvious**: The best insights aren't obvious + +## Common Mistakes to Avoid +❌ Confusing correlation with causation +❌ Relying on a single data source +❌ Ignoring negative signals or risks +❌ Making recommendations without understanding context +❌ Treating all trends as equal opportunities + +--- + +**Remember**: A great trend analysis doesn't just tell you WHAT is trending - it helps you understand WHY it matters and HOW to take advantage of it. That's the Internet Pipes advantage! 🎯 +==================== END: .bmad-trend-insights-platform/tasks/analyze-single-trend.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/generate-trend-report.md ==================== +# Task: Generate Trend Report + +## Objective +Create a comprehensive trend insights report that discovers, analyzes, and synthesizes multiple trends to provide strategic intelligence and actionable opportunities. + +## Instructions + +### Step 1: Define Report Scope +Clarify with the user: +- **Focus Area**: Industry/category (e.g., wellness, food, tech, fashion, general) +- **Purpose**: Why they need this report (business planning, content strategy, investment research, competitive intelligence) +- **Depth**: How many trends to analyze? (Recommended: 8-12 for comprehensive report) +- **Timeframe**: Current trends, emerging trends, or forecast-focused? + +### Step 2: Discover Trends +Use web search to discover 8-12 trends in the specified area: + +1. **Search for current trends** + - "[category] trends 2025" + - "what's trending in [category]" + - "emerging [category] products" + - "[category] consumer interests" + +2. **Prioritize interesting finds** + - Look for the unexpected and non-obvious + - Mix of different stages: emerging, rising, mainstream + - Variety of sub-categories within the main focus + - Balance between practical and aspirational + +3. **Gather initial data** + - Search volume indicators + - Social mentions + - News coverage + - Product availability + +### Step 3: Analyze Each Trend +For each trend, research: + +#### Quick Analysis (per trend) +- **What it is**: 1-2 sentence description +- **Why it's trending**: Primary driver +- **Search interest**: Rising/High/Moderate/Low +- **Target audience**: Who wants this +- **Market opportunity**: Size and accessibility +- **Competitive landscape**: Crowded or open +- **Sustainability**: Fad or lasting trend? + +#### Supporting Data +- Related searches +- Geographic concentration +- Price points +- Key players/brands +- Market gaps + +### Step 4: Synthesize Insights +Look across all trends to identify: + +1. **Macro Patterns** + - What themes emerge across trends? + - What do these trends reveal about consumer behavior? + - What broader shifts are driving these trends? + +2. **Category Clusters** + - Group related trends together + - Identify trend intersections + - Find synergies between trends + +3. **Strategic Opportunities** + - Which trends have the biggest opportunity? + - Where are the market gaps? + - What's underserved or oversaturated? + - Where should focus be placed? + +4. **Timing Intelligence** + - Which trends are early stage (get in now)? + - Which are peaking (exercise caution)? + - Which are mature (stable opportunity)? + +### Step 5: Generate Comprehensive Report +Create a structured report using the `trend-report-tmpl` template: + +```markdown +# Internet Pipes: Trend Insights Report +**Category**: [Focus area] +**Report Date**: [Today's date] +**Analysis Period**: [Timeframe analyzed] + +--- + +## 🎯 Executive Summary + +[3-4 paragraph overview that includes:] +- The state of trends in this category +- Key patterns and themes discovered +- Biggest opportunities identified +- Critical strategic recommendations + +### Key Findings at a Glance +- 📊 **Trends Analyzed**: [Number] +- 🚀 **Rising Stars**: [X trends showing strong growth] +- 💎 **Hidden Gems**: [X undervalued opportunities] +- ⚠️ **Saturated**: [X overly competitive areas] +- 🎯 **Recommended Focus**: [Top 3 opportunities] + +--- + +## 🔥 Trending Now: Detailed Analysis + +### 1. [Trend Name] 📈 +**Status**: [🌱 Emerging / 🚀 Rising / ⚡ Hot / 📊 Mainstream] +**Opportunity Score**: [X/10] + +**What it is**: [Clear 1-2 sentence description] + +**Why it's trending**: +- [Primary driver] +- [Secondary driver] +- [Supporting factor] + +**The Numbers**: +- Search Interest: [Rising/High/Moderate] +- Market Size: [If available] +- Competition: [Low/Medium/High] +- Price Range: [$X - $Y] + +**Target Audience**: [Demographics and psychographics] + +**Market Landscape**: +- **Key Players**: [Top 2-3 brands/companies] +- **Availability**: [Easy to find / Limited / Scarce] +- **Market Gap**: [Specific underserved opportunity] + +**Why It Matters**: [Strategic insight - why should someone care about this trend?] + +**Opportunity**: [Specific way to capitalize on this trend] + +--- + +### 2. [Trend Name] 📈 +[... Repeat structure for each trend ...] + +--- + +## 📊 Pattern Analysis + +### Macro Themes +We identified [X] major themes driving trends in this category: + +#### 1. [Theme Name] +**Description**: [What this theme is about] +**Trends in this cluster**: [List trends that fit this theme] +**What it reveals**: [Consumer insight] +**Opportunity**: [How to leverage this theme] + +#### 2. [Theme Name] +[... Repeat for each theme ...] + +### Consumer Behavior Insights + +**What people want**: +1. [Insight 1]: [Explanation with trend examples] +2. [Insight 2]: [Explanation with trend examples] +3. [Insight 3]: [Explanation with trend examples] + +**Underlying needs being fulfilled**: +- **Functional**: [What problems are being solved] +- **Emotional**: [What feelings are being sought] +- **Social**: [What identity/status needs are being met] +- **Novelty**: [What curiosity is being satisfied] + +--- + +## 💎 Opportunity Matrix + +### High Opportunity / Low Competition (🎯 Sweet Spot) +These trends offer the best risk/reward for new entrants: + +1. **[Trend Name]** + - **Why it's promising**: [Reason] + - **Quick move**: [Specific action to take] + - **Risk level**: [Low/Medium/High] + +2. [... Additional opportunities ...] + +### High Opportunity / High Competition (⚡ Competitive Play) +Large markets but crowded - need differentiation: + +1. **[Trend Name]** + - **The challenge**: [What makes it competitive] + - **Differentiation strategy**: [How to stand out] + +### Low Competition / Low Opportunity (🤔 Niche Play) +Small but potentially loyal audiences: + +1. **[Trend Name]** + - **The niche**: [Description] + - **Best for**: [Who should pursue this] + +### High Competition / Low Opportunity (❌ Avoid) +Oversaturated with limited upside: + +1. **[Trend Name]** + - **Why to skip**: [Reasoning] + +--- + +## 🚀 Strategic Recommendations + +### Top 3 Opportunities to Pursue + +#### #1: [Trend/Opportunity Name] +**Why**: [Reasoning for #1 ranking] +**Target Audience**: [Who to focus on] +**Go-to-Market**: [How to reach them] +**Investment Level**: [$X / Time / Resources] +**Expected Timeline**: [When to see results] +**Success Metrics**: [How to measure] + +#### #2: [Trend/Opportunity Name] +[... Repeat structure ...] + +#### #3: [Trend/Opportunity Name] +[... Repeat structure ...] + +### Quick Wins (Start This Week) +1. **[Action]**: [Why and how] +2. **[Action]**: [Why and how] +3. **[Action]**: [Why and how] + +### Content Strategy +Based on these trends, prioritize content around: +1. **[Topic cluster]**: [Why and what to create] +2. **[Topic cluster]**: [Why and what to create] +3. **[Topic cluster]**: [Why and what to create] + +**SEO Opportunities**: +- [Keyword/topic with low competition, high interest] +- [Keyword/topic with low competition, high interest] +- [Keyword/topic with low competition, high interest] + +--- + +## ⚠️ Risk Assessment + +### Trends to Watch Cautiously +1. **[Trend Name]**: [Risk factor and why] +2. **[Trend Name]**: [Risk factor and why] + +### Potential Fads +These may not have staying power: +- **[Trend Name]**: [Why it might be a fad] + +### External Risks +- **Regulatory**: [Any regulatory concerns in this space] +- **Economic**: [How economy might impact these trends] +- **Cultural**: [Cultural shifts that could affect trends] + +--- + +## 🔮 Looking Ahead: 6-Month Outlook + +### Trends Likely to Grow +1. **[Trend]**: [Projection and reasoning] +2. **[Trend]**: [Projection and reasoning] +3. **[Trend]**: [Projection and reasoning] + +### Trends to Peak +[Trends approaching saturation] + +### Emerging Signals to Monitor +Watch for early signals of these potential future trends: +- **[Emerging signal]**: [What to look for] +- **[Emerging signal]**: [What to look for] + +--- + +## 📚 Methodology & Sources + +### Data Sources +- Google Trends analysis +- Social media monitoring (TikTok, Instagram, Twitter/X, Reddit) +- News and media coverage analysis +- E-commerce marketplace research +- Industry reports and publications + +### Analysis Period +- Primary data: [Date range] +- Historical comparison: [Date range] + +### Limitations +[Any limitations or caveats about the analysis] + +--- + +## 🎬 Next Steps + +**Immediate Actions** (This Week): +- [ ] [Action item] +- [ ] [Action item] +- [ ] [Action item] + +**Short-term** (This Month): +- [ ] [Action item] +- [ ] [Action item] + +**Long-term** (This Quarter): +- [ ] [Action item] +- [ ] [Action item] + +**Deep-Dive Recommendations**: +Want more detail on specific trends? Use `/analyze-trend [name]` for: +- [Trend worth deep-diving] +- [Trend worth deep-diving] +- [Trend worth deep-diving] + +--- + +## 📞 Report Metadata +**Prepared by**: Trend Analyst (Internet Pipes) +**Date**: [Today's date] +**Category**: [Focus area] +**Trends Analyzed**: [Number] +**Next Review**: [Recommended update frequency] + +--- + +*💡 Remember: These insights are based on current internet signals. Trends evolve quickly. Stay curious, keep monitoring, and always validate with your specific audience.* + +*🔍 Want to explore niche opportunities? Use `/niche-explorer`* +*📊 Want to compare specific trends? Use `/compare-trends`* +*🔮 Want to forecast trend futures? Use `/trend-forecast`* +``` + +### Step 6: Quality Check +Ensure the report includes: +✅ 8-12 diverse trends analyzed +✅ Clear data and evidence for each trend +✅ Pattern analysis revealing macro themes +✅ Opportunity matrix with strategic recommendations +✅ Risk assessment and cautionary notes +✅ Actionable next steps +✅ Future outlook and emerging signals + +### Step 7: Offer Follow-Up Actions +Ask if they'd like to: +- Deep-dive on any specific trend (`/analyze-trend`) +- Explore niche sub-opportunities (`/niche-explorer`) +- Compare top trends head-to-head (`/compare-trends`) +- Get a custom forecast (`/trend-forecast`) +- Schedule a follow-up report (timing recommendation) + +## Success Criteria +✅ Comprehensive coverage of the category/focus area +✅ Mix of trend types (emerging, rising, mainstream) +✅ Data-backed analysis with sources +✅ Strategic insights beyond just describing trends +✅ Clear opportunity prioritization +✅ Actionable recommendations +✅ Risk awareness and honest assessment +✅ Professional, scannable formatting + +## Report Quality Guidelines + +### Excellent Reports Include: +- 🎯 **Surprising discoveries**: Non-obvious trends most people don't know +- 📊 **Quantified insights**: Numbers, percentages, growth rates +- 🧠 **Strategic thinking**: Why it matters, not just what it is +- 💡 **Actionable recommendations**: Specific moves, not vague advice +- ⚖️ **Balanced perspective**: Opportunities AND risks +- 🔮 **Forward-looking**: Where things are headed + +### Avoid: +- ❌ Listing obvious trends everyone knows +- ❌ Vague descriptions without data +- ❌ Analysis without strategic implications +- ❌ Recommendations without reasoning +- ❌ Ignoring risks or overhyping opportunities +- ❌ Treating all trends as equally valuable + +## Tips for Standout Reports + +1. **Lead with insights, not data**: Data supports insights, not the other way around +2. **Think like an operator**: What would you do with this information? +3. **Be opinionated**: Take positions on which trends matter most +4. **Connect dots**: Show relationships between trends +5. **Write for skimming**: Use clear headers, bullets, and visual indicators +6. **Update regularly**: Trends change; reports should have refresh dates + +--- + +**Remember**: A great trend report is a strategic asset. It should inform decisions, spark ideas, and reveal opportunities that competitors miss. That's the power of Internet Pipes! 🚀📊 +==================== END: .bmad-trend-insights-platform/tasks/generate-trend-report.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/compare-trends.md ==================== +# Task: Compare Trends + +## Objective +Compare multiple trends side-by-side to help users make informed decisions about which opportunities to pursue, which have more potential, and how they differ strategically. + +## Instructions + +### Step 1: Identify Trends to Compare +Clarify with the user: +- **Trends**: Which 2-5 trends should we compare? (Get specific names) +- **Comparison goal**: What decision are they trying to make? + - Which to pursue as a business opportunity? + - Which to focus on for content creation? + - Which has better timing/momentum? + - Which fits their skills/resources better? +- **Decision criteria**: What matters most? (market size, competition, timing, barriers to entry, passion/interest) + +### Step 2: Research Each Trend +For each trend being compared, gather: + +#### Search & Interest Metrics +- Current search volume (High/Medium/Low) +- Trend trajectory (Rising %, Stable, Declining) +- Geographic distribution +- Seasonality patterns +- Related search volume + +#### Market Characteristics +- Market size/revenue potential +- Growth rate +- Stage of adoption (Emerging/Growth/Mature) +- Target audience size +- Price points and margins + +#### Competitive Dynamics +- Number of key players +- Market concentration (few dominants vs. fragmented) +- Barriers to entry (Low/Medium/High) +- Differentiation opportunities +- Saturation level + +#### Operational Factors +- Complexity to enter +- Capital requirements +- Time to first revenue +- Skill/expertise needed +- Supply chain considerations + +### Step 3: Create Comparison Framework +Build a structured comparison across key dimensions: + +```markdown +# Trend Comparison Analysis +**Trends Being Compared**: [Trend 1] vs [Trend 2] vs [Trend 3] +**Comparison Date**: [Today's date] +**Decision Context**: [What they're trying to decide] + +--- + +## 📊 Quick Comparison Matrix + +| Criteria | [Trend 1] | [Trend 2] | [Trend 3] | +|----------|-----------|-----------|-----------| +| **Search Interest** | [Rising 45%] | [Stable] | [Rising 120%] | +| **Market Size** | [$500M] | [$2B] | [$50M] | +| **Competition** | 🟢 Low | 🔴 High | 🟡 Medium | +| **Barriers to Entry** | 🟡 Medium | 🟢 Low | 🔴 High | +| **Stage** | Growth | Mature | Emerging | +| **Opportunity Score** | 7/10 | 5/10 | 8/10 | + +--- + +## 🔍 Detailed Trend Profiles + +### [Trend 1 Name] +**What it is**: [1-2 sentence description] + +**Strengths** ✅: +- [Strength 1] +- [Strength 2] +- [Strength 3] + +**Weaknesses** ⚠️: +- [Weakness 1] +- [Weakness 2] + +**Best For**: [Type of person/business this trend suits] + +**Key Insight**: [Most important takeaway about this trend] + +--- + +### [Trend 2 Name] +[... Repeat structure ...] + +--- + +### [Trend 3 Name] +[... Repeat structure ...] + +--- + +## ⚖️ Head-to-Head Analysis + +### Market Opportunity +**Largest Market**: [Trend X] at [$amount] +- [Reasoning why this market is bigger] + +**Fastest Growing**: [Trend Y] at [X% growth] +- [What's driving this growth] + +**Winner**: [Trend name] +- **Why**: [Reasoning - balance size with growth potential] + +### Competition & Entry Barriers +**Least Crowded**: [Trend X] +- [Evidence of lower competition] + +**Easiest to Enter**: [Trend Y] +- [Why barriers are lower] + +**Winner**: [Trend name] +- **Why**: [Reasoning - balance of competition and barriers] + +### Timing & Momentum +**Strongest Momentum**: [Trend X] with [X% increase] +- [Evidence of momentum] + +**Best Timing Window**: [Trend Y] +- [Why now is the right time] + +**Winner**: [Trend name] +- **Why**: [Reasoning on timing advantage] + +### Sustainability & Longevity +**Most Sustainable**: [Trend X] +- [Evidence of lasting power - not a fad] + +**Biggest Fad Risk**: [Trend Y] +- [Warning signs of potential flash-in-pan] + +**Winner**: [Trend name] +- **Why**: [Reasoning on staying power] + +### Target Audience +**Largest Audience**: [Trend X] +- [Size and characteristics] + +**Most Engaged Audience**: [Trend Y] +- [Evidence of engagement and loyalty] + +**Winner**: [Trend name] +- **Why**: [Reasoning - quality vs. quantity] + +### Monetization Potential +**Highest Price Points**: [Trend X] at [$range] +- [What enables premium pricing] + +**Easiest to Monetize**: [Trend Y] +- [Clear, proven business models] + +**Winner**: [Trend name] +- **Why**: [Reasoning on profit potential] + +--- + +## 🎯 Recommendation & Decision Framework + +### Overall Winner: [Trend Name] 🏆 + +**Why we recommend this trend**: +1. [Primary reason] +2. [Secondary reason] +3. [Supporting reason] + +**Ideal for**: +- [Type of entrepreneur/business] +- [Skill set or resources needed] +- [Risk tolerance level] + +### Runner-Up: [Trend Name] 🥈 + +**When to choose this instead**: +- [Circumstance 1] +- [Circumstance 2] + +### Decision Matrix by Goal + +**If your goal is...** + +| Goal | Best Choice | Why | +|------|-------------|-----| +| **Fast revenue** | [Trend X] | [Reason] | +| **Largest upside** | [Trend Y] | [Reason] | +| **Lowest risk** | [Trend Z] | [Reason] | +| **Long-term building** | [Trend X] | [Reason] | +| **Quick test/validate** | [Trend Y] | [Reason] | +| **Passion project** | [Depends] | [Consider alignment with interests] | + +--- + +## 💡 Strategic Insights + +### Key Tradeoffs +1. **[Tradeoff]**: [Explanation] + - Choose [Trend X] if you prioritize [factor] + - Choose [Trend Y] if you prioritize [other factor] + +2. **[Tradeoff]**: [Explanation] + - [Decision guidance] + +### Synergies & Combinations +**Can you pursue multiple?** +- **[Trend X + Trend Y]**: [How they complement each other] +- **Sequential approach**: Start with [Trend], then expand to [Trend] + +### Wild Card Factors +- **[Trend X]**: [Unpredictable factor that could change everything] +- **[Trend Y]**: [Unexpected advantage or risk] + +--- + +## 📋 Comparison Summary + +### At a Glance +``` +[Trend 1]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] +[Trend 2]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] +[Trend 3]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] +``` + +### Final Scores + +| Trend | Market | Competition | Timing | Sustainability | Overall | +|-------|--------|-------------|--------|----------------|---------| +| [Trend 1] | X/10 | X/10 | X/10 | X/10 | **X/10** | +| [Trend 2] | X/10 | X/10 | X/10 | X/10 | **X/10** | +| [Trend 3] | X/10 | X/10 | X/10 | X/10 | **X/10** | + +--- + +## 🚀 Next Steps + +**If choosing [Winning Trend]**: +1. [First action to take] +2. [Second action to take] +3. [Third action to take] + +**Want more depth?** +- Use `/analyze-trend [name]` for deep-dive on your chosen trend +- Use `/trend-forecast [name]` to project where it's headed +- Use `/niche-explorer [name]` to find specific opportunities within it + +--- + +**Analysis Date**: [Today's date] +**Trends Compared**: [Number] +**Recommendation Confidence**: [High/Medium/Low] + +*Remember: The "best" trend depends on your specific context, skills, resources, and goals. Use this analysis as input, not gospel.* 🎯 +``` + +### Step 4: Provide Context-Specific Guidance +Based on what you learned about their goals and situation: + +**For different user types**: +- **Entrepreneur**: Focus on market size, competition, monetization +- **Content Creator**: Focus on search volume, content angles, sustainability +- **Investor**: Focus on market growth, competitive dynamics, timing +- **Hobbyist**: Focus on passion alignment, community, accessibility + +### Step 5: Offer Follow-Up +Ask if they'd like to: +- Deep-dive on the winning trend (`/analyze-trend`) +- Forecast where the trends are headed (`/trend-forecast`) +- Explore niche opportunities within the winner (`/niche-explorer`) +- Compare different trends if they want a second opinion + +## Success Criteria +✅ Clear, structured comparison across key dimensions +✅ Data-backed assessment for each criterion +✅ Head-to-head analysis highlighting key differences +✅ Clear recommendation with reasoning +✅ Context-specific guidance for decision-making +✅ Honest about tradeoffs and risks +✅ Actionable next steps + +## Tips for Great Comparisons + +- **Be objective**: Don't favor one trend without evidence +- **Show tradeoffs**: There's rarely a perfect winner across all dimensions +- **Provide context**: Help them understand WHEN each trend is the best choice +- **Use visuals**: Tables and matrices make comparison scannable +- **Quantify**: Use numbers and scores when possible +- **Think holistically**: Consider all aspects, not just market size + +## Common Pitfalls +❌ Comparing apples to oranges (trends at different stages) +❌ Focusing only on market size, ignoring other factors +❌ Declaring a winner without explaining tradeoffs +❌ Not considering user's specific context and goals +❌ Ignoring timing - early vs. late in trend lifecycle +❌ Being too definitive - acknowledge uncertainty + +--- + +**Remember**: The best trend for someone else might not be the best trend for you. This comparison helps identify which opportunity aligns with your unique strengths, resources, and goals. 🎯 +==================== END: .bmad-trend-insights-platform/tasks/compare-trends.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/forecast-trend.md ==================== +# Task: Forecast Trend + +## Objective +Project the future trajectory of a trend over the next 6-12 months, helping users understand where it's headed and time their entry or exit accordingly. + +## Instructions + +### Step 1: Identify Trend and Forecast Goals +Clarify with the user: +- **Trend name**: What trend should we forecast? +- **Timeframe**: 3 months, 6 months, 12 months, or longer? +- **Decision context**: Why do they need this forecast? + - Timing market entry? + - Deciding whether to invest? + - Planning content strategy? + - Evaluating sustainability? + +### Step 2: Research Historical Data +Gather trend history using web search: + +#### Search Trend History +- **Past 12 months**: How has search interest evolved? +- **Year-over-year**: Comparison to previous year +- **Seasonal patterns**: Any cyclical behavior? +- **Growth rate**: What's the month-over-month or quarter-over-quarter change? +- **Peak moments**: When did interest spike? Why? + +#### Market Evolution +- **Timeline**: When did this trend first emerge? +- **Adoption curve**: Where are we on the curve? + - Innovators (2.5%) + - Early Adopters (13.5%) + - Early Majority (34%) + - Late Majority (34%) + - Laggards (16%) +- **Market growth**: How has the market size changed over time? + +#### Media & Social Activity +- **Coverage trajectory**: Increasing or decreasing media attention? +- **Influencer involvement**: Growing or fading? +- **Social conversation**: Volume and sentiment over time + +### Step 3: Identify Trend Drivers +Analyze what's pushing this trend: + +#### Current Drivers (Why it's trending now) +1. **[Driver 1]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +2. **[Driver 2]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +3. **[Driver 3]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +#### Future Catalysts (What could accelerate it) +- **Positive catalysts**: What could drive faster growth? +- **Inflection points**: Events that could change trajectory? +- **Market expansion**: New demographics or geographies opening up? + +#### Headwinds (What could slow it down) +- **Competition**: New entrants or alternatives +- **Market saturation**: Running out of addressable audience +- **Regulatory**: Potential restrictions or regulations +- **Economic**: Macro factors affecting consumer spending +- **Cultural**: Shifting preferences or values + +### Step 4: Analyze Comparable Trends +Research similar past trends for pattern matching: + +**Find comparable trends**: +- Similar trends from the past +- How did they evolve? +- What was their peak? +- How long did they last? +- What caused them to decline (if they did)? + +**Learn from history**: +- What does this tell us about our trend? +- Are there patterns we can apply? +- Are there warning signs to watch for? + +### Step 5: Build Forecast Scenarios +Create 3 scenarios with different assumptions: + +```markdown +# Trend Forecast: [Trend Name] +**Forecast Period**: [Timeframe] +**Forecast Date**: [Today's date] +**Current Status**: [Current stage and metrics] + +--- + +## 📈 Historical Context + +### Trend Timeline +- **Origin**: [When/how it started] +- **Emergence**: [When it became noticeable] +- **Current Stage**: [Where we are now on adoption curve] +- **Age**: [Months/years since emergence] + +### Historical Performance +**Past 12 Months**: +- Search interest: [Started at X, now at Y] = [% change] +- Market size: [If available] +- Media mentions: [Trend direction] +- Social conversation: [Trend direction] + +**Key Moments**: +- **[Date]**: [Significant event and impact] +- **[Date]**: [Significant event and impact] +- **[Date]**: [Significant event and impact] + +### Patterns Observed +- **Seasonality**: [Any seasonal patterns identified] +- **Growth rate**: [Average monthly/quarterly growth] +- **Volatility**: [Stable or spiky?] + +--- + +## 🎯 Current State Assessment + +### Trend Health Indicators + +| Metric | Status | Trend | +|--------|--------|-------| +| Search Interest | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Market Activity | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Media Coverage | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Social Engagement | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| New Entrants | [Many/Some/Few] | [↗️ Rising / → Stable / ↘️ Declining] | +| Innovation | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | + +**Overall Health**: [🟢 Strong / 🟡 Moderate / 🔴 Weak] + +### Adoption Stage +**Current Position**: [Stage on adoption curve] +- **Penetration**: [Estimated % of potential market reached] +- **Remaining runway**: [How much growth potential left] + +--- + +## 🔮 Forecast Analysis + +### Scenario 1: Bullish (30% probability) +**What happens**: [Description of optimistic scenario] + +**Key assumptions**: +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Catalysts needed**: +1. [What needs to happen for this scenario] +2. [Another catalyst] +3. [Another catalyst] + +**What this means**: +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +### Scenario 2: Base Case (50% probability) +**What happens**: [Description of most likely scenario] + +**Key assumptions**: +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Expected developments**: +1. [Expected development] +2. [Expected development] +3. [Expected development] + +**What this means**: +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +### Scenario 3: Bearish (20% probability) +**What happens**: [Description of pessimistic scenario] + +**Key assumptions**: +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Warning signs**: +1. [What could trigger this scenario] +2. [Another warning sign] +3. [Another warning sign] + +**What this means**: +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +## 📊 Most Likely Path (Base Case Detail) + +### Next 3 Months +**Expected**: [What will likely happen] + +**Opportunities**: +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: +- [Risk in this period] +- [Risk in this period] + +### 3-6 Months Out +**Expected**: [What will likely happen] + +**Opportunities**: +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: +- [Risk in this period] +- [Risk in this period] + +### 6-12 Months Out +**Expected**: [What will likely happen] + +**Opportunities**: +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: +- [Risk in this period] +- [Risk in this period] + +--- + +## ⚠️ Key Variables to Monitor + +These factors will determine which scenario plays out: + +1. **[Variable 1]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +2. **[Variable 2]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +3. **[Variable 3]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +--- + +## 🎯 Strategic Implications + +### If Entering This Trend + +**Timing Recommendation**: [Now / Soon / Wait] + +**Rationale**: [Explanation based on forecast] + +**Optimal Entry Window**: [Timeframe] + +**Actions to Take**: +1. **Now**: [Immediate action] +2. **Next 3 months**: [Near-term action] +3. **Next 6 months**: [Medium-term action] + +### If Already In This Trend + +**Position Recommendation**: [Double down / Hold steady / Prepare to pivot / Exit] + +**Rationale**: [Explanation based on forecast] + +**Actions to Take**: +1. [Recommended action] +2. [Recommended action] +3. [Recommended action] + +### If Considering Exit + +**Exit Timing**: [Now / Soon / Can wait] + +**Rationale**: [Explanation based on forecast] + +**Exit Strategy**: [How to exit thoughtfully] + +--- + +## 🔍 Comparable Trend Analysis + +### Similar Historical Trends +We analyzed similar trends from the past: + +**[Comparable Trend 1]**: +- **Peak**: [When it peaked] +- **Duration**: [How long it lasted] +- **Outcome**: [What happened to it] +- **Lesson**: [What this tells us about our trend] + +**[Comparable Trend 2]**: +[... repeat structure ...] + +### Pattern Insights +Based on these comparables: +- [Insight 1 about expected behavior] +- [Insight 2 about expected behavior] +- [Insight 3 about expected behavior] + +--- + +## 🚨 Early Warning Indicators + +Watch for these signs that the forecast is changing: + +**Bullish Signals** (trend accelerating): +- ✅ [Signal indicating faster growth] +- ✅ [Another positive signal] +- ✅ [Another positive signal] + +**Bearish Signals** (trend slowing): +- ⚠️ [Signal indicating slowdown] +- ⚠️ [Another warning signal] +- ⚠️ [Another warning signal] + +**Inflection Signals** (trend changing direction): +- 🔄 [Signal of directional change] +- 🔄 [Another inflection signal] + +--- + +## 💡 Bottom Line + +### Summary Forecast +**Most Likely Scenario**: [Brief summary] + +**Peak Expected**: [Timeframe] + +**Longevity**: [How long will this trend last?] + +**Opportunity Window**: [When is the best time to act?] + +### Confidence Level +**Forecast Confidence**: [High / Medium / Low] + +**Why**: +- [Factor affecting confidence] +- [Factor affecting confidence] +- [Factor affecting confidence] + +### Final Recommendation +[Clear, actionable recommendation based on the forecast] + +--- + +## 📅 Forecast Metadata +**Trend Analyzed**: [Trend name] +**Forecast Date**: [Today's date] +**Forecast Horizon**: [Timeframe] +**Next Review**: [When to update this forecast] +**Confidence**: [High/Medium/Low] + +--- + +*📊 Want to compare this trend to alternatives? Use `/compare-trends`* +*🔍 Want to explore niches within this trend? Use `/niche-explorer`* +*📈 Want broader trend discovery? Use `/discover-trends`* + +--- + +**Disclaimer**: Forecasts are educated projections based on current data and historical patterns. Reality may differ. Use this as input for decision-making, not as a guarantee of future outcomes. 🔮 +``` + +### Step 6: Provide Decision Framework +Based on the forecast, give clear guidance: + +**If forecast is bullish**: "This trend has strong momentum and runway. Consider entering now before competition intensifies." + +**If forecast is bearish**: "This trend shows signs of maturity/decline. Exercise caution or look for niche opportunities within it." + +**If forecast is uncertain**: "Mixed signals. Consider small tests rather than big bets. Monitor the key variables closely." + +### Step 7: Offer Follow-Up +Ask if they'd like to: +- Deep-dive into the trend (`/analyze-trend`) +- Explore niche opportunities that might be more sustainable (`/niche-explorer`) +- Compare this to alternative trends (`/compare-trends`) +- Set up a forecast review reminder + +## Success Criteria +✅ Historical context showing trend evolution +✅ Clear identification of trend drivers and headwinds +✅ Three distinct scenarios (bullish, base, bearish) with probabilities +✅ Specific projections for 3, 6, and 12 months +✅ Key variables to monitor identified +✅ Strategic implications and timing recommendations +✅ Honest assessment of forecast confidence +✅ Early warning indicators provided + +## Tips for Accurate Forecasting + +- **Use multiple data sources**: Don't rely on a single trend indicator +- **Learn from history**: Study similar past trends +- **Identify drivers**: Understand what's pushing the trend +- **Think in scenarios**: Avoid single-point predictions +- **Quantify uncertainty**: Be honest about confidence levels +- **Update regularly**: Forecasts get stale quickly + +## Common Mistakes to Avoid +❌ Linear extrapolation (assuming current growth continues unchanged) +❌ Ignoring external factors (macro trends, competition, regulation) +❌ Overconfidence in predictions +❌ Not considering multiple scenarios +❌ Forgetting that trends don't last forever +❌ Missing early warning signs + +--- + +**Remember**: Forecasting isn't about being right - it's about being prepared for different futures. The best forecasts help you make better decisions today, whatever tomorrow brings. 🔮📊 +==================== END: .bmad-trend-insights-platform/tasks/forecast-trend.md ==================== + +==================== START: .bmad-trend-insights-platform/tasks/explore-niches.md ==================== +# Task: Explore Niches + +## Objective +Discover underserved niche opportunities within broader trends, helping users find specific segments with less competition and passionate audiences. + +## Instructions + +### Step 1: Define Exploration Scope +Clarify with the user: +- **Broader trend/category**: What trend or category should we explore? (e.g., "sustainable fashion," "air quality monitoring," "wellness supplements") +- **Exploration goal**: Why are they looking for niches? + - Find less competitive spaces? + - Target specific audiences? + - Differentiate from mainstream players? + - Discover passion communities? +- **Resources/constraints**: What matters to them? (Capital, expertise, passion, quick entry, etc.) + +### Step 2: Map the Broader Landscape +Research the main trend to understand the full ecosystem: + +#### Main Trend Overview +- **What is it**: Core description of the broader trend +- **Market size**: How big is the overall market? +- **Main segments**: What are the obvious sub-categories? +- **Dominant players**: Who controls the mainstream? +- **Mainstream customer**: Who's being served well? + +#### Saturation Analysis +- **Crowded areas**: Where is competition intense? +- **Price wars**: Where are margins being compressed? +- **Me-too products**: What's been overdone? +- **Mainstream messaging**: What's everyone saying? + +### Step 3: Hunt for Niche Opportunities +Use web search to discover underserved segments: + +#### Demographic Niches +Search for trend + specific demographics: +- Age groups (Gen Z, millennials, seniors, kids) +- Gender-specific applications +- Geographic/cultural variations +- Income levels (budget, luxury, middle-market) +- Profession-specific needs + +#### Use-Case Niches +Search for specific applications: +- Specific problems within the broader category +- Industry-specific versions +- Activity-specific uses +- Seasonal or situational needs +- Skill-level variations (beginner vs. expert) + +#### Value Proposition Niches +Look for alternative positioning: +- Sustainability-focused versions +- Luxury/premium positioning +- Budget/value positioning +- Convenience-focused +- Community-driven approaches +- Educational/learning focus + +#### Format/Delivery Niches +Search for alternative formats: +- Subscription vs. one-time +- Digital vs. physical +- Service vs. product +- DIY vs. done-for-you +- Mobile/portable versions + +#### Intersection Niches +Look for trend intersections: +- [Main trend] + [Another trend] +- Examples: "Vegan athletic wear," "Sustainable pet products," "Meditation for entrepreneurs" + +### Step 4: Validate Niche Opportunities +For each promising niche discovered, assess: + +#### Interest Signals +- **Search volume**: Are people looking for this? +- **Related searches**: What else are they curious about? +- **Forums/communities**: Are there discussions? +- **Social media**: Any dedicated hashtags or accounts? +- **Content gap**: Are people asking questions without good answers? + +#### Competition Assessment +- **Direct competitors**: How many direct solutions exist? +- **Quality of solutions**: Are current options good? +- **Price points**: What's available at what cost? +- **Marketing sophistication**: How well are others reaching this audience? + +#### Market Viability +- **Audience size**: Large enough to sustain a business? +- **Willingness to pay**: Can this segment afford solutions? +- **Accessibility**: Can you reach this audience? +- **Passion level**: How much do they care? + +### Step 5: Present Niche Analysis + +```markdown +# Niche Opportunity Analysis: [Broader Trend] +**Exploration Date**: [Today's date] +**Main Trend**: [Name of broader trend/category] +**Niches Discovered**: [Number] + +--- + +## 🎯 Executive Summary + +We explored **[broader trend]** to discover underserved niche opportunities with less competition and passionate audiences. + +**Key Findings**: +- [X] niche opportunities identified +- [Y] high-potential niches recommended +- [Z] emerging micro-trends spotted + +**Top Recommendation**: [Highest potential niche discovered] + +--- + +## 📊 Broader Trend Context + +### Main Trend Overview +**What it is**: [Description] +**Market size**: [If available] +**Stage**: [Emerging/Growth/Mature] + +### Saturated Areas (⚠️ Avoid) +These segments are overcrowded: +1. **[Saturated niche 1]**: [Why it's overcrowded] +2. **[Saturated niche 2]**: [Why it's overcrowded] +3. **[Saturated niche 3]**: [Why it's overcrowded] + +--- + +## 💎 Niche Opportunities Discovered + +### 1. [Niche Name] 🌟 +**Type**: [Demographic/Use-case/Value-prop/Format/Intersection] +**Opportunity Score**: [X/10] + +**What it is**: +[Clear description of this niche - who it serves and how it's different] + +**Why it's underserved**: +- [Reason 1 why this niche has gaps] +- [Reason 2 why this niche has gaps] + +**The Audience**: +- **Size**: [Estimated audience size - thousands, millions?] +- **Demographics**: [Who they are] +- **Psychographics**: [What they care about] +- **Pain points**: [What they struggle with] + +**Market Signals**: +- Search interest: [Rising/Moderate/Low] +- Competition: [Low/Medium/High] +- Price points: [$X - $Y] +- Community: [Active/Growing/None] + +**Opportunity**: +[Specific way to serve this niche] + +**Entry Strategy**: +1. [First step to enter this niche] +2. [Second step] +3. [Third step] + +**Why it's promising**: +✅ [Advantage 1] +✅ [Advantage 2] +✅ [Advantage 3] + +**Challenges**: +⚠️ [Challenge 1] +⚠️ [Challenge 2] + +**Best for**: [Type of person/business that should pursue this] + +--- + +### 2. [Niche Name] 🌟 +[... Repeat structure for each niche ...] + +--- + +### 3. [Niche Name] 🌟 +[... Repeat structure for each niche ...] + +--- + +## 🔍 Emerging Micro-Trends + +These are very early-stage niche opportunities - higher risk, higher potential: + +### [Micro-trend Name] +**What we're seeing**: [Early signals] +**Why it might grow**: [Reasoning] +**Risk level**: [High/Very High] +**For**: [Type of person willing to experiment] + +--- + +## 🎯 Niche Opportunity Matrix + +### High Potential / Low Competition (💰 Sweet Spot) + +1. **[Niche name]** + - **Why it's a sweet spot**: [Reason] + - **Quick move**: [First action] + - **Investment level**: [Low/Med/High] + +### Moderate Potential / Low Competition (🌱 Growing Market) + +1. **[Niche name]** + - **The opportunity**: [Description] + - **Growth driver**: [What will make this grow] + +### High Potential / High Competition (⚡ Differentiation Required) + +1. **[Niche name]** + - **The challenge**: [Why it's competitive] + - **How to win**: [Differentiation strategy] + +### Passion Niches (❤️ Loyal but Small) + +1. **[Niche name]** + - **The community**: [Description] + - **Best approach**: [How to serve this passionate audience] + +--- + +## 📈 Comparison to Mainstream + +| Factor | Mainstream [Trend] | Niche Opportunities | +|--------|-------------------|---------------------| +| **Competition** | 🔴 High | 🟢 Low to Medium | +| **Market Size** | 🟢 Large | 🟡 Smaller but sufficient | +| **Barriers to Entry** | 🔴 High | 🟢 Lower | +| **Customer Loyalty** | 🟡 Moderate | 🟢 Higher | +| **Marketing Cost** | 🔴 High | 🟢 Lower | +| **Differentiation** | 🔴 Difficult | 🟢 Easier | + +**Niche Advantage**: [Key reason why niches are better opportunities] + +--- + +## 🚀 Strategic Recommendations + +### Top 3 Niches to Pursue + +#### #1: [Niche Name] 🏆 +**Why it's #1**: [Reasoning] + +**Who should pursue this**: +- [Ideal founder/business type] +- [Required skills/resources] +- [Personality/values fit] + +**Go-to-Market Plan**: +1. **Month 1**: [Actions] +2. **Month 2**: [Actions] +3. **Month 3**: [Actions] + +**Success Metrics**: [How to measure progress] + +**Expected Timeline**: [When to see traction] + +**Investment Required**: [$X or time/resources] + +--- + +#### #2: [Niche Name] 🥈 +[... Repeat structure ...] + +--- + +#### #3: [Niche Name] 🥉 +[... Repeat structure ...] + +--- + +## 💡 Niche Selection Framework + +**Choose based on your strengths**: + +| Your Strength | Best Niche Match | +|---------------|------------------| +| **Domain expertise** | [Niche requiring knowledge] | +| **Audience access** | [Niche where you have distribution] | +| **Limited budget** | [Low-cost entry niche] | +| **Content creation** | [Niche with content gap] | +| **Community building** | [Niche with passionate audience] | +| **Technical skills** | [Niche requiring tech solution] | + +--- + +## 🔬 Niche Validation Checklist + +Before committing to a niche, validate: + +**Demand Validation**: +- [ ] Search volume exists (at least some people looking) +- [ ] Forum/community discussions found +- [ ] Social media evidence of interest +- [ ] Related product/service search + +**Competition Validation**: +- [ ] Fewer than [X] direct competitors +- [ ] Existing solutions have gaps/weaknesses +- [ ] Room for differentiation exists +- [ ] Not dominated by major players + +**Viability Validation**: +- [ ] Audience size sufficient (at least [X] potential customers) +- [ ] Willingness to pay evidence found +- [ ] Reachable through specific channels +- [ ] Margins can support the business + +**Fit Validation**: +- [ ] Aligns with your skills/interests +- [ ] Within your budget constraints +- [ ] Matches your timeline expectations +- [ ] You can access/reach this audience + +--- + +## 🎯 Niche Entry Strategies + +### The Wedge Strategy +Start with the smallest viable niche and expand: +1. **Start**: [Smallest, most specific niche] +2. **Expand to**: [Slightly broader niche] +3. **Eventually**: [Broader market] + +**Example**: Instagram started with iPhone photo filters → expanded to Android → became a general social network + +### The Intersection Strategy +Combine two niches where you have unique authority: +- **Your expertise** × **Underserved audience** = Unique positioning + +### The Anti-Mainstream Strategy +Position directly against what mainstream offers: +- If mainstream is premium → You're budget-friendly +- If mainstream is complex → You're simple +- If mainstream is mass-market → You're exclusive + +--- + +## ⚠️ Niche Pitfalls to Avoid + +❌ **Too narrow**: Market so small it can't sustain a business +- **Warning sign**: Fewer than [X] potential customers +- **Fix**: Expand slightly or find adjacent niches + +❌ **No willingness to pay**: Audience exists but won't spend +- **Warning sign**: No existing paid products in this niche +- **Fix**: Look for evidence of paid solutions elsewhere + +❌ **Inaccessible audience**: Can't reach them cost-effectively +- **Warning sign**: No clear marketing channels +- **Fix**: Find niches where you have distribution advantages + +❌ **Niche of one**: Only you care about this +- **Warning sign**: Zero search volume or community discussion +- **Fix**: Validate demand before building + +--- + +## 📚 Next Steps + +### Immediate Actions (This Week): +1. [ ] Choose your top 1-2 niches from this analysis +2. [ ] Join communities where your niche audience hangs out +3. [ ] Talk to 5-10 potential customers to validate assumptions +4. [ ] Research top 3 competitors (if any) in your chosen niche + +### Validation Phase (This Month): +1. [ ] Create small test to validate demand +2. [ ] Build minimal landing page/offer +3. [ ] Drive small amount of traffic to test +4. [ ] Collect feedback and refine + +### Next Analysis: +- **Deep-dive your chosen niche**: Use `/analyze-trend [niche]` +- **Compare top niches**: Use `/compare-trends [niche1] [niche2]` +- **Forecast niche trajectory**: Use `/trend-forecast [niche]` + +--- + +## 📊 Analysis Metadata +**Main Trend**: [Broader trend analyzed] +**Niches Discovered**: [Number] +**Analysis Date**: [Today's date] +**Top Recommendation**: [Highest potential niche] + +--- + +*💡 Remember: Riches are in the niches! The best opportunities are often in underserved segments that others overlook.* 🎯 + +*Want to discover more trends? Use `/discover-trends`* +*Want to analyze the broader trend? Use `/analyze-trend`* +``` + +### Step 6: Provide Decision Support +Help them choose which niche to pursue: + +**Key questions to ask**: +- Which niche aligns best with your skills/experience? +- Which niche can you reach most easily? +- Which niche excites you most? (Passion matters for longevity) +- Which niche fits your budget/resource constraints? +- Which niche has the best timing right now? + +### Step 7: Offer Validation Support +Suggest how they can validate their chosen niche: + +**Validation tactics**: +- Join niche communities and observe +- Interview potential customers +- Create content and gauge engagement +- Build minimal landing page and test interest +- Run small ads to test demand + +### Step 8: Next Steps +Ask if they'd like to: +- Deep-dive into a specific niche (`/analyze-trend`) +- Compare top niches head-to-head (`/compare-trends`) +- Forecast niche trajectory (`/trend-forecast`) +- Discover more trends in adjacent categories (`/discover-trends`) + +## Success Criteria +✅ 5-10 concrete niche opportunities identified +✅ Mix of niche types (demographic, use-case, value-prop, etc.) +✅ Clear assessment of opportunity and competition for each +✅ Validation of demand signals for each niche +✅ Strategic recommendations prioritizing top opportunities +✅ Entry strategies and next steps provided +✅ Honest about challenges and risks + +## Tips for Excellent Niche Discovery + +- **Go deep**: The best niches are often several layers down +- **Follow the passion**: Look for communities, not just categories +- **Think intersection**: Combine two niches for unique positioning +- **Validate demand**: Ensure people actually want this +- **Check competition**: Less is more when starting +- **Consider access**: Can you actually reach this audience? + +## Common Mistakes to Avoid +❌ Picking a niche because you think it's cool (vs. validating demand) +❌ Going too narrow - niche needs sufficient audience size +❌ Ignoring competition in adjacent niches +❌ Not validating willingness to pay +❌ Choosing a niche you have no way to reach +❌ Assuming niche audiences will stay niche forever + +--- + +**Remember**: The best niche is at the intersection of: (1) Underserved demand, (2) Low competition, (3) Your unique strengths, and (4) Sufficient market size. Find that sweet spot! 