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fix(workflows): remove hardcoded years from WebSearch queries (#1040) 

* update 2024 to 2025

* fix(workflows): remove hardcoded years from WebSearch queries

Years in search queries (2024/2025) do not improve results - search
engines already prioritize current documentation. Tested all patterns
and confirmed identical quality results with/without years.

Removes years from:
- step-03-starter.md (5 queries)
- step-04-decisions.md (2 queries)
- game-architecture/instructions.md (2 queries)

Leaves file-utils.md unchanged (test fixture data, not a search query).

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(workflows): remove year placeholders from research WebSearch queries

Search engines return current results regardless of year - removes
{{current_year}} and hardcoded 2025 from step-05-technical-trends.md

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* refactor(workflows): replace {{current_year}} with semantic alternatives

Replaces year placeholder with context-appropriate wording:
- 'current data' for up-to-date information
- 'web searches' without year qualifier
- Updated failure mode to focus on using web searches

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(workflows): clarify failure mode about stale training data

Rephrased to explicitly mention training data cutoff as the reason
to use web searches for current technology trends.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* refactor(workflows): make web search references platform-agnostic

- Remove hardcoded year references from WebSearch queries
- Replace `WebSearch` tool name with natural language "search the web"
- Soften "training data is stale" to "verify and supplement your knowledge"
- Add web search prerequisite check to research workflow
- Add platform-agnostic design note to CLAUDE.md

This framework targets 15+ agentic platforms, not just Claude Code.
Tool-specific syntax like `WebSearch:` won't work across all platforms.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(research): clean up prompts and routing

---------

Co-authored-by: Pomazan Bohdan <pomazan.bogdan@gmail.com>
Co-authored-by: Brian <bmadcode@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
This commit is contained in:
Alex Verkhovsky 2025-12-06 10:37:50 -08:00 committed by GitHub
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commit e979b47fe5
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26 changed files with 420 additions and 413 deletions
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1
src/core/workflows/party-mode/steps/step-03-graceful-exit.md
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@ -95,7 +95,6 @@ stepsCompleted: [1, 2, 3]
workflowType: 'party-mode' workflowType: 'party-mode'
user_name: '{{user_name}}' user_name: '{{user_name}}'
date: '{{date}}' date: '{{date}}'
current_year: '{{current_year}}'
agents_loaded: true agents_loaded: true
party_active: false party_active: false
workflow_completed: true workflow_completed: true

3
src/core/workflows/party-mode/workflow.md
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@ -31,7 +31,7 @@ Load config from `{project-root}/{bmad_folder}/bmm/config.yaml` and resolve:
- `project_name`, `output_folder`, `user_name` - `project_name`, `output_folder`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level` - `communication_language`, `document_output_language`, `user_skill_level`
- `date`, `current_year`, `current_month` as system-generated values - `date` as a system-generated value
- Agent manifest path: `{project-root}/{bmad_folder}/_cfg/agent-manifest.csv` - Agent manifest path: `{project-root}/{bmad_folder}/_cfg/agent-manifest.csv`
### Paths ### Paths
@ -118,7 +118,6 @@ stepsCompleted: [1]
workflowType: 'party-mode' workflowType: 'party-mode'
user_name: '{{user_name}}' user_name: '{{user_name}}'
date: '{{date}}' date: '{{date}}'
current_year: '{{current_year}}'
agents_loaded: true agents_loaded: true
party_active: true party_active: true
exit_triggers: ['*exit', 'goodbye', 'end party', 'quit'] exit_triggers: ['*exit', 'goodbye', 'end party', 'quit']

16
src/modules/bmgd/workflows/3-technical/game-architecture/instructions.md
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@ -140,14 +140,14 @@ I see {{epic_count}} epics with {{story_count}} total stories.
</check> </check>
<action>Search for relevant starter templates with websearch, examples: <action>Search for relevant starter templates with websearch, examples:
<WebSearch>{{primary_technology}} starter template CLI create command latest {date}</WebSearch> Search the web: "{{primary_technology}} starter template CLI create command latest"
<WebSearch>{{primary_technology}} boilerplate generator latest options</WebSearch> Search the web: "{{primary_technology}} boilerplate generator latest options"
</action> </action>
<check if="starter_templates_found"> <check if="starter_templates_found">
<action>Investigate what each starter provides: <action>Investigate what each starter provides:
<WebSearch>{{starter_name}} default setup technologies included latest</WebSearch> Search the web: "{{starter_name}} default setup technologies included latest"
<WebSearch>{{starter_name}} project structure file organization</WebSearch> Search the web: "{{starter_name}} project structure file organization"
</action> </action>
<check if="{user_skill_level} == 'expert'"> <check if="{user_skill_level} == 'expert'">
@ -176,7 +176,7 @@ I see {{epic_count}} epics with {{story_count}} total stories.
<check if="user_accepts_starter"> <check if="user_accepts_starter">
<action>Get current starter command and options: <action>Get current starter command and options:
<WebSearch>{{starter_name}} CLI command options flags latest 2024</WebSearch> Search the web: "{{starter_name}} CLI command options flags latest"
</action> </action>
<action>Document the initialization command: <action>Document the initialization command:
@ -282,7 +282,7 @@ Let's work through the remaining {{remaining_count}} decisions."
<step n="4" goal="Facilitate collaborative decision making" repeat="for-each-decision"> <step n="4" goal="Facilitate collaborative decision making" repeat="for-each-decision">
<critical>Each decision must be made WITH the user, not FOR them</critical> <critical>Each decision must be made WITH the user, not FOR them</critical>
<critical>ALWAYS verify current versions using WebSearch - NEVER trust hardcoded versions</critical> <critical>ALWAYS search the web to verify current versions - NEVER trust hardcoded versions</critical>
<action>For each decision in priority order:</action> <action>For each decision in priority order:</action>
@ -327,8 +327,8 @@ Let's work through the remaining {{remaining_count}} decisions."
<check if="decision_involves_specific_technology"> <check if="decision_involves_specific_technology">
<action>Verify current stable version: <action>Verify current stable version:
<WebSearch>{{technology}} latest stable version 2024</WebSearch> Search the web: "{{technology}} latest stable version"
<WebSearch>{{technology}} current LTS version</WebSearch> Search the web: "{{technology}} current LTS version"
</action> </action>
<action>Update decision record with verified version: <action>Update decision record with verified version:

16
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-01-init.md
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@ -25,7 +25,7 @@
- **Research topic = "{{research_topic}}"** - discovered from initial discussion - **Research topic = "{{research_topic}}"** - discovered from initial discussion
- **Research goals = "{{research_goals}}"** - captured from initial discussion - **Research goals = "{{research_goals}}"** - captured from initial discussion
- Focus on industry/domain analysis with web research - Focus on industry/domain analysis with web research
- Web search capabilities with {{current_year}} data are enabled - Web search is required to verify and supplement your knowledge with current facts
## YOUR TASK: ## YOUR TASK:
@ -48,7 +48,7 @@ Start with domain scope understanding:
**Research Approach:** **Research Approach:**
- Current {{current_year}} web data with rigorous source verification - All claims verified against current public sources
- Multi-source validation for critical domain claims - Multi-source validation for critical domain claims
- Confidence levels for uncertain domain information - Confidence levels for uncertain domain information
- Comprehensive domain coverage with industry-specific insights - Comprehensive domain coverage with industry-specific insights
@ -66,7 +66,7 @@ For **{{research_topic}}**, I will research:
✅ **Economic Factors** - market size, growth projections, economic impact ✅ **Economic Factors** - market size, growth projections, economic impact
✅ **Supply Chain Analysis** - value chain, ecosystem, partnerships ✅ **Supply Chain Analysis** - value chain, ecosystem, partnerships
**All using current {{current_year}} web data with source verification.** **All claims verified against current public sources.**
**Does this domain research scope and approach align with your goals?** **Does this domain research scope and approach align with your goals?**
[C] Continue - Begin domain research with this scope [C] Continue - Begin domain research with this scope
@ -77,7 +77,7 @@ For **{{research_topic}}**, I will research:
- Document scope confirmation in research file - Document scope confirmation in research file
- Update frontmatter: `stepsCompleted: [1]` - Update frontmatter: `stepsCompleted: [1]`
- Load: `./step-02-industry-analysis.md` - Load: `./step-02-domain-analysis.md`
## APPEND TO DOCUMENT: ## APPEND TO DOCUMENT:
@ -99,7 +99,7 @@ When user selects 'C', append scope confirmation:
**Research Methodology:** **Research Methodology:**
- Current {{current_year}} web data with rigorous source verification - All claims verified against current public sources
- Multi-source validation for critical domain claims - Multi-source validation for critical domain claims
- Confidence level framework for uncertain information - Confidence level framework for uncertain information
- Comprehensive domain coverage with industry-specific insights - Comprehensive domain coverage with industry-specific insights
@ -111,7 +111,7 @@ When user selects 'C', append scope confirmation:
✅ Domain research scope clearly confirmed with user ✅ Domain research scope clearly confirmed with user
✅ All domain analysis areas identified and explained ✅ All domain analysis areas identified and explained
✅ Research methodology with {{current_year}} data emphasized ✅ Research methodology emphasized
✅ [C] continue option presented and handled correctly ✅ [C] continue option presented and handled correctly
✅ Scope confirmation documented when user proceeds ✅ Scope confirmation documented when user proceeds
✅ Proper routing to next domain research step ✅ Proper routing to next domain research step
@ -120,7 +120,7 @@ When user selects 'C', append scope confirmation:
❌ Not clearly confirming domain research scope with user ❌ Not clearly confirming domain research scope with user
❌ Missing critical domain analysis areas ❌ Missing critical domain analysis areas
❌ Not emphasizing {{current_year}} web data requirement ❌ Not explaining that web search is required for current facts
❌ Not presenting [C] continue option ❌ Not presenting [C] continue option
❌ Proceeding without user scope confirmation ❌ Proceeding without user scope confirmation
❌ Not routing to next domain research step ❌ Not routing to next domain research step
@ -131,6 +131,6 @@ When user selects 'C', append scope confirmation:
## NEXT STEP: ## NEXT STEP:
After user selects 'C', load `./step-02-industry-analysis.md` to begin industry