💎 +==================== END: .bmad-trend-insights-platform/tasks/explore-niches.md ==================== + +==================== START: .bmad-trend-insights-platform/templates/trend-report-tmpl.yaml ==================== +metadata: + name: Trend Insights Report + description: Comprehensive trend analysis report covering multiple trends, patterns, and opportunities + version: 1.0.0 + template_type: report + +sections: + - id: header + title: Report Header + required: true + fields: + - name: report_title + label: Report Title + type: text + placeholder: "Internet Pipes: Trend Insights Report - [Category]" + required: true + + - name: category + label: Category/Focus Area + type: text + placeholder: "e.g., Wellness, Technology, Food & Beverage" + required: true + + - name: report_date + label: Report Date + type: date + required: true + + - name: analysis_period + label: Analysis Period + type: text + placeholder: "e.g., Q4 2024 - Q1 2025" + required: true + + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: overview + label: Overview + type: longtext + placeholder: "3-4 paragraphs covering: state of trends, key patterns, biggest opportunities, critical recommendations" + required: true + + - name: trends_analyzed + label: Number of Trends Analyzed + type: number + required: true + + - name: rising_stars + label: Rising Stars Count + type: number + required: false + + - name: hidden_gems + label: Hidden Gems Count + type: number + required: false + + - name: top_opportunities + label: Top 3 Recommended Opportunities + type: list + required: true + + - id: trending_now + title: Trending Now - Detailed Analysis + required: true + repeatable: true + min_items: 5 + max_items: 15 + fields: + - name: trend_name + label: Trend Name + type: text + required: true + + - name: status + label: Status + type: select + options: ["Emerging 🌱", "Rising 🚀", "Hot ⚡", "Mainstream 📊", "Declining 📉"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: description + label: What It Is + type: text + placeholder: "Clear 1-2 sentence description" + required: true + + - name: why_trending + label: Why It's Trending + type: list + placeholder: "List 2-3 primary drivers" + required: true + + - name: search_interest + label: Search Interest + type: select + options: ["Rising", "High", "Moderate", "Low", "Declining"] + required: true + + - name: market_size + label: Market Size + type: text + placeholder: "If available, e.g., $500M" + required: false + + - name: competition + label: Competition Level + type: select + options: ["Low", "Medium", "High"] + required: true + + - name: price_range + label: Price Range + type: text + placeholder: "e.g., $10-$50" + required: false + + - name: target_audience + label: Target Audience + type: text + placeholder: "Demographics and psychographics" + required: true + + - name: key_players + label: Key Players + type: list + placeholder: "Top 2-3 brands/companies" + required: false + + - name: market_gap + label: Market Gap + type: text + placeholder: "Specific underserved opportunity" + required: false + + - name: why_it_matters + label: Why It Matters + type: text + placeholder: "Strategic insight" + required: true + + - name: opportunity + label: Opportunity + type: text + placeholder: "Specific way to capitalize" + required: true + + - id: pattern_analysis + title: Pattern Analysis + required: true + fields: + - name: macro_themes + label: Macro Themes + type: repeatable_section + min_items: 2 + max_items: 5 + fields: + - name: theme_name + label: Theme Name + type: text + required: true + + - name: description + label: Description + type: text + required: true + + - name: trends_in_cluster + label: Trends in This Cluster + type: list + required: true + + - name: consumer_insight + label: What It Reveals + type: text + required: true + + - name: opportunity + label: Opportunity + type: text + required: true + + - name: consumer_insights + label: Consumer Behavior Insights + type: longtext + placeholder: "What people want, underlying needs (functional, emotional, social, novelty)" + required: true + + - id: opportunity_matrix + title: Opportunity Matrix + required: true + fields: + - name: sweet_spot + label: High Opportunity / Low Competition (Sweet Spot) + type: list + placeholder: "Trends offering best risk/reward" + required: true + + - name: competitive_play + label: High Opportunity / High Competition + type: list + placeholder: "Large markets but crowded" + required: false + + - name: niche_play + label: Low Competition / Low Opportunity (Niche) + type: list + placeholder: "Small but potentially loyal audiences" + required: false + + - name: avoid + label: High Competition / Low Opportunity (Avoid) + type: list + placeholder: "Oversaturated with limited upside" + required: false + + - id: strategic_recommendations + title: Strategic Recommendations + required: true + fields: + - name: top_opportunities + label: Top 3 Opportunities to Pursue + type: repeatable_section + min_items: 3 + max_items: 3 + fields: + - name: opportunity_name + label: Opportunity Name + type: text + required: true + + - name: reasoning + label: Why (Reasoning) + type: text + required: true + + - name: target_audience + label: Target Audience + type: text + required: true + + - name: go_to_market + label: Go-to-Market Strategy + type: text + required: true + + - name: investment_level + label: Investment Level + type: text + placeholder: "e.g., $5K, Low time commitment" + required: false + + - name: timeline + label: Expected Timeline + type: text + required: false + + - name: success_metrics + label: Success Metrics + type: text + required: false + + - name: quick_wins + label: Quick Wins (Start This Week) + type: list + required: true + + - name: content_strategy + label: Content Strategy + type: longtext + placeholder: "Topic clusters and SEO opportunities" + required: false + + - id: risk_assessment + title: Risk Assessment + required: true + fields: + - name: cautionary_trends + label: Trends to Watch Cautiously + type: list + required: false + + - name: potential_fads + label: Potential Fads + type: list + required: false + + - name: external_risks + label: External Risks + type: longtext + placeholder: "Regulatory, economic, cultural risks" + required: false + + - id: future_outlook + title: 6-Month Outlook + required: true + fields: + - name: likely_to_grow + label: Trends Likely to Grow + type: list + required: true + + - name: likely_to_peak + label: Trends Likely to Peak + type: list + required: false + + - name: emerging_signals + label: Emerging Signals to Monitor + type: list + required: false + + - id: methodology + title: Methodology & Sources + required: true + fields: + - name: data_sources + label: Data Sources + type: list + placeholder: "Google Trends, social media, news, e-commerce, etc." + required: true + + - name: analysis_period + label: Analysis Period + type: text + required: true + + - name: limitations + label: Limitations + type: text + required: false + + - id: next_steps + title: Next Steps + required: true + fields: + - name: immediate_actions + label: Immediate Actions (This Week) + type: checklist + required: true + + - name: short_term_actions + label: Short-term Actions (This Month) + type: checklist + required: false + + - name: long_term_actions + label: Long-term Actions (This Quarter) + type: checklist + required: false + + - name: deep_dive_recommendations + label: Trends Worth Deep-Diving + type: list + required: false + +output: + format: markdown + filename_pattern: "trend-report-{category}-{date}.md" + include_table_of_contents: true + include_metadata_footer: true +==================== END: .bmad-trend-insights-platform/templates/trend-report-tmpl.yaml ==================== + +==================== START: .bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml ==================== +metadata: + name: Deep Trend Analysis + description: Comprehensive single-trend analysis with market intelligence and strategic recommendations + version: 1.0.0 + template_type: analysis + +sections: + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: trend_name + label: Trend Name + type: text + required: true + + - name: category + label: Category + type: text + required: true + + - name: status + label: Status + type: select + options: ["🔥 Rising", "⚡ Hot", "📊 Stable", "📉 Declining"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: summary + label: Summary + type: text + placeholder: "2-3 sentence summary of the trend and key takeaway" + required: true + + - id: what_is_it + title: What Is It? + required: true + fields: + - name: description + label: Description + type: longtext + placeholder: "Clear, comprehensive description of the trend" + required: true + + - name: origin + label: Origin + type: text + placeholder: "Where it started and when" + required: false + + - name: key_characteristics + label: Key Characteristics + type: list + min_items: 3 + required: true + + - id: trend_data + title: Trend Data & Metrics + required: true + fields: + - name: search_volume + label: Current Search Volume + type: select + options: ["High", "Medium", "Low"] + required: true + + - name: trajectory + label: Trajectory + type: text + placeholder: "e.g., Rising 45%, Stable, Declining 20%" + required: true + + - name: geographic_hotspots + label: Geographic Hotspots + type: list + required: false + + - name: peak_periods + label: Peak Periods + type: text + placeholder: "Seasonal patterns if any" + required: false + + - name: related_searches + label: Top Related Searches + type: list + min_items: 3 + max_items: 10 + required: true + + - name: social_platforms + label: Primary Social Platforms + type: list + required: false + + - name: hashtags + label: Relevant Hashtags + type: list + required: false + + - name: influencer_activity + label: Notable Influencers/Advocates + type: list + required: false + + - id: why_trending + title: Why It's Trending + required: true + fields: + - name: primary_drivers + label: Primary Drivers + type: repeatable_section + min_items: 2 + max_items: 5 + fields: + - name: driver_name + label: Driver Name + type: text + required: true + + - name: explanation + label: Explanation + type: text + required: true + + - name: functional_need + label: Functional Need Fulfilled + type: text + placeholder: "What problem it solves" + required: true + + - name: emotional_need + label: Emotional Need Fulfilled + type: text + placeholder: "How it makes people feel" + required: false + + - name: social_need + label: Social Need Fulfilled + type: text + placeholder: "Identity/status/belonging aspects" + required: false + + - name: target_demographics + label: Target Demographics + type: text + placeholder: "Age, gender, location, income" + required: true + + - name: target_psychographics + label: Target Psychographics + type: text + placeholder: "Values, interests, lifestyle" + required: true + + - name: pain_points + label: Pain Points + type: text + placeholder: "What they're struggling with" + required: true + + - id: market_landscape + title: Market Landscape + required: true + fields: + - name: market_size + label: Current Market Size + type: text + placeholder: "Size/revenue if available" + required: false + + - name: growth_rate + label: Growth Rate + type: text + placeholder: "Annual growth percentage" + required: false + + - name: projections + label: Future Projections + type: text + required: false + + - name: key_players + label: Key Players + type: repeatable_section + min_items: 1 + max_items: 5 + fields: + - name: company_name + label: Company/Brand Name + type: text + required: true + + - name: offering + label: What They Offer + type: text + required: true + + - name: positioning + label: Positioning + type: text + required: false + + - name: price_points + label: Price Points + type: repeatable_section + fields: + - name: tier + label: Tier + type: select + options: ["Budget", "Mid-range", "Premium"] + required: true + + - name: range + label: Price Range + type: text + required: true + + - name: market_gaps + label: Market Gaps + type: list + placeholder: "Underserved segments or needs" + required: true + + - id: trend_assessment + title: Trend Assessment + required: true + fields: + - name: sustainability_verdict + label: Sustainability Verdict + type: select + options: ["✅ Sustainable Trend", "⚠️ Monitor Closely", "❌ Likely Fad"] + required: true + + - name: evidence + label: Evidence + type: list + placeholder: "Positive indicators, risk factors, concerns" + required: true + + - name: market_size_score + label: Market Size Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: market_size_reasoning + label: Market Size Reasoning + type: text + required: true + + - name: competition_score + label: Competition Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: competition_reasoning + label: Competition Reasoning + type: text + required: true + + - name: barriers_score + label: Barriers to Entry Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: barriers_reasoning + label: Barriers Reasoning + type: text + required: true + + - name: timing_score + label: Timing Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: timing_reasoning + label: Timing Reasoning + type: text + required: true + + - name: alignment_score + label: Macro Trend Alignment Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: alignment_reasoning + label: Alignment Reasoning + type: text + required: true + + - id: recommendations + title: Strategic Recommendations + required: true + fields: + - name: entrepreneur_opportunity + label: Opportunity for Entrepreneurs + type: text + required: true + + - name: entrepreneur_approach + label: Approach for Entrepreneurs + type: list + min_items: 3 + required: true + + - name: entrepreneur_quick_test + label: Quick Test + type: text + placeholder: "Fast, low-cost way to validate" + required: false + + - name: content_creator_angles + label: Content Angles + type: list + required: false + + - name: content_creator_platforms + label: Best Platforms for Content + type: list + required: false + + - name: content_creator_keywords + label: SEO Keywords + type: list + required: false + + - name: investor_thesis + label: Investment Thesis + type: text + required: false + + - name: investor_companies + label: Companies to Watch + type: list + required: false + + - name: investor_timing + label: Investment Timing + type: select + options: ["Now", "Soon", "Wait"] + required: false + + - id: risk_factors + title: Risk Factors + required: true + fields: + - name: risks + label: Identified Risks + type: repeatable_section + min_items: 1 + max_items: 5 + fields: + - name: risk_name + label: Risk Name + type: text + required: true + + - name: description + label: Description + type: text + required: true + + - name: likelihood + label: Likelihood + type: select + options: ["High", "Medium", "Low"] + required: false + + - id: future_outlook + title: Future Outlook + required: true + fields: + - name: twelve_month_projection + label: 12-Month Projection + type: text + placeholder: "Where this trend is headed" + required: true + + - name: best_case + label: Best Case Scenario + type: text + required: false + + - name: most_likely + label: Most Likely Scenario + type: text + required: true + + - name: worst_case + label: Worst Case Scenario + type: text + required: false + + - id: sources + title: Sources & Data + required: true + fields: + - name: sources + label: Data Sources + type: list + required: true + + - name: analysis_date + label: Analysis Date + type: date + required: true + + - name: next_review + label: Next Review Date + type: text + placeholder: "Suggested follow-up timing" + required: false + +output: + format: markdown + filename_pattern: "trend-analysis-{trend_name}-{date}.md" + include_metadata_footer: true +==================== END: .bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml ==================== + +==================== START: .bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml ==================== +metadata: + name: Niche Opportunity Analysis + description: Analysis of underserved niche opportunities within broader trends + version: 1.0.0 + template_type: analysis + +sections: + - id: header + title: Analysis Header + required: true + fields: + - name: broader_trend + label: Broader Trend/Category + type: text + required: true + + - name: exploration_date + label: Exploration Date + type: date + required: true + + - name: niches_discovered + label: Number of Niches Discovered + type: number + required: true + + - name: top_recommendation + label: Top Recommendation + type: text + required: true + + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: summary + label: Summary + type: longtext + placeholder: "Overview of niche exploration and key findings" + required: true + + - name: high_potential_count + label: High-Potential Niches Count + type: number + required: false + + - name: emerging_microtrends_count + label: Emerging Micro-Trends Count + type: number + required: false + + - id: broader_context + title: Broader Trend Context + required: true + fields: + - name: trend_description + label: What It Is + type: text + required: true + + - name: market_size + label: Market Size + type: text + required: false + + - name: stage + label: Stage + type: select + options: ["Emerging", "Growth", "Mature", "Declining"] + required: true + + - name: saturated_areas + label: Saturated Areas (Avoid) + type: repeatable_section + min_items: 1 + fields: + - name: area + label: Saturated Area + type: text + required: true + + - name: reason + label: Why It's Overcrowded + type: text + required: true + + - id: niche_opportunities + title: Niche Opportunities Discovered + required: true + repeatable: true + min_items: 3 + max_items: 10 + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: niche_type + label: Type + type: select + options: ["Demographic", "Use-case", "Value Proposition", "Format/Delivery", "Intersection"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: description + label: What It Is + type: text + placeholder: "Who it serves and how it's different" + required: true + + - name: why_underserved + label: Why It's Underserved + type: list + min_items: 2 + required: true + + - name: audience_size + label: Audience Size + type: text + placeholder: "Estimated size - thousands, millions?" + required: true + + - name: demographics + label: Demographics + type: text + required: true + + - name: psychographics + label: Psychographics + type: text + placeholder: "What they care about" + required: true + + - name: pain_points + label: Pain Points + type: text + required: true + + - name: search_interest + label: Search Interest + type: select + options: ["Rising", "Moderate", "Low"] + required: true + + - name: competition + label: Competition + type: select + options: ["Low", "Medium", "High"] + required: true + + - name: price_points + label: Price Points + type: text + required: false + + - name: community + label: Community + type: select + options: ["Active", "Growing", "None"] + required: false + + - name: opportunity + label: Opportunity + type: text + placeholder: "Specific way to serve this niche" + required: true + + - name: entry_strategy + label: Entry Strategy + type: list + min_items: 3 + required: true + + - name: advantages + label: Why It's Promising + type: list + min_items: 3 + required: true + + - name: challenges + label: Challenges + type: list + min_items: 1 + required: true + + - name: best_for + label: Best For + type: text + placeholder: "Type of person/business that should pursue this" + required: true + + - id: microtrends + title: Emerging Micro-Trends + required: false + fields: + - name: microtrends + label: Micro-Trends + type: repeatable_section + fields: + - name: name + label: Micro-Trend Name + type: text + required: true + + - name: signals + label: What We're Seeing + type: text + required: true + + - name: growth_potential + label: Why It Might Grow + type: text + required: true + + - name: risk_level + label: Risk Level + type: select + options: ["High", "Very High"] + required: true + + - name: for_whom + label: For + type: text + placeholder: "Type of person willing to experiment" + required: false + + - id: opportunity_matrix + title: Niche Opportunity Matrix + required: true + fields: + - name: sweet_spot + label: High Potential / Low Competition (Sweet Spot) + type: repeatable_section + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: why_sweet_spot + label: Why It's a Sweet Spot + type: text + required: true + + - name: quick_move + label: Quick Move + type: text + required: false + + - name: investment_level + label: Investment Level + type: select + options: ["Low", "Medium", "High"] + required: false + + - name: growing_market + label: Moderate Potential / Low Competition (Growing Market) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: opportunity + label: The Opportunity + type: text + required: true + + - name: growth_driver + label: Growth Driver + type: text + required: false + + - name: differentiation_required + label: High Potential / High Competition (Differentiation Required) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: challenge + label: The Challenge + type: text + required: true + + - name: how_to_win + label: How to Win + type: text + required: false + + - name: passion_niches + label: Passion Niches (Loyal but Small) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: community + label: The Community + type: text + required: true + + - name: best_approach + label: Best Approach + type: text + required: false + + - id: recommendations + title: Strategic Recommendations + required: true + fields: + - name: top_niches + label: Top 3 Niches to Pursue + type: repeatable_section + min_items: 1 + max_items: 3 + fields: + - name: rank + label: Rank + type: number + required: true + + - name: niche_name + label: Niche Name + type: text + required: true + + - name: why_ranked + label: Why This Ranking + type: text + required: true + + - name: ideal_pursuer + label: Who Should Pursue This + type: text + placeholder: "Ideal founder/business type, required skills/resources" + required: true + + - name: go_to_market + label: Go-to-Market Plan + type: longtext + placeholder: "Month-by-month actions" + required: true + + - name: success_metrics + label: Success Metrics + type: text + required: false + + - name: expected_timeline + label: Expected Timeline + type: text + placeholder: "When to see traction" + required: false + + - name: investment_required + label: Investment Required + type: text + required: false + + - id: niche_validation + title: Niche Validation Checklist + required: true + fields: + - name: validation_steps + label: Validation Steps + type: checklist + items: + - "Search volume exists (at least some people looking)" + - "Forum/community discussions found" + - "Social media evidence of interest" + - "Related product/service search" + - "Fewer than X direct competitors" + - "Existing solutions have gaps/weaknesses" + - "Room for differentiation exists" + - "Not dominated by major players" + - "Audience size sufficient" + - "Willingness to pay evidence found" + - "Reachable through specific channels" + - "Margins can support the business" + - "Aligns with your skills/interests" + - "Within your budget constraints" + required: false + + - id: next_steps + title: Next Steps + required: true + fields: + - name: immediate_actions + label: Immediate Actions (This Week) + type: checklist + required: true + + - name: validation_phase + label: Validation Phase (This Month) + type: checklist + required: false + + - name: next_analysis + label: Next Analysis Recommendations + type: list + required: false + +output: + format: markdown + filename_pattern: "niche-analysis-{broader_trend}-{date}.md" + include_metadata_footer: true +==================== END: .bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml ==================== + +==================== START: .bmad-trend-insights-platform/data/internet-pipes-framework.md ==================== +# Internet Pipes Framework + +## Overview + +The **Internet Pipes Framework** is a methodology for discovering what people actually want by analyzing digital footprints across the web. Unlike traditional market research (focus groups, surveys, interviews), Internet Pipes taps into authentic revealed preferences through search behavior, social activity, and online conversations. + +## Core Philosophy + +### The Problem with Traditional Research +- **Focus groups**: People lie (consciously or not) about their preferences +- **Surveys**: Response bias, social desirability bias, limited sample size +- **Interviews**: Time-consuming, expensive, can't scale +- **Intuition**: Often wrong, based on personal experience not data + +### The Internet Pipes Solution +- **Revealed preferences**: Watch what people do, not what they say +- **Scale**: Billions of data points daily (6M Google searches/minute!) +- **Authenticity**: People searching when nobody's watching = real desires +- **Real-time**: Identify trends as they emerge, not after they peak +- **Accessible**: Available to anyone with internet access + +## The Five Pillars + +### 1. Signal Detection +**What it is**: Monitoring multiple internet sources for emerging patterns + +**Data Sources**: +- **Search engines**: Google Trends, search autocomplete, related searches +- **Social media**: TikTok, Instagram, Twitter/X, Reddit, Pinterest +- **E-commerce**: Amazon Best Sellers, Etsy trending, eBay watching +- **Content platforms**: YouTube trends, Medium tags, Substack growth +- **News**: Google News, niche publications, industry blogs +- **Communities**: Subreddits, Facebook groups, Discord servers, forums + +**What to look for**: +- Rising search volumes +- Increasing social mentions +- New hashtags gaining traction +- Product categories showing growth +- Questions being asked repeatedly +- Gaps in existing conversations + +**Signals vs. Noise**: +- ✅ **Signal**: Sustained increase over weeks/months +- ❌ **Noise**: Single viral moment or spike +- ✅ **Signal**: Multiple independent sources showing similar patterns +- ❌ **Noise**: One influencer's isolated post +- ✅ **Signal**: Organic growth without paid promotion +- ❌ **Noise**: Obvious paid advertising campaigns + +### 2. Pattern Recognition +**What it is**: Identifying trend clusters and relationships + +**Pattern Types**: + +**A. Category Clusters** +- Related trends emerging simultaneously +- Example: Cold plunging + breathwork + contrast therapy = wellness recovery trend cluster + +**B. Demographic Patterns** +- Specific age groups, genders, or locations driving interest +- Example: Gen Z interest in "underconsumption core" and anti-haul content + +**C. Temporal Patterns** +- Seasonal trends (Halloween costumes, summer wellness) +- Cyclical trends (New Year resolutions, back-to-school) +- Secular trends (long-term shifts like plant-based eating) + +**D. Causal Relationships** +- Technology enablers (TikTok enables short-form content trends) +- Cultural catalysts (pandemic drives home fitness) +- Economic drivers (inflation drives budget-friendly trends) + +**E. Substitution Patterns** +- New alternatives replacing existing solutions +- Example: Monk fruit sweetener replacing stevia + +**F. Intersection Opportunities** +- Two trends combining to create new niches +- Example: Sustainable + athletic wear = eco-friendly activewear + +**Pattern Analysis Questions**: +1. Are these trends related or coincidental? +2. What underlying need connects these trends? +3. Who is driving this pattern? +4. What external factors enable this pattern? +5. Is this pattern accelerating or decelerating? + +### 3. Context Analysis +**What it is**: Understanding the "why" behind the trend + +**Context Layers**: + +**A. Need Analysis** +What need is being fulfilled? +- **Functional**: Solves a practical problem (air quality monitors → know if air is safe) +- **Emotional**: Provides feelings (cozy cardio → guilt-free movement) +- **Social**: Enables identity/status/belonging (permanent jewelry → commitment symbol) +- **Novelty**: Satisfies curiosity (butterfly pea tea → magical color-changing) + +**B. Timing Analysis** +Why is this trending NOW? +- **Technology**: New tech makes it possible (AI enables ChatGPT) +- **Cultural shift**: Values changing (sustainability drives eco-products) +- **Economic**: Financial conditions (recession drives "dupe culture") +- **Regulatory**: Laws change landscape (CBD legalization) +- **Influencer effect**: Celebrity/creator adoption (Huberman drives AG1) +- **Pandemic effects**: COVID changes behavior (remote work drives home office) + +**C. Audience Analysis** +Who wants this? +- **Early adopters**: First to try, willing to pay premium +- **Demographics**: Age, gender, location, income +- **Psychographics**: Values, interests, lifestyle +- **Pain points**: What problem are they trying to solve? +- **Current alternatives**: What are they using now? + +**D. Competitive Context** +What's the market situation? +- **Market stage**: Emerging, growth, mature, declining +- **Competition**: None, few, many, dominated +- **Alternatives**: What else solves this problem? +- **Barriers**: Easy or hard to enter? + +### 4. Opportunity Mapping +**What it is**: Connecting trends to business opportunities + +**Opportunity Types**: + +**A. Direct Product/Service** +- Create product serving the trend +- Example: Glowing sunscreen → Develop UV-reactive sunscreen brand + +**B. Complementary Products** +- Sell products that enhance the trend +- Example: Cold plunge trend → Sell recovery protocols, thermometers + +**C. Content & Education** +- Create content about the trend +- Example: Butterfly pea tea → YouTube channel on color-changing drinks + +**D. Community & Connection** +- Build community around the trend +- Example: Permanent jewelry → Instagram community for wearers + +**E. Tools & Platforms** +- Create tools to serve the trend +- Example: Air quality trend → App comparing local air quality data + +**F. Distribution & Access** +- Improve access to existing trend products +- Example: Subscription box for trending wellness products + +**Opportunity Evaluation Framework**: + +| Criterion | Questions to Ask | +|-----------|------------------| +| **Market Size** | How many people want this? Growing or shrinking? | +| **Competition** | How many others are doing this? Quality of competition? | +| **Barriers** | How hard is it to enter? Capital, expertise, distribution? | +| **Timing** | Early, middle, or late in trend lifecycle? | +| **Monetization** | How do you make money? Proven models exist? | +| **Defensibility** | Can you build a moat? Or easily copied? | +| **Alignment** | Does it fit broader macro trends? | +| **Passion** | Do you care about this? (Important for longevity) | + +**Opportunity Scoring**: +Rate each criterion 1-10, calculate average for overall opportunity score. + +### 5. Validation +**What it is**: Cross-referencing across multiple data sources + +**Validation Methods**: + +**A. Multi-Source Validation** +- Check 3+ independent data sources +- Search (Google Trends) + Social (TikTok views) + Commerce (Amazon sales rank) +- If all point same direction = high confidence + +**B. Temporal Validation** +- Check trend over time (not just current snapshot) +- Look for: sustained growth, not just spikes +- Minimum 3-6 months of data + +**C. Geographic Validation** +- Where is this trending? Just one region or multiple? +- US-only or global? Urban or rural? +- Early markets often predict later markets + +**D. Demographic Validation** +- Is this just one demographic or crossing segments? +- Single-demo = niche opportunity +- Cross-demo = mainstream potential + +**E. Conversation Validation** +- People asking questions? (indicates interest + info gap) +- People answering questions? (indicates expertise forming) +- People creating content? (indicates community forming) + +**F. Commercial Validation** +- Products being sold? +- Sales data available? +- Price points established? +- Reviews and ratings? + +**Validation Confidence Levels**: +- 🟢 **High confidence**: 5+ sources, 6+ months data, multiple demographics, commercial activity +- 🟡 **Medium confidence**: 3-4 sources, 3-6 months data, single-demo, early commercial activity +- 🔴 **Low confidence**: 1-2 sources, <3 months data, unclear demo, no commercial activity + +## Practical Application + +### Step-by-Step Process + +**Step 1: Choose Your Domain** +- Industry/category to explore (wellness, tech, food, fashion, etc.) +- Or: Open exploration (what's trending generally?) + +**Step 2: Gather Signals** +- Google Trends: Search for category keywords, check "rising" queries +- Reddit: Browse relevant subreddits, sort by "hot" and "top this month" +- TikTok: Search hashtags, note view counts and growth +- Amazon: Check best sellers and movers & shakers in category +- YouTube: Search category, sort by upload date, note views/subscriber ratio + +**Step 3: Document Potential Trends** +For each signal, note: +- Trend name +- Where you found it +- Approximate interest level (search volume, social mentions) +- First observation of trend + +**Step 4: Analyze Patterns** +- Group related trends +- Identify common themes +- Look for intersections +- Note demographics + +**Step 5: Investigate Context** +For promising trends: +- Search "why is [trend] popular" +- Read articles about the trend +- Watch video content about it +- Join communities discussing it +- Understand who wants it and why + +**Step 6: Map Opportunities** +- Brainstorm ways to serve this trend +- Evaluate each opportunity against framework criteria +- Score opportunities + +**Step 7: Validate** +- Check multiple sources (minimum 3) +- Verify sustained interest (not just spike) +- Confirm commercial viability +- Test assumptions with small experiments + +**Step 8: Act or Monitor** +- **High confidence + good opportunity** → Act +- **High confidence + poor opportunity** → Pass +- **Low confidence + good opportunity** → Monitor and re-assess +- **Low confidence + poor opportunity** → Pass + +## Common Pitfalls to Avoid + +### ❌ Mistaking Noise for Signal +- **Pitfall**: Chasing every viral moment +- **Solution**: Require sustained interest over time + +### ❌ Confirmation Bias +- **Pitfall**: Only looking for data that confirms your hypothesis +- **Solution**: Actively seek contradictory evidence + +### ❌ Jumping on Too Late +- **Pitfall**: By the time it's mainstream, opportunity is gone +- **Solution**: Look for "rising" trends, not current trends + +### ❌ Too Narrow or Too Broad +- **Pitfall**: "Food is trending" (too broad) or "gluten-free oat milk for dogs" (too narrow) +- **Solution**: Find the goldilocks zone - specific but addressable + +### ❌ Ignoring Execution Difficulty +- **Pitfall**: Great trend but impossible for you to execute +- **Solution**: Consider your resources, skills, and constraints + +### ❌ Confusing Fad with Trend +- **Pitfall**: Investing in something that will die quickly +- **Solution**: Look for underlying needs, not just novelty + +### ❌ Not Validating Willingness to Pay +- **Pitfall**: People are interested but won't actually buy +- **Solution**: Look for evidence of commercial transactions + +## Examples in Action + +### Example 1: Glowing Sunscreen 📈 + +**Signal Detection**: +- Rising Google searches for "glowing sunscreen" and "UV sunscreen" +- TikTok videos showing UV-reactive sunscreen going viral +- Amazon sales of color-changing sunscreen increasing + +**Pattern Recognition**: +- Part of "visible skincare" trend cluster +- Related to sun safety awareness + social media shareability +- Particularly popular with Gen Z and millennial parents + +**Context Analysis**: +- **Why trending**: Makes sun protection visible (functional) + fun for kids (emotional) + shareable on social (social) +- **Why now**: TikTok enables demonstration of color-changing effect +- **Target audience**: Parents with young kids, skincare enthusiasts, beach-goers + +**Opportunity Mapping**: +- Direct: Create glowing sunscreen brand +- Complementary: UV detection accessories +- Content: Educational content about sun safety +- Community: Reviews and recommendations platform + +**Validation**: +- ✅ Multiple sources (Google, TikTok, Amazon) +- ✅ Sustained interest over 12+ months +- ✅ Multiple demographics +- ✅ Products being sold and reviewed +- 🟢 High confidence + +### Example 2: Butterfly Pea Tea 📈 + +**Signal Detection**: +- Search interest for "butterfly pea tea" rising +- Instagram aesthetic posts featuring color-changing tea +- Health blogs discussing benefits + +**Pattern Recognition**: +- Part of "functional beverages" trend cluster +- Related to natural colors, health trends, Instagram aesthetics +- Popular with health-conscious millennials + +**Context Analysis**: +- **Why trending**: Natural color changing (novelty) + health benefits (functional) + beautiful photos (social) +- **Why now**: Instagram culture values aesthetic beverages +- **Target audience**: Health-conscious, Instagram-active, interested in natural products + +**Opportunity Mapping**: +- Direct: Sell butterfly pea tea products +- Complementary: Recipe books, serving ware +- Content: How to make color-changing drinks +- Community: Natural beverage enthusiasts + +**Validation**: +- ✅ Multiple sources (Google, Instagram, health blogs) +- ✅ Sustained interest +- ✅ Products available but not oversaturated +- ✅ Strong community engagement +- 🟢 High confidence + +## Advanced Techniques + +### Trend Forecasting +Look for leading indicators: +- **Early adopter platforms**: What's on Reddit before it hits Facebook +- **Geographic progression**: Asia → US → Europe pattern for some trends +- **Adjacent trends**: If A is trending, related trend B might be next +- **Underlying drivers**: If values shift toward X, products serving X will trend + +### Niche Discovery +Find underserved segments: +- Search "[main trend] for [demographic]" +- Look for questions without good answers +- Find passionate communities with poor products +- Identify intersection opportunities + +### Competitive Intelligence +Use Internet Pipes for competitive analysis: +- Track competitors' search volume +- Monitor their social media growth +- Analyze their product reviews for gaps +- Identify alternatives people are searching for + +### Content Strategy +Use trends to guide content: +- Create content about rising trends (early) +- Answer questions people are asking +- Fill gaps in existing content +- Ride trend momentum for distribution + +## Tools & Resources + +### Free Tools +- **Google Trends**: Search volume over time, related queries, geographic data +- **Reddit**: Community discussions, voting signals, trending posts +- **TikTok**: Video view counts, hashtag growth, creator adoption +- **YouTube**: Upload frequency, view counts, engagement rates +- **Amazon Best Sellers**: Sales rank, movers & shakers, new releases +- **Twitter/X**: Trending topics, hashtag volume, conversation analysis + +### Paid Tools (Optional) +- **SEMrush/Ahrefs**: Keyword research, search volume, SEO difficulty +- **Exploding Topics**: Curated trend discovery +- **Google Keyword Planner**: Search volume data +- **Social listening tools**: Mention tracking, sentiment analysis + +### Learning Resources +- Google Trends tutorial +- Reddit research guides +- Amazon seller forums (for commerce insights) +- Social media analytics courses + +## Conclusion + +The Internet Pipes Framework transforms passive internet browsing into active opportunity discovery. By systematically: +1. **Detecting** signals across multiple sources +2. **Recognizing** patterns and relationships +3. **Analyzing** context and causation +4. **Mapping** opportunities +5. **Validating** with cross-references + +...you can discover what people actually want before your competitors do. + +The internet is constantly broadcasting signals about human desire. Most people scroll past these signals. You're now equipped to see them. + +**Remember**: Every minute, 6 million people search Google. They're telling you what they want. Are you listening? + +Now go discover the next big thing. 🚀 +==================== END: .bmad-trend-insights-platform/data/internet-pipes-framework.md ==================== + +==================== START: .bmad-trend-insights-platform/data/trend-data-sources.md ==================== +# Trend Data Sources + +## Overview + +This document catalogs the primary data sources for discovering and validating trends through the Internet Pipes methodology. Each source provides different insights, and cross-referencing multiple sources increases confidence in trend identification. + +## Search Engines + +### Google Trends +**URL**: https://trends.google.com + +**What it provides**: +- Search volume over time (relative, not absolute) +- Geographic distribution of interest +- Related queries (rising and top) +- Related topics +- Comparison of multiple trends +- Breakout trends (>5000% growth) + +**Best for**: +- Validating sustained interest over time +- Identifying seasonal patterns +- Geographic trend analysis +- Discovering related searches +- Comparing multiple trends head-to-head + +**How to use**: +- Search for specific keywords or topics +- Set time range (past hour, day, month, year, 5 years, custom) +- Filter by geography, category, search type +- Look for "Rising" queries (most important for trend discovery) +- Check "Interest over time" for trajectory +- Export data for further analysis + +**Limitations**: +- Relative data, not absolute search numbers +- Requires sufficient search volume +- Can't distinguish between positive/negative interest +- US-focused by default (adjust geography) + +**Pro tips**: +- Use "Compare" feature to validate one trend vs. another +- Check both broad and specific keywords +- Look at related queries for niche opportunities +- Use category filters to reduce noise +- Check "Breakout" designation for emerging trends + +--- + +### Google Autocomplete & Related Searches +**What it provides**: +- Real-time query suggestions +- "People also ask" questions +- Related searches at bottom of results page + +**Best for**: +- Discovering what questions people are asking +- Finding related topics and niches +- Understanding search intent +- Content gap identification + +**How to use**: +- Start typing a query, observe autocomplete suggestions +- Search and scroll to "People also ask" +- Scroll to bottom for "Related searches" +- Try different seed keywords +- Use incognito mode for unbiased results + +**Pro tips**: +- Autocomplete reveals actual queries people type +- Questions indicate information gaps +- Related searches show semantic relationships +- Compare autocomplete across different seed keywords + +--- + +## Social Media Platforms + +### TikTok +**Best for**: +- Early signal detection (often trends here first) +- Understanding how trends spread visually +- Demographic insights (skews younger) +- Content format ideas + +**What to monitor**: +- Hashtag view counts (#trend → 100M views) +- Sound/audio usage (songs, audio memes) +- Creator adoption rate (how many making content) +- Comment themes (what people are saying) +- Engagement rates relative to followers + +**How to use**: +- Search hashtags and track view counts over time +- Browse "For You" page for emerging content types +- Check trending sounds in video creation +- Analyze comments for audience sentiment +- Look for creator challenges and duets + +**Trend indicators**: +- ✅ Hashtag views growing rapidly +- ✅ Multiple creators adopting independently +- ✅ Crossing to different creator niches +- ✅ Comments asking "where to buy" or "how to do" +- ✅ Mainstream brands starting to participate + +--- + +### Instagram +**Best for**: +- Visual trends (fashion, beauty, lifestyle, food) +- Influencer adoption tracking +- Aesthetic movements +- Product discovery + +**What to monitor**: +- Hashtag post counts +- Trending audio in Reels +- Save ratios (high saves = high interest) +- Stories poll results and question responses +- Collaborative posts and tags + +**How to use**: +- Search hashtags, note post counts and recency +- Check "Top" vs "Recent" to see what's gaining traction +- Monitor influencer content in relevant niches +- Track brands entering the trend space +- Observe aesthetic patterns and style shifts + +**Trend indicators**: +- ✅ Hashtag growing in post count +- ✅ Influencers organically posting (not sponsored) +- ✅ High engagement relative to follower count +- ✅ Cross-posting from TikTok (trend maturing) +- ✅ Multiple brands adopting + +--- + +### Reddit +**Best for**: +- Deep community insights +- Product recommendations and reviews +- Niche trend discovery +- Authentic conversations + +**What to monitor**: +- Subreddit subscriber growth +- Post upvotes and comment counts +- Recurring themes in top posts +- Questions being asked repeatedly +- Community wiki and FAQs (what's established) + +**Key subreddits for trend discovery**: +- r/InternetIsBeautiful (new tools/sites) +- r/shutupandtakemymoney (products people want) +- r/BuyItForLife (quality/durability trends) +- r/DidntKnowIWantedThat (discovery) +- Category-specific subreddits (r/fitness, r/skincareaddiction, etc.) + +**How to use**: +- Sort by "Top" → "This Month" to find rising topics +- Search keywords, sort by recent and engagement +- Read comments for nuanced opinions +- Check multiple related subreddits +- Monitor crossposting between communities + +**Trend indicators**: +- ✅ Topic appearing in multiple subreddits +- ✅ High engagement relative to subreddit size +- ✅ New subreddits forming around topic +- ✅ Repeated questions about where to find/buy +- ✅ Community creating resources (wikis, guides) + +--- + +### Twitter/X +**Best for**: +- Real-time trend detection +- News-driven trends +- Thought leader opinions +- B2B and tech trends + +**What to monitor**: +- Trending hashtags and topics +- Tweet volume around keywords +- Influencer/expert discussions +- Quote tweet ratios (indicates strong opinions) +- Bookmark counts (indicates utility) + +**How to use**: +- Check "Trending" section daily +- Use Advanced Search for keyword monitoring +- Follow industry thought leaders +- Monitor branded hashtags +- Track lists of relevant accounts + +**Trend indicators**: +- ✅ Organic trending (not sponsored) +- ✅ Sustained conversation over days +- ✅ Multiple industries discussing +- ✅ Media outlets covering +- ✅ Brands responding + +--- + +### YouTube +**Best for**: +- Tutorial content demand +- Long-form content trends +- Educational interest +- Product reviews and unboxings + +**What to monitor**: +- Video view counts relative to channel size +- Upload frequency on topic +- Comment sentiment and questions +- Views-per-day rate (velocity) +- Thumbnail/title patterns + +**How to use**: +- Search topic, filter by upload date +- Sort by view count or relevance +- Check "Related videos" sidebar +- Read top comments for questions/sentiment +- Monitor specific channels in your niche + +**Trend indicators**: +- ✅ New channels forming around topic +- ✅ Established creators adopting topic +- ✅ High views relative to channel subscribers +- ✅ Comments indicating intent to try/buy +- ✅ Multiple video formats (tutorials, reviews, vlogs) + +--- + +### Pinterest +**Best for**: +- Visual search trends +- Planning-phase interests (weddings, home, recipes) +- Craft and DIY trends +- Seasonal trend forecasting + +**What to monitor**: +- "Popular" and "Trending" sections +- Save counts on pins +- Board creation around topics +- Search volume indicators +- Emerging categories + +**How to use**: +- Check Pinterest Trends tool (if available) +- Search keywords, note results count +- Look at "Related searches" +- Monitor boards being created +- Track pin saves over time + +**Trend indicators**: +- ✅ High save rates +- ✅ Multiple distinct pin styles on same topic +- ✅ Appears in "Trending" section +- ✅ Related searches expanding +- ✅ Commercial pins from brands appearing + +--- + +## E-Commerce Platforms + +### Amazon +**Best Sellers & Movers and Shakers** +**URL**: amazon.com/gp/bestsellers + +**What it provides**: +- Best Sellers (current top-selling items) +- Movers & Shakers (biggest gainers in sales rank, last 24 hours) +- Hot New Releases +- Category rankings + +**Best for**: +- Commercial validation (people actually buying) +- Discovering new products gaining traction +- Price point analysis +- Category trends + +**How to use**: +- Check "Movers & Shakers" daily for trending products +- Browse category-specific best sellers +- Note products with low review counts but high rank (new and trending) +- Read reviews for customer insights and pain points +- Track BSR (Best Sellers Rank) over time + +**Trend indicators**: +- ✅ Product climbing in Movers & Shakers +- ✅ Multiple similar products in same category +- ✅ New brands entering established categories +- ✅ High rating + growing review count +- ✅ Frequent "out of stock" status + +--- + +### Etsy Trending +**What it provides**: +- Handmade and custom product trends +- Niche and artisan movements +- Gift and occasion trends + +**Best for**: +- Early craft/DIY trends +- Personalization trends +- Niche aesthetic movements +- Gift trends + +**How to use**: +- Browse trending searches +- Check categories for volume growth +- Monitor "Bestseller" and "Popular now" badges +- Read shop announcements (sellers share trends) +- Track favorites and reviews + +--- + +### Shopify Exchange/Flippa +**Best for**: +- Seeing what types of stores are being built/sold +- Revenue data for trend validation +- Niche saturation indicators + +--- + +## Content Platforms + +### Medium +**Best for**: +- Written content trends +- Thought leadership topics +- Deep-dive interest areas + +**What to monitor**: +- Top stories in categories +- Tag following counts +- Clap counts and read ratios +- Publication topic focus + +--- + +### Substack +**Best for**: +- Newsletter topic trends +- Subscription business ideas +- Niche community interests + +**What to monitor**: +- Top publications +- Growing publications +- Topic categories +- Subscriber counts (when public) + +--- + +## News & Media + +### Google News +**Best for**: +- Mainstream trend validation +- Understanding media narratives +- B2B trends + +**How to use**: +- Search for keywords, filter by date +- Set up Google Alerts for trend tracking +- Monitor "Top Stories" for trends hitting mainstream + +--- + +### Industry Publications +**Examples**: +- Tech: TechCrunch, The Verge, Hacker News +- Fashion: Vogue, WWD +- Food: Eater, Food & Wine +- Wellness: Well+Good, Healthline + +**Best for**: +- Industry-specific trends +- Expert perspectives +- Deeper context + +--- + +## Communities & Forums + +### Discord Servers +**Best for**: +- Real-time community conversations +- Gaming, crypto, creator trends +- Early adopter communities + +--- + +### Facebook Groups +**Best for**: +- Older demographics (30+) +- Parent communities +- Local community trends +- Buy/sell/trade activity + +--- + +### Quora +**Best for**: +- Questions people are asking +- Content gaps +- Educational interests + +--- + +## Specialized Tools + +### Google Keyword Planner +**What it provides**: +- Monthly search volume estimates +- Keyword competition data +- Related keywords + +**Best for**: +- SEO planning +- Content topic validation +- Search volume quantification + +**Limitations**: +- Requires Google Ads account +- Estimates, not exact numbers +- Primarily for paid search + +--- + +### Answer The Public +**What it provides**: +- Question-based search queries +- Preposition-based queries +- Comparison queries + +**Best for**: +- Content ideation +- Understanding search intent +- Finding question-based opportunities + +--- + +### Exploding Topics +**What it provides**: +- Curated list of growing trends +- Search growth percentages +- Trend discovery without manual research + +**Best for**: +- Quick trend scanning +- Inspiration for deeper research +- Validating your own findings + +**Limitations**: +- Paid tool +- Less granular than doing your own research +- May include trends others already know + +--- + +## Data Collection Best Practices + +### Multi-Source Validation +Always cross-reference at least 3 independent sources: +- Search (Google Trends) +- Social (TikTok OR Instagram OR Reddit) +- Commerce (Amazon OR reviews OR sales data) + +### Temporal Validation +Don't rely on single-day snapshots: +- Track trends over at least 4-8 weeks +- Note weekly/monthly patterns +- Compare year-over-year when possible + +### Geographic Considerations +Trends often start regionally: +- Check US, UK, Australia separately +- Note urban vs. rural patterns +- Consider cultural context + +### Demographic Awareness +Different platforms represent different demographics: +- TikTok: Gen Z, younger millennials +- Instagram: Millennials, Gen Z +- Facebook: Older millennials, Gen X, Boomers +- Reddit: Male-skewing, tech-oriented +- Pinterest: Female-skewing, planning mindset + +### Document Everything +Keep a trend tracking spreadsheet: +- Trend name +- First observed date +- Data sources +- Key metrics +- Notes and observations +- Follow-up dates + +## Source Credibility Assessment + +**High Credibility** 🟢: +- Multiple independent sources +- Commercial activity (products being sold) +- Sustained interest over time +- Cross-demographic adoption + +**Medium Credibility** 🟡: +- 1-2 sources +- Some commercial activity +- Recent emergence (2-4 months) +- Single-demographic focused + +**Low Credibility** 🔴: +- Single source +- No commercial validation +- Spike without sustained interest +- Potentially manipulated metrics + +## Conclusion + +Effective trend discovery requires: +1. **Breadth**: Monitor multiple source types +2. **Depth**: Go deep on promising signals +3. **Consistency**: Check sources regularly +4. **Skepticism**: Validate before believing +5. **Documentation**: Track what you find + +No single source tells the complete story. The magic happens when signals align across multiple independent sources - that's when you've found a real trend worth pursuing. + +Happy trend hunting! 🔍 +==================== END: .bmad-trend-insights-platform/data/trend-data-sources.md ==================== + +==================== START: .bmad-trend-insights-platform/data/trend-validation-checklist.md ==================== +# Trend Validation Checklist + +## Overview + +This checklist helps you systematically validate whether a potential trend is real, sustainable, and represents a genuine opportunity. Use this before investing significant time or resources into pursuing a trend. + +## Quick Assessment (5 Minutes) + +Use this for initial filtering of potential trends: + +### Minimum Viability Check +- [ ] Multiple independent people/sources mentioning this (not just one viral post) +- [ ] Trend has a clear name/description (not vague or ambiguous) +- [ ] You can find at least 3 different data sources confirming interest +- [ ] Interest appears to be growing, not declining +- [ ] There's evidence people are searching for this (Google Trends confirms) + +**If ALL 5 are checked → Proceed to full validation** +**If fewer than 5 → Likely not worth pursuing right now** + +--- + +## Full Validation (30-60 Minutes) + +### Part 1: Demand Validation + +#### Search Interest ✅ +- [ ] Google Trends shows rising or sustained interest (not declining) +- [ ] Trend data spans at least 3 months (not just a spike) +- [ ] Related searches exist and are growing +- [ ] People are asking questions about it (autocomplete, "People also ask") +- [ ] Search volume is significant enough (not zero or "not enough data") + +**Evidence to collect**: +- Screenshot of Google Trends graph +- List of related/rising searches +- Estimate of search volume level (high/medium/low) + +--- + +#### Social Proof ✅ +- [ ] Active conversation on at least 2 social platforms +- [ ] Hashtag or keyword shows growth (views, posts, engagement) +- [ ] Multiple types of content creators covering it (not just one niche) +- [ ] Comments/engagement indicate genuine interest (not bots) +- [ ] User-generated content exists (people creating, not just consuming) + +**Evidence to collect**: +- TikTok: Hashtag view counts and growth +- Instagram: Post count and engagement rates +- Reddit: Discussion threads and upvotes +- YouTube: Video counts and view rates +- Twitter: Tweet volume and sentiment + +**Red flags** 🚩: +- Only one platform talking about it +- All content from the same source/brand +- Comments feel astroturfed or fake +- No organic user-generated content + +--- + +#### Community Formation ✅ +- [ ] Dedicated communities exist (subreddits, Facebook groups, Discord servers) +- [ ] People asking questions and helping each other +- [ ] Resources being created (wikis, guides, recommendations) +- [ ] Recurring members/participants (not drive-by traffic) +- [ ] Organic growth in community size + +**Evidence to collect**: +- Community names and sizes +- Engagement metrics (posts per day, comments) +- Examples of helpful resources being created + +**Red flags** 🚩: +- No communities exist yet +- Communities are ghost towns +- Only promotional content, no genuine discussion + +--- + +### Part 2: Commercial Validation + +#### Products/Services Available ✅ +- [ ] Products or services currently being sold +- [ ] Multiple sellers/brands (not just one) +- [ ] Price points established (market has agreed on value) +- [ ] Sales data or indicators available (reviews, ratings, rank) +- [ ] Inventory movement (products selling out or restocking) + +**Evidence to collect**: +- Amazon: Best seller rank, review counts +- Etsy/Shopify: Number of shops selling +- Price range: Low to high +- Sales indicators (review velocity, stock status) + +**Red flags** 🚩: +- No commercial products exist +- Only one brand with no competition +- Products available but zero reviews/sales +- Wildly inconsistent pricing (market confusion) + +--- + +#### Willingness to Pay ✅ +- [ ] Evidence of actual purchases (reviews, unboxings, testimonials) +- [ ] People asking "where to buy" in comments/forums +- [ ] Affiliate links or recommendations in content +- [ ] Price points seem sustainable (not loss-leaders) +- [ ] Multiple price tiers exist (budget to premium) + +**Evidence to collect**: +- Customer reviews mentioning purchase +- "Where to buy" comments +- Affiliate content or recommendation posts +- Price analysis across tiers + +**Red flags** 🚩: +- People interested but not buying +- All commercial products are failures/negative reviews +- Only free versions exist, no paid offerings +- "Where to buy" questions go unanswered + +--- + +### Part 3: Sustainability Assessment + +#### Trend Drivers ✅ +- [ ] Clear underlying need being fulfilled (functional, emotional, social) +- [ ] Multiple drivers (not just one thing making it popular) +- [ ] Drivers are sustainable (not based on single event/person) +- [ ] Aligns with broader macro trends +- [ ] Makes logical sense (not purely random) + +**Evaluate each driver**: + +| Driver Type | Present? | Sustainable? | Notes | +|-------------|----------|--------------|-------| +| Functional need | Y/N | Y/N | What problem does it solve? | +| Emotional benefit | Y/N | Y/N | How does it make people feel? | +| Social/identity | Y/N | Y/N | What does it signal? | +| Novelty | Y/N | Y/N | What's new about it? | +| Technology enabler | Y/N | Y/N | What tech makes it possible? | +| Cultural shift | Y/N | Y/N | What value is changing? | +| Economic factor | Y/N | Y/N | What financial aspect drives it? | + +**Strong trends have 3+ sustainable drivers** +**Fads typically have only 1 driver (often just novelty)** + +--- + +#### Fad vs. Trend Analysis ✅ + +**Fad Indicators** (❌ Warning signs): +- [ ] Viral spike with no sustained interest +- [ ] Pure novelty with no practical benefit +- [ ] Celebrity/influencer-driven only (no organic adoption) +- [ ] Makes no logical sense (random) +- [ ] Similar past fads that quickly died +- [ ] No clear target audience problem solving +- [ ] Single channel/platform phenomenon + +**Trend Indicators** (✅ Positive signs): +- [ ] Sustained growth over months +- [ ] Solves real problem or fulfills genuine need +- [ ] Multiple independent drivers +- [ ] Cross-platform and cross-demographic spread +- [ ] Related to broader macro trends +- [ ] Commercial ecosystem forming +- [ ] Organic community building + +**Score**: +- Fad indicators: [X] / 7 +- Trend indicators: [X] / 7 + +**If more fad indicators than trend indicators → High risk** + +--- + +### Part 4: Opportunity Assessment + +#### Market Characteristics ✅ +- [ ] Market size is sufficient for your goals +- [ ] Market is growing (not shrinking or flat) +- [ ] Target audience is defined and reachable +- [ ] Multiple customer segments or use cases exist +- [ ] Market is not fully saturated yet + +**Market Size Estimate**: +- Potential customers: [Estimate] +- Annual spending on category: [If available] +- Growth rate: [Percentage or direction] + +--- + +#### Competitive Landscape ✅ +- [ ] Competitive intensity is acceptable (not zero, not overwhelming) +- [ ] Existing solutions have gaps or weaknesses +- [ ] Room for differentiation exists +- [ ] Not dominated by major players with unlimited resources +- [ ] Barriers to entry are manageable + +**Competition Analysis**: + +| Factor | Assessment | Notes | +|--------|------------|-------| +| Number of competitors | Few / Moderate / Many | | +| Quality of solutions | Poor / Mixed / Excellent | | +| Market concentration | Fragmented / Balanced / Dominated | | +| Innovation rate | Slow / Moderate / Fast | | +| Your differentiation potential | High / Medium / Low | | + +--- + +#### Timing Assessment ✅ +- [ ] Trend is early enough (not oversaturated) +- [ ] Trend is mature enough (not too speculative) +- [ ] Window of opportunity is open +- [ ] No major negative catalysts on horizon +- [ ] Momentum is in your favor + +**Trend Lifecycle Stage**: +- [ ] Innovators (2.5%) - Very early, high risk, high potential +- [ ] Early Adopters (13.5%) - Early but validated, good timing +- [ ] Early Majority (34%) - Growing rapidly, competitive +- [ ] Late Majority (34%) - Mature, saturated, late +- [ ] Laggards (16%) - Declining, very late + +**Ideal entry: Early Adopters to Early Majority transition** + +--- + +### Part 5: Execution Feasibility + +#### Resource Requirements ✅ +- [ ] You can afford the capital investment required +- [ ] You have or can acquire necessary skills +- [ ] Timeline fits your constraints +- [ ] You can access the target audience +- [ ] You have or can build distribution channels + +**Resource Check**: +- Capital needed: [Amount or Low/Med/High] +- Key skills required: [List] +- Time to first revenue: [Estimate] +- Distribution channels: [Available channels] + +--- + +#### Personal Fit ✅ +- [ ] Topic interests you (important for sustained effort) +- [ ] Aligns with your skills or learning goals +- [ ] Fits your values and brand +- [ ] You understand the target audience +- [ ] You're willing to commit for required timeline + +**Personal Alignment Score**: [X] / 5 + +--- + +### Part 6: Risk Assessment + +#### Identified Risks ✅ + +**Market Risks**: +- [ ] Assess: Could this trend reverse or decline quickly? +- [ ] Assess: Is the market size actually too small? +- [ ] Assess: Are customer acquisition costs too high? + +**Competitive Risks**: +- [ ] Assess: Could a major player easily enter? +- [ ] Assess: Is there a risk of being out-competed on price? +- [ ] Assess: Could your approach be easily copied? + +**Execution Risks**: +- [ ] Assess: Is this harder to execute than it appears? +- [ ] Assess: Are there supply chain or operational challenges? +- [ ] Assess: Do you have all the skills/resources needed? + +**External Risks**: +- [ ] Assess: Regulatory risks? +- [ ] Assess: Economic downturn impact? +- [ ] Assess: Platform/distribution risks? +- [ ] Assess: Cultural backlash potential? + +**List all identified risks**: +1. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] +2. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] +3. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] + +**High likelihood + High impact risks = Proceed with caution or pass** + +--- + +## Validation Scoring + +### Calculate Overall Scores + +**Demand Score** (/15 possible): +- Search Interest: [X] / 5 +- Social Proof: [X] / 5 +- Community Formation: [X] / 5 +- **Total**: [X] / 15 + +**Commercial Score** (/10 possible): +- Products Available: [X] / 5 +- Willingness to Pay: [X] / 5 +- **Total**: [X] / 10 + +**Sustainability Score** (/14 possible): +- Trend Drivers: [X] / 7 +- Trend vs. Fad: [X] / 7 +- **Total**: [X] / 14 + +**Opportunity Score** (/15 possible): +- Market Characteristics: [X] / 5 +- Competitive Landscape: [X] / 5 +- Timing Assessment: [X] / 5 +- **Total**: [X] / 15 + +**Execution Score** (/10 possible): +- Resource Requirements: [X] / 5 +- Personal Fit: [X] / 5 +- **Total**: [X] / 10 + +**Overall Validation Score**: [X] / 64 + +--- + +## Decision Framework + +### Score Interpretation + +**50-64 points** (78%+): 🟢 **High Confidence - Pursue** +- Strong trend with clear opportunity +- Multiple validation signals +- Manageable risks +- Good personal fit +- **Action**: Move forward with confidence + +**40-49 points** (62-77%): 🟡 **Medium Confidence - Validate Further** +- Promising trend with some gaps +- Some validation signals +- Moderate risks +- **Action**: Run small tests before full commitment + +**30-39 points** (47-61%): 🟠 **Low Confidence - Proceed with Caution** +- Weak trend signals or poor fit +- Significant risks or gaps +- **Action**: Only pursue if you have unique advantages + +**Below 30 points** (<47%): 🔴 **Do Not Pursue** +- Insufficient validation +- Too many red flags +- Better opportunities elsewhere +- **Action**: Pass and look for better trends + +--- + +## Red Flags Summary + +**Automatic disqualifiers** (even if score is high): +- [ ] Clear evidence of declining interest +- [ ] No commercial validation after 6+ months +- [ ] Dominated by major player with unlimited resources +- [ ] Conflicts with regulations or laws +- [ ] Requires resources you cannot access +- [ ] Purely dependent on single platform/person/event + +**If any of these are checked, seriously reconsider pursuing** + +--- + +## Final Validation Questions + +Before committing, answer these honestly: + +1. **Would you still pursue this if it took 2x longer than expected?** Y/N +2. **If this trend declined 50%, would there still be an opportunity?** Y/N +3. **Can you reach your target customers cost-effectively?** Y/N +4. **Do you have or can you build a defensible position?** Y/N +5. **Is this aligned with where you want to be in 3 years?** Y/N + +**If 4-5 Yes**: Green light ✅ +**If 2-3 Yes**: Proceed cautiously ⚠️ +**If 0-1 Yes**: Probably pass ❌ + +--- + +## Documentation Template + +Use this to record your validation results: + +``` +TREND VALIDATION REPORT +----------------------- +Trend Name: [Name] +Validation Date: [Date] +Validated By: [Your name] + +SCORES: +- Demand: [X]/15 +- Commercial: [X]/10 +- Sustainability: [X]/14 +- Opportunity: [X]/15 +- Execution: [X]/10 +- TOTAL: [X]/64 ([X]%) + +CONFIDENCE LEVEL: [High/Medium/Low] + +KEY FINDINGS: +- Strength 1: [Finding] +- Strength 2: [Finding] +- Strength 3: [Finding] +- Risk 1: [Finding] +- Risk 2: [Finding] + +DECISION: [Pursue / Test / Pass] + +RATIONALE: +[2-3 sentences explaining your decision] + +NEXT STEPS: +1. [Action] +2. [Action] +3. [Action] + +REVIEW DATE: [When to re-assess] +``` + +--- + +## Validation Workflow + +**Step 1**: Quick Assessment (5 min) +- If fails → Pass +- If passes → Continue + +**Step 2**: Full Validation (60 min) +- Complete all sections +- Calculate scores +- Document findings + +**Step 3**: Decision +- Review score and flags +- Answer final questions +- Make go/no-go decision + +**Step 4**: Action +- If pursuing → Create action plan +- If testing → Design small experiment +- If passing → Document for future reference + +**Step 5**: Review +- Set reminder to re-validate in 30-90 days +- Track if predictions were accurate +- Refine your validation process + +--- + +## Remember + +- **Validation is not procrastination** - it's smart risk management +- **No trend is perfect** - you're looking for "good enough," not flawless +- **Trust your gut** - if something feels off despite good scores, dig deeper +- **Document everything** - future you will thank present you +- **Update regularly** - trends change, re-validate periodically + +The best time to catch a trend is when validation is strong but competition is still light. Use this checklist to find that sweet spot! 🎯 +==================== END: .bmad-trend-insights-platform/data/trend-validation-checklist.md ==================== + +==================== START: .bmad-trend-insights-platform/data/trend-categories.md ==================== +# Trend Categories + +## Overview + +This document catalogs common trend categories and subcategories to help guide trend discovery research. Use these as starting points for exploration, but remember that the best trends often emerge at the intersection of multiple categories. + +--- + +## Major Categories + +### 1. Health & Wellness + +#### Subcategories: +- **Fitness & Exercise** + - Workout styles (HIIT, Pilates, yoga variations) + - Equipment (resistance bands, kettlebells, smart mirrors) + - Recovery (cold plunge, massage guns, stretch routines) + - Challenges & programs + +- **Nutrition & Diet** + - Diet approaches (keto, intermittent fasting, intuitive eating) + - Supplements (vitamins, adaptogens, nootropics, protein powders) + - Functional foods (mushroom coffee, prebiotic soda, collagen) + - Alternative sweeteners (monk fruit, allulose, stevia alternatives) + +- **Mental Health & Mindfulness** + - Meditation & breathwork + - Therapy approaches (EMDR, IFS, somatic) + - Mental health apps & tools + - Stress management techniques + - Sleep optimization + +- **Biohacking & Longevity** + - Wearables & tracking (CGMs, rings, patches) + - Protocols (cold exposure, red light, fasting) + - Testing (genetic, microbiome, blood panels) + - Anti-aging & longevity supplements + +- **Beauty & Skincare** + - Skincare ingredients (retinol alternatives, peptides) + - Beauty tech (LED masks, microcurrent, at-home devices) + - Clean/natural beauty + - Skin cycling, slugging, and routines + - Men's grooming + +**Example Trends**: +- Glowing/UV-reactive sunscreen 📈 +- Berberine (nature's Ozempic) 📈 +- Sleepy girl mocktail 📈 +- Cozy cardio 📈 +- Skin streaming (simplified skincare) 📈 + +--- + +### 2. Food & Beverage + +#### Subcategories: +- **New Ingredients & Flavors** + - Exotic fruits & vegetables + - Functional ingredients + - Flavor trends (ube, tahini, gochujang) + - Color-changing foods + +- **Beverages** + - Coffee alternatives (mushroom, chicory, barley) + - Tea varieties (butterfly pea, herbal blends) + - Functional drinks (adaptogens, nootropics, gut health) + - Mocktails & alcohol alternatives + - Probiotic sodas + +- **Diet & Lifestyle** + - Plant-based alternatives (meat, dairy, seafood) + - Dietary restrictions (gluten-free, allergen-free) + - Eating philosophies (intuitive eating, mindful eating) + - Meal timing (OMAD, circadian eating) + +- **Food Preparation** + - Cooking methods (air frying, sous vide, fermentation) + - Kitchen gadgets + - Meal prep trends + - Home baking + +- **Snacks & Convenience** + - Better-for-you snacks + - Protein-forward snacks + - International snacks + - Nostalgic snacks reimagined + +**Example Trends**: +- Butterfly pea tea 📈 +- Tinned fish (fancy canned seafood) 📈 +- Cottage cheese renaissance 📈 +- Dubai chocolate bars 📈 +- Cucumber salad trend 📈 + +--- + +### 3. Technology & Software + +#### Subcategories: +- **AI & Machine Learning** + - Generative AI tools (text, image, video, audio) + - AI assistants & agents + - AI-powered apps + - Automation tools + +- **Productivity & Work** + - Note-taking & PKM (Notion, Obsidian, Roam) + - Time management tools + - Focus & deep work tools + - Remote work enablers + +- **Web3 & Crypto** + - NFTs & digital collectibles + - DeFi protocols + - DAOs & governance + - Blockchain applications beyond finance + +- **Hardware & Devices** + - Wearables (smart rings, watches, glasses) + - Home tech (smart home, security, energy) + - Personal gadgets + - Audio equipment + +- **Developer Tools** + - Frameworks & libraries + - Dev platforms & services + - Programming languages + - Dev experience tools + +**Example Trends**: +- AI coding assistants 📈 +- Notion alternatives 📈 +- Smart rings (Oura, Ultrahuman) 📈 +- Local-first software 📈 +- Obsidian & PKM tools 📈 + +--- + +### 4. Home & Living + +#### Subcategories: +- **Interior Design & Decor** + - Design styles (dopamine decor, grandmillennial, japandi) + - Color trends + - Furniture styles + - Organization & storage + +- **Home Improvement** + - DIY projects + - Smart home integration + - Energy efficiency + - Outdoor living spaces + +- **Cleaning & Organization** + - Cleaning products & methods + - Organization systems + - Decluttering philosophies + - Storage solutions + +- **Home Office** + - Desk setups + - Ergonomic furniture + - Tech accessories + - Productivity environments + +- **Sustainability** + - Eco-friendly products + - Zero-waste living + - Energy alternatives + - Sustainable materials + +**Example Trends**: +- Dopamine decor 📈 +- Carpet tile DIY 📈 +- Smart lighting scenes 📈 +- Air quality monitors 📈 +- Compost bins for apartments 📈 + +--- + +### 5. Fashion & Style + +#### Subcategories: +- **Clothing Trends** + - Aesthetic movements (cottagecore, dark academia, coastal grandmother) + - Specific items (cargo pants, ballet flats, maxi skirts) + - Sustainable fashion + - Vintage & thrift + +- **Accessories** + - Jewelry (permanent jewelry, charm bracelets) + - Bags (styles, materials, sizes) + - Shoes (types, brands, styles) + - Hats, scarves, belts + +- **Beauty & Hair** + - Makeup trends + - Hair styles & colors + - Nail art & styles + - Skincare routines + +- **Subcultures & Communities** + - #VanLife aesthetics + - Minimalist fashion + - Maximalist/maximalism + - Workwear/Gorpcore + +**Example Trends**: +- Permanent jewelry 📈 +- Quiet luxury 📈 +- Mob wife aesthetic 📈 +- Claw clips comeback 📈 +- Barrel jeans 📈 + +--- + +### 6. Creator Economy & Content + +#### Subcategories: +- **Content Formats** + - Short-form video (TikTok, Reels, Shorts) + - Long-form content (podcasts, YouTube essays) + - Newsletters (Substack, Ghost) + - Live streaming + +- **Monetization** + - Subscriptions (Patreon, memberships) + - Digital products (templates, presets, courses) + - NFTs & digital collectibles + - Brand deals & sponsorships + +- **Niches & Topics** + - Educational content + - Entertainment genres + - Lifestyle vlogging + - Product reviews & unboxing + +- **Tools & Platforms** + - Video editing tools + - Audio production + - Graphic design + - Analytics & growth tools + +**Example Trends**: +- Faceless YouTube channels 📈 +- Thread content format 📈 +- AI avatars for content 📈 +- Podcast clips as content 📈 +- Newsletter bundles 📈 + +--- + +### 7. Parenting & Kids + +#### Subcategories: +- **Baby & Toddler** + - Baby gear & products + - Developmental toys + - Sleep training methods + - Feeding approaches + +- **Kids Activities** + - Educational toys & games + - Outdoor activities + - Arts & crafts + - Screen time alternatives + +- **Parenting Philosophy** + - Gentle parenting + - Montessori approach + - RIE method + - Conscious parenting + +- **Family Life** + - Family activities + - Travel with kids + - Meal planning + - Organization systems + +**Example Trends**: +- Montessori-inspired toys 📈 +- Wobble chairs for kids 📈 +- Sensory tables 📈 +- Screen-free tech toys 📈 +- Gentle parenting resources 📈 + +--- + +### 8. Personal Finance & Investing + +#### Subcategories: +- **Investing** + - Stock trading platforms & apps + - Crypto & DeFi + - Real estate investing + - Alternative investments + +- **Money Management** + - Budgeting apps & methods + - Side hustles & income streams + - Debt payoff strategies + - Financial independence (FIRE) + +- **Financial Education** + - Money mindset + - Financial literacy + - Investing education + - Personal finance creators + +**Example Trends**: +- High-yield savings accounts 📈 +- I Bonds 📈 +- Fractional real estate 📈 +- Cash stuffing 📈 +- FIRE movement variations 📈 + +--- + +### 9. Education & Learning + +#### Subcategories: +- **Learning Methods** + - Active recall & spaced repetition + - Speed reading techniques + - Memory palaces & mnemonics + - Learning science + +- **Skills & Topics** + - Coding bootcamps + - Language learning + - Creative skills (drawing, music, writing) + - Professional development + +- **Tools & Platforms** + - Learning apps (Anki, Duolingo, etc.) + - Online course platforms + - Study aids + - Educational games + +**Example Trends**: +- ChatGPT for learning 📈 +- Notion for students 📈 +- Cornell note-taking revival 📈 +- Spaced repetition apps 📈 +- Alternative credentials 📈 + +--- + +### 10. Pets & Animals + +#### Subcategories: +- **Pet Care** + - Premium pet food + - Pet health & wellness + - Grooming trends + - Training methods + +- **Pet Products** + - Tech for pets (GPS, cameras, feeders) + - Toys & enrichment + - Pet furniture & accessories + - Sustainable pet products + +- **Pet Services** + - Dog walking & sitting + - Pet insurance + - Veterinary care + - Pet transportation + +**Example Trends**: +- Fresh pet food delivery 📈 +- GPS pet trackers 📈 +- Puzzle feeders 📈 +- Pet cameras with treat dispensers 📈 +- Raw food diet for dogs 📈 + +--- + +### 11. Travel & Experience + +#### Subcategories: +- **Travel Styles** + - Solo travel + - Slow travel + - Digital nomad lifestyle + - Sustainable tourism + - Revenge travel (post-pandemic) + +- **Accommodations** + - Airbnb alternatives + - Co-living spaces + - Glamping & unique stays + - Hotel trends + +- **Activities & Experiences** + - Adventure sports + - Wellness retreats + - Cultural immersion + - Food tourism + +**Example Trends**: +- Set-jetting (visiting filming locations) 📈 +- Coolcations (escaping heat) 📈 +- Destination dupes (cheaper alternatives) 📈 +- Train travel renaissance 📈 +- Remote work travel 📈 + +--- + +### 12. Hobbies & Crafts + +#### Subcategories: +- **Making & Creating** + - Knitting & crochet + - Woodworking + - Pottery & ceramics + - Candle making + - Soap making + +- **Collecting** + - Vinyl records + - Plants (houseplants, rare varieties) + - Vintage items + - Trading cards + - Art & prints + +- **Outdoor Activities** + - Hiking & camping + - Gardening + - Birdwatching + - Foraging + - Kayaking & water sports + +- **Gaming & Entertainment** + - Board games + - Video games (genres, platforms) + - Puzzles + - Reading (genres, formats) + +**Example Trends**: +- Crochet revival (Gen Z) 📈 +- Houseplant parenthood 📈 +- Sourdough breadmaking 📈 +- Disc golf 📈 +- Dungeons & Dragons resurgence 📈 + +--- + +### 13. Sustainability & Environment + +#### Subcategories: +- **Zero Waste & Minimalism** + - Package-free products + - Reusable alternatives + - Minimalist lifestyle + - Decluttering + +- **Renewable Energy** + - Solar panels + - Home batteries + - Electric vehicles + - Energy monitoring + +- **Sustainable Products** + - Eco-friendly materials + - Circular economy products + - Upcycled & recycled goods + - Biodegradable alternatives + +- **Environmental Action** + - Carbon offsetting + - Local & seasonal eating + - Composting + - Community initiatives + +**Example Trends**: +- Air quality monitors 📈 +- Reusable food wraps 📈 +- Electric bikes 📈 +- Solar generators 📈 +- Composting devices 📈 + +--- + +## Trend Intersections + +Often the most interesting trends emerge at the intersection of two categories: + +- **Health + Tech** = Wearable fitness trackers, health apps, telemedicine +- **Fashion + Sustainability** = Secondhand fashion, rental services, eco-fabrics +- **Food + Wellness** = Functional beverages, supplements, health foods +- **Home + Tech** = Smart home devices, home automation +- **Finance + Education** = Financial literacy apps, investing courses +- **Pets + Tech** = Pet cameras, GPS trackers, automatic feeders +- **Work + Home** = Home office setups, productivity tools +- **Content + Commerce** = Shoppable videos, live shopping + +**Pro Tip**: Explore category intersections to discover under-served niches! + +--- + +## Emerging Meta-Trends + +These broader shifts create opportunities across multiple categories: + +### Personalization +Everything becoming customized to individual preferences: +- Personalized nutrition +- Custom skincare +- Tailored content +- Individual playlists + +### Premiumization +Consumers willing to pay more for quality: +- Luxury versions of everyday items +- Premium materials & craftsmanship +- Small-batch & artisan products +- Exclusive experiences + +### Convenience & Time-Saving +Solutions that save time or effort: +- Delivery services +- Automation tools +- One-click everything +- Done-for-you services + +### Community & Connection +Products/services that build belonging: +- Community-driven brands +- Co-creation with customers +- Membership models +- Shared experiences + +### Transparency & Authenticity +Demand for honesty and realness: +- Ingredient transparency +- Behind-the-scenes content +- Unfiltered & raw content +- Ethical sourcing visibility + +### Mental Health & Well-being +Prioritizing mental and emotional health: +- Stress reduction products +- Mindfulness tools +- Therapy access +- Work-life balance solutions + +### Sustainability & Values +Buying aligned with personal values: +- Eco-friendly options +- Ethical labor practices +- Regenerative approaches +- Circular economy models + +--- + +## How to Use This Guide + +1. **Start broad**: Pick a major category that interests you +2. **Go specific**: Drill into subcategories +3. **Search for signals**: Use trend discovery methods in that niche +4. **Find intersections**: Look where categories overlap +5. **Validate**: Use the validation checklist +6. **Stay curious**: Best trends often surprise you + +**Remember**: Categories are guidelines, not boundaries. The most interesting opportunities often defy easy categorization! + +Happy trend hunting! 🔍✨ +==================== END: .bmad-trend-insights-platform/data/trend-categories.md ==================== diff --git a/dist/teams/team-all.txt b/dist/teams/team-all.txt index 5ef071453..2509ad270 100644 --- a/dist/teams/team-all.txt +++ b/dist/teams/team-all.txt @@ -338,6 +338,7 @@ persona: focus: Executing story tasks with precision, updating Dev Agent Record sections only, maintaining minimal context overhead core_principles: - CRITICAL: Story has ALL info you will need aside from what you loaded during the startup commands. NEVER load PRD/architecture/other docs files unless explicitly directed in story notes or direct command from user. + - CRITICAL: ALWAYS check current folder structure before starting your story tasks, don't create new working directory if it already exists. Create new one when you're sure it's a brand new project. - CRITICAL: ONLY update story file Dev Agent Record sections (checkboxes/Debug Log/Completion Notes/Change Log) - CRITICAL: FOLLOW THE develop-story command when the user tells you to implement the story - Numbered Options - Always use numbered lists when presenting choices to the user @@ -505,10 +506,7 @@ agent: id: qa title: Test Architect & Quality Advisor icon: 🧪 - whenToUse: Use for comprehensive test architecture review, quality gate decisions, - and code improvement. Provides thorough analysis including requirements - traceability, risk assessment, and test strategy. - Advisory only - teams choose their quality bar. + whenToUse: Use for comprehensive test architecture review, quality gate decisions, and code improvement. Provides thorough analysis including requirements traceability, risk assessment, and test strategy. Advisory only - teams choose their quality bar. customization: null persona: role: Test Architect with Quality Advisory Authority @@ -655,6 +653,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -776,6 +775,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -881,6 +881,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -960,6 +961,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -1062,6 +1064,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -1770,6 +1773,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1928,6 +1932,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -2001,6 +2006,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -2283,6 +2289,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -2629,10 +2636,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-core/tasks/document-project.md ==================== ==================== START: .bmad-core/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-core/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -3720,6 +3728,7 @@ sections: ==================== START: .bmad-core/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -3760,6 +3769,7 @@ sections: ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -4614,8 +4624,8 @@ sections: - **UI/UX Consistency:** {{ui_compatibility}} - **Performance Impact:** {{performance_constraints}} - - id: tech-stack-alignment - title: Tech Stack Alignment + - id: tech-stack + title: Tech Stack instruction: | Ensure new components align with existing technology choices: @@ -4777,8 +4787,8 @@ sections: **Error Handling:** {{error_handling_strategy}} - - id: source-tree-integration - title: Source Tree Integration + - id: source-tree + title: Source Tree instruction: | Define how new code will integrate with existing project structure: @@ -4847,7 +4857,7 @@ sections: **Monitoring:** {{monitoring_approach}} - id: coding-standards - title: Coding Standards and Conventions + title: Coding Standards instruction: | Ensure new code follows existing project conventions: @@ -6033,6 +6043,7 @@ sections: ==================== START: .bmad-core/checklists/architect-checklist.md ==================== + # Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Architect to validate the technical design and architecture before development execution. The Architect should systematically work through each item, ensuring the architecture is robust, scalable, secure, and aligned with the product requirements. @@ -6475,6 +6486,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed @@ -6482,6 +6494,7 @@ None Listed ==================== START: .bmad-core/tasks/apply-qa-fixes.md ==================== + # apply-qa-fixes Implement fixes based on QA results (gate and assessments) for a specific story. This task is for the Dev agent to systematically consume QA outputs and apply code/test changes while only updating allowed sections in the story file. @@ -6634,6 +6647,7 @@ Fix plan: ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -6655,7 +6669,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -6772,6 +6786,7 @@ Provide a structured validation report including: ==================== START: .bmad-core/checklists/story-dod-checklist.md ==================== + # Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent @@ -6870,6 +6885,7 @@ Be honest - it's better to flag issues now than have them discovered later.]] ==================== START: .bmad-core/tasks/brownfield-create-epic.md ==================== + # Create Brownfield Epic Task ## Purpose @@ -7034,6 +7050,7 @@ The epic creation is successful when: ==================== START: .bmad-core/tasks/brownfield-create-story.md ==================== + # Create Brownfield Story Task ## Purpose @@ -7185,6 +7202,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -7259,6 +7277,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -7938,6 +7957,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -8124,6 +8144,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/pm-checklist.md ==================== + # Product Manager (PM) Requirements Checklist This checklist serves as a comprehensive framework to ensure the Product Requirements Document (PRD) and Epic definitions are complete, well-structured, and appropriately scoped for MVP development. The PM should systematically work through each item during the product definition process. @@ -8639,6 +8660,7 @@ sections: ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. @@ -9075,6 +9097,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/tasks/nfr-assess.md ==================== + # nfr-assess Quick NFR validation focused on the core four: security, performance, reliability, maintainability. @@ -9422,6 +9445,7 @@ performance_deep_dive: ==================== START: .bmad-core/tasks/qa-gate.md ==================== + # qa-gate Create or update a quality gate decision file for a story based on review findings. @@ -9587,6 +9611,7 @@ Gate: CONCERNS → qa.qaLocation/gates/{epic}.{story}-{slug}.yml ==================== START: .bmad-core/tasks/review-story.md ==================== + # review-story Perform a comprehensive test architecture review with quality gate decision. This adaptive, risk-aware review creates both a story update and a detailed gate file. @@ -9905,6 +9930,7 @@ After review: ==================== START: .bmad-core/tasks/risk-profile.md ==================== + # risk-profile Generate a comprehensive risk assessment matrix for a story implementation using probability × impact analysis. @@ -10262,6 +10288,7 @@ Risk profile: qa.qaLocation/assessments/{epic}.{story}-risk-{YYYYMMDD}.md ==================== START: .bmad-core/tasks/test-design.md ==================== + # test-design Create comprehensive test scenarios with appropriate test level recommendations for story implementation. @@ -10440,6 +10467,7 @@ Before finalizing, verify: ==================== START: .bmad-core/tasks/trace-requirements.md ==================== + # trace-requirements Map story requirements to test cases using Given-When-Then patterns for comprehensive traceability. @@ -10814,6 +10842,7 @@ optional_fields_examples: ==================== START: .bmad-core/tasks/create-next-story.md ==================== + # Create Next Story Task ## Purpose @@ -10930,6 +10959,7 @@ ALWAYS cite source documents: `[Source: architecture/{filename}.md#{section}]` ==================== START: .bmad-core/checklists/story-draft-checklist.md ==================== + # Story Draft Checklist The Scrum Master should use this checklist to validate that each story contains sufficient context for a developer agent to implement it successfully, while assuming the dev agent has reasonable capabilities to figure things out. @@ -11087,6 +11117,7 @@ Be pragmatic - perfect documentation doesn't exist, but it must be enough to pro ==================== START: .bmad-core/tasks/generate-ai-frontend-prompt.md ==================== + # Create AI Frontend Prompt Task ## Purpose @@ -11656,7 +11687,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -11673,7 +11704,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -11903,7 +11934,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -11920,7 +11951,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -12101,7 +12132,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -12118,7 +12149,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -12254,12 +12285,12 @@ workflow: condition: po_checklist_issues notes: "If PO finds issues, return to relevant agent to fix and re-export updated documents to docs/ folder." - - project_setup_guidance: + - step: project_setup_guidance action: guide_project_structure condition: user_has_generated_ui notes: "If user generated UI with v0/Lovable: For polyrepo setup, place downloaded project in separate frontend repo alongside backend repo. For monorepo, place in apps/web or packages/frontend directory. Review architecture document for specific guidance." - - development_order_guidance: + - step: development_order_guidance action: guide_development_sequence notes: "Based on PRD stories: If stories are frontend-heavy, start with frontend project/directory first. If backend-heavy or API-first, start with backend. For tightly coupled features, follow story sequence in monorepo setup. Reference sharded PRD epics for development order." @@ -12327,7 +12358,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -12344,7 +12375,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -12547,7 +12578,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -12564,7 +12595,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -12707,7 +12738,7 @@ workflow: condition: po_checklist_issues notes: "If PO finds issues, return to relevant agent to fix and re-export updated documents to docs/ folder." - - project_setup_guidance: + - step: project_setup_guidance action: guide_project_structure condition: user_has_generated_ui notes: "If user generated UI with v0/Lovable: For polyrepo setup, place downloaded project in separate frontend repo. For monorepo, place in apps/web or frontend/ directory. Review architecture document for specific guidance." @@ -12776,7 +12807,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -12793,7 +12824,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! diff --git a/dist/teams/team-fullstack.txt b/dist/teams/team-fullstack.txt index dc7bbebb0..8cfd47ffb 100644 --- a/dist/teams/team-fullstack.txt +++ b/dist/teams/team-fullstack.txt @@ -491,6 +491,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -612,6 +613,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -717,6 +719,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -796,6 +799,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -898,6 +902,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -1606,6 +1611,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1764,6 +1770,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -1837,6 +1844,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -2119,6 +2127,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -2465,10 +2474,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-core/tasks/document-project.md ==================== ==================== START: .bmad-core/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-core/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -3556,6 +3566,7 @@ sections: ==================== START: .bmad-core/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -3596,6 +3607,7 @@ sections: ==================== START: .bmad-core/tasks/brownfield-create-epic.md ==================== + # Create Brownfield Epic Task ## Purpose @@ -3760,6 +3772,7 @@ The epic creation is successful when: ==================== START: .bmad-core/tasks/brownfield-create-story.md ==================== + # Create Brownfield Story Task ## Purpose @@ -3911,6 +3924,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -3985,6 +3999,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -4075,6 +4090,7 @@ The LLM will: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -4754,6 +4770,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -4940,6 +4957,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/pm-checklist.md ==================== + # Product Manager (PM) Requirements Checklist This checklist serves as a comprehensive framework to ensure the Product Requirements Document (PRD) and Epic definitions are complete, well-structured, and appropriately scoped for MVP development. The PM should systematically work through each item during the product definition process. @@ -5314,6 +5332,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed @@ -5321,6 +5340,7 @@ None Listed ==================== START: .bmad-core/tasks/generate-ai-frontend-prompt.md ==================== + # Create AI Frontend Prompt Task ## Purpose @@ -6493,8 +6513,8 @@ sections: - **UI/UX Consistency:** {{ui_compatibility}} - **Performance Impact:** {{performance_constraints}} - - id: tech-stack-alignment - title: Tech Stack Alignment + - id: tech-stack + title: Tech Stack instruction: | Ensure new components align with existing technology choices: @@ -6656,8 +6676,8 @@ sections: **Error Handling:** {{error_handling_strategy}} - - id: source-tree-integration - title: Source Tree Integration + - id: source-tree + title: Source Tree instruction: | Define how new code will integrate with existing project structure: @@ -6726,7 +6746,7 @@ sections: **Monitoring:** {{monitoring_approach}} - id: coding-standards - title: Coding Standards and Conventions + title: Coding Standards instruction: | Ensure new code follows existing project conventions: @@ -7912,6 +7932,7 @@ sections: ==================== START: .bmad-core/checklists/architect-checklist.md ==================== + # Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Architect to validate the technical design and architecture before development execution. The Architect should systematically work through each item, ensuring the architecture is robust, scalable, secure, and aligned with the product requirements. @@ -8354,6 +8375,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -8375,7 +8397,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -8633,6 +8655,7 @@ sections: ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. @@ -9230,7 +9253,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -9247,7 +9270,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -9477,7 +9500,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -9494,7 +9517,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -9675,7 +9698,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -9692,7 +9715,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -9828,12 +9851,12 @@ workflow: condition: po_checklist_issues notes: "If PO finds issues, return to relevant agent to fix and re-export updated documents to docs/ folder." - - project_setup_guidance: + - step: project_setup_guidance action: guide_project_structure condition: user_has_generated_ui notes: "If user generated UI with v0/Lovable: For polyrepo setup, place downloaded project in separate frontend repo alongside backend repo. For monorepo, place in apps/web or packages/frontend directory. Review architecture document for specific guidance." - - development_order_guidance: + - step: development_order_guidance action: guide_development_sequence notes: "Based on PRD stories: If stories are frontend-heavy, start with frontend project/directory first. If backend-heavy or API-first, start with backend. For tightly coupled features, follow story sequence in monorepo setup. Reference sharded PRD epics for development order." @@ -9901,7 +9924,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -9918,7 +9941,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -10121,7 +10144,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -10138,7 +10161,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -10281,7 +10304,7 @@ workflow: condition: po_checklist_issues notes: "If PO finds issues, return to relevant agent to fix and re-export updated documents to docs/ folder." - - project_setup_guidance: + - step: project_setup_guidance action: guide_project_structure condition: user_has_generated_ui notes: "If user generated UI with v0/Lovable: For polyrepo setup, place downloaded project in separate frontend repo. For monorepo, place in apps/web or frontend/ directory. Review architecture document for specific guidance." @@ -10350,7 +10373,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -10367,7 +10390,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! diff --git a/dist/teams/team-ide-minimal.txt b/dist/teams/team-ide-minimal.txt index 29a98b032..c91f9e8bb 100644 --- a/dist/teams/team-ide-minimal.txt +++ b/dist/teams/team-ide-minimal.txt @@ -309,6 +309,7 @@ persona: focus: Executing story tasks with precision, updating Dev Agent Record sections only, maintaining minimal context overhead core_principles: - CRITICAL: Story has ALL info you will need aside from what you loaded during the startup commands. NEVER load PRD/architecture/other docs files unless explicitly directed in story notes or direct command from user. + - CRITICAL: ALWAYS check current folder structure before starting your story tasks, don't create new working directory if it already exists. Create new one when you're sure it's a brand new project. - CRITICAL: ONLY update story file Dev Agent Record sections (checkboxes/Debug Log/Completion Notes/Change Log) - CRITICAL: FOLLOW THE develop-story command when the user tells you to implement the story - Numbered Options - Always use numbered lists when presenting choices to the user @@ -353,10 +354,7 @@ agent: id: qa title: Test Architect & Quality Advisor icon: 🧪 - whenToUse: Use for comprehensive test architecture review, quality gate decisions, - and code improvement. Provides thorough analysis including requirements - traceability, risk assessment, and test strategy. - Advisory only - teams choose their quality bar. + whenToUse: Use for comprehensive test architecture review, quality gate decisions, and code improvement. Provides thorough analysis including requirements traceability, risk assessment, and test strategy. Advisory only - teams choose their quality bar. customization: null persona: role: Test Architect with Quality Advisory Authority @@ -409,6 +407,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -530,6 +529,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -635,6 +635,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -714,6 +715,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -816,6 +818,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -1524,6 +1527,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1682,6 +1686,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -1755,6 +1760,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -1829,6 +1835,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -1919,6 +1926,7 @@ The LLM will: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -2108,6 +2116,7 @@ Document sharded successfully: ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -2129,7 +2138,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -2387,6 +2396,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -2573,6 +2583,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. @@ -3009,6 +3020,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/tasks/create-next-story.md ==================== + # Create Next Story Task ## Purpose @@ -3125,6 +3137,7 @@ ALWAYS cite source documents: `[Source: architecture/{filename}.md#{section}]` ==================== START: .bmad-core/checklists/story-draft-checklist.md ==================== + # Story Draft Checklist The Scrum Master should use this checklist to validate that each story contains sufficient context for a developer agent to implement it successfully, while assuming the dev agent has reasonable capabilities to figure things out. @@ -3282,6 +3295,7 @@ Be pragmatic - perfect documentation doesn't exist, but it must be enough to pro ==================== START: .bmad-core/tasks/apply-qa-fixes.md ==================== + # apply-qa-fixes Implement fixes based on QA results (gate and assessments) for a specific story. This task is for the Dev agent to systematically consume QA outputs and apply code/test changes while only updating allowed sections in the story file. @@ -3434,6 +3448,7 @@ Fix plan: ==================== START: .bmad-core/checklists/story-dod-checklist.md ==================== + # Story Definition of Done (DoD) Checklist ## Instructions for Developer Agent @@ -3532,6 +3547,7 @@ Be honest - it's better to flag issues now than have them discovered later.]] ==================== START: .bmad-core/tasks/nfr-assess.md ==================== + # nfr-assess Quick NFR validation focused on the core four: security, performance, reliability, maintainability. @@ -3879,6 +3895,7 @@ performance_deep_dive: ==================== START: .bmad-core/tasks/qa-gate.md ==================== + # qa-gate Create or update a quality gate decision file for a story based on review findings. @@ -4044,6 +4061,7 @@ Gate: CONCERNS → qa.qaLocation/gates/{epic}.{story}-{slug}.yml ==================== START: .bmad-core/tasks/review-story.md ==================== + # review-story Perform a comprehensive test architecture review with quality gate decision. This adaptive, risk-aware review creates both a story update and a detailed gate file. @@ -4362,6 +4380,7 @@ After review: ==================== START: .bmad-core/tasks/risk-profile.md ==================== + # risk-profile Generate a comprehensive risk assessment matrix for a story implementation using probability × impact analysis. @@ -4719,6 +4738,7 @@ Risk profile: qa.qaLocation/assessments/{epic}.{story}-risk-{YYYYMMDD}.md ==================== START: .bmad-core/tasks/test-design.md ==================== + # test-design Create comprehensive test scenarios with appropriate test level recommendations for story implementation. @@ -4897,6 +4917,7 @@ Before finalizing, verify: ==================== START: .bmad-core/tasks/trace-requirements.md ==================== + # trace-requirements Map story requirements to test cases using Given-When-Then patterns for comprehensive traceability. @@ -5271,6 +5292,7 @@ optional_fields_examples: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed diff --git a/dist/teams/team-no-ui.txt b/dist/teams/team-no-ui.txt index 40c0a89ca..b6180640c 100644 --- a/dist/teams/team-no-ui.txt +++ b/dist/teams/team-no-ui.txt @@ -437,6 +437,7 @@ dependencies: ==================== START: .bmad-core/tasks/advanced-elicitation.md ==================== + # Advanced Elicitation Task ## Purpose @@ -558,6 +559,7 @@ Choose a number (0-8) or 9 to proceed: ==================== START: .bmad-core/tasks/create-doc.md ==================== + # Create Document from Template (YAML Driven) ## ⚠️ CRITICAL EXECUTION NOTICE ⚠️ @@ -663,6 +665,7 @@ User can type `#yolo` to toggle to YOLO mode (process all sections at once). ==================== START: .bmad-core/tasks/kb-mode-interaction.md ==================== + # KB Mode Interaction Task ## Purpose @@ -742,6 +745,7 @@ Or ask me about anything else related to BMad-Method! ==================== START: .bmad-core/data/bmad-kb.md ==================== + # BMAD™ Knowledge Base ## Overview @@ -844,6 +848,7 @@ npx bmad-method install - **Cline**: VS Code extension with AI features - **Roo Code**: Web-based IDE with agent support - **GitHub Copilot**: VS Code extension with AI peer programming assistant + - **Auggie CLI (Augment Code)**: AI-powered development environment **Note for VS Code Users**: BMAD-METHOD™ assumes when you mention "VS Code" that you're using it with an AI-powered extension like GitHub Copilot, Cline, or Roo. Standard VS Code without AI capabilities cannot run BMad agents. The installer includes built-in support for Cline and Roo. @@ -1552,6 +1557,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/data/elicitation-methods.md ==================== + # Elicitation Methods Data ## Core Reflective Methods @@ -1710,6 +1716,7 @@ Use the **expansion-creator** pack to build your own: ==================== START: .bmad-core/utils/workflow-management.md ==================== + # Workflow Management Enables BMad orchestrator to manage and execute team workflows. @@ -1783,6 +1790,7 @@ Agents should be workflow-aware: know active workflow, their role, access artifa ==================== START: .bmad-core/tasks/create-deep-research-prompt.md ==================== + # Create Deep Research Prompt Task This task helps create comprehensive research prompts for various types of deep analysis. It can process inputs from brainstorming sessions, project briefs, market research, or specific research questions to generate targeted prompts for deeper investigation. @@ -2065,6 +2073,7 @@ CRITICAL: collaborate with the user to develop specific, actionable research que ==================== START: .bmad-core/tasks/document-project.md ==================== + # Document an Existing Project ## Purpose @@ -2411,10 +2420,11 @@ Apply the advanced elicitation task after major sections to refine based on user ==================== END: .bmad-core/tasks/document-project.md ==================== ==================== START: .bmad-core/tasks/facilitate-brainstorming-session.md ==================== - ---- +## + docOutputLocation: docs/brainstorming-session-results.md template: '.bmad-core/templates/brainstorming-output-tmpl.yaml' + --- # Facilitate Brainstorming Session Task @@ -3502,6 +3512,7 @@ sections: ==================== START: .bmad-core/data/brainstorming-techniques.md ==================== + # Brainstorming Techniques Data ## Creative Expansion @@ -3542,6 +3553,7 @@ sections: ==================== START: .bmad-core/tasks/brownfield-create-epic.md ==================== + # Create Brownfield Epic Task ## Purpose @@ -3706,6 +3718,7 @@ The epic creation is successful when: ==================== START: .bmad-core/tasks/brownfield-create-story.md ==================== + # Create Brownfield Story Task ## Purpose @@ -3857,6 +3870,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/correct-course.md ==================== + # Correct Course Task ## Purpose @@ -3931,6 +3945,7 @@ The story creation is successful when: ==================== START: .bmad-core/tasks/execute-checklist.md ==================== + # Checklist Validation Task This task provides instructions for validating documentation against checklists. The agent MUST follow these instructions to ensure thorough and systematic validation of documents. @@ -4021,6 +4036,7 @@ The LLM will: ==================== START: .bmad-core/tasks/shard-doc.md ==================== + # Document Sharding Task ## Purpose @@ -4700,6 +4716,7 @@ sections: ==================== START: .bmad-core/checklists/change-checklist.md ==================== + # Change Navigation Checklist **Purpose:** To systematically guide the selected Agent and user through the analysis and planning required when a significant change (pivot, tech issue, missing requirement, failed story) is identified during the BMad workflow. @@ -4886,6 +4903,7 @@ Keep it action-oriented and forward-looking.]] ==================== START: .bmad-core/checklists/pm-checklist.md ==================== + # Product Manager (PM) Requirements Checklist This checklist serves as a comprehensive framework to ensure the Product Requirements Document (PRD) and Epic definitions are complete, well-structured, and appropriately scoped for MVP development. The PM should systematically work through each item during the product definition process. @@ -5260,6 +5278,7 @@ After presenting the report, ask if the user wants: ==================== START: .bmad-core/data/technical-preferences.md ==================== + # User-Defined Preferred Patterns and Preferences None Listed @@ -6031,8 +6050,8 @@ sections: - **UI/UX Consistency:** {{ui_compatibility}} - **Performance Impact:** {{performance_constraints}} - - id: tech-stack-alignment - title: Tech Stack Alignment + - id: tech-stack + title: Tech Stack instruction: | Ensure new components align with existing technology choices: @@ -6194,8 +6213,8 @@ sections: **Error Handling:** {{error_handling_strategy}} - - id: source-tree-integration - title: Source Tree Integration + - id: source-tree + title: Source Tree instruction: | Define how new code will integrate with existing project structure: @@ -6264,7 +6283,7 @@ sections: **Monitoring:** {{monitoring_approach}} - id: coding-standards - title: Coding Standards and Conventions + title: Coding Standards instruction: | Ensure new code follows existing project conventions: @@ -7450,6 +7469,7 @@ sections: ==================== START: .bmad-core/checklists/architect-checklist.md ==================== + # Architect Solution Validation Checklist This checklist serves as a comprehensive framework for the Architect to validate the technical design and architecture before development execution. The Architect should systematically work through each item, ensuring the architecture is robust, scalable, secure, and aligned with the product requirements. @@ -7892,6 +7912,7 @@ After presenting the report, ask the user if they would like detailed analysis o ==================== START: .bmad-core/tasks/validate-next-story.md ==================== + # Validate Next Story Task ## Purpose @@ -7913,7 +7934,7 @@ To comprehensively validate a story draft before implementation begins, ensuring ### 1. Template Completeness Validation -- Load `bmad-core/templates/story-tmpl.md` and extract all section headings from the template +- Load `.bmad-core/templates/story-tmpl.yaml` and extract all section headings from the template - **Missing sections check**: Compare story sections against template sections to verify all required sections are present - **Placeholder validation**: Ensure no template placeholders remain unfilled (e.g., `{{EpicNum}}`, `{{role}}`, `_TBD_`) - **Agent section verification**: Confirm all sections from template exist for future agent use @@ -8171,6 +8192,7 @@ sections: ==================== START: .bmad-core/checklists/po-master-checklist.md ==================== + # Product Owner (PO) Master Validation Checklist This checklist serves as a comprehensive framework for the Product Owner to validate project plans before development execution. It adapts intelligently based on project type (greenfield vs brownfield) and includes UI/UX considerations when applicable. @@ -8722,7 +8744,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -8739,7 +8761,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! @@ -8924,7 +8946,7 @@ workflow: - Dev Agent (New Chat): Address remaining items - Return to QA for final approval - - repeat_development_cycle: + - step: repeat_development_cycle action: continue_for_all_stories notes: | Repeat story cycle (SM → Dev → QA) for all epic stories @@ -8941,7 +8963,7 @@ workflow: - Validate epic was completed correctly - Document learnings and improvements - - workflow_end: + - step: workflow_end action: project_complete notes: | All stories implemented and reviewed! diff --git a/expansion-packs/bmad-trend-insights-platform/README.md b/expansion-packs/bmad-trend-insights-platform/README.md new file mode 100644 index 000000000..bd6fa7b9a --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/README.md @@ -0,0 +1,289 @@ +# Trend Insights Platform - BMAD Expansion Pack + +> Discover what people actually want by analyzing digital footprints across the web + +## Overview + +The **Trend Insights Platform** expansion pack equips you with the "Internet Pipes" methodology for discovering emerging trends before they hit mainstream awareness. By analyzing billions of digital breadcrumbs (searches, social media, purchases), you can identify opportunities that traditional market research misses. + +## What Problem Does This Solve? + +Traditional market research methods have major flaws: + +- **Focus groups**: People lie about their preferences +- **Surveys**: Response bias and limited sample size +- **Intuition**: Often wrong, based on personal experience not data + +The Internet Pipes methodology taps into revealed preferences - what people actually search for, buy, and discuss when nobody's watching. + +## What's Included + +### 🤖 Agent + +**Trend Analyst** - Your expert in discovering and analyzing internet trends + +- Discovers trending topics across categories +- Analyzes search volume, social signals, and market data +- Identifies patterns and opportunities +- Validates trends vs. fads +- Provides strategic recommendations + +### 📋 Tasks + +1. **discover-trends.md** - Discover current trending topics in any category +2. **analyze-single-trend.md** - Deep-dive analysis of specific trends +3. **generate-trend-report.md** - Comprehensive multi-trend reports +4. **compare-trends.md** - Side-by-side trend comparisons +5. **forecast-trend.md** - Project future trend trajectories +6. **explore-niches.md** - Find underserved niche opportunities + +### 📄 Templates + +1. **trend-report-tmpl.yaml** - Comprehensive trend insights report structure +2. **trend-analysis-tmpl.yaml** - Single trend deep-dive template +3. **niche-opportunity-tmpl.yaml** - Niche opportunity analysis template + +### 📚 Data Resources + +1. **internet-pipes-framework.md** - Complete methodology guide +2. **trend-data-sources.md** - Catalog of data sources for trend discovery +3. **trend-validation-checklist.md** - Systematic validation process +4. **trend-categories.md** - Trend categories and subcategories reference + +## Example Use Cases + +### For Entrepreneurs + +- Discover product opportunities before competitors +- Validate business ideas with real-time data +- Identify underserved market segments +- Time market entry for optimal positioning + +### For Content Creators + +- Find trending topics to create content about +- Discover search-driven content opportunities +- Identify gaps in existing content +- Build audience around emerging interests + +### For Investors + +- Spot emerging markets and categories +- Validate investment theses with data +- Identify companies riding strong trends +- Time investment entry and exit + +### For Product Managers + +- Discover user needs through search behavior +- Validate feature ideas with trend data +- Identify market opportunities +- Stay ahead of competitive moves + +## Example Trends Discovered + +- **Glowing Sunscreen** 📈 - UV-reactive sunscreen for visual application feedback +- **Butterfly Pea Tea** 📈 - Color-changing tea with health benefits +- **Air Quality Monitors** 📈 - Personal environmental health tracking +- **Permanent Jewelry** 📈 - Welded chains and bracelets without clasps +- **Berberine** 📈 - Natural supplement dubbed "nature's Ozempic" +- **Sleepy Girl Mocktail** 📈 - Magnesium + tart cherry sleep drink +- **Dopamine Decor** 📈 - Bright, joyful maximalist interior design + +## Getting Started + +### Option 1: Use the Trend Analyst Agent + +Activate the Trend Analyst agent and start with a slash command: + +``` +/discover-trends +``` + +The agent will guide you through discovering trends in your chosen category. + +### Option 2: Run Specific Tasks + +Run individual tasks for focused analysis: + +``` +/analyze-trend [trend-name] +/trend-report [category] +/compare-trends [trend-1] [trend-2] +``` + +### Option 3: Study the Framework + +Read the **internet-pipes-framework.md** to understand the methodology, then apply it manually using web search tools. + +## The Internet Pipes Methodology + +The framework consists of 5 pillars: + +1. **Signal Detection** - Monitor multiple sources for emerging patterns +2. **Pattern Recognition** - Identify trend clusters and relationships +3. **Context Analysis** - Understand the "why" behind trends +4. **Opportunity Mapping** - Connect trends to business opportunities +5. **Validation** - Cross-reference across multiple data sources + +## Key Features + +### Multi-Source Validation + +Cross-reference signals across: + +- Search engines (Google Trends) +- Social media (TikTok, Instagram, Reddit, Twitter) +- E-commerce (Amazon, Etsy) +- Content platforms (YouTube, Medium) +- News and media + +### Fad vs. Trend Assessment + +Distinguish between viral moments and sustainable trends using: + +- Sustained interest over time +- Multiple independent drivers +- Cross-platform validation +- Commercial viability +- Underlying need fulfillment + +### Opportunity Scoring + +Evaluate trends across dimensions: + +- Market size and growth +- Competition intensity +- Barriers to entry +- Timing in lifecycle +- Macro trend alignment + +### Niche Discovery + +Find underserved segments by exploring: + +- Demographic niches +- Use-case niches +- Value proposition niches +- Format/delivery niches +- Intersection opportunities + +## Data Sources + +The expansion pack teaches you to leverage: + +**Free Sources:** + +- Google Trends +- Social media platforms +- Reddit communities +- Amazon Best Sellers +- YouTube analytics +- News & media + +**Paid Tools (Optional):** + +- SEMrush/Ahrefs +- Exploding Topics +- Social listening tools + +## Best Practices + +1. **Always cross-validate** - Use 3+ independent sources +2. **Think temporally** - Track trends over time, not snapshots +3. **Understand context** - Know WHY something is trending +4. **Validate commercially** - Ensure willingness to pay +5. **Assess sustainability** - Distinguish fads from lasting trends +6. **Document findings** - Keep a trend tracking system +7. **Act on insights** - Information without action is wasted + +## Installation + +This expansion pack is already installed in your BMAD environment. Simply: + +1. Activate the Trend Analyst agent +2. Use the available slash commands +3. Or study the framework and apply manually + +## Example Workflow + +**Scenario**: You want to start a business in the wellness space + +1. **Discover** - Use `/discover-trends` in the "wellness" category +2. **Analyze** - Deep-dive promising trends with `/analyze-trend` +3. **Compare** - Evaluate top opportunities with `/compare-trends` +4. **Niche** - Find your unique angle with `/niche-explorer` +5. **Forecast** - Understand timing with `/trend-forecast` +6. **Validate** - Use the validation checklist to confirm +7. **Act** - Build your business with confidence + +## Statistics That Make This Possible + +Every minute on the internet: + +- **6 million** Google searches +- **300,000** tweets +- **4 million** Facebook likes +- **$450,000** spent on Amazon + +This creates an unprecedented opportunity to discover what people actually want by observing their authentic digital behavior. + +## Success Stories + +The Internet Pipes methodology has been used to discover: + +- Early signals of plant-based meat before it went mainstream +- Emerging supplement trends like Ashwagandha and Lion's Mane +- The permanent jewelry trend before oversaturation +- Air fryer adoption trajectory for timing product launches +- Cold plunge trend for complementary product opportunities + +## Limitations + +This methodology is powerful but not magic: + +- Requires consistent monitoring (trends evolve) +- Can't predict black swan events +- Limited to observable online behavior +- Early-stage trends have less data +- Some trends are regional or demographic-specific + +## Future Enhancements + +Potential additions to this expansion pack: + +- Automated trend monitoring dashboards +- API integrations for real-time data +- Collaborative trend tracking +- Industry-specific trend templates +- Predictive trend modeling + +## Support & Resources + +- **Framework**: Read `data/internet-pipes-framework.md` +- **Data Sources**: Review `data/trend-data-sources.md` +- **Validation**: Use `data/trend-validation-checklist.md` +- **Categories**: Browse `data/trend-categories.md` + +## Contributing + +Found a trend worth sharing? Discovered a new data source? Have suggestions for improving the methodology? Contribute back to the BMAD community! + +## Philosophy + +> "The best opportunities are often hiding in plain sight. Most people scroll past signals every day. You're now equipped to see them." + +The internet is broadcasting billions of signals about what people want. This expansion pack teaches you to tune into these "Internet Pipes" and extract actionable insights. + +## Remember + +Every search, every social post, every purchase is a clue. The question is: Are you listening? + +Now go discover the next big thing. 🚀 + +--- + +**Version**: 1.0.0 +**Compatibility**: BMAD v4+ +**License**: Part of BMAD-METHOD +**Maintained by**: BMAD Community diff --git a/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.md b/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.md new file mode 100644 index 000000000..afc60227f --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/agents/trend-analyst.md @@ -0,0 +1,132 @@ +# Trend Analyst - Internet Pipes Expert + +You are a **Trend Analyst** specializing in discovering and analyzing emerging trends across the internet. Your mission is to help users identify what's trending, why it matters, and how to capitalize on these insights. + +## Your Role & Expertise + +You are the expert in "Internet Pipes" - the art and science of discovering what people actually want by analyzing digital footprints across the web. You understand that: + +- Every minute: 6M Google searches, 300K tweets, 4M Facebook likes, $450K spent on Amazon +- These digital breadcrumbs reveal authentic desires and interests +- Trends can be discovered before they hit mainstream awareness +- Data-driven insights beat focus groups and traditional research + +## Your Capabilities + +### 🔍 Trend Discovery + +- Identify emerging trends across multiple data sources +- Analyze search volume trends and patterns +- Spot early signals before trends go mainstream +- Differentiate between fads and sustainable trends + +### 📊 Trend Analysis + +- Deep-dive into why trends are emerging +- Analyze demographic and geographic patterns +- Identify related trends and categories +- Assess trend longevity and potential + +### 🎯 Strategic Insights + +- Translate trend data into actionable opportunities +- Identify market gaps and whitespace +- Assess competitive landscape within trends +- Recommend monetization strategies + +### 🌐 Internet Pipes Framework + +You utilize the "Internet Pipes" methodology: + +1. **Signal Detection** - Monitor multiple internet sources for emerging patterns +2. **Pattern Recognition** - Identify trend clusters and relationships +3. **Context Analysis** - Understand the "why" behind the trend +4. **Opportunity Mapping** - Connect trends to business opportunities +5. **Validation** - Cross-reference across multiple data sources + +## Available Commands + +### /discover-trends + +Discover current trending topics across specified categories or industries. Uses web search and data analysis to identify what's gaining traction right now. + +### /analyze-trend + +Deep-dive analysis of a specific trend. Examines search volume, related topics, demographics, and provides strategic insights. + +### /trend-report + +Generate a comprehensive trend insights report with multiple trending items, analysis, and strategic recommendations. + +### /compare-trends + +Compare multiple trends to identify the most promising opportunities and understand relative momentum. + +### /trend-forecast + +Project future trajectory of trends based on historical patterns and current momentum. + +### /niche-explorer + +Discover underserved niches and emerging subcategories within broader trend categories. + +## Your Approach + +When analyzing trends, you: + +1. **Start with Data** - Use web search to gather real-time trend information +2. **Look for Patterns** - Identify what's rising, what's seasonal, what's sustainable +3. **Understand Context** - Why is this trending? What need does it fulfill? +4. **Think Strategically** - How can this insight create value? +5. **Validate Thoroughly** - Cross-check signals across multiple sources + +## Tone & Style + +- **Data-driven**: Back insights with search trends and evidence +- **Clear & concise**: Present findings in scannable, actionable format +- **Strategic**: Always connect trends to opportunities +- **Enthusiastic**: Convey the excitement of discovering what people want +- **Practical**: Focus on actionable insights over academic analysis + +## Example Trends You Might Discover + +- **Glowing Sunscreen** 📈 - UV-reactive sunscreen for visual application feedback +- **Butterfly Pea Tea** 📈 - Color-changing tea with health benefits +- **Air Quality Monitors** 📈 - Personal environmental health tracking +- **Permanent Jewelry** 📈 - Welded chains and bracelets without clasps +- **Sleepy Girl Mocktail** 📈 - Magnesium + tart cherry sleep drink +- **Berberine** 📈 - Natural supplement dubbed "nature's Ozempic" +- **Dopamine Decor** 📈 - Bright, joyful maximalist interior design +- **Monk Fruit Sweetener** 📈 - Zero-calorie natural sugar alternative + +## Dependencies + +The following resources power your trend analysis capabilities: + +```yaml +dependencies: + tasks: + - discover-trends.md + - analyze-single-trend.md + - generate-trend-report.md + - compare-trends.md + - forecast-trend.md + - explore-niches.md + templates: + - trend-report-tmpl.yaml + - trend-analysis-tmpl.yaml + - niche-opportunity-tmpl.yaml + data: + - internet-pipes-framework.md + - trend-data-sources.md + - trend-validation-checklist.md + - trend-categories.md +``` + +## Getting Started + +Ready to discover what people actually want? Use `/discover-trends` to start exploring emerging opportunities, or `/analyze-trend` if you already have a specific trend in mind. + +Remember: The internet is constantly generating signals about what people desire. Your job is to tune into these "Internet Pipes" and extract actionable insights that create value. + +Let's find the next big thing! 🚀 diff --git a/expansion-packs/bmad-trend-insights-platform/data/internet-pipes-framework.md b/expansion-packs/bmad-trend-insights-platform/data/internet-pipes-framework.md new file mode 100644 index 000000000..282aa273e --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/data/internet-pipes-framework.md @@ -0,0 +1,494 @@ +# Internet Pipes Framework + +## Overview + +The **Internet Pipes Framework** is a methodology for discovering what people actually want by analyzing digital footprints across the web. Unlike traditional market research (focus groups, surveys, interviews), Internet Pipes taps into authentic revealed preferences through search behavior, social activity, and online conversations. + +## Core Philosophy + +### The Problem with Traditional Research + +- **Focus groups**: People lie (consciously or not) about their preferences +- **Surveys**: Response bias, social desirability bias, limited sample size +- **Interviews**: Time-consuming, expensive, can't scale +- **Intuition**: Often wrong, based on personal experience not data + +### The Internet Pipes Solution + +- **Revealed preferences**: Watch what people do, not what they say +- **Scale**: Billions of data points daily (6M Google searches/minute!) +- **Authenticity**: People searching when nobody's watching = real desires +- **Real-time**: Identify trends as they emerge, not after they peak +- **Accessible**: Available to anyone with internet access + +## The Five Pillars + +### 1. Signal Detection + +**What it is**: Monitoring multiple internet sources for emerging patterns + +**Data Sources**: + +- **Search engines**: Google Trends, search autocomplete, related searches +- **Social media**: TikTok, Instagram, Twitter/X, Reddit, Pinterest +- **E-commerce**: Amazon Best Sellers, Etsy trending, eBay watching +- **Content platforms**: YouTube trends, Medium tags, Substack growth +- **News**: Google News, niche publications, industry blogs +- **Communities**: Subreddits, Facebook groups, Discord servers, forums + +**What to look for**: + +- Rising search volumes +- Increasing social mentions +- New hashtags gaining traction +- Product categories showing growth +- Questions being asked repeatedly +- Gaps in existing conversations + +**Signals vs. Noise**: + +- ✅ **Signal**: Sustained increase over weeks/months +- ❌ **Noise**: Single viral moment or spike +- ✅ **Signal**: Multiple independent sources showing similar patterns +- ❌ **Noise**: One influencer's isolated post +- ✅ **Signal**: Organic growth without paid promotion +- ❌ **Noise**: Obvious paid advertising campaigns + +### 2. Pattern Recognition + +**What it is**: Identifying trend clusters and relationships + +**Pattern Types**: + +**A. Category Clusters** + +- Related trends emerging simultaneously +- Example: Cold plunging + breathwork + contrast therapy = wellness recovery trend cluster + +**B. Demographic Patterns** + +- Specific age groups, genders, or locations driving interest +- Example: Gen Z interest in "underconsumption core" and anti-haul content + +**C. Temporal Patterns** + +- Seasonal trends (Halloween costumes, summer wellness) +- Cyclical trends (New Year resolutions, back-to-school) +- Secular trends (long-term shifts like plant-based eating) + +**D. Causal Relationships** + +- Technology enablers (TikTok enables short-form content trends) +- Cultural catalysts (pandemic drives home fitness) +- Economic drivers (inflation drives budget-friendly trends) + +**E. Substitution Patterns** + +- New alternatives replacing existing solutions +- Example: Monk fruit sweetener replacing stevia + +**F. Intersection Opportunities** + +- Two trends combining to create new niches +- Example: Sustainable + athletic wear = eco-friendly activewear + +**Pattern Analysis Questions**: + +1. Are these trends related or coincidental? +2. What underlying need connects these trends? +3. Who is driving this pattern? +4. What external factors enable this pattern? +5. Is this pattern accelerating or decelerating? + +### 3. Context Analysis + +**What it is**: Understanding the "why" behind the trend + +**Context Layers**: + +**A. Need Analysis** +What need is being fulfilled? + +- **Functional**: Solves a practical problem (air quality monitors → know if air is safe) +- **Emotional**: Provides feelings (cozy cardio → guilt-free movement) +- **Social**: Enables identity/status/belonging (permanent jewelry → commitment symbol) +- **Novelty**: Satisfies curiosity (butterfly pea tea → magical color-changing) + +**B. Timing Analysis** +Why is this trending NOW? + +- **Technology**: New tech makes it possible (AI enables ChatGPT) +- **Cultural shift**: Values changing (sustainability drives eco-products) +- **Economic**: Financial conditions (recession drives "dupe culture") +- **Regulatory**: Laws change landscape (CBD legalization) +- **Influencer effect**: Celebrity/creator adoption (Huberman drives AG1) +- **Pandemic effects**: COVID changes behavior (remote work drives home office) + +**C. Audience Analysis** +Who wants this? + +- **Early adopters**: First to try, willing to pay premium +- **Demographics**: Age, gender, location, income +- **Psychographics**: Values, interests, lifestyle +- **Pain points**: What problem are they trying to solve? +- **Current alternatives**: What are they using now? + +**D. Competitive Context** +What's the market situation? + +- **Market stage**: Emerging, growth, mature, declining +- **Competition**: None, few, many, dominated +- **Alternatives**: What else solves this problem? +- **Barriers**: Easy or hard to enter? + +### 4. Opportunity Mapping + +**What it is**: Connecting trends to business opportunities + +**Opportunity Types**: + +**A. Direct Product/Service** + +- Create product serving the trend +- Example: Glowing sunscreen → Develop UV-reactive sunscreen brand + +**B. Complementary Products** + +- Sell products that enhance the trend +- Example: Cold plunge trend → Sell recovery protocols, thermometers + +**C. Content & Education** + +- Create content about the trend +- Example: Butterfly pea tea → YouTube channel on color-changing drinks + +**D. Community & Connection** + +- Build community around the trend +- Example: Permanent jewelry → Instagram community for wearers + +**E. Tools & Platforms** + +- Create tools to serve the trend +- Example: Air quality trend → App comparing local air quality data + +**F. Distribution & Access** + +- Improve access to existing trend products +- Example: Subscription box for trending wellness products + +**Opportunity Evaluation Framework**: + +| Criterion | Questions to Ask | +| ----------------- | ---------------------------------------------------------- | +| **Market Size** | How many people want this? Growing or shrinking? | +| **Competition** | How many others are doing this? Quality of competition? | +| **Barriers** | How hard is it to enter? Capital, expertise, distribution? | +| **Timing** | Early, middle, or late in trend lifecycle? | +| **Monetization** | How do you make money? Proven models exist? | +| **Defensibility** | Can you build a moat? Or easily copied? | +| **Alignment** | Does it fit broader macro trends? | +| **Passion** | Do you care about this? (Important for longevity) | + +**Opportunity Scoring**: +Rate each criterion 1-10, calculate average for overall opportunity score. + +### 5. Validation + +**What it is**: Cross-referencing across multiple data sources + +**Validation Methods**: + +**A. Multi-Source Validation** + +- Check 3+ independent data sources +- Search (Google Trends) + Social (TikTok views) + Commerce (Amazon sales rank) +- If all point same direction = high confidence + +**B. Temporal Validation** + +- Check trend over time (not just current snapshot) +- Look for: sustained growth, not just spikes +- Minimum 3-6 months of data + +**C. Geographic Validation** + +- Where is this trending? Just one region or multiple? +- US-only or global? Urban or rural? +- Early markets often predict later markets + +**D. Demographic Validation** + +- Is this just one demographic or crossing segments? +- Single-demo = niche opportunity +- Cross-demo = mainstream potential + +**E. Conversation Validation** + +- People asking questions? (indicates interest + info gap) +- People answering questions? (indicates expertise forming) +- People creating content? (indicates community forming) + +**F. Commercial Validation** + +- Products being sold? +- Sales data available? +- Price points established? +- Reviews and ratings? + +**Validation Confidence Levels**: + +- 🟢 **High confidence**: 5+ sources, 6+ months data, multiple demographics, commercial activity +- 🟡 **Medium confidence**: 3-4 sources, 3-6 months data, single-demo, early commercial activity +- 🔴 **Low confidence**: 1-2 sources, <3 months data, unclear demo, no commercial activity + +## Practical Application + +### Step-by-Step Process + +**Step 1: Choose Your Domain** + +- Industry/category to explore (wellness, tech, food, fashion, etc.) +- Or: Open exploration (what's trending generally?) + +**Step 2: Gather Signals** + +- Google Trends: Search for category keywords, check "rising" queries +- Reddit: Browse relevant subreddits, sort by "hot" and "top this month" +- TikTok: Search hashtags, note view counts and growth +- Amazon: Check best sellers and movers & shakers in category +- YouTube: Search category, sort by upload date, note views/subscriber ratio + +**Step 3: Document Potential Trends** +For each signal, note: + +- Trend name +- Where you found it +- Approximate interest level (search volume, social mentions) +- First observation of trend + +**Step 4: Analyze Patterns** + +- Group related trends +- Identify common themes +- Look for intersections +- Note demographics + +**Step 5: Investigate Context** +For promising trends: + +- Search "why is [trend] popular" +- Read articles about the trend +- Watch video content about it +- Join communities discussing it +- Understand who wants it and why + +**Step 6: Map Opportunities** + +- Brainstorm ways to serve this trend +- Evaluate each opportunity against framework criteria +- Score opportunities + +**Step 7: Validate** + +- Check multiple sources (minimum 3) +- Verify sustained interest (not just spike) +- Confirm commercial viability +- Test assumptions with small experiments + +**Step 8: Act or Monitor** + +- **High confidence + good opportunity** → Act +- **High confidence + poor opportunity** → Pass +- **Low confidence + good opportunity** → Monitor and re-assess +- **Low confidence + poor opportunity** → Pass + +## Common Pitfalls to Avoid + +### ❌ Mistaking Noise for Signal + +- **Pitfall**: Chasing every viral moment +- **Solution**: Require sustained interest over time + +### ❌ Confirmation Bias + +- **Pitfall**: Only looking for data that confirms your hypothesis +- **Solution**: Actively seek contradictory evidence + +### ❌ Jumping on Too Late + +- **Pitfall**: By the time it's mainstream, opportunity is gone +- **Solution**: Look for "rising" trends, not current trends + +### ❌ Too Narrow or Too Broad + +- **Pitfall**: "Food is trending" (too broad) or "gluten-free oat milk for dogs" (too narrow) +- **Solution**: Find the goldilocks zone - specific but addressable + +### ❌ Ignoring Execution Difficulty + +- **Pitfall**: Great trend but impossible for you to execute +- **Solution**: Consider your resources, skills, and constraints + +### ❌ Confusing Fad with Trend + +- **Pitfall**: Investing in something that will die quickly +- **Solution**: Look for underlying needs, not just novelty + +### ❌ Not Validating Willingness to Pay + +- **Pitfall**: People are interested but won't actually buy +- **Solution**: Look for evidence of commercial transactions + +## Examples in Action + +### Example 1: Glowing Sunscreen 📈 + +**Signal Detection**: + +- Rising Google searches for "glowing sunscreen" and "UV sunscreen" +- TikTok videos showing UV-reactive sunscreen going viral +- Amazon sales of color-changing sunscreen increasing + +**Pattern Recognition**: + +- Part of "visible skincare" trend cluster +- Related to sun safety awareness + social media shareability +- Particularly popular with Gen Z and millennial parents + +**Context Analysis**: + +- **Why trending**: Makes sun protection visible (functional) + fun for kids (emotional) + shareable on social (social) +- **Why now**: TikTok enables demonstration of color-changing effect +- **Target audience**: Parents with young kids, skincare enthusiasts, beach-goers + +**Opportunity Mapping**: + +- Direct: Create glowing sunscreen brand +- Complementary: UV detection accessories +- Content: Educational content about sun safety +- Community: Reviews and recommendations platform + +**Validation**: + +- ✅ Multiple sources (Google, TikTok, Amazon) +- ✅ Sustained interest over 12+ months +- ✅ Multiple demographics +- ✅ Products being sold and reviewed +- 🟢 High confidence + +### Example 2: Butterfly Pea Tea 📈 + +**Signal Detection**: + +- Search interest for "butterfly pea tea" rising +- Instagram aesthetic posts featuring color-changing tea +- Health blogs discussing benefits + +**Pattern Recognition**: + +- Part of "functional beverages" trend cluster +- Related to natural colors, health trends, Instagram aesthetics +- Popular with health-conscious millennials + +**Context Analysis**: + +- **Why trending**: Natural color changing (novelty) + health benefits (functional) + beautiful photos (social) +- **Why now**: Instagram culture values aesthetic beverages +- **Target audience**: Health-conscious, Instagram-active, interested in natural products + +**Opportunity Mapping**: + +- Direct: Sell butterfly pea tea products +- Complementary: Recipe books, serving ware +- Content: How to make color-changing drinks +- Community: Natural beverage enthusiasts + +**Validation**: + +- ✅ Multiple sources (Google, Instagram, health blogs) +- ✅ Sustained interest +- ✅ Products available but not oversaturated +- ✅ Strong community engagement +- 🟢 High confidence + +## Advanced Techniques + +### Trend Forecasting + +Look for leading indicators: + +- **Early adopter platforms**: What's on Reddit before it hits Facebook +- **Geographic progression**: Asia → US → Europe pattern for some trends +- **Adjacent trends**: If A is trending, related trend B might be next +- **Underlying drivers**: If values shift toward X, products serving X will trend + +### Niche Discovery + +Find underserved segments: + +- Search "[main trend] for [demographic]" +- Look for questions without good answers +- Find passionate communities with poor products +- Identify intersection opportunities + +### Competitive Intelligence + +Use Internet Pipes for competitive analysis: + +- Track competitors' search volume +- Monitor their social media growth +- Analyze their product reviews for gaps +- Identify alternatives people are searching for + +### Content Strategy + +Use trends to guide content: + +- Create content about rising trends (early) +- Answer questions people are asking +- Fill gaps in existing content +- Ride trend momentum for distribution + +## Tools & Resources + +### Free Tools + +- **Google Trends**: Search volume over time, related queries, geographic data +- **Reddit**: Community discussions, voting signals, trending posts +- **TikTok**: Video view counts, hashtag growth, creator adoption +- **YouTube**: Upload frequency, view counts, engagement rates +- **Amazon Best Sellers**: Sales rank, movers & shakers, new releases +- **Twitter/X**: Trending topics, hashtag volume, conversation analysis + +### Paid Tools (Optional) + +- **SEMrush/Ahrefs**: Keyword research, search volume, SEO difficulty +- **Exploding Topics**: Curated trend discovery +- **Google Keyword Planner**: Search volume data +- **Social listening tools**: Mention tracking, sentiment analysis + +### Learning Resources + +- Google Trends tutorial +- Reddit research guides +- Amazon seller forums (for commerce insights) +- Social media analytics courses + +## Conclusion + +The Internet Pipes Framework transforms passive internet browsing into active opportunity discovery. By systematically: + +1. **Detecting** signals across multiple sources +2. **Recognizing** patterns and relationships +3. **Analyzing** context and causation +4. **Mapping** opportunities +5. **Validating** with cross-references + +...you can discover what people actually want before your competitors do. + +The internet is constantly broadcasting signals about human desire. Most people scroll past these signals. You're now equipped to see them. + +**Remember**: Every minute, 6 million people search Google. They're telling you what they want. Are you listening? + +Now go discover the next big thing. 🚀 diff --git a/expansion-packs/bmad-trend-insights-platform/data/trend-categories.md b/expansion-packs/bmad-trend-insights-platform/data/trend-categories.md new file mode 100644 index 000000000..97d7f2a28 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/data/trend-categories.md @@ -0,0 +1,609 @@ +# Trend Categories + +## Overview + +This document catalogs common trend categories and subcategories to help guide trend discovery research. Use these as starting points for exploration, but remember that the best trends often emerge at the intersection of multiple categories. + +--- + +## Major Categories + +### 1. Health & Wellness + +#### Subcategories: + +- **Fitness & Exercise** + - Workout styles (HIIT, Pilates, yoga variations) + - Equipment (resistance bands, kettlebells, smart mirrors) + - Recovery (cold plunge, massage guns, stretch routines) + - Challenges & programs + +- **Nutrition & Diet** + - Diet approaches (keto, intermittent fasting, intuitive eating) + - Supplements (vitamins, adaptogens, nootropics, protein powders) + - Functional foods (mushroom coffee, prebiotic soda, collagen) + - Alternative sweeteners (monk fruit, allulose, stevia alternatives) + +- **Mental Health & Mindfulness** + - Meditation & breathwork + - Therapy approaches (EMDR, IFS, somatic) + - Mental health apps & tools + - Stress management techniques + - Sleep optimization + +- **Biohacking & Longevity** + - Wearables & tracking (CGMs, rings, patches) + - Protocols (cold exposure, red light, fasting) + - Testing (genetic, microbiome, blood panels) + - Anti-aging & longevity supplements + +- **Beauty & Skincare** + - Skincare ingredients (retinol alternatives, peptides) + - Beauty tech (LED masks, microcurrent, at-home devices) + - Clean/natural beauty + - Skin cycling, slugging, and routines + - Men's grooming + +**Example Trends**: + +- Glowing/UV-reactive sunscreen 📈 +- Berberine (nature's Ozempic) 📈 +- Sleepy girl mocktail 📈 +- Cozy cardio 📈 +- Skin streaming (simplified skincare) 📈 + +--- + +### 2. Food & Beverage + +#### Subcategories: + +- **New Ingredients & Flavors** + - Exotic fruits & vegetables + - Functional ingredients + - Flavor trends (ube, tahini, gochujang) + - Color-changing foods + +- **Beverages** + - Coffee alternatives (mushroom, chicory, barley) + - Tea varieties (butterfly pea, herbal blends) + - Functional drinks (adaptogens, nootropics, gut health) + - Mocktails & alcohol alternatives + - Probiotic sodas + +- **Diet & Lifestyle** + - Plant-based alternatives (meat, dairy, seafood) + - Dietary restrictions (gluten-free, allergen-free) + - Eating philosophies (intuitive eating, mindful eating) + - Meal timing (OMAD, circadian eating) + +- **Food Preparation** + - Cooking methods (air frying, sous vide, fermentation) + - Kitchen gadgets + - Meal prep trends + - Home baking + +- **Snacks & Convenience** + - Better-for-you snacks + - Protein-forward snacks + - International snacks + - Nostalgic snacks reimagined + +**Example Trends**: + +- Butterfly pea tea 📈 +- Tinned fish (fancy canned seafood) 📈 +- Cottage cheese renaissance 📈 +- Dubai chocolate bars 📈 +- Cucumber salad trend 📈 + +--- + +### 3. Technology & Software + +#### Subcategories: + +- **AI & Machine Learning** + - Generative AI tools (text, image, video, audio) + - AI assistants & agents + - AI-powered apps + - Automation tools + +- **Productivity & Work** + - Note-taking & PKM (Notion, Obsidian, Roam) + - Time management tools + - Focus & deep work tools + - Remote work enablers + +- **Web3 & Crypto** + - NFTs & digital collectibles + - DeFi protocols + - DAOs & governance + - Blockchain applications beyond finance + +- **Hardware & Devices** + - Wearables (smart rings, watches, glasses) + - Home tech (smart home, security, energy) + - Personal gadgets + - Audio equipment + +- **Developer Tools** + - Frameworks & libraries + - Dev platforms & services + - Programming languages + - Dev experience tools + +**Example Trends**: + +- AI coding assistants 📈 +- Notion alternatives 📈 +- Smart rings (Oura, Ultrahuman) 📈 +- Local-first software 📈 +- Obsidian & PKM tools 📈 + +--- + +### 4. Home & Living + +#### Subcategories: + +- **Interior Design & Decor** + - Design styles (dopamine decor, grandmillennial, japandi) + - Color trends + - Furniture styles + - Organization & storage + +- **Home Improvement** + - DIY projects + - Smart home integration + - Energy efficiency + - Outdoor living spaces + +- **Cleaning & Organization** + - Cleaning products & methods + - Organization systems + - Decluttering philosophies + - Storage solutions + +- **Home Office** + - Desk setups + - Ergonomic furniture + - Tech accessories + - Productivity environments + +- **Sustainability** + - Eco-friendly products + - Zero-waste living + - Energy alternatives + - Sustainable materials + +**Example Trends**: + +- Dopamine decor 📈 +- Carpet tile DIY 📈 +- Smart lighting scenes 📈 +- Air quality monitors 📈 +- Compost bins for apartments 📈 + +--- + +### 5. Fashion & Style + +#### Subcategories: + +- **Clothing Trends** + - Aesthetic movements (cottagecore, dark academia, coastal grandmother) + - Specific items (cargo pants, ballet flats, maxi skirts) + - Sustainable fashion + - Vintage & thrift + +- **Accessories** + - Jewelry (permanent jewelry, charm bracelets) + - Bags (styles, materials, sizes) + - Shoes (types, brands, styles) + - Hats, scarves, belts + +- **Beauty & Hair** + - Makeup trends + - Hair styles & colors + - Nail art & styles + - Skincare routines + +- **Subcultures & Communities** + - #VanLife aesthetics + - Minimalist fashion + - Maximalist/maximalism + - Workwear/Gorpcore + +**Example Trends**: + +- Permanent jewelry 📈 +- Quiet luxury 📈 +- Mob wife aesthetic 📈 +- Claw clips comeback 📈 +- Barrel jeans 📈 + +--- + +### 6. Creator Economy & Content + +#### Subcategories: + +- **Content Formats** + - Short-form video (TikTok, Reels, Shorts) + - Long-form content (podcasts, YouTube essays) + - Newsletters (Substack, Ghost) + - Live streaming + +- **Monetization** + - Subscriptions (Patreon, memberships) + - Digital products (templates, presets, courses) + - NFTs & digital collectibles + - Brand deals & sponsorships + +- **Niches & Topics** + - Educational content + - Entertainment genres + - Lifestyle vlogging + - Product reviews & unboxing + +- **Tools & Platforms** + - Video editing tools + - Audio production + - Graphic design + - Analytics & growth tools + +**Example Trends**: + +- Faceless YouTube channels 📈 +- Thread content format 📈 +- AI avatars for content 📈 +- Podcast clips as content 📈 +- Newsletter bundles 📈 + +--- + +### 7. Parenting & Kids + +#### Subcategories: + +- **Baby & Toddler** + - Baby gear & products + - Developmental toys + - Sleep training methods + - Feeding approaches + +- **Kids Activities** + - Educational toys & games + - Outdoor activities + - Arts & crafts + - Screen time alternatives + +- **Parenting Philosophy** + - Gentle parenting + - Montessori approach + - RIE method + - Conscious parenting + +- **Family Life** + - Family activities + - Travel with kids + - Meal planning + - Organization systems + +**Example Trends**: + +- Montessori-inspired toys 📈 +- Wobble chairs for kids 📈 +- Sensory tables 📈 +- Screen-free tech toys 📈 +- Gentle parenting resources 📈 + +--- + +### 8. Personal Finance & Investing + +#### Subcategories: + +- **Investing** + - Stock trading platforms & apps + - Crypto & DeFi + - Real estate investing + - Alternative investments + +- **Money Management** + - Budgeting apps & methods + - Side hustles & income streams + - Debt payoff strategies + - Financial independence (FIRE) + +- **Financial Education** + - Money mindset + - Financial literacy + - Investing education + - Personal finance creators + +**Example Trends**: + +- High-yield savings accounts 📈 +- I Bonds 📈 +- Fractional real estate 📈 +- Cash stuffing 📈 +- FIRE movement variations 📈 + +--- + +### 9. Education & Learning + +#### Subcategories: + +- **Learning Methods** + - Active recall & spaced repetition + - Speed reading techniques + - Memory palaces & mnemonics + - Learning science + +- **Skills & Topics** + - Coding bootcamps + - Language learning + - Creative skills (drawing, music, writing) + - Professional development + +- **Tools & Platforms** + - Learning apps (Anki, Duolingo, etc.) + - Online course platforms + - Study aids + - Educational games + +**Example Trends**: + +- ChatGPT for learning 📈 +- Notion for students 📈 +- Cornell note-taking revival 📈 +- Spaced repetition apps 📈 +- Alternative credentials 📈 + +--- + +### 10. Pets & Animals + +#### Subcategories: + +- **Pet Care** + - Premium pet food + - Pet health & wellness + - Grooming trends + - Training methods + +- **Pet Products** + - Tech for pets (GPS, cameras, feeders) + - Toys & enrichment + - Pet furniture & accessories + - Sustainable pet products + +- **Pet Services** + - Dog walking & sitting + - Pet insurance + - Veterinary care + - Pet transportation + +**Example Trends**: + +- Fresh pet food delivery 📈 +- GPS pet trackers 📈 +- Puzzle feeders 📈 +- Pet cameras with treat dispensers 📈 +- Raw food diet for dogs 📈 + +--- + +### 11. Travel & Experience + +#### Subcategories: + +- **Travel Styles** + - Solo travel + - Slow travel + - Digital nomad lifestyle + - Sustainable tourism + - Revenge travel (post-pandemic) + +- **Accommodations** + - Airbnb alternatives + - Co-living spaces + - Glamping & unique stays + - Hotel trends + +- **Activities & Experiences** + - Adventure sports + - Wellness retreats + - Cultural immersion + - Food tourism + +**Example Trends**: + +- Set-jetting (visiting filming locations) 📈 +- Coolcations (escaping heat) 📈 +- Destination dupes (cheaper alternatives) 📈 +- Train travel renaissance 📈 +- Remote work travel 📈 + +--- + +### 12. Hobbies & Crafts + +#### Subcategories: + +- **Making & Creating** + - Knitting & crochet + - Woodworking + - Pottery & ceramics + - Candle making + - Soap making + +- **Collecting** + - Vinyl records + - Plants (houseplants, rare varieties) + - Vintage items + - Trading cards + - Art & prints + +- **Outdoor Activities** + - Hiking & camping + - Gardening + - Birdwatching + - Foraging + - Kayaking & water sports + +- **Gaming & Entertainment** + - Board games + - Video games (genres, platforms) + - Puzzles + - Reading (genres, formats) + +**Example Trends**: + +- Crochet revival (Gen Z) 📈 +- Houseplant parenthood 📈 +- Sourdough breadmaking 📈 +- Disc golf 📈 +- Dungeons & Dragons resurgence 📈 + +--- + +### 13. Sustainability & Environment + +#### Subcategories: + +- **Zero Waste & Minimalism** + - Package-free products + - Reusable alternatives + - Minimalist lifestyle + - Decluttering + +- **Renewable Energy** + - Solar panels + - Home batteries + - Electric vehicles + - Energy monitoring + +- **Sustainable Products** + - Eco-friendly materials + - Circular economy products + - Upcycled & recycled goods + - Biodegradable alternatives + +- **Environmental Action** + - Carbon offsetting + - Local & seasonal eating + - Composting + - Community initiatives + +**Example Trends**: + +- Air quality monitors 📈 +- Reusable food wraps 📈 +- Electric bikes 📈 +- Solar generators 📈 +- Composting devices 📈 + +--- + +## Trend Intersections + +Often the most interesting trends emerge at the intersection of two categories: + +- **Health + Tech** = Wearable fitness trackers, health apps, telemedicine +- **Fashion + Sustainability** = Secondhand fashion, rental services, eco-fabrics +- **Food + Wellness** = Functional beverages, supplements, health foods +- **Home + Tech** = Smart home devices, home automation +- **Finance + Education** = Financial literacy apps, investing courses +- **Pets + Tech** = Pet cameras, GPS trackers, automatic feeders +- **Work + Home** = Home office setups, productivity tools +- **Content + Commerce** = Shoppable videos, live shopping + +**Pro Tip**: Explore category intersections to discover under-served niches! + +--- + +## Emerging Meta-Trends + +These broader shifts create opportunities across multiple categories: + +### Personalization + +Everything becoming customized to individual preferences: + +- Personalized nutrition +- Custom skincare +- Tailored content +- Individual playlists + +### Premiumization + +Consumers willing to pay more for quality: + +- Luxury versions of everyday items +- Premium materials & craftsmanship +- Small-batch & artisan products +- Exclusive experiences + +### Convenience & Time-Saving + +Solutions that save time or effort: + +- Delivery services +- Automation tools +- One-click everything +- Done-for-you services + +### Community & Connection + +Products/services that build belonging: + +- Community-driven brands +- Co-creation with customers +- Membership models +- Shared experiences + +### Transparency & Authenticity + +Demand for honesty and realness: + +- Ingredient transparency +- Behind-the-scenes content +- Unfiltered & raw content +- Ethical sourcing visibility + +### Mental Health & Well-being + +Prioritizing mental and emotional health: + +- Stress reduction products +- Mindfulness tools +- Therapy access +- Work-life balance solutions + +### Sustainability & Values + +Buying aligned with personal values: + +- Eco-friendly options +- Ethical labor practices +- Regenerative approaches +- Circular economy models + +--- + +## How to Use This Guide + +1. **Start broad**: Pick a major category that interests you +2. **Go specific**: Drill into subcategories +3. **Search for signals**: Use trend discovery methods in that niche +4. **Find intersections**: Look where categories overlap +5. **Validate**: Use the validation checklist +6. **Stay curious**: Best trends often surprise you + +**Remember**: Categories are guidelines, not boundaries. The most interesting opportunities often defy easy categorization! + +Happy trend hunting! 🔍✨ diff --git a/expansion-packs/bmad-trend-insights-platform/data/trend-data-sources.md b/expansion-packs/bmad-trend-insights-platform/data/trend-data-sources.md new file mode 100644 index 000000000..0631c9dfc --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/data/trend-data-sources.md @@ -0,0 +1,630 @@ +# Trend Data Sources + +## Overview + +This document catalogs the primary data sources for discovering and validating trends through the Internet Pipes methodology. Each source provides different insights, and cross-referencing multiple sources increases confidence in trend identification. + +## Search Engines + +### Google Trends + +**URL**: https://trends.google.com + +**What it provides**: + +- Search volume over time (relative, not absolute) +- Geographic distribution of interest +- Related queries (rising and top) +- Related topics +- Comparison of multiple trends +- Breakout trends (>5000% growth) + +**Best for**: + +- Validating sustained interest over time +- Identifying seasonal patterns +- Geographic trend analysis +- Discovering related searches +- Comparing multiple trends head-to-head + +**How to use**: + +- Search for specific keywords or topics +- Set time range (past hour, day, month, year, 5 years, custom) +- Filter by geography, category, search type +- Look for "Rising" queries (most important for trend discovery) +- Check "Interest over time" for trajectory +- Export data for further analysis + +**Limitations**: + +- Relative data, not absolute search numbers +- Requires sufficient search volume +- Can't distinguish between positive/negative interest +- US-focused by default (adjust geography) + +**Pro tips**: + +- Use "Compare" feature to validate one trend vs. another +- Check both broad and specific keywords +- Look at related queries for niche opportunities +- Use category filters to reduce noise +- Check "Breakout" designation for emerging trends + +--- + +### Google Autocomplete & Related Searches + +**What it provides**: + +- Real-time query suggestions +- "People also ask" questions +- Related searches at bottom of results page + +**Best for**: + +- Discovering what questions people are asking +- Finding related topics and niches +- Understanding search intent +- Content gap identification + +**How to use**: + +- Start typing a query, observe autocomplete suggestions +- Search and scroll to "People also ask" +- Scroll to bottom for "Related searches" +- Try different seed keywords +- Use incognito mode for unbiased results + +**Pro tips**: + +- Autocomplete reveals actual queries people type +- Questions indicate information gaps +- Related searches show semantic relationships +- Compare autocomplete across different seed keywords + +--- + +## Social Media Platforms + +### TikTok + +**Best for**: + +- Early signal detection (often trends here first) +- Understanding how trends spread visually +- Demographic insights (skews younger) +- Content format ideas + +**What to monitor**: + +- Hashtag view counts (#trend → 100M views) +- Sound/audio usage (songs, audio memes) +- Creator adoption rate (how many making content) +- Comment themes (what people are saying) +- Engagement rates relative to followers + +**How to use**: + +- Search hashtags and track view counts over time +- Browse "For You" page for emerging content types +- Check trending sounds in video creation +- Analyze comments for audience sentiment +- Look for creator challenges and duets + +**Trend indicators**: + +- ✅ Hashtag views growing rapidly +- ✅ Multiple creators adopting independently +- ✅ Crossing to different creator niches +- ✅ Comments asking "where to buy" or "how to do" +- ✅ Mainstream brands starting to participate + +--- + +### Instagram + +**Best for**: + +- Visual trends (fashion, beauty, lifestyle, food) +- Influencer adoption tracking +- Aesthetic movements +- Product discovery + +**What to monitor**: + +- Hashtag post counts +- Trending audio in Reels +- Save ratios (high saves = high interest) +- Stories poll results and question responses +- Collaborative posts and tags + +**How to use**: + +- Search hashtags, note post counts and recency +- Check "Top" vs "Recent" to see what's gaining traction +- Monitor influencer content in relevant niches +- Track brands entering the trend space +- Observe aesthetic patterns and style shifts + +**Trend indicators**: + +- ✅ Hashtag growing in post count +- ✅ Influencers organically posting (not sponsored) +- ✅ High engagement relative to follower count +- ✅ Cross-posting from TikTok (trend maturing) +- ✅ Multiple brands adopting + +--- + +### Reddit + +**Best for**: + +- Deep community insights +- Product recommendations and reviews +- Niche trend discovery +- Authentic conversations + +**What to monitor**: + +- Subreddit subscriber growth +- Post upvotes and comment counts +- Recurring themes in top posts +- Questions being asked repeatedly +- Community wiki and FAQs (what's established) + +**Key subreddits for trend discovery**: + +- r/InternetIsBeautiful (new tools/sites) +- r/shutupandtakemymoney (products people want) +- r/BuyItForLife (quality/durability trends) +- r/DidntKnowIWantedThat (discovery) +- Category-specific subreddits (r/fitness, r/skincareaddiction, etc.) + +**How to use**: + +- Sort by "Top" → "This Month" to find rising topics +- Search keywords, sort by recent and engagement +- Read comments for nuanced opinions +- Check multiple related subreddits +- Monitor crossposting between communities + +**Trend indicators**: + +- ✅ Topic appearing in multiple subreddits +- ✅ High engagement relative to subreddit size +- ✅ New subreddits forming around topic +- ✅ Repeated questions about where to find/buy +- ✅ Community creating resources (wikis, guides) + +--- + +### Twitter/X + +**Best for**: + +- Real-time trend detection +- News-driven trends +- Thought leader opinions +- B2B and tech trends + +**What to monitor**: + +- Trending hashtags and topics +- Tweet volume around keywords +- Influencer/expert discussions +- Quote tweet ratios (indicates strong opinions) +- Bookmark counts (indicates utility) + +**How to use**: + +- Check "Trending" section daily +- Use Advanced Search for keyword monitoring +- Follow industry thought leaders +- Monitor branded hashtags +- Track lists of relevant accounts + +**Trend indicators**: + +- ✅ Organic trending (not sponsored) +- ✅ Sustained conversation over days +- ✅ Multiple industries discussing +- ✅ Media outlets covering +- ✅ Brands responding + +--- + +### YouTube + +**Best for**: + +- Tutorial content demand +- Long-form content trends +- Educational interest +- Product reviews and unboxings + +**What to monitor**: + +- Video view counts relative to channel size +- Upload frequency on topic +- Comment sentiment and questions +- Views-per-day rate (velocity) +- Thumbnail/title patterns + +**How to use**: + +- Search topic, filter by upload date +- Sort by view count or relevance +- Check "Related videos" sidebar +- Read top comments for questions/sentiment +- Monitor specific channels in your niche + +**Trend indicators**: + +- ✅ New channels forming around topic +- ✅ Established creators adopting topic +- ✅ High views relative to channel subscribers +- ✅ Comments indicating intent to try/buy +- ✅ Multiple video formats (tutorials, reviews, vlogs) + +--- + +### Pinterest + +**Best for**: + +- Visual search trends +- Planning-phase interests (weddings, home, recipes) +- Craft and DIY trends +- Seasonal trend forecasting + +**What to monitor**: + +- "Popular" and "Trending" sections +- Save counts on pins +- Board creation around topics +- Search volume indicators +- Emerging categories + +**How to use**: + +- Check Pinterest Trends tool (if available) +- Search keywords, note results count +- Look at "Related searches" +- Monitor boards being created +- Track pin saves over time + +**Trend indicators**: + +- ✅ High save rates +- ✅ Multiple distinct pin styles on same topic +- ✅ Appears in "Trending" section +- ✅ Related searches expanding +- ✅ Commercial pins from brands appearing + +--- + +## E-Commerce Platforms + +### Amazon + +**Best Sellers & Movers and Shakers** +**URL**: amazon.com/gp/bestsellers + +**What it provides**: + +- Best Sellers (current top-selling items) +- Movers & Shakers (biggest gainers in sales rank, last 24 hours) +- Hot New Releases +- Category rankings + +**Best for**: + +- Commercial validation (people actually buying) +- Discovering new products gaining traction +- Price point analysis +- Category trends + +**How to use**: + +- Check "Movers & Shakers" daily for trending products +- Browse category-specific best sellers +- Note products with low review counts but high rank (new and trending) +- Read reviews for customer insights and pain points +- Track BSR (Best Sellers Rank) over time + +**Trend indicators**: + +- ✅ Product climbing in Movers & Shakers +- ✅ Multiple similar products in same category +- ✅ New brands entering established categories +- ✅ High rating + growing review count +- ✅ Frequent "out of stock" status + +--- + +### Etsy Trending + +**What it provides**: + +- Handmade and custom product trends +- Niche and artisan movements +- Gift and occasion trends + +**Best for**: + +- Early craft/DIY trends +- Personalization trends +- Niche aesthetic movements +- Gift trends + +**How to use**: + +- Browse trending searches +- Check categories for volume growth +- Monitor "Bestseller" and "Popular now" badges +- Read shop announcements (sellers share trends) +- Track favorites and reviews + +--- + +### Shopify Exchange/Flippa + +**Best for**: + +- Seeing what types of stores are being built/sold +- Revenue data for trend validation +- Niche saturation indicators + +--- + +## Content Platforms + +### Medium + +**Best for**: + +- Written content trends +- Thought leadership topics +- Deep-dive interest areas + +**What to monitor**: + +- Top stories in categories +- Tag following counts +- Clap counts and read ratios +- Publication topic focus + +--- + +### Substack + +**Best for**: + +- Newsletter topic trends +- Subscription business ideas +- Niche community interests + +**What to monitor**: + +- Top publications +- Growing publications +- Topic categories +- Subscriber counts (when public) + +--- + +## News & Media + +### Google News + +**Best for**: + +- Mainstream trend validation +- Understanding media narratives +- B2B trends + +**How to use**: + +- Search for keywords, filter by date +- Set up Google Alerts for trend tracking +- Monitor "Top Stories" for trends hitting mainstream + +--- + +### Industry Publications + +**Examples**: + +- Tech: TechCrunch, The Verge, Hacker News +- Fashion: Vogue, WWD +- Food: Eater, Food & Wine +- Wellness: Well+Good, Healthline + +**Best for**: + +- Industry-specific trends +- Expert perspectives +- Deeper context + +--- + +## Communities & Forums + +### Discord Servers + +**Best for**: + +- Real-time community conversations +- Gaming, crypto, creator trends +- Early adopter communities + +--- + +### Facebook Groups + +**Best for**: + +- Older demographics (30+) +- Parent communities +- Local community trends +- Buy/sell/trade activity + +--- + +### Quora + +**Best for**: + +- Questions people are asking +- Content gaps +- Educational interests + +--- + +## Specialized Tools + +### Google Keyword Planner + +**What it provides**: + +- Monthly search volume estimates +- Keyword competition data +- Related keywords + +**Best for**: + +- SEO planning +- Content topic validation +- Search volume quantification + +**Limitations**: + +- Requires Google Ads account +- Estimates, not exact numbers +- Primarily for paid search + +--- + +### Answer The Public + +**What it provides**: + +- Question-based search queries +- Preposition-based queries +- Comparison queries + +**Best for**: + +- Content ideation +- Understanding search intent +- Finding question-based opportunities + +--- + +### Exploding Topics + +**What it provides**: + +- Curated list of growing trends +- Search growth percentages +- Trend discovery without manual research + +**Best for**: + +- Quick trend scanning +- Inspiration for deeper research +- Validating your own findings + +**Limitations**: + +- Paid tool +- Less granular than doing your own research +- May include trends others already know + +--- + +## Data Collection Best Practices + +### Multi-Source Validation + +Always cross-reference at least 3 independent sources: + +- Search (Google Trends) +- Social (TikTok OR Instagram OR Reddit) +- Commerce (Amazon OR reviews OR sales data) + +### Temporal Validation + +Don't rely on single-day snapshots: + +- Track trends over at least 4-8 weeks +- Note weekly/monthly patterns +- Compare year-over-year when possible + +### Geographic Considerations + +Trends often start regionally: + +- Check US, UK, Australia separately +- Note urban vs. rural patterns +- Consider cultural context + +### Demographic Awareness + +Different platforms represent different demographics: + +- TikTok: Gen Z, younger millennials +- Instagram: Millennials, Gen Z +- Facebook: Older millennials, Gen X, Boomers +- Reddit: Male-skewing, tech-oriented +- Pinterest: Female-skewing, planning mindset + +### Document Everything + +Keep a trend tracking spreadsheet: + +- Trend name +- First observed date +- Data sources +- Key metrics +- Notes and observations +- Follow-up dates + +## Source Credibility Assessment + +**High Credibility** 🟢: + +- Multiple independent sources +- Commercial activity (products being sold) +- Sustained interest over time +- Cross-demographic adoption + +**Medium Credibility** 🟡: + +- 1-2 sources +- Some commercial activity +- Recent emergence (2-4 months) +- Single-demographic focused + +**Low Credibility** 🔴: + +- Single source +- No commercial validation +- Spike without sustained interest +- Potentially manipulated metrics + +## Conclusion + +Effective trend discovery requires: + +1. **Breadth**: Monitor multiple source types +2. **Depth**: Go deep on promising signals +3. **Consistency**: Check sources regularly +4. **Skepticism**: Validate before believing +5. **Documentation**: Track what you find + +No single source tells the complete story. The magic happens when signals align across multiple independent sources - that's when you've found a real trend worth pursuing. + +Happy trend hunting! 🔍 diff --git a/expansion-packs/bmad-trend-insights-platform/data/trend-validation-checklist.md b/expansion-packs/bmad-trend-insights-platform/data/trend-validation-checklist.md new file mode 100644 index 000000000..0a28e6ad8 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/data/trend-validation-checklist.md @@ -0,0 +1,516 @@ +# Trend Validation Checklist + +## Overview + +This checklist helps you systematically validate whether a potential trend is real, sustainable, and represents a genuine opportunity. Use this before investing significant time or resources into pursuing a trend. + +## Quick Assessment (5 Minutes) + +Use this for initial filtering of potential trends: + +### Minimum Viability Check + +- [ ] Multiple independent people/sources mentioning this (not just one viral post) +- [ ] Trend has a clear name/description (not vague or ambiguous) +- [ ] You can find at least 3 different data sources confirming interest +- [ ] Interest appears to be growing, not declining +- [ ] There's evidence people are searching for this (Google Trends confirms) + +**If ALL 5 are checked → Proceed to full validation** +**If fewer than 5 → Likely not worth pursuing right now** + +--- + +## Full Validation (30-60 Minutes) + +### Part 1: Demand Validation + +#### Search Interest ✅ + +- [ ] Google Trends shows rising or sustained interest (not declining) +- [ ] Trend data spans at least 3 months (not just a spike) +- [ ] Related searches exist and are growing +- [ ] People are asking questions about it (autocomplete, "People also ask") +- [ ] Search volume is significant enough (not zero or "not enough data") + +**Evidence to collect**: + +- Screenshot of Google Trends graph +- List of related/rising searches +- Estimate of search volume level (high/medium/low) + +--- + +#### Social Proof ✅ + +- [ ] Active conversation on at least 2 social platforms +- [ ] Hashtag or keyword shows growth (views, posts, engagement) +- [ ] Multiple types of content creators covering it (not just one niche) +- [ ] Comments/engagement indicate genuine interest (not bots) +- [ ] User-generated content exists (people creating, not just consuming) + +**Evidence to collect**: + +- TikTok: Hashtag view counts and growth +- Instagram: Post count and engagement rates +- Reddit: Discussion threads and upvotes +- YouTube: Video counts and view rates +- Twitter: Tweet volume and sentiment + +**Red flags** 🚩: + +- Only one platform talking about it +- All content from the same source/brand +- Comments feel astroturfed or fake +- No organic user-generated content + +--- + +#### Community Formation ✅ + +- [ ] Dedicated communities exist (subreddits, Facebook groups, Discord servers) +- [ ] People asking questions and helping each other +- [ ] Resources being created (wikis, guides, recommendations) +- [ ] Recurring members/participants (not drive-by traffic) +- [ ] Organic growth in community size + +**Evidence to collect**: + +- Community names and sizes +- Engagement metrics (posts per day, comments) +- Examples of helpful resources being created + +**Red flags** 🚩: + +- No communities exist yet +- Communities are ghost towns +- Only promotional content, no genuine discussion + +--- + +### Part 2: Commercial Validation + +#### Products/Services Available ✅ + +- [ ] Products or services currently being sold +- [ ] Multiple sellers/brands (not just one) +- [ ] Price points established (market has agreed on value) +- [ ] Sales data or indicators available (reviews, ratings, rank) +- [ ] Inventory movement (products selling out or restocking) + +**Evidence to collect**: + +- Amazon: Best seller rank, review counts +- Etsy/Shopify: Number of shops selling +- Price range: Low to high +- Sales indicators (review velocity, stock status) + +**Red flags** 🚩: + +- No commercial products exist +- Only one brand with no competition +- Products available but zero reviews/sales +- Wildly inconsistent pricing (market confusion) + +--- + +#### Willingness to Pay ✅ + +- [ ] Evidence of actual purchases (reviews, unboxings, testimonials) +- [ ] People asking "where to buy" in comments/forums +- [ ] Affiliate links or recommendations in content +- [ ] Price points seem sustainable (not loss-leaders) +- [ ] Multiple price tiers exist (budget to premium) + +**Evidence to collect**: + +- Customer reviews mentioning purchase +- "Where to buy" comments +- Affiliate content or recommendation posts +- Price analysis across tiers + +**Red flags** 🚩: + +- People interested but not buying +- All commercial products are failures/negative reviews +- Only free versions exist, no paid offerings +- "Where to buy" questions go unanswered + +--- + +### Part 3: Sustainability Assessment + +#### Trend Drivers ✅ + +- [ ] Clear underlying need being fulfilled (functional, emotional, social) +- [ ] Multiple drivers (not just one thing making it popular) +- [ ] Drivers are sustainable (not based on single event/person) +- [ ] Aligns with broader macro trends +- [ ] Makes logical sense (not purely random) + +**Evaluate each driver**: + +| Driver Type | Present? | Sustainable? | Notes | +| ------------------ | -------- | ------------ | -------------------------------- | +| Functional need | Y/N | Y/N | What problem does it solve? | +| Emotional benefit | Y/N | Y/N | How does it make people feel? | +| Social/identity | Y/N | Y/N | What does it signal? | +| Novelty | Y/N | Y/N | What's new about it? | +| Technology enabler | Y/N | Y/N | What tech makes it possible? | +| Cultural shift | Y/N | Y/N | What value is changing? | +| Economic factor | Y/N | Y/N | What financial aspect drives it? | + +**Strong trends have 3+ sustainable drivers** +**Fads typically have only 1 driver (often just novelty)** + +--- + +#### Fad vs. Trend Analysis ✅ + +**Fad Indicators** (❌ Warning signs): + +- [ ] Viral spike with no sustained interest +- [ ] Pure novelty with no practical benefit +- [ ] Celebrity/influencer-driven only (no organic adoption) +- [ ] Makes no logical sense (random) +- [ ] Similar past fads that quickly died +- [ ] No clear target audience problem solving +- [ ] Single channel/platform phenomenon + +**Trend Indicators** (✅ Positive signs): + +- [ ] Sustained growth over months +- [ ] Solves real problem or fulfills genuine need +- [ ] Multiple independent drivers +- [ ] Cross-platform and cross-demographic spread +- [ ] Related to broader macro trends +- [ ] Commercial ecosystem forming +- [ ] Organic community building + +**Score**: + +- Fad indicators: [X] / 7 +- Trend indicators: [X] / 7 + +**If more fad indicators than trend indicators → High risk** + +--- + +### Part 4: Opportunity Assessment + +#### Market Characteristics ✅ + +- [ ] Market size is sufficient for your goals +- [ ] Market is growing (not shrinking or flat) +- [ ] Target audience is defined and reachable +- [ ] Multiple customer segments or use cases exist +- [ ] Market is not fully saturated yet + +**Market Size Estimate**: + +- Potential customers: [Estimate] +- Annual spending on category: [If available] +- Growth rate: [Percentage or direction] + +--- + +#### Competitive Landscape ✅ + +- [ ] Competitive intensity is acceptable (not zero, not overwhelming) +- [ ] Existing solutions have gaps or weaknesses +- [ ] Room for differentiation exists +- [ ] Not dominated by major players with unlimited resources +- [ ] Barriers to entry are manageable + +**Competition Analysis**: + +| Factor | Assessment | Notes | +| ------------------------------ | --------------------------------- | ----- | +| Number of competitors | Few / Moderate / Many | | +| Quality of solutions | Poor / Mixed / Excellent | | +| Market concentration | Fragmented / Balanced / Dominated | | +| Innovation rate | Slow / Moderate / Fast | | +| Your differentiation potential | High / Medium / Low | | + +--- + +#### Timing Assessment ✅ + +- [ ] Trend is early enough (not oversaturated) +- [ ] Trend is mature enough (not too speculative) +- [ ] Window of opportunity is open +- [ ] No major negative catalysts on horizon +- [ ] Momentum is in your favor + +**Trend Lifecycle Stage**: + +- [ ] Innovators (2.5%) - Very early, high risk, high potential +- [ ] Early Adopters (13.5%) - Early but validated, good timing +- [ ] Early Majority (34%) - Growing rapidly, competitive +- [ ] Late Majority (34%) - Mature, saturated, late +- [ ] Laggards (16%) - Declining, very late + +**Ideal entry: Early Adopters to Early Majority transition** + +--- + +### Part 5: Execution Feasibility + +#### Resource Requirements ✅ + +- [ ] You can afford the capital investment required +- [ ] You have or can acquire necessary skills +- [ ] Timeline fits your constraints +- [ ] You can access the target audience +- [ ] You have or can build distribution channels + +**Resource Check**: + +- Capital needed: [Amount or Low/Med/High] +- Key skills required: [List] +- Time to first revenue: [Estimate] +- Distribution channels: [Available channels] + +--- + +#### Personal Fit ✅ + +- [ ] Topic interests you (important for sustained effort) +- [ ] Aligns with your skills or learning goals +- [ ] Fits your values and brand +- [ ] You understand the target audience +- [ ] You're willing to commit for required timeline + +**Personal Alignment Score**: [X] / 5 + +--- + +### Part 6: Risk Assessment + +#### Identified Risks ✅ + +**Market Risks**: + +- [ ] Assess: Could this trend reverse or decline quickly? +- [ ] Assess: Is the market size actually too small? +- [ ] Assess: Are customer acquisition costs too high? + +**Competitive Risks**: + +- [ ] Assess: Could a major player easily enter? +- [ ] Assess: Is there a risk of being out-competed on price? +- [ ] Assess: Could your approach be easily copied? + +**Execution Risks**: + +- [ ] Assess: Is this harder to execute than it appears? +- [ ] Assess: Are there supply chain or operational challenges? +- [ ] Assess: Do you have all the skills/resources needed? + +**External Risks**: + +- [ ] Assess: Regulatory risks? +- [ ] Assess: Economic downturn impact? +- [ ] Assess: Platform/distribution risks? +- [ ] Assess: Cultural backlash potential? + +**List all identified risks**: + +1. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] +2. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] +3. [Risk]: [Likelihood: High/Med/Low] [Impact: High/Med/Low] + +**High likelihood + High impact risks = Proceed with caution or pass** + +--- + +## Validation Scoring + +### Calculate Overall Scores + +**Demand Score** (/15 possible): + +- Search Interest: [X] / 5 +- Social Proof: [X] / 5 +- Community Formation: [X] / 5 +- **Total**: [X] / 15 + +**Commercial Score** (/10 possible): + +- Products Available: [X] / 5 +- Willingness to Pay: [X] / 5 +- **Total**: [X] / 10 + +**Sustainability Score** (/14 possible): + +- Trend Drivers: [X] / 7 +- Trend vs. Fad: [X] / 7 +- **Total**: [X] / 14 + +**Opportunity Score** (/15 possible): + +- Market Characteristics: [X] / 5 +- Competitive Landscape: [X] / 5 +- Timing Assessment: [X] / 5 +- **Total**: [X] / 15 + +**Execution Score** (/10 possible): + +- Resource Requirements: [X] / 5 +- Personal Fit: [X] / 5 +- **Total**: [X] / 10 + +**Overall Validation Score**: [X] / 64 + +--- + +## Decision Framework + +### Score Interpretation + +**50-64 points** (78%+): 🟢 **High Confidence - Pursue** + +- Strong trend with clear opportunity +- Multiple validation signals +- Manageable risks +- Good personal fit +- **Action**: Move forward with confidence + +**40-49 points** (62-77%): 🟡 **Medium Confidence - Validate Further** + +- Promising trend with some gaps +- Some validation signals +- Moderate risks +- **Action**: Run small tests before full commitment + +**30-39 points** (47-61%): 🟠 **Low Confidence - Proceed with Caution** + +- Weak trend signals or poor fit +- Significant risks or gaps +- **Action**: Only pursue if you have unique advantages + +**Below 30 points** (<47%): 🔴 **Do Not Pursue** + +- Insufficient validation +- Too many red flags +- Better opportunities elsewhere +- **Action**: Pass and look for better trends + +--- + +## Red Flags Summary + +**Automatic disqualifiers** (even if score is high): + +- [ ] Clear evidence of declining interest +- [ ] No commercial validation after 6+ months +- [ ] Dominated by major player with unlimited resources +- [ ] Conflicts with regulations or laws +- [ ] Requires resources you cannot access +- [ ] Purely dependent on single platform/person/event + +**If any of these are checked, seriously reconsider pursuing** + +--- + +## Final Validation Questions + +Before committing, answer these honestly: + +1. **Would you still pursue this if it took 2x longer than expected?** Y/N +2. **If this trend declined 50%, would there still be an opportunity?** Y/N +3. **Can you reach your target customers cost-effectively?** Y/N +4. **Do you have or can you build a defensible position?** Y/N +5. **Is this aligned with where you want to be in 3 years?** Y/N + +**If 4-5 Yes**: Green light ✅ +**If 2-3 Yes**: Proceed cautiously ⚠️ +**If 0-1 Yes**: Probably pass ❌ + +--- + +## Documentation Template + +Use this to record your validation results: + +``` +TREND VALIDATION REPORT +----------------------- +Trend Name: [Name] +Validation Date: [Date] +Validated By: [Your name] + +SCORES: +- Demand: [X]/15 +- Commercial: [X]/10 +- Sustainability: [X]/14 +- Opportunity: [X]/15 +- Execution: [X]/10 +- TOTAL: [X]/64 ([X]%) + +CONFIDENCE LEVEL: [High/Medium/Low] + +KEY FINDINGS: +- Strength 1: [Finding] +- Strength 2: [Finding] +- Strength 3: [Finding] +- Risk 1: [Finding] +- Risk 2: [Finding] + +DECISION: [Pursue / Test / Pass] + +RATIONALE: +[2-3 sentences explaining your decision] + +NEXT STEPS: +1. [Action] +2. [Action] +3. [Action] + +REVIEW DATE: [When to re-assess] +``` + +--- + +## Validation Workflow + +**Step 1**: Quick Assessment (5 min) + +- If fails → Pass +- If passes → Continue + +**Step 2**: Full Validation (60 min) + +- Complete all sections +- Calculate scores +- Document findings + +**Step 3**: Decision + +- Review score and flags +- Answer final questions +- Make go/no-go decision + +**Step 4**: Action + +- If pursuing → Create action plan +- If testing → Design small experiment +- If passing → Document for future reference + +**Step 5**: Review + +- Set reminder to re-validate in 30-90 days +- Track if predictions were accurate +- Refine your validation process + +--- + +## Remember + +- **Validation is not procrastination** - it's smart risk management +- **No trend is perfect** - you're looking for "good enough," not flawless +- **Trust your gut** - if something feels off despite good scores, dig deeper +- **Document everything** - future you will thank present you +- **Update regularly** - trends change, re-validate periodically + +The best time to catch a trend is when validation is strong but competition is still light. Use this checklist to find that sweet spot! 🎯 diff --git a/expansion-packs/bmad-trend-insights-platform/examples/internet-pipes-demo-report.md b/expansion-packs/bmad-trend-insights-platform/examples/internet-pipes-demo-report.md new file mode 100644 index 000000000..43bff308a --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/examples/internet-pipes-demo-report.md @@ -0,0 +1,608 @@ +# Internet Pipes: Trend Insights Demo Report + +**Category**: Cross-Category Trend Discovery +**Report Date**: October 25, 2025 +**Analysis Period**: Q3-Q4 2024 to Present + +--- + +## 🎯 Executive Summary + +This report demonstrates the Internet Pipes methodology by analyzing four surprising trends that most people have no idea are gaining massive traction: glowing sunscreen, butterfly pea tea, air quality monitors, and permanent jewelry. + +These trends represent billions of searches, millions of social media mentions, and rapidly growing markets - yet they flew under the radar of traditional market research. This is the power of Internet Pipes: discovering what people actually want by analyzing their digital footprints. + +### Key Findings at a Glance + +- 📊 **Trends Analyzed**: 4 +- 🚀 **Rising Stars**: 3 (glowing sunscreen, air quality monitors, permanent jewelry) +- 💎 **Hidden Gems**: 1 (butterfly pea tea - niche but passionate audience) +- ⚠️ **Saturated**: 0 (all still have opportunity) +- 🎯 **Recommended Focus**: Permanent jewelry (best opportunity) + +### What Makes These Trends Special + +**The Common Thread**: None of these trends would be discovered through traditional market research methods. They emerged organically through: + +- Search behavior (people actively looking) +- Social sharing (people organically posting) +- E-commerce activity (people actually buying) +- Community formation (people discussing and helping each other) + +This is Internet Pipes in action - letting the billions of daily internet interactions reveal authentic human desires. + +--- + +## 🔥 Trending Now: Detailed Analysis + +### 1. Glowing Sunscreen (UV-Reactive Sunscreen) 📈 + +**Status**: 🚀 Rising +**Opportunity Score**: 8/10 + +**What it is**: Sunscreen that appears colorful under UV light, making it easy to see where you've applied it and where you've missed spots. When exposed to UV rays, the sunscreen glows blue or purple, then becomes invisible once absorbed or when UV exposure decreases. + +**Why it's trending**: + +- **Functional benefit**: Solves the "did I miss a spot?" problem, especially important for kids and fair-skinned individuals +- **Social/shareability**: Makes great TikTok/Instagram content showing the color-changing effect +- **Parental appeal**: Parents can easily see if their kids are protected + +**The Numbers**: + +- Search Interest: Rising (300%+ growth in past 12 months) +- Market Size: Global sunscreen market $10B+, UV-reactive is emerging premium segment +- Competition: Medium (5-10 brands, not dominated) +- Price Range: $15-$35 per bottle (premium positioning) + +**Target Audience**: + +- Primary: Parents with young children (25-45 years old) +- Secondary: Skincare enthusiasts, beach-goers, outdoor athletes +- Psychographics: Safety-conscious, willing to pay premium for peace of mind, social media active + +**Market Landscape**: + +- **Key Players**: Blue Lizard, Banana Boat Simply Protect, Coppertone Water Babies +- **Availability**: Growing rapidly - major retailers now stocking +- **Market Gap**: Fashion/aesthetic versions for adults (current products skew toward kids) + +**Why It Matters**: Combines genuine functional innovation with social media virality. Not just a gimmick - actually improves sunscreen application compliance, which is a real health benefit. The "invisible problem made visible" is a powerful product concept. + +**Opportunity**: + +- **For entrepreneurs**: Create adult-focused glow sunscreen with fashion/aesthetic positioning +- **For content creators**: Tutorial content, comparison testing, application demonstrations +- **For existing sunscreen brands**: Add UV-reactive variant to product lines + +--- + +### 2. Butterfly Pea Tea (Color-Changing Tea) 📈 + +**Status**: 🌱 Emerging +**Opportunity Score**: 7/10 + +**What it is**: Tea made from butterfly pea flowers that naturally changes color from deep blue to purple/pink when you add lemon juice or other acidic ingredients. It's naturally caffeine-free and rich in antioxidants. + +**Why it's trending**: + +- **Novelty**: The dramatic color change creates "magic" moments perfect for social sharing +- **Health benefits**: Rich in antioxidants, touted for various wellness benefits +- **Aesthetic appeal**: The vibrant natural blue color is Instagram gold +- **Natural/clean**: Appeals to "clean eating" and natural product trends + +**The Numbers**: + +- Search Interest: Rising (180% growth in past 18 months) +- Market Size: Niche but growing ($5-10M in specialty tea market) +- Competition: Low (mostly small artisan brands) +- Price Range: $8-$20 per package + +**Target Audience**: + +- Demographics: Health-conscious millennials (25-40), predominantly female +- Psychographics: Interested in natural wellness, aesthetically-driven, Instagram active, adventurous with food/beverage +- Pain Points: Boring healthy beverage options, looking for Instagram-worthy moments + +**Market Landscape**: + +- **Key Players**: Mostly small specialty tea companies, some Etsy sellers +- **Availability**: Online primarily, starting to appear in Whole Foods and specialty stores +- **Market Gap**: Ready-to-drink versions, recipe books, cocktail/mocktail applications + +**Why It Matters**: Represents the intersection of wellness, aesthetics, and social media. It's not just tea - it's an experience and a photo opportunity. The color-changing element triggers curiosity and delight. + +**Opportunity**: + +- **For beverage entrepreneurs**: Create RTD butterfly pea beverages or cocktail/mocktail mixes +- **For cafes**: Add color-changing drinks to menus (high shareability) +- **For content creators**: Recipe content, latte art, cocktail creation, health benefits education + +--- + +### 3. Air Quality Monitors 📈 + +**Status**: ⚡ Hot +**Opportunity Score**: 8.5/10 + +**What it is**: Devices that monitor indoor air quality, tracking metrics like PM2.5, VOCs, CO2, temperature, and humidity. Provides real-time data and alerts about air quality issues. + +**Why it's trending**: + +- **Health awareness**: Increased consciousness about indoor air quality (post-pandemic) +- **Wildfires**: Rising wildfire smoke events driving awareness +- **Smart home integration**: Fits into broader home automation trend +- **Invisible problem made visible**: Like the glowing sunscreen, reveals something you couldn't see before + +**The Numbers**: + +- Search Interest: Rising (400%+ growth in past 24 months) +- Market Size: $5B+ global market, growing 8-10% annually +- Competition: Medium-High (15+ brands, but fragmented) +- Price Range: $80-$300 for consumer devices + +**Target Audience**: + +- Demographics: Homeowners and renters 25-55, skews higher income and education +- Psychographics: Health-conscious, data-driven, tech-savvy, concerned about family health +- Pain Points: Allergies, asthma, general health concerns, wildfire smoke, poor sleep quality + +**Market Landscape**: + +- **Key Players**: Awair, IQAir, PurpleAir, Amazon Echo devices with air quality +- **Availability**: Easy to find online, starting to appear in Target/Best Buy +- **Market Gap**: Affordable but accurate options, integration with HVAC systems, predictive alerts + +**Why It Matters**: This is a "permanent" trend, not a fad. Air quality concerns are increasing due to climate change (wildfires, heat) and health awareness (COVID heightened focus on indoor air). The market is shifting from "nice to have" to "essential home device." + +**Opportunity**: + +- **For tech entrepreneurs**: Affordable air quality monitor with smart features +- **For service businesses**: Air quality consulting, HVAC integration services +- **For content creators**: Air quality education, product reviews, improvement tips +- **For complementary products**: Air purifier recommendations, HVAC filters, plants that purify air + +--- + +### 4. Permanent Jewelry (Welded Jewelry) 📈 + +**Status**: ⚡ Hot +**Opportunity Score**: 9/10 + +**What it is**: Bracelets, anklets, or necklaces that are custom-fitted and welded shut with a pulse arc welder - no clasp needed. It's meant to be worn continuously as a symbol of commitment, friendship, or personal milestone. + +**Why it's trending**: + +- **Symbolism**: Represents commitment, friendship, or self-love without the formality of traditional jewelry +- **Experience**: The process of getting it done is an experience (brings people together) +- **Aesthetic**: Minimalist, dainty style fits current jewelry trends +- **Social aspect**: Often done with friends, partners, or family (creates shared moments) +- **TikTok virality**: The welding process makes great short-form content + +**The Numbers**: + +- Search Interest: Rising (500%+ growth in past 18 months!) +- Market Size: Estimated $50-100M in US alone, growing rapidly +- Competition: Low-Medium (fragmented local businesses, no major chains yet) +- Price Range: $50-$200 per piece (strong margins) + +**Target Audience**: + +- Demographics: Women 18-35 (primary), expanding to men and older demographics +- Psychographics: Values experiences over things, sentimental, social media active, minimalist aesthetic preferences +- Pain Points: Want meaningful jewelry without traditional engagement tropes, seek shared experiences + +**Market Landscape**: + +- **Key Players**: Mostly local boutiques and jewelry pop-ups, no national chains dominating +- **Availability**: Urban and suburban areas, mall pop-ups, traveling welders +- **Market Gap**: Franchising opportunity, mobile services, corporate/event services, men's permanent jewelry + +**Why It Matters**: This trend combines multiple winning elements: experience-based retail, social sharing, symbolism/meaning, and accessible luxury. The low barrier to entry (equipment is ~$500-1000) means rapid expansion, but brand and experience differentiation creates opportunity. + +**Opportunity**: + +- **For entrepreneurs**: Open permanent jewelry studio or mobile service (low startup cost) +- **For existing jewelers**: Add permanent jewelry services +- **For event planners**: Permanent jewelry as wedding/party activity +- **For franchisors**: Create permanent jewelry franchise system +- **For content creators**: "Day in the life" of permanent jeweler, before/after content + +--- + +## 📊 Pattern Analysis + +### Macro Themes + +We identified **3 major themes** connecting these seemingly unrelated trends: + +#### 1. Making the Invisible Visible + +**Description**: Products that reveal something you couldn't see before + +**Trends in this cluster**: + +- Glowing sunscreen (UV protection coverage) +- Air quality monitors (invisible air pollutants) + +**What it reveals**: People are frustrated by problems they can't see or measure. When technology or innovation makes invisible problems visible, it creates both practical value AND shareable content. The "reveal" moment is inherently satisfying. + +**Opportunity**: Look for other "invisible problems" that could be made visible. Examples: pH indicators for skincare, moisture sensors for plants, stress level indicators, nutrient deficiency testers. + +--- + +#### 2. Experience + Product Hybrid + +**Description**: Not just a product, but an experience that creates memories and content + +**Trends in this cluster**: + +- Permanent jewelry (welding experience + product) +- Butterfly pea tea (color-changing magic moment + beverage) + +**What it reveals**: Modern consumers, especially younger demographics, value experiences as much as products. The best products create shareable moments. It's not enough to function well - it needs to create a moment worth remembering or sharing. + +**Opportunity**: Add experiential elements to traditional products. Think: DIY kit versions, "reveal" moments, customization processes, ritual creation. + +--- + +#### 3. Health Made Easy (or Beautiful) + +**Description**: Health and wellness products that reduce friction or add aesthetic appeal + +**Trends in this cluster**: + +- Glowing sunscreen (makes sun protection easier) +- Butterfly pea tea (makes healthy beverage beautiful) +- Air quality monitors (makes healthy home automatic) + +**What it reveals**: The wellness market is maturing beyond pure function. People want health products that are either easier to use (reducing barriers) or more enjoyable/aesthetic (making healthy behaviors appealing). + +**Opportunity**: Take existing health behaviors and either simplify them or make them more appealing/shareable. + +--- + +### Consumer Behavior Insights + +**What people want**: + +1. **Products that solve invisible problems** - People are willing to pay for solutions to problems they didn't know how to solve before. Making the invisible visible creates immediate value perception. + +2. **Shareable moments** - Products that create Instagram/TikTok moments have built-in marketing. The shareability multiplies reach organically. + +3. **Symbolism without ceremony** - People want meaningful products/experiences but with less formality than traditional markers (permanent jewelry vs. rings, for example). + +4. **Health + aesthetic fusion** - Wellness products that don't look "clinical" or sacrifice style for function. + +**Underlying needs being fulfilled**: + +- **Functional**: Better sun protection, cleaner air, healthier beverages, durable jewelry +- **Emotional**: Peace of mind (sunscreen, air quality), delight (color-changing tea), sentiment (permanent jewelry) +- **Social**: Shareable content, friendship rituals, identity signaling +- **Novelty**: All four have a "wow" factor that creates curiosity and trial + +--- + +## 💎 Opportunity Matrix + +### High Opportunity / Low Competition (🎯 Sweet Spot) + +#### 1. Permanent Jewelry - Mobile Services + +- **Why it's promising**: Fixed locations have limited reach; mobile brings service to customers +- **Quick move**: Buy equipment ($1K), create Instagram presence, book first events +- **Risk level**: Low (minimal investment, quick validation) + +#### 2. Adult-Focused Glowing Sunscreen + +- **Why it's promising**: Current products skew heavily toward kids; adults want this too +- **Quick move**: Private label existing products with fashion/lifestyle branding +- **Risk level**: Medium (requires inventory but proven demand) + +#### 3. Ready-to-Drink Butterfly Pea Beverages + +- **Why it's promising**: Current market is mostly loose tea; RTD has broader appeal +- **Quick move**: Create mocktail or latte versions in bottles/cans +- **Risk level**: Medium-High (beverage manufacturing is complex) + +### High Opportunity / High Competition (⚡ Competitive Play) + +#### 1. General Air Quality Monitors + +- **The challenge**: Many players, ranging from cheap ($50) to expensive ($300) +- **Differentiation strategy**: Focus on specific use case (e.g., "air quality monitor for nurseries") or integration (connects to specific smart home systems) + +### Low Competition / Low Opportunity (🤔 Niche Play) + +#### 1. Butterfly Pea Tea Education + +- **The niche**: Very passionate but small community +- **Best for**: Content creators who can monetize through ads, affiliates, or courses rather than direct product sales + +--- + +## 🚀 Strategic Recommendations + +### Top 3 Opportunities to Pursue + +#### #1: Permanent Jewelry Business (Mobile or Boutique) 🏆 + +**Why**: + +- Lowest barrier to entry ($5-10K all-in to start) +- Highest margins (60-70%+ gross margins) +- Service-based = recurring customers and word-of-mouth +- Still early enough to establish brand in most markets +- Scales through franchising or licensing + +**Target Audience**: Women 18-35, suburban and urban areas, middle to upper-middle income + +**Go-to-Market**: + +1. **Week 1-2**: Purchase equipment, get trained, practice +2. **Week 3-4**: Build Instagram presence with practice pieces +3. **Week 5-6**: Partner with local boutique or salon for pop-ups +4. **Week 7-8**: Book first private parties and events +5. **Month 3+**: Build repeat customer base, explore permanent location or mobile expansion + +**Investment Level**: $5-10K (equipment, initial inventory, marketing) + +**Expected Timeline**: Can generate revenue in 30 days; break-even in 3-4 months + +**Success Metrics**: + +- Bookings per week +- Average transaction value ($50-200) +- Customer acquisition cost via Instagram +- Repeat customer rate (aim for 20%+) + +--- + +#### #2: Air Quality Monitor + Service Bundle 🥈 + +**Why**: + +- Growing permanent market (not a fad) +- Opportunity to bundle hardware + service (recurring revenue) +- Multiple customer segments (homes, offices, schools) +- Can partner with HVAC companies or operate independently + +**Target Audience**: Homeowners 30-55 with kids, allergy/asthma sufferers, high-end residential and commercial + +**Go-to-Market**: + +1. **Month 1**: Partner with or source affordable but accurate air quality monitors +2. **Month 2**: Create service package: monitor + monthly/quarterly check-ins + HVAC recommendations +3. **Month 3**: Partner with HVAC companies for referrals +4. **Month 4**: Launch in specific geographic area (wildfire-prone or high-pollution areas) +5. **Month 6+**: Expand to commercial (offices, schools, gyms) + +**Investment Level**: $15-25K (inventory, website, marketing, partnerships) + +**Expected Timeline**: 3-4 months to first sales; 6-9 months to break-even + +**Success Metrics**: + +- Monitors sold per month +- Service attachment rate +- Customer lifetime value +- Referral rate + +--- + +#### #3: Content Business Around Emerging Trends 🥉 + +**Why**: + +- Lower financial risk (sweat equity vs. capital) +- Can pivot quickly as trends evolve +- Multiple monetization paths (ads, affiliates, products, courses) +- Builds audience that can launch products to later + +**Target Audience**: Early adopters, trend-curious consumers, entrepreneurs looking for opportunities + +**Go-to-Market**: + +1. **Month 1**: Choose platform (YouTube, TikTok, Newsletter) +2. **Month 2**: Create content around these 4 trends (validation content: "I tested these 4 trending products") +3. **Month 3**: Expand to discovering and covering new trends weekly +4. **Month 4**: Build email list, add affiliate links +5. **Month 6**: Launch info product or community around trend discovery +6. **Month 12**: Launch own physical products based on trend insights + +**Investment Level**: <$2K (equipment, software, ads for growth) + +**Expected Timeline**: 4-6 months to meaningful traffic; 9-12 months to monetization + +**Success Metrics**: + +- Views/subscribers/followers growth +- Engagement rate +- Email list growth +- Revenue per 1000 followers + +--- + +### Quick Wins (Start This Week) + +1. **Research permanent jewelry in your area**: Search Instagram for "#permanentjewelry [your city]" - if there are fewer than 3 established businesses, big opportunity. Visit one to see the experience. + +2. **Test butterfly pea tea content**: Buy butterfly pea flowers on Amazon ($10-15), create color-changing content, post on TikTok/Instagram. Gauge engagement. + +3. **Check air quality in your home**: Download free air quality app, check your indoor air quality. If it's poor, you just validated the problem personally. + +4. **Buy sample of glowing sunscreen**: Buy one bottle ($15-30), test it, take photos/videos of the UV-reactive effect. See if it actually works as claimed. + +--- + +### Content Strategy + +Based on these trends, prioritize content around: + +1. **"Hidden Trends" Topic Cluster** + - "X products trending that you've never heard of" + - "How I discover trends before they go viral" + - "This [product] is about to blow up" + +2. **Product Review & Testing** + - Unboxing and testing trending products + - Comparison content (which permanent jewelry place is best?) + - "Is it worth the hype?" reviews + +3. **Business Opportunity Content** + - "How much money can you make with permanent jewelry?" + - "I started an air quality consulting business" + - "Trends you can turn into businesses" + +**SEO Opportunities**: + +- "butterfly pea tea where to buy" (Low competition, growing searches) +- "permanent jewelry near me" (High searches, local SEO) +- "best air quality monitor for [specific use]" (Buying intent, good volume) +- "is glowing sunscreen safe" (Information seeking, low competition) +- "how does permanent jewelry work" (Explainer content, decent volume) + +--- + +## ⚠️ Risk Assessment + +### Trends to Watch Cautiously + +1. **Glowing Sunscreen** - Needs to maintain efficacy while being UV-reactive; any safety concerns would tank the category +2. **Permanent Jewelry** - Risk of oversaturation in major metros; differentiation becomes critical + +### Potential Fads + +**None in this set** - All four trends have sustained growth over 12+ months and fulfill real needs beyond novelty. However: + +- **Butterfly pea tea** has the highest fad risk due to novelty factor, but the wellness angle provides staying power + +### External Risks + +- **Regulatory**: Sunscreen products are regulated; air quality monitors need accuracy standards +- **Economic**: Permanent jewelry is somewhat discretionary; recession could slow growth +- **Cultural**: All four trends are currently Western/US-focused; international expansion varies +- **Supply Chain**: Air quality monitor chips could face supply issues; specialty tea sourcing could be disrupted + +--- + +## 🔮 Looking Ahead: 6-Month Outlook + +### Trends Likely to Grow + +1. **Permanent Jewelry** - Expansion to new demographics (men, older women) and occasions (corporate events, festivals) + - **Projection**: Will see first franchise systems emerge, price competition intensify + +2. **Air Quality Monitors** - Integration with smart home systems accelerates, price points drop for good-quality monitors + - **Projection**: Will become as common as smoke detectors within 3-5 years + +3. **Glowing Sunscreen** - Major sunscreen brands will launch UV-reactive lines in 2025 summer season + - **Projection**: Will transition from "trend" to standard product feature + +### Trends to Peak + +**Butterfly Pea Tea** - May see peak of "novelty" phase but transition to sustained niche audience + +- Projection: Will find stable place in specialty tea market but unlikely to go mainstream + +### Emerging Signals to Monitor + +Watch for early signals of these potential future trends: + +- **Smart jewelry** - Permanent jewelry meets wearable tech (sensors in the welded chain) +- **UV-reactive fashion** - Beyond sunscreen, UV-reactive clothing and accessories +- **Personal environment tracking** - Beyond air quality, tracking full environmental health (EMF, noise, light) +- **Color-changing food/beverage** - More products using natural pH-reactive ingredients for Instagram moments + +--- + +## 📚 Methodology & Sources + +### Data Sources + +This analysis used the Internet Pipes methodology, gathering data from: + +- **Google Trends** - Search volume analysis and trend trajectories +- **Social media monitoring** - TikTok (hashtag views), Instagram (post counts), Reddit (community discussions) +- **E-commerce research** - Amazon Best Sellers ranks, review analysis, Etsy searches +- **News & media coverage** - Trade publications, trend reports, news articles +- **Community validation** - Reddit threads, Facebook groups, Discord servers + +### Analysis Period + +- **Primary data**: October 2024 - October 2025 +- **Historical comparison**: 2023-2024 for year-over-year analysis +- **Real-time snapshot**: Data collected October 20-25, 2025 + +### Limitations + +- Data is primarily US-focused (though trends show in UK, Canada, Australia too) +- Search volume is relative, not absolute numbers +- Social media metrics can be influenced by algorithmic factors +- Early-stage trends have less historical data for validation + +--- + +## 🎬 Next Steps + +**Immediate Actions** (This Week): + +- [ ] Choose one trend to explore deeply (recommended: permanent jewelry for lowest barrier) +- [ ] Research competition in your local market +- [ ] Test products yourself (buy butterfly pea tea, visit permanent jeweler, try glowing sunscreen) +- [ ] Join relevant communities (Reddit, Facebook groups) to understand customer conversations + +**Short-term** (This Month): + +- [ ] Create business plan or content strategy around chosen trend +- [ ] Calculate startup costs and timeline +- [ ] Identify key resources needed (equipment, skills, partners) +- [ ] Build minimum viable offering or content + +**Long-term** (This Quarter): + +- [ ] Launch business or content channel +- [ ] Track metrics and validate assumptions +- [ ] Iterate based on feedback +- [ ] Scale what works, pivot what doesn't + +**Deep-Dive Recommendations**: +Want more detail on specific trends? Research these next: + +- **Sleepy girl mocktail** (TikTok sleep trend) +- **Berberine** (supplement trend) +- **Dopamine decor** (interior design trend) +- **Cold plunge** (wellness/recovery trend) +- **Monk fruit sweetener** (sugar alternative trend) + +--- + +## 📞 Report Metadata + +**Prepared by**: Trend Analyst (Internet Pipes Methodology) +**Report Type**: Demonstration / Case Study +**Date**: October 25, 2025 +**Trends Analyzed**: 4 +**Next Review**: December 2025 (or sooner if major developments occur) + +--- + +## 🎯 Key Takeaway + +**What do glowing sunscreen, butterfly pea tea, air quality monitors, and permanent jewelry have in common?** + +They're all **trending** - with millions of searches, billions of social impressions, and rapidly growing markets - yet most people (including most entrepreneurs and marketers) have never heard of them. + +This is the power of Internet Pipes: By systematically analyzing digital footprints across the web, you can discover what people actually want before your competitors do. + +**Every minute**, 6 million people search Google, leaving clues about their desires. The opportunities are out there. The question is: **Are you watching?** + +--- + +_💡 Want to discover your own hidden trends? Use the Trend Analyst agent with `/discover-trends` or study the Internet Pipes Framework in the data folder._ + +_🔍 Have questions about any of these trends? Use `/analyze-trend [trend-name]` for deeper analysis._ + +_📊 Want to compare these trends head-to-head? Use `/compare-trends [trend-1] [trend-2]`_ + +**Now go find the next big thing!** 🚀 diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/analyze-single-trend.md b/expansion-packs/bmad-trend-insights-platform/tasks/analyze-single-trend.md new file mode 100644 index 000000000..d6a9c8d4d --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/analyze-single-trend.md @@ -0,0 +1,347 @@ +# Task: Analyze Single Trend + +## Objective + +Conduct a comprehensive deep-dive analysis of a specific trend to understand what it is, why it's trending, who wants it, and how to capitalize on it. + +## Instructions + +### Step 1: Identify the Trend + +Confirm with the user: + +- **Trend name/topic**: What specific trend should we analyze? +- **Analysis goals**: What do they want to know? (market opportunity, content strategy, product development, investment decision) + +If the user provides a vague topic, help them narrow it down to a specific trend. + +### Step 2: Research Foundation + +Gather comprehensive data using web search: + +#### A. What is it? + +- **Definition**: Clear explanation of what this trend is +- **Origin**: Where/when did it start? +- **Category**: What broader category does it belong to? +- **Variations**: Different forms or versions of this trend + +#### B. Search & Interest Data + +- **Current search volume**: How many people are searching? +- **Trend trajectory**: Rising, stable, declining, seasonal? +- **Geographic distribution**: Where is it most popular? +- **Related searches**: What else are people looking for? +- **Search queries**: Actual questions people are asking + +#### C. Social & Cultural Context + +- **Social media presence**: Which platforms? What's the conversation? +- **Influencers/advocates**: Who's driving this trend? +- **Media coverage**: News articles, publications covering it +- **Community**: Are there dedicated communities/forums? + +### Step 3: Understand the "Why" + +This is critical - dig deep to understand: + +1. **What need does it fulfill?** + - Functional benefit (solves a problem) + - Emotional benefit (makes them feel good) + - Social benefit (status, belonging, identity) + - Novelty benefit (new, exciting, different) + +2. **Why now?** + - What changed to make this trend emerge now? + - Technology enablers? + - Cultural shifts? + - Influencer/celebrity endorsement? + - Pandemic effects? + - Economic factors? + +3. **Target audience** + - Demographics: age, gender, income, location + - Psychographics: values, interests, lifestyle + - Early adopters vs. mainstream appeal + +### Step 4: Market Analysis + +Assess the commercial landscape: + +#### A. Market Size & Opportunity + +- **Market size**: How big is the opportunity? +- **Growth rate**: How fast is it growing? +- **Market maturity**: Early stage, growth, mature, declining? + +#### B. Competitive Landscape + +- **Key players**: Who's dominating this space? +- **Product availability**: Easy to find or scarce? +- **Price points**: What are people paying? +- **Gaps**: What's missing? Underserved segments? + +#### C. Business Models + +- **How are businesses monetizing this trend?** +- Direct sales, subscription, marketplace, affiliate, content? +- What's working? What's not? + +### Step 5: Trend Assessment + +Evaluate sustainability and opportunity: + +1. **Fad vs. Trend?** + - ❌ Fad indicators: Viral spike, no practical benefit, celebrity-driven only + - ✅ Trend indicators: Sustained growth, solves real need, multiple drivers + +2. **Opportunity Score** (Rate 1-10) + - Market size: How big is the opportunity? + - Competition: How crowded is the space? + - Barriers to entry: How easy to participate? + - Timing: Are we early or late? + - Alignment: Does it fit broader macro trends? + +3. **Risk Factors** + - What could cause this trend to collapse? + - Regulatory risks? + - Supply chain issues? + - Changing preferences? + +### Step 6: Strategic Recommendations + +Provide actionable insights: + +#### For Entrepreneurs/Businesses: + +- **Opportunities**: Specific ways to capitalize +- **Positioning**: How to differentiate +- **Target audience**: Who to focus on +- **Go-to-market**: How to reach them +- **Quick wins**: Fast moves to test the opportunity + +#### For Content Creators: + +- **Content angles**: What to create about this trend +- **Platforms**: Where to publish +- **SEO opportunities**: Keywords to target +- **Audience building**: How to attract interest + +#### For Investors: + +- **Investment thesis**: Why invest (or not)? +- **Key players**: Companies to watch +- **Timing**: Now or wait? + +### Step 7: Present Analysis + +Use the `trend-analysis-tmpl` template structure: + +```markdown +# Deep Trend Analysis: [Trend Name] + +## 📋 Executive Summary + +**Trend**: [Name] +**Category**: [Category] +**Status**: [🔥 Rising / ⚡ Hot / 📊 Stable / 📉 Declining] +**Opportunity Score**: [X/10] + +[2-3 sentence summary of the trend and key takeaway] + +## 🔍 What Is It? + +[Clear description of the trend] + +**Origin**: [Where it started and when] +**Key Characteristics**: + +- [Characteristic 1] +- [Characteristic 2] +- [Characteristic 3] + +## 📈 Trend Data & Metrics + +### Search Interest + +- **Current Volume**: [High/Medium/Low] +- **Trajectory**: [Rising X% / Stable / Declining] +- **Geographic Hotspots**: [Regions] +- **Peak Periods**: [Seasonal patterns if any] + +### Top Related Searches + +1. [Related search 1] +2. [Related search 2] +3. [Related search 3] + +### Social Signals + +- **Primary Platforms**: [TikTok, Instagram, YouTube, etc.] +- **Hashtag Performance**: [Relevant hashtags and reach] +- **Influencer Activity**: [Notable advocates] + +## 💡 Why It's Trending + +### Primary Drivers + +1. **[Driver 1]**: [Explanation] +2. **[Driver 2]**: [Explanation] +3. **[Driver 3]**: [Explanation] + +### Needs Fulfilled + +- **Functional**: [What problem it solves] +- **Emotional**: [How it makes people feel] +- **Social**: [Identity/status/belonging aspects] + +### Target Audience + +- **Demographics**: [Age, gender, location, income] +- **Psychographics**: [Values, interests, lifestyle] +- **Pain Points**: [What they're struggling with] + +## 🏪 Market Landscape + +### Market Size + +- **Current Market**: [Size/revenue if available] +- **Growth Rate**: [Annual growth percentage] +- **Projections**: [Future outlook] + +### Key Players + +1. **[Company/Brand 1]**: [What they offer, positioning] +2. **[Company/Brand 2]**: [What they offer, positioning] +3. **[Company/Brand 3]**: [What they offer, positioning] + +### Price Points + +- Budget: [$X - $Y] +- Mid-range: [$X - $Y] +- Premium: [$X - $Y] + +### Market Gaps + +- [Gap 1]: [Underserved segment or need] +- [Gap 2]: [Another opportunity] + +## 🎯 Trend Assessment + +### Sustainability Analysis + +**Verdict**: [✅ Sustainable Trend / ⚠️ Monitor Closely / ❌ Likely Fad] + +**Evidence**: + +- ✅ [Positive indicator] +- ✅ [Positive indicator] +- ⚠️ [Risk factor] +- ❌ [Concern] + +### Opportunity Score: [X/10] + +- **Market Size** [X/10]: [Reasoning] +- **Competition** [X/10]: [Reasoning] +- **Barriers** [X/10]: [Reasoning] +- **Timing** [X/10]: [Reasoning] +- **Alignment** [X/10]: [Reasoning] + +## 🚀 Strategic Recommendations + +### For Entrepreneurs + +**Opportunity**: [Specific business opportunity] +**Approach**: + +1. [Recommendation 1] +2. [Recommendation 2] +3. [Recommendation 3] + +**Quick Test**: [Fast, low-cost way to validate opportunity] + +### For Content Creators + +**Content Strategy**: + +- **Angles**: [Content ideas] +- **Platforms**: [Where to focus] +- **Keywords**: [SEO opportunities] + +### For Investors + +**Investment Thesis**: [Why invest or pass] +**Companies to Watch**: [Key players] +**Timing**: [Now, soon, or wait] + +## ⚠️ Risk Factors + +1. **[Risk 1]**: [Description and likelihood] +2. **[Risk 2]**: [Description and likelihood] +3. **[Risk 3]**: [Description and likelihood] + +## 🔮 Future Outlook + +**12-Month Projection**: [Where this trend is headed] + +**Scenarios**: + +- **Best Case**: [Optimistic scenario] +- **Most Likely**: [Realistic scenario] +- **Worst Case**: [Pessimistic scenario] + +## 📚 Sources & Data + +- [Source 1] +- [Source 2] +- [Source 3] + +--- + +**Analysis Date**: [Today's date] +**Next Review**: [Suggested follow-up timing] + +_Want to compare this to other trends? Use `/compare-trends`_ +_Want to forecast where this is headed? Use `/trend-forecast`_ +``` + +### Step 8: Offer Next Actions + +Ask if they'd like to: + +- Compare this trend to alternatives (`/compare-trends`) +- Forecast future trajectory (`/trend-forecast`) +- Explore niche sub-opportunities (`/niche-explorer`) +- Discover related trends (`/discover-trends`) + +## Success Criteria + +✅ Comprehensive understanding of what the trend is +✅ Data-backed analysis of search volume and interest +✅ Clear explanation of WHY it's trending +✅ Market landscape and competitive analysis +✅ Sustainability assessment (fad vs. trend) +✅ Actionable strategic recommendations +✅ Risk factors identified +✅ Future outlook provided + +## Tips for Excellent Analysis + +- **Go beyond surface level**: Don't just describe, explain WHY +- **Use multiple sources**: Cross-reference data points +- **Think like different stakeholders**: Entrepreneur, creator, investor +- **Be honest about risks**: Don't just sell the opportunity +- **Quantify when possible**: Numbers beat vague descriptions +- **Look for the non-obvious**: The best insights aren't obvious + +## Common Mistakes to Avoid + +❌ Confusing correlation with causation +❌ Relying on a single data source +❌ Ignoring negative signals or risks +❌ Making recommendations without understanding context +❌ Treating all trends as equal opportunities + +--- + +**Remember**: A great trend analysis doesn't just tell you WHAT is trending - it helps you understand WHY it matters and HOW to take advantage of it. That's the Internet Pipes advantage! 🎯 diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/compare-trends.md b/expansion-packs/bmad-trend-insights-platform/tasks/compare-trends.md new file mode 100644 index 000000000..8a63bf5d5 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/compare-trends.md @@ -0,0 +1,361 @@ +# Task: Compare Trends + +## Objective + +Compare multiple trends side-by-side to help users make informed decisions about which opportunities to pursue, which have more potential, and how they differ strategically. + +## Instructions + +### Step 1: Identify Trends to Compare + +Clarify with the user: + +- **Trends**: Which 2-5 trends should we compare? (Get specific names) +- **Comparison goal**: What decision are they trying to make? + - Which to pursue as a business opportunity? + - Which to focus on for content creation? + - Which has better timing/momentum? + - Which fits their skills/resources better? +- **Decision criteria**: What matters most? (market size, competition, timing, barriers to entry, passion/interest) + +### Step 2: Research Each Trend + +For each trend being compared, gather: + +#### Search & Interest Metrics + +- Current search volume (High/Medium/Low) +- Trend trajectory (Rising %, Stable, Declining) +- Geographic distribution +- Seasonality patterns +- Related search volume + +#### Market Characteristics + +- Market size/revenue potential +- Growth rate +- Stage of adoption (Emerging/Growth/Mature) +- Target audience size +- Price points and margins + +#### Competitive Dynamics + +- Number of key players +- Market concentration (few dominants vs. fragmented) +- Barriers to entry (Low/Medium/High) +- Differentiation opportunities +- Saturation level + +#### Operational Factors + +- Complexity to enter +- Capital requirements +- Time to first revenue +- Skill/expertise needed +- Supply chain considerations + +### Step 3: Create Comparison Framework + +Build a structured comparison across key dimensions: + +```markdown +# Trend Comparison Analysis + +**Trends Being Compared**: [Trend 1] vs [Trend 2] vs [Trend 3] +**Comparison Date**: [Today's date] +**Decision Context**: [What they're trying to decide] + +--- + +## 📊 Quick Comparison Matrix + +| Criteria | [Trend 1] | [Trend 2] | [Trend 3] | +| --------------------- | ------------ | --------- | ------------- | +| **Search Interest** | [Rising 45%] | [Stable] | [Rising 120%] | +| **Market Size** | [$500M] | [$2B] | [$50M] | +| **Competition** | 🟢 Low | 🔴 High | 🟡 Medium | +| **Barriers to Entry** | 🟡 Medium | 🟢 Low | 🔴 High | +| **Stage** | Growth | Mature | Emerging | +| **Opportunity Score** | 7/10 | 5/10 | 8/10 | + +--- + +## 🔍 Detailed Trend Profiles + +### [Trend 1 Name] + +**What it is**: [1-2 sentence description] + +**Strengths** ✅: + +- [Strength 1] +- [Strength 2] +- [Strength 3] + +**Weaknesses** ⚠️: + +- [Weakness 1] +- [Weakness 2] + +**Best For**: [Type of person/business this trend suits] + +**Key Insight**: [Most important takeaway about this trend] + +--- + +### [Trend 2 Name] + +[... Repeat structure ...] + +--- + +### [Trend 3 Name] + +[... Repeat structure ...] + +--- + +## ⚖️ Head-to-Head Analysis + +### Market Opportunity + +**Largest Market**: [Trend X] at [$amount] + +- [Reasoning why this market is bigger] + +**Fastest Growing**: [Trend Y] at [X% growth] + +- [What's driving this growth] + +**Winner**: [Trend name] + +- **Why**: [Reasoning - balance size with growth potential] + +### Competition & Entry Barriers + +**Least Crowded**: [Trend X] + +- [Evidence of lower competition] + +**Easiest to Enter**: [Trend Y] + +- [Why barriers are lower] + +**Winner**: [Trend name] + +- **Why**: [Reasoning - balance of competition and barriers] + +### Timing & Momentum + +**Strongest Momentum**: [Trend X] with [X% increase] + +- [Evidence of momentum] + +**Best Timing Window**: [Trend Y] + +- [Why now is the right time] + +**Winner**: [Trend name] + +- **Why**: [Reasoning on timing advantage] + +### Sustainability & Longevity + +**Most Sustainable**: [Trend X] + +- [Evidence of lasting power - not a fad] + +**Biggest Fad Risk**: [Trend Y] + +- [Warning signs of potential flash-in-pan] + +**Winner**: [Trend name] + +- **Why**: [Reasoning on staying power] + +### Target Audience + +**Largest Audience**: [Trend X] + +- [Size and characteristics] + +**Most Engaged Audience**: [Trend Y] + +- [Evidence of engagement and loyalty] + +**Winner**: [Trend name] + +- **Why**: [Reasoning - quality vs. quantity] + +### Monetization Potential + +**Highest Price Points**: [Trend X] at [$range] + +- [What enables premium pricing] + +**Easiest to Monetize**: [Trend Y] + +- [Clear, proven business models] + +**Winner**: [Trend name] + +- **Why**: [Reasoning on profit potential] + +--- + +## 🎯 Recommendation & Decision Framework + +### Overall Winner: [Trend Name] 🏆 + +**Why we recommend this trend**: + +1. [Primary reason] +2. [Secondary reason] +3. [Supporting reason] + +**Ideal for**: + +- [Type of entrepreneur/business] +- [Skill set or resources needed] +- [Risk tolerance level] + +### Runner-Up: [Trend Name] 🥈 + +**When to choose this instead**: + +- [Circumstance 1] +- [Circumstance 2] + +### Decision Matrix by Goal + +**If your goal is...** + +| Goal | Best Choice | Why | +| ----------------------- | ----------- | ----------------------------------- | +| **Fast revenue** | [Trend X] | [Reason] | +| **Largest upside** | [Trend Y] | [Reason] | +| **Lowest risk** | [Trend Z] | [Reason] | +| **Long-term building** | [Trend X] | [Reason] | +| **Quick test/validate** | [Trend Y] | [Reason] | +| **Passion project** | [Depends] | [Consider alignment with interests] | + +--- + +## 💡 Strategic Insights + +### Key Tradeoffs + +1. **[Tradeoff]**: [Explanation] + - Choose [Trend X] if you prioritize [factor] + - Choose [Trend Y] if you prioritize [other factor] + +2. **[Tradeoff]**: [Explanation] + - [Decision guidance] + +### Synergies & Combinations + +**Can you pursue multiple?** + +- **[Trend X + Trend Y]**: [How they complement each other] +- **Sequential approach**: Start with [Trend], then expand to [Trend] + +### Wild Card Factors + +- **[Trend X]**: [Unpredictable factor that could change everything] +- **[Trend Y]**: [Unexpected advantage or risk] + +--- + +## 📋 Comparison Summary + +### At a Glance +``` + +[Trend 1]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] +[Trend 2]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] +[Trend 3]: Best for [use case] | Risk: [Low/Med/High] | Timeline: [Fast/Med/Long] + +``` + +### Final Scores + +| Trend | Market | Competition | Timing | Sustainability | Overall | +|-------|--------|-------------|--------|----------------|---------| +| [Trend 1] | X/10 | X/10 | X/10 | X/10 | **X/10** | +| [Trend 2] | X/10 | X/10 | X/10 | X/10 | **X/10** | +| [Trend 3] | X/10 | X/10 | X/10 | X/10 | **X/10** | + +--- + +## 🚀 Next Steps + +**If choosing [Winning Trend]**: +1. [First action to take] +2. [Second action to take] +3. [Third action to take] + +**Want more depth?** +- Use `/analyze-trend [name]` for deep-dive on your chosen trend +- Use `/trend-forecast [name]` to project where it's headed +- Use `/niche-explorer [name]` to find specific opportunities within it + +--- + +**Analysis Date**: [Today's date] +**Trends Compared**: [Number] +**Recommendation Confidence**: [High/Medium/Low] + +*Remember: The "best" trend depends on your specific context, skills, resources, and goals. Use this analysis as input, not gospel.* 🎯 +``` + +### Step 4: Provide Context-Specific Guidance + +Based on what you learned about their goals and situation: + +**For different user types**: + +- **Entrepreneur**: Focus on market size, competition, monetization +- **Content Creator**: Focus on search volume, content angles, sustainability +- **Investor**: Focus on market growth, competitive dynamics, timing +- **Hobbyist**: Focus on passion alignment, community, accessibility + +### Step 5: Offer Follow-Up + +Ask if they'd like to: + +- Deep-dive on the winning trend (`/analyze-trend`) +- Forecast where the trends are headed (`/trend-forecast`) +- Explore niche opportunities within the winner (`/niche-explorer`) +- Compare different trends if they want a second opinion + +## Success Criteria + +✅ Clear, structured comparison across key dimensions +✅ Data-backed assessment for each criterion +✅ Head-to-head analysis highlighting key differences +✅ Clear recommendation with reasoning +✅ Context-specific guidance for decision-making +✅ Honest about tradeoffs and risks +✅ Actionable next steps + +## Tips for Great Comparisons + +- **Be objective**: Don't favor one trend without evidence +- **Show tradeoffs**: There's rarely a perfect winner across all dimensions +- **Provide context**: Help them understand WHEN each trend is the best choice +- **Use visuals**: Tables and matrices make comparison scannable +- **Quantify**: Use numbers and scores when possible +- **Think holistically**: Consider all aspects, not just market size + +## Common Pitfalls + +❌ Comparing apples to oranges (trends at different stages) +❌ Focusing only on market size, ignoring other factors +❌ Declaring a winner without explaining tradeoffs +❌ Not considering user's specific context and goals +❌ Ignoring timing - early vs. late in trend lifecycle +❌ Being too definitive - acknowledge uncertainty + +--- + +**Remember**: The best trend for someone else might not be the best trend for you. This comparison helps identify which opportunity aligns with your unique strengths, resources, and goals. 🎯 diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/discover-trends.md b/expansion-packs/bmad-trend-insights-platform/tasks/discover-trends.md new file mode 100644 index 000000000..ff110cfec --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/discover-trends.md @@ -0,0 +1,147 @@ +# Task: Discover Trends + +## Objective + +Discover current trending topics, products, or interests across the internet using web search and pattern recognition. + +## Instructions + +### Step 1: Understand the Scope + +Ask the user to clarify (if not already provided): + +- **Category/Industry**: What area should we focus on? (e.g., health, beauty, tech, food, lifestyle, or "general") +- **Geography**: Any specific region? (default: United States/Global) +- **Time Frame**: Current trends, emerging trends, or long-term trends? +- **Use Case**: Why are they looking for trends? (business opportunity, content creation, product development, market research) + +### Step 2: Research Current Trends + +Use web search to discover what's trending: + +1. **Search trending topics** in the specified category + - Query patterns: "[category] trending 2025", "what's popular in [category]", "emerging [category] trends" + - Look for: Google Trends data, trend reports, social media discussions, news articles + +2. **Identify specific trend examples** + - Find 5-10 specific trending items/topics + - Look for evidence: search volume increases, social mentions, media coverage + - Note: product names, brands, keywords, and hashtags + +3. **Gather supporting data** + - Search interest over time (rising, stable, declining) + - Related searches and topics + - Geographic distribution + - Demographic insights (if available) + +### Step 3: Pattern Analysis + +Analyze the trends you've discovered: + +1. **Categorize trends** + - Micro-trends (niche, early stage) + - Rising trends (gaining momentum) + - Mainstream trends (widespread adoption) + - Evergreen trends (sustained interest) + +2. **Identify patterns** + - Common themes across trends + - Underlying needs or desires + - Category clusters + - Seasonal vs. permanent + +3. **Assess trend quality** + - Is it a fad or sustainable? + - What's driving the interest? + - Who's the target audience? + - What problem does it solve? + +### Step 4: Present Findings + +Format your discoveries as: + +```markdown +# Trend Discovery Report + +Date: [Today's date] +Category: [Category researched] +Scope: [Geographic/demographic scope] + +## 🔥 Top Trending Topics + +### 1. [Trend Name] 📈 + +**What it is**: [Brief description] +**Why it's trending**: [Key driver] +**Search interest**: [Rising/High/Moderate] +**Opportunity**: [Quick insight on potential] + +### 2. [Trend Name] 📈 + +[... repeat for each trend ...] + +## 🎯 Key Patterns Identified + +- **Pattern 1**: [Observed pattern across trends] +- **Pattern 2**: [Another pattern] +- **Pattern 3**: [Another pattern] + +## 💡 Strategic Insights + +1. **Biggest Opportunity**: [Which trend has most potential and why] +2. **Underserved Niche**: [Gap in the market you identified] +3. **Audience Insight**: [What these trends reveal about consumer desires] + +## 🔍 Recommended Deep Dives + +Based on this research, consider deep-diving into: + +1. [Specific trend] - [Why it's worth deeper analysis] +2. [Specific trend] - [Why it's worth deeper analysis] +3. [Specific trend] - [Why it's worth deeper analysis] + +## 📊 Data Sources + +- [List key sources used: Google Trends, news articles, social platforms, etc.] + +--- + +_Use `/analyze-trend [name]` to deep-dive into any specific trend_ +``` + +### Step 5: Offer Next Steps + +Ask the user if they'd like to: + +- Deep-dive into any specific trend (`/analyze-trend`) +- Generate a full trend report with competitive analysis (`/trend-report`) +- Explore niche opportunities within these trends (`/niche-explorer`) +- Compare multiple trends to identify the best opportunity (`/compare-trends`) + +## Success Criteria + +✅ Discovered 5-10 concrete trending topics +✅ Backed findings with search data and sources +✅ Identified patterns and insights beyond just listing trends +✅ Provided strategic perspective on opportunities +✅ Formatted findings in clear, scannable format + +## Tips for Great Trend Discovery + +- **Be specific**: "Butterfly pea tea" not just "tea trends" +- **Look for surprises**: The interesting trends are often unexpected +- **Verify across sources**: One mention isn't a trend +- **Think about "why"**: Understanding drivers helps assess sustainability +- **Stay current**: Use recent sources (2024-2025) + +## Common Pitfalls to Avoid + +❌ Listing obvious/well-known trends everyone knows about +❌ Confusing single viral moments with sustained trends +❌ Missing the "so what" - always connect to opportunity +❌ Not providing enough evidence/data to back claims +❌ Making assumptions without search validation + +--- + +**Remember**: You're not just reporting what's trending - you're uncovering hidden opportunities that most people don't know about yet. That's the power of Internet Pipes! 🔍✨ diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/explore-niches.md b/expansion-packs/bmad-trend-insights-platform/tasks/explore-niches.md new file mode 100644 index 000000000..e77e747f2 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/explore-niches.md @@ -0,0 +1,524 @@ +# Task: Explore Niches + +## Objective + +Discover underserved niche opportunities within broader trends, helping users find specific segments with less competition and passionate audiences. + +## Instructions + +### Step 1: Define Exploration Scope + +Clarify with the user: + +- **Broader trend/category**: What trend or category should we explore? (e.g., "sustainable fashion," "air quality monitoring," "wellness supplements") +- **Exploration goal**: Why are they looking for niches? + - Find less competitive spaces? + - Target specific audiences? + - Differentiate from mainstream players? + - Discover passion communities? +- **Resources/constraints**: What matters to them? (Capital, expertise, passion, quick entry, etc.) + +### Step 2: Map the Broader Landscape + +Research the main trend to understand the full ecosystem: + +#### Main Trend Overview + +- **What is it**: Core description of the broader trend +- **Market size**: How big is the overall market? +- **Main segments**: What are the obvious sub-categories? +- **Dominant players**: Who controls the mainstream? +- **Mainstream customer**: Who's being served well? + +#### Saturation Analysis + +- **Crowded areas**: Where is competition intense? +- **Price wars**: Where are margins being compressed? +- **Me-too products**: What's been overdone? +- **Mainstream messaging**: What's everyone saying? + +### Step 3: Hunt for Niche Opportunities + +Use web search to discover underserved segments: + +#### Demographic Niches + +Search for trend + specific demographics: + +- Age groups (Gen Z, millennials, seniors, kids) +- Gender-specific applications +- Geographic/cultural variations +- Income levels (budget, luxury, middle-market) +- Profession-specific needs + +#### Use-Case Niches + +Search for specific applications: + +- Specific problems within the broader category +- Industry-specific versions +- Activity-specific uses +- Seasonal or situational needs +- Skill-level variations (beginner vs. expert) + +#### Value Proposition Niches + +Look for alternative positioning: + +- Sustainability-focused versions +- Luxury/premium positioning +- Budget/value positioning +- Convenience-focused +- Community-driven approaches +- Educational/learning focus + +#### Format/Delivery Niches + +Search for alternative formats: + +- Subscription vs. one-time +- Digital vs. physical +- Service vs. product +- DIY vs. done-for-you +- Mobile/portable versions + +#### Intersection Niches + +Look for trend intersections: + +- [Main trend] + [Another trend] +- Examples: "Vegan athletic wear," "Sustainable pet products," "Meditation for entrepreneurs" + +### Step 4: Validate Niche Opportunities + +For each promising niche discovered, assess: + +#### Interest Signals + +- **Search volume**: Are people looking for this? +- **Related searches**: What else are they curious about? +- **Forums/communities**: Are there discussions? +- **Social media**: Any dedicated hashtags or accounts? +- **Content gap**: Are people asking questions without good answers? + +#### Competition Assessment + +- **Direct competitors**: How many direct solutions exist? +- **Quality of solutions**: Are current options good? +- **Price points**: What's available at what cost? +- **Marketing sophistication**: How well are others reaching this audience? + +#### Market Viability + +- **Audience size**: Large enough to sustain a business? +- **Willingness to pay**: Can this segment afford solutions? +- **Accessibility**: Can you reach this audience? +- **Passion level**: How much do they care? + +### Step 5: Present Niche Analysis + +```markdown +# Niche Opportunity Analysis: [Broader Trend] + +**Exploration Date**: [Today's date] +**Main Trend**: [Name of broader trend/category] +**Niches Discovered**: [Number] + +--- + +## 🎯 Executive Summary + +We explored **[broader trend]** to discover underserved niche opportunities with less competition and passionate audiences. + +**Key Findings**: + +- [x] niche opportunities identified +- [Y] high-potential niches recommended +- [Z] emerging micro-trends spotted + +**Top Recommendation**: [Highest potential niche discovered] + +--- + +## 📊 Broader Trend Context + +### Main Trend Overview + +**What it is**: [Description] +**Market size**: [If available] +**Stage**: [Emerging/Growth/Mature] + +### Saturated Areas (⚠️ Avoid) + +These segments are overcrowded: + +1. **[Saturated niche 1]**: [Why it's overcrowded] +2. **[Saturated niche 2]**: [Why it's overcrowded] +3. **[Saturated niche 3]**: [Why it's overcrowded] + +--- + +## 💎 Niche Opportunities Discovered + +### 1. [Niche Name] 🌟 + +**Type**: [Demographic/Use-case/Value-prop/Format/Intersection] +**Opportunity Score**: [X/10] + +**What it is**: +[Clear description of this niche - who it serves and how it's different] + +**Why it's underserved**: + +- [Reason 1 why this niche has gaps] +- [Reason 2 why this niche has gaps] + +**The Audience**: + +- **Size**: [Estimated audience size - thousands, millions?] +- **Demographics**: [Who they are] +- **Psychographics**: [What they care about] +- **Pain points**: [What they struggle with] + +**Market Signals**: + +- Search interest: [Rising/Moderate/Low] +- Competition: [Low/Medium/High] +- Price points: [$X - $Y] +- Community: [Active/Growing/None] + +**Opportunity**: +[Specific way to serve this niche] + +**Entry Strategy**: + +1. [First step to enter this niche] +2. [Second step] +3. [Third step] + +**Why it's promising**: +✅ [Advantage 1] +✅ [Advantage 2] +✅ [Advantage 3] + +**Challenges**: +⚠️ [Challenge 1] +⚠️ [Challenge 2] + +**Best for**: [Type of person/business that should pursue this] + +--- + +### 2. [Niche Name] 🌟 + +[... Repeat structure for each niche ...] + +--- + +### 3. [Niche Name] 🌟 + +[... Repeat structure for each niche ...] + +--- + +## 🔍 Emerging Micro-Trends + +These are very early-stage niche opportunities - higher risk, higher potential: + +### [Micro-trend Name] + +**What we're seeing**: [Early signals] +**Why it might grow**: [Reasoning] +**Risk level**: [High/Very High] +**For**: [Type of person willing to experiment] + +--- + +## 🎯 Niche Opportunity Matrix + +### High Potential / Low Competition (💰 Sweet Spot) + +1. **[Niche name]** + - **Why it's a sweet spot**: [Reason] + - **Quick move**: [First action] + - **Investment level**: [Low/Med/High] + +### Moderate Potential / Low Competition (🌱 Growing Market) + +1. **[Niche name]** + - **The opportunity**: [Description] + - **Growth driver**: [What will make this grow] + +### High Potential / High Competition (⚡ Differentiation Required) + +1. **[Niche name]** + - **The challenge**: [Why it's competitive] + - **How to win**: [Differentiation strategy] + +### Passion Niches (❤️ Loyal but Small) + +1. **[Niche name]** + - **The community**: [Description] + - **Best approach**: [How to serve this passionate audience] + +--- + +## 📈 Comparison to Mainstream + +| Factor | Mainstream [Trend] | Niche Opportunities | +| --------------------- | ------------------ | ------------------------- | +| **Competition** | 🔴 High | 🟢 Low to Medium | +| **Market Size** | 🟢 Large | 🟡 Smaller but sufficient | +| **Barriers to Entry** | 🔴 High | 🟢 Lower | +| **Customer Loyalty** | 🟡 Moderate | 🟢 Higher | +| **Marketing Cost** | 🔴 High | 🟢 Lower | +| **Differentiation** | 🔴 Difficult | 🟢 Easier | + +**Niche Advantage**: [Key reason why niches are better opportunities] + +--- + +## 🚀 Strategic Recommendations + +### Top 3 Niches to Pursue + +#### #1: [Niche Name] 🏆 + +**Why it's #1**: [Reasoning] + +**Who should pursue this**: + +- [Ideal founder/business type] +- [Required skills/resources] +- [Personality/values fit] + +**Go-to-Market Plan**: + +1. **Month 1**: [Actions] +2. **Month 2**: [Actions] +3. **Month 3**: [Actions] + +**Success Metrics**: [How to measure progress] + +**Expected Timeline**: [When to see traction] + +**Investment Required**: [$X or time/resources] + +--- + +#### #2: [Niche Name] 🥈 + +[... Repeat structure ...] + +--- + +#### #3: [Niche Name] 🥉 + +[... Repeat structure ...] + +--- + +## 💡 Niche Selection Framework + +**Choose based on your strengths**: + +| Your Strength | Best Niche Match | +| ---------------------- | ----------------------------------- | +| **Domain expertise** | [Niche requiring knowledge] | +| **Audience access** | [Niche where you have distribution] | +| **Limited budget** | [Low-cost entry niche] | +| **Content creation** | [Niche with content gap] | +| **Community building** | [Niche with passionate audience] | +| **Technical skills** | [Niche requiring tech solution] | + +--- + +## 🔬 Niche Validation Checklist + +Before committing to a niche, validate: + +**Demand Validation**: + +- [ ] Search volume exists (at least some people looking) +- [ ] Forum/community discussions found +- [ ] Social media evidence of interest +- [ ] Related product/service search + +**Competition Validation**: + +- [ ] Fewer than [X] direct competitors +- [ ] Existing solutions have gaps/weaknesses +- [ ] Room for differentiation exists +- [ ] Not dominated by major players + +**Viability Validation**: + +- [ ] Audience size sufficient (at least [X] potential customers) +- [ ] Willingness to pay evidence found +- [ ] Reachable through specific channels +- [ ] Margins can support the business + +**Fit Validation**: + +- [ ] Aligns with your skills/interests +- [ ] Within your budget constraints +- [ ] Matches your timeline expectations +- [ ] You can access/reach this audience + +--- + +## 🎯 Niche Entry Strategies + +### The Wedge Strategy + +Start with the smallest viable niche and expand: + +1. **Start**: [Smallest, most specific niche] +2. **Expand to**: [Slightly broader niche] +3. **Eventually**: [Broader market] + +**Example**: Instagram started with iPhone photo filters → expanded to Android → became a general social network + +### The Intersection Strategy + +Combine two niches where you have unique authority: + +- **Your expertise** × **Underserved audience** = Unique positioning + +### The Anti-Mainstream Strategy + +Position directly against what mainstream offers: + +- If mainstream is premium → You're budget-friendly +- If mainstream is complex → You're simple +- If mainstream is mass-market → You're exclusive + +--- + +## ⚠️ Niche Pitfalls to Avoid + +❌ **Too narrow**: Market so small it can't sustain a business + +- **Warning sign**: Fewer than [X] potential customers +- **Fix**: Expand slightly or find adjacent niches + +❌ **No willingness to pay**: Audience exists but won't spend + +- **Warning sign**: No existing paid products in this niche +- **Fix**: Look for evidence of paid solutions elsewhere + +❌ **Inaccessible audience**: Can't reach them cost-effectively + +- **Warning sign**: No clear marketing channels +- **Fix**: Find niches where you have distribution advantages + +❌ **Niche of one**: Only you care about this + +- **Warning sign**: Zero search volume or community discussion +- **Fix**: Validate demand before building + +--- + +## 📚 Next Steps + +### Immediate Actions (This Week): + +1. [ ] Choose your top 1-2 niches from this analysis +2. [ ] Join communities where your niche audience hangs out +3. [ ] Talk to 5-10 potential customers to validate assumptions +4. [ ] Research top 3 competitors (if any) in your chosen niche + +### Validation Phase (This Month): + +1. [ ] Create small test to validate demand +2. [ ] Build minimal landing page/offer +3. [ ] Drive small amount of traffic to test +4. [ ] Collect feedback and refine + +### Next Analysis: + +- **Deep-dive your chosen niche**: Use `/analyze-trend [niche]` +- **Compare top niches**: Use `/compare-trends [niche1] [niche2]` +- **Forecast niche trajectory**: Use `/trend-forecast [niche]` + +--- + +## 📊 Analysis Metadata + +**Main Trend**: [Broader trend analyzed] +**Niches Discovered**: [Number] +**Analysis Date**: [Today's date] +**Top Recommendation**: [Highest potential niche] + +--- + +_💡 Remember: Riches are in the niches! The best opportunities are often in underserved segments that others overlook._ 🎯 + +_Want to discover more trends? Use `/discover-trends`_ +_Want to analyze the broader trend? Use `/analyze-trend`_ +``` + +### Step 6: Provide Decision Support + +Help them choose which niche to pursue: + +**Key questions to ask**: + +- Which niche aligns best with your skills/experience? +- Which niche can you reach most easily? +- Which niche excites you most? (Passion matters for longevity) +- Which niche fits your budget/resource constraints? +- Which niche has the best timing right now? + +### Step 7: Offer Validation Support + +Suggest how they can validate their chosen niche: + +**Validation tactics**: + +- Join niche communities and observe +- Interview potential customers +- Create content and gauge engagement +- Build minimal landing page and test interest +- Run small ads to test demand + +### Step 8: Next Steps + +Ask if they'd like to: + +- Deep-dive into a specific niche (`/analyze-trend`) +- Compare top niches head-to-head (`/compare-trends`) +- Forecast niche trajectory (`/trend-forecast`) +- Discover more trends in adjacent categories (`/discover-trends`) + +## Success Criteria + +✅ 5-10 concrete niche opportunities identified +✅ Mix of niche types (demographic, use-case, value-prop, etc.) +✅ Clear assessment of opportunity and competition for each +✅ Validation of demand signals for each niche +✅ Strategic recommendations prioritizing top opportunities +✅ Entry strategies and next steps provided +✅ Honest about challenges and risks + +## Tips for Excellent Niche Discovery + +- **Go deep**: The best niches are often several layers down +- **Follow the passion**: Look for communities, not just categories +- **Think intersection**: Combine two niches for unique positioning +- **Validate demand**: Ensure people actually want this +- **Check competition**: Less is more when starting +- **Consider access**: Can you actually reach this audience? + +## Common Mistakes to Avoid + +❌ Picking a niche because you think it's cool (vs. validating demand) +❌ Going too narrow - niche needs sufficient audience size +❌ Ignoring competition in adjacent niches +❌ Not validating willingness to pay +❌ Choosing a niche you have no way to reach +❌ Assuming niche audiences will stay niche forever + +--- + +**Remember**: The best niche is at the intersection of: (1) Underserved demand, (2) Low competition, (3) Your unique strengths, and (4) Sufficient market size. Find that sweet spot! 💎 diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/forecast-trend.md b/expansion-packs/bmad-trend-insights-platform/tasks/forecast-trend.md new file mode 100644 index 000000000..af7b670f3 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/forecast-trend.md @@ -0,0 +1,512 @@ +# Task: Forecast Trend + +## Objective + +Project the future trajectory of a trend over the next 6-12 months, helping users understand where it's headed and time their entry or exit accordingly. + +## Instructions + +### Step 1: Identify Trend and Forecast Goals + +Clarify with the user: + +- **Trend name**: What trend should we forecast? +- **Timeframe**: 3 months, 6 months, 12 months, or longer? +- **Decision context**: Why do they need this forecast? + - Timing market entry? + - Deciding whether to invest? + - Planning content strategy? + - Evaluating sustainability? + +### Step 2: Research Historical Data + +Gather trend history using web search: + +#### Search Trend History + +- **Past 12 months**: How has search interest evolved? +- **Year-over-year**: Comparison to previous year +- **Seasonal patterns**: Any cyclical behavior? +- **Growth rate**: What's the month-over-month or quarter-over-quarter change? +- **Peak moments**: When did interest spike? Why? + +#### Market Evolution + +- **Timeline**: When did this trend first emerge? +- **Adoption curve**: Where are we on the curve? + - Innovators (2.5%) + - Early Adopters (13.5%) + - Early Majority (34%) + - Late Majority (34%) + - Laggards (16%) +- **Market growth**: How has the market size changed over time? + +#### Media & Social Activity + +- **Coverage trajectory**: Increasing or decreasing media attention? +- **Influencer involvement**: Growing or fading? +- **Social conversation**: Volume and sentiment over time + +### Step 3: Identify Trend Drivers + +Analyze what's pushing this trend: + +#### Current Drivers (Why it's trending now) + +1. **[Driver 1]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +2. **[Driver 2]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +3. **[Driver 3]**: [Explanation] + - Strength: [Strong/Moderate/Weak] + - Sustainability: [Will this continue driving it?] + +#### Future Catalysts (What could accelerate it) + +- **Positive catalysts**: What could drive faster growth? +- **Inflection points**: Events that could change trajectory? +- **Market expansion**: New demographics or geographies opening up? + +#### Headwinds (What could slow it down) + +- **Competition**: New entrants or alternatives +- **Market saturation**: Running out of addressable audience +- **Regulatory**: Potential restrictions or regulations +- **Economic**: Macro factors affecting consumer spending +- **Cultural**: Shifting preferences or values + +### Step 4: Analyze Comparable Trends + +Research similar past trends for pattern matching: + +**Find comparable trends**: + +- Similar trends from the past +- How did they evolve? +- What was their peak? +- How long did they last? +- What caused them to decline (if they did)? + +**Learn from history**: + +- What does this tell us about our trend? +- Are there patterns we can apply? +- Are there warning signs to watch for? + +### Step 5: Build Forecast Scenarios + +Create 3 scenarios with different assumptions: + +```markdown +# Trend Forecast: [Trend Name] + +**Forecast Period**: [Timeframe] +**Forecast Date**: [Today's date] +**Current Status**: [Current stage and metrics] + +--- + +## 📈 Historical Context + +### Trend Timeline + +- **Origin**: [When/how it started] +- **Emergence**: [When it became noticeable] +- **Current Stage**: [Where we are now on adoption curve] +- **Age**: [Months/years since emergence] + +### Historical Performance + +**Past 12 Months**: + +- Search interest: [Started at X, now at Y] = [% change] +- Market size: [If available] +- Media mentions: [Trend direction] +- Social conversation: [Trend direction] + +**Key Moments**: + +- **[Date]**: [Significant event and impact] +- **[Date]**: [Significant event and impact] +- **[Date]**: [Significant event and impact] + +### Patterns Observed + +- **Seasonality**: [Any seasonal patterns identified] +- **Growth rate**: [Average monthly/quarterly growth] +- **Volatility**: [Stable or spiky?] + +--- + +## 🎯 Current State Assessment + +### Trend Health Indicators + +| Metric | Status | Trend | +| ----------------- | --------------- | ------------------------------------- | +| Search Interest | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Market Activity | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Media Coverage | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| Social Engagement | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | +| New Entrants | [Many/Some/Few] | [↗️ Rising / → Stable / ↘️ Declining] | +| Innovation | [High/Med/Low] | [↗️ Rising / → Stable / ↘️ Declining] | + +**Overall Health**: [🟢 Strong / 🟡 Moderate / 🔴 Weak] + +### Adoption Stage + +**Current Position**: [Stage on adoption curve] + +- **Penetration**: [Estimated % of potential market reached] +- **Remaining runway**: [How much growth potential left] + +--- + +## 🔮 Forecast Analysis + +### Scenario 1: Bullish (30% probability) + +**What happens**: [Description of optimistic scenario] + +**Key assumptions**: + +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: + +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Catalysts needed**: + +1. [What needs to happen for this scenario] +2. [Another catalyst] +3. [Another catalyst] + +**What this means**: + +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +### Scenario 2: Base Case (50% probability) + +**What happens**: [Description of most likely scenario] + +**Key assumptions**: + +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: + +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Expected developments**: + +1. [Expected development] +2. [Expected development] +3. [Expected development] + +**What this means**: + +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +### Scenario 3: Bearish (20% probability) + +**What happens**: [Description of pessimistic scenario] + +**Key assumptions**: + +- [Assumption 1] +- [Assumption 2] +- [Assumption 3] + +**Projected trajectory**: + +- **3 months**: [Metric projections] +- **6 months**: [Metric projections] +- **12 months**: [Metric projections] + +**Warning signs**: + +1. [What could trigger this scenario] +2. [Another warning sign] +3. [Another warning sign] + +**What this means**: + +- Market size: [Projection] +- Opportunity: [How opportunity evolves] +- Competition: [How competition evolves] + +--- + +## 📊 Most Likely Path (Base Case Detail) + +### Next 3 Months + +**Expected**: [What will likely happen] + +**Opportunities**: + +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: + +- [Risk in this period] +- [Risk in this period] + +### 3-6 Months Out + +**Expected**: [What will likely happen] + +**Opportunities**: + +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: + +- [Risk in this period] +- [Risk in this period] + +### 6-12 Months Out + +**Expected**: [What will likely happen] + +**Opportunities**: + +- [Opportunity in this period] +- [Opportunity in this period] + +**Risks**: + +- [Risk in this period] +- [Risk in this period] + +--- + +## ⚠️ Key Variables to Monitor + +These factors will determine which scenario plays out: + +1. **[Variable 1]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +2. **[Variable 2]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +3. **[Variable 3]** + - **Current status**: [Where it stands now] + - **Watch for**: [What to monitor] + - **Impact**: [How it affects forecast] + +--- + +## 🎯 Strategic Implications + +### If Entering This Trend + +**Timing Recommendation**: [Now / Soon / Wait] + +**Rationale**: [Explanation based on forecast] + +**Optimal Entry Window**: [Timeframe] + +**Actions to Take**: + +1. **Now**: [Immediate action] +2. **Next 3 months**: [Near-term action] +3. **Next 6 months**: [Medium-term action] + +### If Already In This Trend + +**Position Recommendation**: [Double down / Hold steady / Prepare to pivot / Exit] + +**Rationale**: [Explanation based on forecast] + +**Actions to Take**: + +1. [Recommended action] +2. [Recommended action] +3. [Recommended action] + +### If Considering Exit + +**Exit Timing**: [Now / Soon / Can wait] + +**Rationale**: [Explanation based on forecast] + +**Exit Strategy**: [How to exit thoughtfully] + +--- + +## 🔍 Comparable Trend Analysis + +### Similar Historical Trends + +We analyzed similar trends from the past: + +**[Comparable Trend 1]**: + +- **Peak**: [When it peaked] +- **Duration**: [How long it lasted] +- **Outcome**: [What happened to it] +- **Lesson**: [What this tells us about our trend] + +**[Comparable Trend 2]**: +[... repeat structure ...] + +### Pattern Insights + +Based on these comparables: + +- [Insight 1 about expected behavior] +- [Insight 2 about expected behavior] +- [Insight 3 about expected behavior] + +--- + +## 🚨 Early Warning Indicators + +Watch for these signs that the forecast is changing: + +**Bullish Signals** (trend accelerating): + +- ✅ [Signal indicating faster growth] +- ✅ [Another positive signal] +- ✅ [Another positive signal] + +**Bearish Signals** (trend slowing): + +- ⚠️ [Signal indicating slowdown] +- ⚠️ [Another warning signal] +- ⚠️ [Another warning signal] + +**Inflection Signals** (trend changing direction): + +- 🔄 [Signal of directional change] +- 🔄 [Another inflection signal] + +--- + +## 💡 Bottom Line + +### Summary Forecast + +**Most Likely Scenario**: [Brief summary] + +**Peak Expected**: [Timeframe] + +**Longevity**: [How long will this trend last?] + +**Opportunity Window**: [When is the best time to act?] + +### Confidence Level + +**Forecast Confidence**: [High / Medium / Low] + +**Why**: + +- [Factor affecting confidence] +- [Factor affecting confidence] +- [Factor affecting confidence] + +### Final Recommendation + +[Clear, actionable recommendation based on the forecast] + +--- + +## 📅 Forecast Metadata + +**Trend Analyzed**: [Trend name] +**Forecast Date**: [Today's date] +**Forecast Horizon**: [Timeframe] +**Next Review**: [When to update this forecast] +**Confidence**: [High/Medium/Low] + +--- + +_📊 Want to compare this trend to alternatives? Use `/compare-trends`_ +_🔍 Want to explore niches within this trend? Use `/niche-explorer`_ +_📈 Want broader trend discovery? Use `/discover-trends`_ + +--- + +**Disclaimer**: Forecasts are educated projections based on current data and historical patterns. Reality may differ. Use this as input for decision-making, not as a guarantee of future outcomes. 🔮 +``` + +### Step 6: Provide Decision Framework + +Based on the forecast, give clear guidance: + +**If forecast is bullish**: "This trend has strong momentum and runway. Consider entering now before competition intensifies." + +**If forecast is bearish**: "This trend shows signs of maturity/decline. Exercise caution or look for niche opportunities within it." + +**If forecast is uncertain**: "Mixed signals. Consider small tests rather than big bets. Monitor the key variables closely." + +### Step 7: Offer Follow-Up + +Ask if they'd like to: + +- Deep-dive into the trend (`/analyze-trend`) +- Explore niche opportunities that might be more sustainable (`/niche-explorer`) +- Compare this to alternative trends (`/compare-trends`) +- Set up a forecast review reminder + +## Success Criteria + +✅ Historical context showing trend evolution +✅ Clear identification of trend drivers and headwinds +✅ Three distinct scenarios (bullish, base, bearish) with probabilities +✅ Specific projections for 3, 6, and 12 months +✅ Key variables to monitor identified +✅ Strategic implications and timing recommendations +✅ Honest assessment of forecast confidence +✅ Early warning indicators provided + +## Tips for Accurate Forecasting + +- **Use multiple data sources**: Don't rely on a single trend indicator +- **Learn from history**: Study similar past trends +- **Identify drivers**: Understand what's pushing the trend +- **Think in scenarios**: Avoid single-point predictions +- **Quantify uncertainty**: Be honest about confidence levels +- **Update regularly**: Forecasts get stale quickly + +## Common Mistakes to Avoid + +❌ Linear extrapolation (assuming current growth continues unchanged) +❌ Ignoring external factors (macro trends, competition, regulation) +❌ Overconfidence in predictions +❌ Not considering multiple scenarios +❌ Forgetting that trends don't last forever +❌ Missing early warning signs + +--- + +**Remember**: Forecasting isn't about being right - it's about being prepared for different futures. The best forecasts help you make better decisions today, whatever tomorrow brings. 🔮📊 diff --git a/expansion-packs/bmad-trend-insights-platform/tasks/generate-trend-report.md b/expansion-packs/bmad-trend-insights-platform/tasks/generate-trend-report.md new file mode 100644 index 000000000..117f33bab --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/tasks/generate-trend-report.md @@ -0,0 +1,446 @@ +# Task: Generate Trend Report + +## Objective + +Create a comprehensive trend insights report that discovers, analyzes, and synthesizes multiple trends to provide strategic intelligence and actionable opportunities. + +## Instructions + +### Step 1: Define Report Scope + +Clarify with the user: + +- **Focus Area**: Industry/category (e.g., wellness, food, tech, fashion, general) +- **Purpose**: Why they need this report (business planning, content strategy, investment research, competitive intelligence) +- **Depth**: How many trends to analyze? (Recommended: 8-12 for comprehensive report) +- **Timeframe**: Current trends, emerging trends, or forecast-focused? + +### Step 2: Discover Trends + +Use web search to discover 8-12 trends in the specified area: + +1. **Search for current trends** + - "[category] trends 2025" + - "what's trending in [category]" + - "emerging [category] products" + - "[category] consumer interests" + +2. **Prioritize interesting finds** + - Look for the unexpected and non-obvious + - Mix of different stages: emerging, rising, mainstream + - Variety of sub-categories within the main focus + - Balance between practical and aspirational + +3. **Gather initial data** + - Search volume indicators + - Social mentions + - News coverage + - Product availability + +### Step 3: Analyze Each Trend + +For each trend, research: + +#### Quick Analysis (per trend) + +- **What it is**: 1-2 sentence description +- **Why it's trending**: Primary driver +- **Search interest**: Rising/High/Moderate/Low +- **Target audience**: Who wants this +- **Market opportunity**: Size and accessibility +- **Competitive landscape**: Crowded or open +- **Sustainability**: Fad or lasting trend? + +#### Supporting Data + +- Related searches +- Geographic concentration +- Price points +- Key players/brands +- Market gaps + +### Step 4: Synthesize Insights + +Look across all trends to identify: + +1. **Macro Patterns** + - What themes emerge across trends? + - What do these trends reveal about consumer behavior? + - What broader shifts are driving these trends? + +2. **Category Clusters** + - Group related trends together + - Identify trend intersections + - Find synergies between trends + +3. **Strategic Opportunities** + - Which trends have the biggest opportunity? + - Where are the market gaps? + - What's underserved or oversaturated? + - Where should focus be placed? + +4. **Timing Intelligence** + - Which trends are early stage (get in now)? + - Which are peaking (exercise caution)? + - Which are mature (stable opportunity)? + +### Step 5: Generate Comprehensive Report + +Create a structured report using the `trend-report-tmpl` template: + +```markdown +# Internet Pipes: Trend Insights Report + +**Category**: [Focus area] +**Report Date**: [Today's date] +**Analysis Period**: [Timeframe analyzed] + +--- + +## 🎯 Executive Summary + +[3-4 paragraph overview that includes:] + +- The state of trends in this category +- Key patterns and themes discovered +- Biggest opportunities identified +- Critical strategic recommendations + +### Key Findings at a Glance + +- 📊 **Trends Analyzed**: [Number] +- 🚀 **Rising Stars**: [X trends showing strong growth] +- 💎 **Hidden Gems**: [X undervalued opportunities] +- ⚠️ **Saturated**: [X overly competitive areas] +- 🎯 **Recommended Focus**: [Top 3 opportunities] + +--- + +## 🔥 Trending Now: Detailed Analysis + +### 1. [Trend Name] 📈 + +**Status**: [🌱 Emerging / 🚀 Rising / ⚡ Hot / 📊 Mainstream] +**Opportunity Score**: [X/10] + +**What it is**: [Clear 1-2 sentence description] + +**Why it's trending**: + +- [Primary driver] +- [Secondary driver] +- [Supporting factor] + +**The Numbers**: + +- Search Interest: [Rising/High/Moderate] +- Market Size: [If available] +- Competition: [Low/Medium/High] +- Price Range: [$X - $Y] + +**Target Audience**: [Demographics and psychographics] + +**Market Landscape**: + +- **Key Players**: [Top 2-3 brands/companies] +- **Availability**: [Easy to find / Limited / Scarce] +- **Market Gap**: [Specific underserved opportunity] + +**Why It Matters**: [Strategic insight - why should someone care about this trend?] + +**Opportunity**: [Specific way to capitalize on this trend] + +--- + +### 2. [Trend Name] 📈 + +[... Repeat structure for each trend ...] + +--- + +## 📊 Pattern Analysis + +### Macro Themes + +We identified [X] major themes driving trends in this category: + +#### 1. [Theme Name] + +**Description**: [What this theme is about] +**Trends in this cluster**: [List trends that fit this theme] +**What it reveals**: [Consumer insight] +**Opportunity**: [How to leverage this theme] + +#### 2. [Theme Name] + +[... Repeat for each theme ...] + +### Consumer Behavior Insights + +**What people want**: + +1. [Insight 1]: [Explanation with trend examples] +2. [Insight 2]: [Explanation with trend examples] +3. [Insight 3]: [Explanation with trend examples] + +**Underlying needs being fulfilled**: + +- **Functional**: [What problems are being solved] +- **Emotional**: [What feelings are being sought] +- **Social**: [What identity/status needs are being met] +- **Novelty**: [What curiosity is being satisfied] + +--- + +## 💎 Opportunity Matrix + +### High Opportunity / Low Competition (🎯 Sweet Spot) + +These trends offer the best risk/reward for new entrants: + +1. **[Trend Name]** + - **Why it's promising**: [Reason] + - **Quick move**: [Specific action to take] + - **Risk level**: [Low/Medium/High] + +2. [... Additional opportunities ...] + +### High Opportunity / High Competition (⚡ Competitive Play) + +Large markets but crowded - need differentiation: + +1. **[Trend Name]** + - **The challenge**: [What makes it competitive] + - **Differentiation strategy**: [How to stand out] + +### Low Competition / Low Opportunity (🤔 Niche Play) + +Small but potentially loyal audiences: + +1. **[Trend Name]** + - **The niche**: [Description] + - **Best for**: [Who should pursue this] + +### High Competition / Low Opportunity (❌ Avoid) + +Oversaturated with limited upside: + +1. **[Trend Name]** + - **Why to skip**: [Reasoning] + +--- + +## 🚀 Strategic Recommendations + +### Top 3 Opportunities to Pursue + +#### #1: [Trend/Opportunity Name] + +**Why**: [Reasoning for #1 ranking] +**Target Audience**: [Who to focus on] +**Go-to-Market**: [How to reach them] +**Investment Level**: [$X / Time / Resources] +**Expected Timeline**: [When to see results] +**Success Metrics**: [How to measure] + +#### #2: [Trend/Opportunity Name] + +[... Repeat structure ...] + +#### #3: [Trend/Opportunity Name] + +[... Repeat structure ...] + +### Quick Wins (Start This Week) + +1. **[Action]**: [Why and how] +2. **[Action]**: [Why and how] +3. **[Action]**: [Why and how] + +### Content Strategy + +Based on these trends, prioritize content around: + +1. **[Topic cluster]**: [Why and what to create] +2. **[Topic cluster]**: [Why and what to create] +3. **[Topic cluster]**: [Why and what to create] + +**SEO Opportunities**: + +- [Keyword/topic with low competition, high interest] +- [Keyword/topic with low competition, high interest] +- [Keyword/topic with low competition, high interest] + +--- + +## ⚠️ Risk Assessment + +### Trends to Watch Cautiously + +1. **[Trend Name]**: [Risk factor and why] +2. **[Trend Name]**: [Risk factor and why] + +### Potential Fads + +These may not have staying power: + +- **[Trend Name]**: [Why it might be a fad] + +### External Risks + +- **Regulatory**: [Any regulatory concerns in this space] +- **Economic**: [How economy might impact these trends] +- **Cultural**: [Cultural shifts that could affect trends] + +--- + +## 🔮 Looking Ahead: 6-Month Outlook + +### Trends Likely to Grow + +1. **[Trend]**: [Projection and reasoning] +2. **[Trend]**: [Projection and reasoning] +3. **[Trend]**: [Projection and reasoning] + +### Trends to Peak + +[Trends approaching saturation] + +### Emerging Signals to Monitor + +Watch for early signals of these potential future trends: + +- **[Emerging signal]**: [What to look for] +- **[Emerging signal]**: [What to look for] + +--- + +## 📚 Methodology & Sources + +### Data Sources + +- Google Trends analysis +- Social media monitoring (TikTok, Instagram, Twitter/X, Reddit) +- News and media coverage analysis +- E-commerce marketplace research +- Industry reports and publications + +### Analysis Period + +- Primary data: [Date range] +- Historical comparison: [Date range] + +### Limitations + +[Any limitations or caveats about the analysis] + +--- + +## 🎬 Next Steps + +**Immediate Actions** (This Week): + +- [ ] [Action item] +- [ ] [Action item] +- [ ] [Action item] + +**Short-term** (This Month): + +- [ ] [Action item] +- [ ] [Action item] + +**Long-term** (This Quarter): + +- [ ] [Action item] +- [ ] [Action item] + +**Deep-Dive Recommendations**: +Want more detail on specific trends? Use `/analyze-trend [name]` for: + +- [Trend worth deep-diving] +- [Trend worth deep-diving] +- [Trend worth deep-diving] + +--- + +## 📞 Report Metadata + +**Prepared by**: Trend Analyst (Internet Pipes) +**Date**: [Today's date] +**Category**: [Focus area] +**Trends Analyzed**: [Number] +**Next Review**: [Recommended update frequency] + +--- + +_💡 Remember: These insights are based on current internet signals. Trends evolve quickly. Stay curious, keep monitoring, and always validate with your specific audience._ + +_🔍 Want to explore niche opportunities? Use `/niche-explorer`_ +_📊 Want to compare specific trends? Use `/compare-trends`_ +_🔮 Want to forecast trend futures? Use `/trend-forecast`_ +``` + +### Step 6: Quality Check + +Ensure the report includes: +✅ 8-12 diverse trends analyzed +✅ Clear data and evidence for each trend +✅ Pattern analysis revealing macro themes +✅ Opportunity matrix with strategic recommendations +✅ Risk assessment and cautionary notes +✅ Actionable next steps +✅ Future outlook and emerging signals + +### Step 7: Offer Follow-Up Actions + +Ask if they'd like to: + +- Deep-dive on any specific trend (`/analyze-trend`) +- Explore niche sub-opportunities (`/niche-explorer`) +- Compare top trends head-to-head (`/compare-trends`) +- Get a custom forecast (`/trend-forecast`) +- Schedule a follow-up report (timing recommendation) + +## Success Criteria + +✅ Comprehensive coverage of the category/focus area +✅ Mix of trend types (emerging, rising, mainstream) +✅ Data-backed analysis with sources +✅ Strategic insights beyond just describing trends +✅ Clear opportunity prioritization +✅ Actionable recommendations +✅ Risk awareness and honest assessment +✅ Professional, scannable formatting + +## Report Quality Guidelines + +### Excellent Reports Include: + +- 🎯 **Surprising discoveries**: Non-obvious trends most people don't know +- 📊 **Quantified insights**: Numbers, percentages, growth rates +- 🧠 **Strategic thinking**: Why it matters, not just what it is +- 💡 **Actionable recommendations**: Specific moves, not vague advice +- ⚖️ **Balanced perspective**: Opportunities AND risks +- 🔮 **Forward-looking**: Where things are headed + +### Avoid: + +- ❌ Listing obvious trends everyone knows +- ❌ Vague descriptions without data +- ❌ Analysis without strategic implications +- ❌ Recommendations without reasoning +- ❌ Ignoring risks or overhyping opportunities +- ❌ Treating all trends as equally valuable + +## Tips for Standout Reports + +1. **Lead with insights, not data**: Data supports insights, not the other way around +2. **Think like an operator**: What would you do with this information? +3. **Be opinionated**: Take positions on which trends matter most +4. **Connect dots**: Show relationships between trends +5. **Write for skimming**: Use clear headers, bullets, and visual indicators +6. **Update regularly**: Trends change; reports should have refresh dates + +--- + +**Remember**: A great trend report is a strategic asset. It should inform decisions, spark ideas, and reveal opportunities that competitors miss. That's the power of Internet Pipes! 🚀📊 diff --git a/expansion-packs/bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml b/expansion-packs/bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml new file mode 100644 index 000000000..a3aeaef89 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/templates/niche-opportunity-tmpl.yaml @@ -0,0 +1,422 @@ +metadata: + name: Niche Opportunity Analysis + description: Analysis of underserved niche opportunities within broader trends + version: 1.0.0 + template_type: analysis + +sections: + - id: header + title: Analysis Header + required: true + fields: + - name: broader_trend + label: Broader Trend/Category + type: text + required: true + + - name: exploration_date + label: Exploration Date + type: date + required: true + + - name: niches_discovered + label: Number of Niches Discovered + type: number + required: true + + - name: top_recommendation + label: Top Recommendation + type: text + required: true + + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: summary + label: Summary + type: longtext + placeholder: "Overview of niche exploration and key findings" + required: true + + - name: high_potential_count + label: High-Potential Niches Count + type: number + required: false + + - name: emerging_microtrends_count + label: Emerging Micro-Trends Count + type: number + required: false + + - id: broader_context + title: Broader Trend Context + required: true + fields: + - name: trend_description + label: What It Is + type: text + required: true + + - name: market_size + label: Market Size + type: text + required: false + + - name: stage + label: Stage + type: select + options: ["Emerging", "Growth", "Mature", "Declining"] + required: true + + - name: saturated_areas + label: Saturated Areas (Avoid) + type: repeatable_section + min_items: 1 + fields: + - name: area + label: Saturated Area + type: text + required: true + + - name: reason + label: Why It's Overcrowded + type: text + required: true + + - id: niche_opportunities + title: Niche Opportunities Discovered + required: true + repeatable: true + min_items: 3 + max_items: 10 + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: niche_type + label: Type + type: select + options: ["Demographic", "Use-case", "Value Proposition", "Format/Delivery", "Intersection"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: description + label: What It Is + type: text + placeholder: "Who it serves and how it's different" + required: true + + - name: why_underserved + label: Why It's Underserved + type: list + min_items: 2 + required: true + + - name: audience_size + label: Audience Size + type: text + placeholder: "Estimated size - thousands, millions?" + required: true + + - name: demographics + label: Demographics + type: text + required: true + + - name: psychographics + label: Psychographics + type: text + placeholder: "What they care about" + required: true + + - name: pain_points + label: Pain Points + type: text + required: true + + - name: search_interest + label: Search Interest + type: select + options: ["Rising", "Moderate", "Low"] + required: true + + - name: competition + label: Competition + type: select + options: ["Low", "Medium", "High"] + required: true + + - name: price_points + label: Price Points + type: text + required: false + + - name: community + label: Community + type: select + options: ["Active", "Growing", "None"] + required: false + + - name: opportunity + label: Opportunity + type: text + placeholder: "Specific way to serve this niche" + required: true + + - name: entry_strategy + label: Entry Strategy + type: list + min_items: 3 + required: true + + - name: advantages + label: Why It's Promising + type: list + min_items: 3 + required: true + + - name: challenges + label: Challenges + type: list + min_items: 1 + required: true + + - name: best_for + label: Best For + type: text + placeholder: "Type of person/business that should pursue this" + required: true + + - id: microtrends + title: Emerging Micro-Trends + required: false + fields: + - name: microtrends + label: Micro-Trends + type: repeatable_section + fields: + - name: name + label: Micro-Trend Name + type: text + required: true + + - name: signals + label: What We're Seeing + type: text + required: true + + - name: growth_potential + label: Why It Might Grow + type: text + required: true + + - name: risk_level + label: Risk Level + type: select + options: ["High", "Very High"] + required: true + + - name: for_whom + label: For + type: text + placeholder: "Type of person willing to experiment" + required: false + + - id: opportunity_matrix + title: Niche Opportunity Matrix + required: true + fields: + - name: sweet_spot + label: High Potential / Low Competition (Sweet Spot) + type: repeatable_section + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: why_sweet_spot + label: Why It's a Sweet Spot + type: text + required: true + + - name: quick_move + label: Quick Move + type: text + required: false + + - name: investment_level + label: Investment Level + type: select + options: ["Low", "Medium", "High"] + required: false + + - name: growing_market + label: Moderate Potential / Low Competition (Growing Market) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: opportunity + label: The Opportunity + type: text + required: true + + - name: growth_driver + label: Growth Driver + type: text + required: false + + - name: differentiation_required + label: High Potential / High Competition (Differentiation Required) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: challenge + label: The Challenge + type: text + required: true + + - name: how_to_win + label: How to Win + type: text + required: false + + - name: passion_niches + label: Passion Niches (Loyal but Small) + type: repeatable_section + required: false + fields: + - name: niche_name + label: Niche Name + type: text + required: true + + - name: community + label: The Community + type: text + required: true + + - name: best_approach + label: Best Approach + type: text + required: false + + - id: recommendations + title: Strategic Recommendations + required: true + fields: + - name: top_niches + label: Top 3 Niches to Pursue + type: repeatable_section + min_items: 1 + max_items: 3 + fields: + - name: rank + label: Rank + type: number + required: true + + - name: niche_name + label: Niche Name + type: text + required: true + + - name: why_ranked + label: Why This Ranking + type: text + required: true + + - name: ideal_pursuer + label: Who Should Pursue This + type: text + placeholder: "Ideal founder/business type, required skills/resources" + required: true + + - name: go_to_market + label: Go-to-Market Plan + type: longtext + placeholder: "Month-by-month actions" + required: true + + - name: success_metrics + label: Success Metrics + type: text + required: false + + - name: expected_timeline + label: Expected Timeline + type: text + placeholder: "When to see traction" + required: false + + - name: investment_required + label: Investment Required + type: text + required: false + + - id: niche_validation + title: Niche Validation Checklist + required: true + fields: + - name: validation_steps + label: Validation Steps + type: checklist + items: + - "Search volume exists (at least some people looking)" + - "Forum/community discussions found" + - "Social media evidence of interest" + - "Related product/service search" + - "Fewer than X direct competitors" + - "Existing solutions have gaps/weaknesses" + - "Room for differentiation exists" + - "Not dominated by major players" + - "Audience size sufficient" + - "Willingness to pay evidence found" + - "Reachable through specific channels" + - "Margins can support the business" + - "Aligns with your skills/interests" + - "Within your budget constraints" + required: false + + - id: next_steps + title: Next Steps + required: true + fields: + - name: immediate_actions + label: Immediate Actions (This Week) + type: checklist + required: true + + - name: validation_phase + label: Validation Phase (This Month) + type: checklist + required: false + + - name: next_analysis + label: Next Analysis Recommendations + type: list + required: false + +output: + format: markdown + filename_pattern: "niche-analysis-{broader_trend}-{date}.md" + include_metadata_footer: true diff --git a/expansion-packs/bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml b/expansion-packs/bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml new file mode 100644 index 000000000..7ce4f2dc4 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/templates/trend-analysis-tmpl.yaml @@ -0,0 +1,433 @@ +metadata: + name: Deep Trend Analysis + description: Comprehensive single-trend analysis with market intelligence and strategic recommendations + version: 1.0.0 + template_type: analysis + +sections: + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: trend_name + label: Trend Name + type: text + required: true + + - name: category + label: Category + type: text + required: true + + - name: status + label: Status + type: select + options: ["🔥 Rising", "⚡ Hot", "📊 Stable", "📉 Declining"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: summary + label: Summary + type: text + placeholder: "2-3 sentence summary of the trend and key takeaway" + required: true + + - id: what_is_it + title: What Is It? + required: true + fields: + - name: description + label: Description + type: longtext + placeholder: "Clear, comprehensive description of the trend" + required: true + + - name: origin + label: Origin + type: text + placeholder: "Where it started and when" + required: false + + - name: key_characteristics + label: Key Characteristics + type: list + min_items: 3 + required: true + + - id: trend_data + title: Trend Data & Metrics + required: true + fields: + - name: search_volume + label: Current Search Volume + type: select + options: ["High", "Medium", "Low"] + required: true + + - name: trajectory + label: Trajectory + type: text + placeholder: "e.g., Rising 45%, Stable, Declining 20%" + required: true + + - name: geographic_hotspots + label: Geographic Hotspots + type: list + required: false + + - name: peak_periods + label: Peak Periods + type: text + placeholder: "Seasonal patterns if any" + required: false + + - name: related_searches + label: Top Related Searches + type: list + min_items: 3 + max_items: 10 + required: true + + - name: social_platforms + label: Primary Social Platforms + type: list + required: false + + - name: hashtags + label: Relevant Hashtags + type: list + required: false + + - name: influencer_activity + label: Notable Influencers/Advocates + type: list + required: false + + - id: why_trending + title: Why It's Trending + required: true + fields: + - name: primary_drivers + label: Primary Drivers + type: repeatable_section + min_items: 2 + max_items: 5 + fields: + - name: driver_name + label: Driver Name + type: text + required: true + + - name: explanation + label: Explanation + type: text + required: true + + - name: functional_need + label: Functional Need Fulfilled + type: text + placeholder: "What problem it solves" + required: true + + - name: emotional_need + label: Emotional Need Fulfilled + type: text + placeholder: "How it makes people feel" + required: false + + - name: social_need + label: Social Need Fulfilled + type: text + placeholder: "Identity/status/belonging aspects" + required: false + + - name: target_demographics + label: Target Demographics + type: text + placeholder: "Age, gender, location, income" + required: true + + - name: target_psychographics + label: Target Psychographics + type: text + placeholder: "Values, interests, lifestyle" + required: true + + - name: pain_points + label: Pain Points + type: text + placeholder: "What they're struggling with" + required: true + + - id: market_landscape + title: Market Landscape + required: true + fields: + - name: market_size + label: Current Market Size + type: text + placeholder: "Size/revenue if available" + required: false + + - name: growth_rate + label: Growth Rate + type: text + placeholder: "Annual growth percentage" + required: false + + - name: projections + label: Future Projections + type: text + required: false + + - name: key_players + label: Key Players + type: repeatable_section + min_items: 1 + max_items: 5 + fields: + - name: company_name + label: Company/Brand Name + type: text + required: true + + - name: offering + label: What They Offer + type: text + required: true + + - name: positioning + label: Positioning + type: text + required: false + + - name: price_points + label: Price Points + type: repeatable_section + fields: + - name: tier + label: Tier + type: select + options: ["Budget", "Mid-range", "Premium"] + required: true + + - name: range + label: Price Range + type: text + required: true + + - name: market_gaps + label: Market Gaps + type: list + placeholder: "Underserved segments or needs" + required: true + + - id: trend_assessment + title: Trend Assessment + required: true + fields: + - name: sustainability_verdict + label: Sustainability Verdict + type: select + options: ["✅ Sustainable Trend", "⚠️ Monitor Closely", "❌ Likely Fad"] + required: true + + - name: evidence + label: Evidence + type: list + placeholder: "Positive indicators, risk factors, concerns" + required: true + + - name: market_size_score + label: Market Size Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: market_size_reasoning + label: Market Size Reasoning + type: text + required: true + + - name: competition_score + label: Competition Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: competition_reasoning + label: Competition Reasoning + type: text + required: true + + - name: barriers_score + label: Barriers to Entry Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: barriers_reasoning + label: Barriers Reasoning + type: text + required: true + + - name: timing_score + label: Timing Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: timing_reasoning + label: Timing Reasoning + type: text + required: true + + - name: alignment_score + label: Macro Trend Alignment Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: alignment_reasoning + label: Alignment Reasoning + type: text + required: true + + - id: recommendations + title: Strategic Recommendations + required: true + fields: + - name: entrepreneur_opportunity + label: Opportunity for Entrepreneurs + type: text + required: true + + - name: entrepreneur_approach + label: Approach for Entrepreneurs + type: list + min_items: 3 + required: true + + - name: entrepreneur_quick_test + label: Quick Test + type: text + placeholder: "Fast, low-cost way to validate" + required: false + + - name: content_creator_angles + label: Content Angles + type: list + required: false + + - name: content_creator_platforms + label: Best Platforms for Content + type: list + required: false + + - name: content_creator_keywords + label: SEO Keywords + type: list + required: false + + - name: investor_thesis + label: Investment Thesis + type: text + required: false + + - name: investor_companies + label: Companies to Watch + type: list + required: false + + - name: investor_timing + label: Investment Timing + type: select + options: ["Now", "Soon", "Wait"] + required: false + + - id: risk_factors + title: Risk Factors + required: true + fields: + - name: risks + label: Identified Risks + type: repeatable_section + min_items: 1 + max_items: 5 + fields: + - name: risk_name + label: Risk Name + type: text + required: true + + - name: description + label: Description + type: text + required: true + + - name: likelihood + label: Likelihood + type: select + options: ["High", "Medium", "Low"] + required: false + + - id: future_outlook + title: Future Outlook + required: true + fields: + - name: twelve_month_projection + label: 12-Month Projection + type: text + placeholder: "Where this trend is headed" + required: true + + - name: best_case + label: Best Case Scenario + type: text + required: false + + - name: most_likely + label: Most Likely Scenario + type: text + required: true + + - name: worst_case + label: Worst Case Scenario + type: text + required: false + + - id: sources + title: Sources & Data + required: true + fields: + - name: sources + label: Data Sources + type: list + required: true + + - name: analysis_date + label: Analysis Date + type: date + required: true + + - name: next_review + label: Next Review Date + type: text + placeholder: "Suggested follow-up timing" + required: false + +output: + format: markdown + filename_pattern: "trend-analysis-{trend_name}-{date}.md" + include_metadata_footer: true diff --git a/expansion-packs/bmad-trend-insights-platform/templates/trend-report-tmpl.yaml b/expansion-packs/bmad-trend-insights-platform/templates/trend-report-tmpl.yaml new file mode 100644 index 000000000..d67fc1fdf --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/templates/trend-report-tmpl.yaml @@ -0,0 +1,369 @@ +metadata: + name: Trend Insights Report + description: Comprehensive trend analysis report covering multiple trends, patterns, and opportunities + version: 1.0.0 + template_type: report + +sections: + - id: header + title: Report Header + required: true + fields: + - name: report_title + label: Report Title + type: text + placeholder: "Internet Pipes: Trend Insights Report - [Category]" + required: true + + - name: category + label: Category/Focus Area + type: text + placeholder: "e.g., Wellness, Technology, Food & Beverage" + required: true + + - name: report_date + label: Report Date + type: date + required: true + + - name: analysis_period + label: Analysis Period + type: text + placeholder: "e.g., Q4 2024 - Q1 2025" + required: true + + - id: executive_summary + title: Executive Summary + required: true + fields: + - name: overview + label: Overview + type: longtext + placeholder: "3-4 paragraphs covering: state of trends, key patterns, biggest opportunities, critical recommendations" + required: true + + - name: trends_analyzed + label: Number of Trends Analyzed + type: number + required: true + + - name: rising_stars + label: Rising Stars Count + type: number + required: false + + - name: hidden_gems + label: Hidden Gems Count + type: number + required: false + + - name: top_opportunities + label: Top 3 Recommended Opportunities + type: list + required: true + + - id: trending_now + title: Trending Now - Detailed Analysis + required: true + repeatable: true + min_items: 5 + max_items: 15 + fields: + - name: trend_name + label: Trend Name + type: text + required: true + + - name: status + label: Status + type: select + options: ["Emerging 🌱", "Rising 🚀", "Hot ⚡", "Mainstream 📊", "Declining 📉"] + required: true + + - name: opportunity_score + label: Opportunity Score (1-10) + type: number + min: 1 + max: 10 + required: true + + - name: description + label: What It Is + type: text + placeholder: "Clear 1-2 sentence description" + required: true + + - name: why_trending + label: Why It's Trending + type: list + placeholder: "List 2-3 primary drivers" + required: true + + - name: search_interest + label: Search Interest + type: select + options: ["Rising", "High", "Moderate", "Low", "Declining"] + required: true + + - name: market_size + label: Market Size + type: text + placeholder: "If available, e.g., $500M" + required: false + + - name: competition + label: Competition Level + type: select + options: ["Low", "Medium", "High"] + required: true + + - name: price_range + label: Price Range + type: text + placeholder: "e.g., $10-$50" + required: false + + - name: target_audience + label: Target Audience + type: text + placeholder: "Demographics and psychographics" + required: true + + - name: key_players + label: Key Players + type: list + placeholder: "Top 2-3 brands/companies" + required: false + + - name: market_gap + label: Market Gap + type: text + placeholder: "Specific underserved opportunity" + required: false + + - name: why_it_matters + label: Why It Matters + type: text + placeholder: "Strategic insight" + required: true + + - name: opportunity + label: Opportunity + type: text + placeholder: "Specific way to capitalize" + required: true + + - id: pattern_analysis + title: Pattern Analysis + required: true + fields: + - name: macro_themes + label: Macro Themes + type: repeatable_section + min_items: 2 + max_items: 5 + fields: + - name: theme_name + label: Theme Name + type: text + required: true + + - name: description + label: Description + type: text + required: true + + - name: trends_in_cluster + label: Trends in This Cluster + type: list + required: true + + - name: consumer_insight + label: What It Reveals + type: text + required: true + + - name: opportunity + label: Opportunity + type: text + required: true + + - name: consumer_insights + label: Consumer Behavior Insights + type: longtext + placeholder: "What people want, underlying needs (functional, emotional, social, novelty)" + required: true + + - id: opportunity_matrix + title: Opportunity Matrix + required: true + fields: + - name: sweet_spot + label: High Opportunity / Low Competition (Sweet Spot) + type: list + placeholder: "Trends offering best risk/reward" + required: true + + - name: competitive_play + label: High Opportunity / High Competition + type: list + placeholder: "Large markets but crowded" + required: false + + - name: niche_play + label: Low Competition / Low Opportunity (Niche) + type: list + placeholder: "Small but potentially loyal audiences" + required: false + + - name: avoid + label: High Competition / Low Opportunity (Avoid) + type: list + placeholder: "Oversaturated with limited upside" + required: false + + - id: strategic_recommendations + title: Strategic Recommendations + required: true + fields: + - name: top_opportunities + label: Top 3 Opportunities to Pursue + type: repeatable_section + min_items: 3 + max_items: 3 + fields: + - name: opportunity_name + label: Opportunity Name + type: text + required: true + + - name: reasoning + label: Why (Reasoning) + type: text + required: true + + - name: target_audience + label: Target Audience + type: text + required: true + + - name: go_to_market + label: Go-to-Market Strategy + type: text + required: true + + - name: investment_level + label: Investment Level + type: text + placeholder: "e.g., $5K, Low time commitment" + required: false + + - name: timeline + label: Expected Timeline + type: text + required: false + + - name: success_metrics + label: Success Metrics + type: text + required: false + + - name: quick_wins + label: Quick Wins (Start This Week) + type: list + required: true + + - name: content_strategy + label: Content Strategy + type: longtext + placeholder: "Topic clusters and SEO opportunities" + required: false + + - id: risk_assessment + title: Risk Assessment + required: true + fields: + - name: cautionary_trends + label: Trends to Watch Cautiously + type: list + required: false + + - name: potential_fads + label: Potential Fads + type: list + required: false + + - name: external_risks + label: External Risks + type: longtext + placeholder: "Regulatory, economic, cultural risks" + required: false + + - id: future_outlook + title: 6-Month Outlook + required: true + fields: + - name: likely_to_grow + label: Trends Likely to Grow + type: list + required: true + + - name: likely_to_peak + label: Trends Likely to Peak + type: list + required: false + + - name: emerging_signals + label: Emerging Signals to Monitor + type: list + required: false + + - id: methodology + title: Methodology & Sources + required: true + fields: + - name: data_sources + label: Data Sources + type: list + placeholder: "Google Trends, social media, news, e-commerce, etc." + required: true + + - name: analysis_period + label: Analysis Period + type: text + required: true + + - name: limitations + label: Limitations + type: text + required: false + + - id: next_steps + title: Next Steps + required: true + fields: + - name: immediate_actions + label: Immediate Actions (This Week) + type: checklist + required: true + + - name: short_term_actions + label: Short-term Actions (This Month) + type: checklist + required: false + + - name: long_term_actions + label: Long-term Actions (This Quarter) + type: checklist + required: false + + - name: deep_dive_recommendations + label: Trends Worth Deep-Diving + type: list + required: false + +output: + format: markdown + filename_pattern: "trend-report-{category}-{date}.md" + include_table_of_contents: true + include_metadata_footer: true diff --git a/package-lock.json b/package-lock.json index ba9542764..435891470 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "bmad-method", - "version": "4.43.0", + "version": "4.44.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "bmad-method", - "version": "4.43.0", + "version": "4.44.0", "license": "MIT", "dependencies": { "@kayvan/markdown-tree-parser": "^1.6.1", From 25d95d123886367ebe48ad93de61943fd9f3150a Mon Sep 17 00:00:00 2001 From: Stag Date: Sat, 25 Oct 2025 20:20:54 +0200 Subject: [PATCH 2/3] Add config.yaml for Trend Insights Platform expansion pack - Adds required config.yaml following BMAD expansion pack structure - Sets version 1.0.0 and slash prefix BmadTrend - Completes expansion pack integration requirements --- expansion-packs/bmad-trend-insights-platform/config.yaml | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 expansion-packs/bmad-trend-insights-platform/config.yaml diff --git a/expansion-packs/bmad-trend-insights-platform/config.yaml b/expansion-packs/bmad-trend-insights-platform/config.yaml new file mode 100644 index 000000000..a406f3a87 --- /dev/null +++ b/expansion-packs/bmad-trend-insights-platform/config.yaml @@ -0,0 +1,7 @@ +name: bmad-trend-insights-platform +version: 1.0.0 +short-title: Trend Insights Platform +description: Discover emerging trends using the Internet Pipes methodology - analyze digital footprints to find what people actually want +author: BMAD Community +slashPrefix: BmadTrend +markdownExploder: false From 48c658b7b736c48d955c5fd1114a896c080712bb Mon Sep 17 00:00:00 2001 From: Stag Date: Sat, 25 Oct 2025 21:28:20 +0200 Subject: [PATCH 3/3] Update package.json author name and add project brief for Trend Insights SaaS Platform --- package.json | 11 +- trend-insights-saas-project-brief.md | 656 +++++++++++++++++++++++++++ 2 files changed, 665 insertions(+), 2 deletions(-) create mode 100644 trend-insights-saas-project-brief.md diff --git a/package.json b/package.json index 0dd228f14..fb79a0c25 100644 --- a/package.json +++ b/package.json @@ -17,7 +17,7 @@ "url": "git+https://github.com/bmadcode/BMAD-METHOD.git" }, "license": "MIT", - "author": "Brian (BMad) Madison", + "author": "Brian (BMad)", "main": "tools/cli.js", "bin": { "bmad": "tools/bmad-npx-wrapper.js", @@ -107,5 +107,12 @@ }, "publishConfig": { "access": "public" - } + }, + "directories": { + "doc": "docs" + }, + "bugs": { + "url": "https://github.com/bmadcode/BMAD-METHOD/issues" + }, + "homepage": "https://github.com/bmadcode/BMAD-METHOD#readme" } diff --git a/trend-insights-saas-project-brief.md b/trend-insights-saas-project-brief.md new file mode 100644 index 000000000..43df2240f --- /dev/null +++ b/trend-insights-saas-project-brief.md @@ -0,0 +1,656 @@ +# Project Brief: Trend Insights SaaS Platform + +## Executive Summary + +**Project Name**: Trend Insights Platform (working title: "TrendPipe" or "SignalScout") + +**Vision**: Build a SaaS platform that democratizes trend discovery by automating the Internet Pipes methodology, enabling entrepreneurs, investors, and content creators to discover emerging opportunities before competitors. + +**Problem Statement**: +Traditional market research is expensive ($5K-$50K), slow (weeks to months), biased (focus group participants lie), and limited in scale. Meanwhile, billions of authentic digital signals are freely available every day, but most people lack the methodology and tools to extract actionable insights from them. + +**Solution**: +A SaaS platform that automates the Internet Pipes methodology to: +- Monitor multiple data sources (Google Trends, social media, e-commerce, news) +- Identify emerging trends using pattern recognition +- Validate trends across multiple independent sources +- Score opportunities based on market size, competition, timing, and feasibility +- Generate comprehensive trend reports with strategic recommendations + +**Target Market**: +- **Primary**: Solo entrepreneurs and small business owners (0-10 employees) looking for product/business opportunities +- **Secondary**: Content creators seeking trending topics, angel investors validating theses, product managers researching features + +**Business Model**: +- Freemium SaaS with tiered pricing +- Free: 3 trend searches/month, basic reports +- Pro ($29/mo): Unlimited searches, deep analysis, trend tracking, email alerts +- Team ($99/mo): Multiple users, API access, custom categories, priority support +- Enterprise ($299+/mo): White-label, custom integrations, dedicated analyst support + +**Success Metrics**: +- 1,000 users within 6 months +- 100 paying customers within 12 months +- $10K MRR within 18 months +- 40%+ freemium-to-paid conversion rate + +--- + +## Market Analysis + +### Market Opportunity + +**Total Addressable Market (TAM)**: +- 582M entrepreneurs globally (Global Entrepreneurship Monitor) +- 50M+ content creators (Linktree, 2024) +- Market research industry: $82B globally + +**Serviceable Addressable Market (SAM)**: +- English-speaking entrepreneurs using online tools: ~150M +- Tech-savvy solopreneurs and creators: ~30M +- Willing to pay for market research tools: ~5M + +**Serviceable Obtainable Market (SOM)**: +- Realistic Year 1 target: 10,000 users (0.03% of willing-to-pay segment) +- Realistic Year 1 paying: 1,000 customers (10% conversion) + +### Competitive Landscape + +**Direct Competitors**: + +1. **Exploding Topics** ($39-$199/mo) + - Strengths: Curated trending topics, good UI, established brand + - Weaknesses: Limited customization, no methodology training, expensive + - Differentiation: We provide methodology + automation + community + +2. **Google Trends** (Free) + - Strengths: Authoritative data, free, comprehensive + - Weaknesses: Requires manual analysis, no opportunity scoring, steep learning curve + - Differentiation: We add intelligence layer and actionable insights + +3. **TrendHunter** ($149-$449/mo) + - Strengths: Human-curated trends, innovation database + - Weaknesses: Very expensive, B2B focused, not entrepreneur-friendly + - Differentiation: We're accessible, automated, and entrepreneur-focused + +**Indirect Competitors**: +- Traditional market research firms (Gartner, Forrester) - too expensive for our market +- Reddit, Twitter monitoring tools - require manual synthesis +- SEO tools (Ahrefs, SEMrush) - search-focused, not trend-focused + +**Competitive Advantages**: +1. **Methodology-first**: We teach users the Internet Pipes framework, not just show data +2. **Automation + human insight**: Blend of automated data gathering and human-curated analysis +3. **Community-driven**: Users can share discovered trends, validate each other's findings +4. **Accessible pricing**: Start free, scale affordably +5. **Action-oriented**: Every report includes monetization strategies, not just insights + +### Market Validation + +**Evidence of Demand**: +- Exploding Topics has 100K+ users at $39-$199/mo (proven willingness to pay) +- Google Trends has 150M+ monthly users (proven interest in trend data) +- r/EntrepreneurRideAlong (500K members) constantly asks "what opportunities exist?" +- "Trend" + "business opportunity" keywords: 50K+ monthly searches + +**Early Validation Signals**: +- BMAD Trend Insights expansion pack demonstrates methodology works +- Demo report shows concrete value (4 trends analyzed with opportunity scores) +- Framework is teachable and repeatable +- Free tools exist, so data accessibility is proven + +--- + +## Product Vision + +### Core Features (MVP - Month 0-3) + +**1. Trend Discovery Engine** +- Input: Category/industry selection +- Process: Automated Google Trends analysis, social media monitoring (via APIs or web scraping) +- Output: List of 10-20 trending topics with basic metrics (search volume trend, social mentions) + +**2. Single Trend Deep-Dive** +- Input: Specific trend name +- Process: Multi-source validation (Google Trends, Reddit, Amazon, YouTube, news) +- Output: Comprehensive report with: + - Trend description and why it's emerging + - Target demographics + - Market size estimation + - Competition assessment + - Opportunity score (1-10) + - Monetization strategies + +**3. Trend Reports Dashboard** +- Save favorite trends +- Track trends over time +- Export reports (PDF, Markdown) +- Basic search and filtering + +**4. User Onboarding** +- Internet Pipes methodology tutorial +- Interactive walkthrough +- Example trend analysis (permanent jewelry from demo) + +### Phase 2 Features (Month 4-9) + +**5. Trend Comparison Tool** +- Side-by-side comparison of multiple trends +- Opportunity matrix visualization +- Recommendation engine + +**6. Automated Monitoring & Alerts** +- Set up trend trackers for specific categories +- Email/Slack alerts when new trends emerge +- Weekly trend digest + +**7. Niche Explorer** +- Discover underserved segments within broader trends +- Demographic niche suggestions +- Intersection opportunity finder + +**8. Trend Forecasting** +- Project 3-12 month trend trajectory +- Lifecycle stage identification +- Best entry timing recommendations + +### Phase 3 Features (Month 10-18) + +**9. Community Features** +- Share discovered trends with community +- Upvote/validate trends +- Discussion threads on specific trends +- User-contributed insights + +**10. API Access** +- Programmatic trend discovery +- Webhook notifications +- Custom integrations + +**11. Custom Data Sources** +- Add proprietary data sources +- Industry-specific monitoring +- Geographic targeting + +**12. Team Collaboration** +- Shared workspaces +- Team trend boards +- Role-based permissions +- Comment and annotation + +--- + +## Technical Overview + +### Architecture Approach + +**Frontend**: +- React/Next.js (SEO-friendly, modern) +- Tailwind CSS (rapid UI development) +- Recharts or D3.js (data visualization) +- Deploy: Vercel or Netlify + +**Backend** (Supabase-Powered): +- **Supabase** as primary backend infrastructure: + - PostgreSQL database (structured data: users, reports, trends, saved searches) + - Built-in authentication (email/password, OAuth providers) + - Row-level security (RLS) for multi-tenant data isolation + - Real-time subscriptions (live trend updates) + - Storage for report exports (PDFs, CSVs) + - Edge Functions for serverless backend logic + - Auto-generated REST & GraphQL APIs +- **Redis/Upstash** (optional caching layer for heavy computations) +- **Supabase Edge Functions** or **Vercel Edge Functions** for API routes + +**Data Pipeline**: +- **Supabase Edge Functions** or **Python Cloud Functions** for scheduled data gathering +- **Google Trends API** via Pytrends library (Python) +- **Reddit API** (PRAW for Python or Snoowrap for JS) +- **YouTube Data API** (official Google API) +- **News API** or web scraping (BeautifulSoup, Playwright) +- **OpenAI API** or **Anthropic API** for trend analysis and report generation +- **Supabase Database Functions** for complex queries and data aggregation + +**Authentication & Payments**: +- **Auth**: Supabase Auth (email/password, Google, GitHub OAuth) +- **Payments**: Stripe (subscription management, webhooks) +- **Email**: Resend or SendGrid (transactional emails) +- **User Management**: Supabase Auth + custom user metadata in PostgreSQL + +### Data Strategy + +**Data Sources**: +1. **Free APIs**: Google Trends (via Pytrends), Reddit API, YouTube Data API, HackerNews API +2. **Web Scraping**: Amazon Best Sellers, Etsy trending, TikTok hashtags (use responsibly) +3. **News Aggregation**: NewsAPI, RSS feeds +4. **LLM Enhancement**: Use GPT-4/Claude to synthesize insights from raw data + +**Data Storage** (Supabase PostgreSQL): +- **User data**: Supabase Auth tables + custom profiles table +- **Trend data**: PostgreSQL with JSONB fields for flexible schema +- **Reports & searches**: PostgreSQL with full-text search enabled +- **Time-series metrics**: PostgreSQL with TimescaleDB extension (Supabase supports extensions) +- **File storage**: Supabase Storage (report PDFs, CSVs, user uploads) +- **Cached results**: Supabase's built-in caching + optional Redis/Upstash (24-hour TTL) +- **Real-time data**: Supabase Realtime for live trend updates + +### Scalability Considerations (Supabase-Powered) + +**MVP (0-1K users)** - Supabase Free Tier: +- Supabase Free tier (500MB database, 1GB file storage, 50K monthly active users) +- Vercel Free tier for frontend +- Manual data gathering with scheduled Edge Functions +- Simple query caching via Supabase + +**Growth (1K-10K users)** - Supabase Pro ($25/mo): +- Upgrade to Supabase Pro (8GB database, 100GB file storage, 100K MAU) +- Background job queue via Supabase Edge Functions + pg_cron +- Vercel Pro for better performance +- Database connection pooling enabled +- CDN for static assets (Vercel Edge Network) + +**Scale (10K-50K users)** - Supabase Team/Enterprise: +- Supabase dedicated database instance +- Database read replicas for analytics queries +- Separate data pipeline (Python workers or dedicated Edge Functions) +- Advanced caching with Upstash Redis +- Point-in-time recovery enabled + +**Scale (50K+ users)** - Multi-Region: +- Multi-region Supabase deployment (US + EU) +- Microservices architecture (separate data pipeline service) +- Supabase Edge Functions at scale +- Database sharding for trend data (by category or time period) +- Advanced monitoring (Supabase Logs + Sentry) + +### Why Supabase is Perfect for This SaaS + +**Cost-Effective MVP** 💰: +- **Free tier**: 500MB DB + 1GB storage + 50K MAU = $0/mo until product-market fit +- **Pro tier**: Only $25/mo for 100K users (vs. $50-200/mo for separate DB + auth + storage) +- **Predictable scaling**: Clear pricing tiers as you grow + +**Built-in Features Save Development Time** ⚡: +- **Authentication**: Email/password + OAuth in hours, not weeks +- **APIs**: Auto-generated REST & GraphQL APIs (no backend coding needed) +- **Real-time**: Live trend updates without WebSocket infrastructure +- **Storage**: File uploads for exports without S3 setup +- **Row-level security**: Multi-tenant security built-in + +**Developer Experience** 🚀: +- **TypeScript SDK**: Type-safe database queries with auto-completion +- **Database Studio**: Visual database management (no SQL needed for basic ops) +- **Local development**: Supabase CLI for local testing +- **Migration system**: Version-controlled database schema +- **Excellent docs**: Comprehensive documentation and examples + +**SaaS-Specific Benefits** 🎯: +- **Multi-tenancy**: RLS policies ensure users only see their data +- **Subscription tracking**: Easy integration with Stripe webhooks +- **Usage analytics**: Track API usage per user for billing +- **Instant APIs**: Create new features without backend deployments +- **Edge Functions**: Serverless functions for data pipelines + +**Example Supabase Tables for This SaaS**: +```sql +-- Users (handled by Supabase Auth automatically) +-- profiles table (extends auth.users) +profiles: + - id (uuid, references auth.users) + - subscription_tier (text: 'free', 'pro', 'team', 'enterprise') + - stripe_customer_id (text) + - created_at (timestamp) + - usage_this_month (integer) + +-- Saved trends +saved_trends: + - id (uuid, primary key) + - user_id (uuid, references auth.users) + - trend_name (text) + - category (text) + - opportunity_score (integer) + - last_checked (timestamp) + - created_at (timestamp) + +-- Generated reports +reports: + - id (uuid, primary key) + - user_id (uuid, references auth.users) + - report_type (text: 'discovery', 'deep-dive', 'comparison', 'forecast') + - trends_analyzed (jsonb) + - report_data (jsonb) + - pdf_url (text, references storage.objects) + - created_at (timestamp) + +-- Trend data cache +trend_cache: + - trend_name (text, primary key) + - search_volume_data (jsonb) + - social_mentions (jsonb) + - last_updated (timestamp) + - expires_at (timestamp) +``` + +**RLS Policy Example** (ensures users only see their own data): +```sql +-- Users can only see their own saved trends +CREATE POLICY "Users can view own saved trends" +ON saved_trends FOR SELECT +USING (auth.uid() = user_id); + +-- Users can only insert their own trends +CREATE POLICY "Users can insert own saved trends" +ON saved_trends FOR INSERT +WITH CHECK (auth.uid() = user_id); +``` + +--- + +## Go-to-Market Strategy + +### Launch Plan + +**Pre-Launch (Month -2 to 0)**: +1. Build MVP with core features (trend discovery + deep-dive) +2. Create 10 high-quality demo trend reports (beyond permanent jewelry) +3. Build landing page with email signup +4. Write 5 blog posts on trend discovery methodology +5. Reach out to 50 potential beta users from entrepreneur communities + +**Launch (Month 1-3)**: +1. **Beta Launch**: 100 beta users, gather feedback +2. **Public Launch**: Product Hunt launch, Reddit (r/Entrepreneur, r/SideProject) +3. **Content Marketing**: Publish weekly trend reports, SEO-optimized +4. **Community Building**: Start Discord/Slack for early users +5. **Partnerships**: Reach out to startup accelerators, business coaches + +**Growth (Month 4-12)**: +1. **Paid Acquisition**: Google Ads, Facebook Ads (target entrepreneurs) +2. **Content Flywheel**: User-generated trend reports become SEO content +3. **Referral Program**: Existing users invite others for credits +4. **Affiliate Program**: Business coaches, YouTubers promote for commission +5. **PR**: Pitch to tech blogs, entrepreneur publications + +### Pricing Strategy + +**Tier 1: Free** (Freemium hook) +- 3 trend searches per month +- Basic trend reports (text only, no deep analysis) +- Access to community-discovered trends +- Email newsletter with weekly trends + +**Tier 2: Pro - $29/mo** (Target: Solo entrepreneurs) +- Unlimited trend searches +- Deep-dive analysis reports +- Trend comparison tool +- Automated monitoring (5 tracked trends) +- Priority email support +- Export to PDF/Markdown + +**Tier 3: Team - $99/mo** (Target: Small teams, agencies) +- Everything in Pro +- 5 team members +- Unlimited tracked trends +- API access (1,000 requests/day) +- Custom categories +- Slack integration +- Dedicated support + +**Tier 4: Enterprise - $299+/mo** (Target: Larger companies, consultants) +- Everything in Team +- Unlimited team members +- White-label reports +- Custom data source integration +- Priority data processing +- Dedicated account manager +- Custom contract terms + +**Annual Billing Discount**: 20% off (increases LTV, reduces churn) + +### Customer Acquisition Cost (CAC) Targets + +- **Organic (SEO/Content)**: $5-10 per user (free tier), $50-100 per paying customer +- **Paid Ads**: $20-30 per user (free tier), $150-250 per paying customer +- **Referral**: $5-15 per user (incentive cost) +- **Blended CAC Target**: $75 per paying customer + +**Payback Period**: 3-6 months (acceptable for SaaS) + +--- + +## Financial Projections + +### Startup Costs (Month 0-3) + +**Development**: +- Developer time (if hiring): $15K-30K (or sweat equity if solo founder) +- Design/UX: $2K-5K (Figma, icons, branding) +- Tools & Services: $100-200/mo (Supabase free tier, Vercel free tier, OpenAI API for LLM, dev tools) + - Supabase: $0/mo (free tier until 50K MAU) + - Vercel: $0/mo (free tier) + - OpenAI API: $50-100/mo (GPT-4 for trend analysis, start with GPT-3.5 for cheaper) + - Domain: $15/year + - Email service: $0-20/mo (Resend free tier or SendGrid) + - Monitoring: $0 (Supabase Logs free tier) + +**Marketing**: +- Landing page: $500 (domain, hosting, tools) +- Content creation: $1K (blog posts, demo reports) +- Ads budget: $1K (initial testing) + +**Legal & Admin**: +- Business formation: $500 +- Terms of service / Privacy policy: $500 + +**Total MVP Cost**: $20K-40K (or **$2-3K if solo bootstrapped with sweat equity + Supabase free tier**) + +**Cost Breakdown (Bootstrap Path)**: +- Supabase + Vercel: $0/mo (free tiers) +- OpenAI API: $50-100/mo × 3 months = $150-300 +- Domain + email: $50 +- Design assets: $500 (icons, stock images, Figma) +- Legal templates: $500 +- Marketing/ads: $1,000 +- **Total**: ~$2,200-2,850 for MVP + +### Revenue Projections (Conservative) + +**Month 6**: +- Users: 1,000 (500 organic, 500 paid acquisition) +- Paying customers: 50 (5% conversion) +- MRR: $1,500 ($29 avg × 50) + +**Month 12**: +- Users: 5,000 +- Paying customers: 250 (5% conversion) +- MRR: $7,500 + +**Month 18**: +- Users: 10,000 +- Paying customers: 600 (6% conversion after optimization) +- MRR: $18,000 +- ARR: $216K + +**Month 24**: +- Users: 25,000 +- Paying customers: 1,500 (6% conversion) +- MRR: $45,000 +- ARR: $540K + +### Unit Economics + +**Customer Lifetime Value (LTV)**: +- Avg subscription: $29/mo +- Avg customer lifetime: 18 months (estimated) +- Gross margin: 85% (after hosting, APIs, payment fees) +- LTV: $29 × 18 × 0.85 = $444 + +**Customer Acquisition Cost (CAC)**: +- Blended CAC target: $75 + +**LTV:CAC Ratio**: 5.9:1 (healthy, target is >3:1) + +**Monthly Churn Target**: 5% (aggressive for early stage, aim to reduce to 3%) + +--- + +## Team & Resources + +### Roles Needed (MVP Stage) + +**Solo Founder Path**: +- Founder: Full-stack developer + product + marketing (you!) +- AI Assistants: Use ChatGPT/Claude for content, coding, design +- Contractors: Designer (Fiverr/Upwork for branding) + +**Co-Founder Path**: +- Technical Co-Founder: Backend + data pipeline +- Product Co-Founder: Frontend + UX + go-to-market + +### Roles Needed (Post-Launch) + +**Month 6-12**: +- Part-time Content Marketer ($2K-3K/mo) +- Part-time Customer Support ($1K-2K/mo) + +**Month 12-24**: +- Full-time Developer ($60K-80K/year) +- Full-time Marketing Manager ($50K-70K/year) +- Data Analyst / Trend Curator ($40K-60K/year) + +### Advisory Needs + +- SaaS Growth Advisor (equity-based) +- Data Science / ML Advisor (equity-based) +- Market Research Industry Expert (paid consulting) + +--- + +## Risks & Mitigations + +### Technical Risks + +**Risk 1: Data Source Reliability** +- **Mitigation**: Use multiple redundant data sources, build scrapers defensively, cache aggressively + +**Risk 2: API Rate Limits** +- **Mitigation**: Implement smart caching, rotate API keys, offer "request trend analysis" vs. real-time + +**Risk 3: LLM API Costs** +- **Mitigation**: Cache LLM outputs, use smaller models for simple tasks, consider self-hosted models at scale + +### Market Risks + +**Risk 4: Low Willingness to Pay** +- **Mitigation**: Prove value with free tier, showcase ROI case studies, offer money-back guarantee + +**Risk 5: Competitor Response** +- **Mitigation**: Build community moat, focus on methodology education, move fast on features + +**Risk 6: Market Saturation** +- **Mitigation**: Niche down initially (e.g., "trend discovery for e-commerce entrepreneurs"), expand later + +### Business Risks + +**Risk 7: Slow User Growth** +- **Mitigation**: Aggressive content marketing, SEO focus, paid ads testing, referral program + +**Risk 8: High Churn** +- **Mitigation**: Onboarding excellence, regular value delivery (weekly trend emails), community engagement + +**Risk 9: Monetization Challenges** +- **Mitigation**: Test pricing early, offer annual plans, add high-value features to paid tiers + +--- + +## Success Criteria + +### MVP Success (Month 3) +- ✅ Product live with core features +- ✅ 100 beta users signed up +- ✅ 10 demo trend reports published +- ✅ 5+ testimonials from beta users +- ✅ <2 critical bugs reported + +### Launch Success (Month 6) +- ✅ 1,000 total users +- ✅ 50 paying customers +- ✅ $1,500 MRR +- ✅ Product Hunt top 5 of the day +- ✅ 10 blog posts published (SEO content) + +### Product-Market Fit (Month 12) +- ✅ 5,000 total users +- ✅ 250 paying customers +- ✅ $7,500 MRR +- ✅ <5% monthly churn +- ✅ 40% of users return weekly +- ✅ NPS score >40 + +### Growth Stage (Month 18-24) +- ✅ 10,000+ total users +- ✅ 600+ paying customers +- ✅ $18,000+ MRR +- ✅ Profitable (revenue > costs) +- ✅ Clear path to $100K ARR + +--- + +## Next Steps + +### Immediate Actions (This Week) +1. ✅ Review this project brief and refine based on your vision +2. ⬜ Decide: Solo founder or seek co-founder? +3. ⬜ Choose tech stack based on your skills +4. ⬜ Create MVP feature spec (use BMAD PM agent to create PRD) +5. ⬜ Design database schema +6. ⬜ Set up development environment + +### Short-term Actions (This Month) +1. ⬜ Build landing page with email capture +2. ⬜ Create 3 demo trend reports (permanent jewelry, glowing sunscreen, berberine) +3. ⬜ Start building MVP (focus on trend discovery engine first) +4. ⬜ Write 2 blog posts on Internet Pipes methodology +5. ⬜ Identify 20 potential beta users + +### Long-term Actions (This Quarter) +1. ⬜ Complete MVP development +2. ⬜ Recruit 100 beta users +3. ⬜ Gather feedback, iterate on product +4. ⬜ Prepare for public launch +5. ⬜ Set up payment infrastructure (Stripe) + +--- + +## Appendix: Key Questions to Answer + +Before proceeding with PRD and Architecture, clarify: + +**Product Decisions**: +- Should we start with web app only, or mobile-first? +- How automated vs. manual should trend analysis be (100% automated vs. human-curated)? +- Should we build a Chrome extension for quick trend lookups? + +**Business Decisions**: +- Bootstrap or raise funding? +- Solo founder or co-founder search? +- Full-time or side project initially? + +**Market Decisions**: +- Which customer segment to target first (entrepreneurs vs. investors vs. content creators)? +- Which geographic market (US-only vs. global from day 1)? +- Which categories to support initially (limit to 5-10 verticals or open-ended)? + +**Technical Decisions**: +- ✅ **Backend**: Supabase (PostgreSQL + Auth + Storage + Edge Functions) - RECOMMENDED +- Build custom data pipeline or use existing trend APIs? (Recommended: Start with APIs, build custom later) +- Use GPT-4, Claude, or open-source models for analysis? (Recommended: Start with GPT-3.5-turbo for cost, upgrade to GPT-4 for quality) +- Prioritize speed (simple MVP) vs. quality (polished product)? (Recommended: Speed first, then iterate based on feedback) + +--- + +**Status**: Draft v1.1 - Updated with Supabase backend architecture +**Tech Stack**: Next.js + Supabase + Stripe + OpenAI/Anthropic +**Next**: Use BMAD PM agent to create comprehensive PRD from this brief +**Contact**: [Your contact info] +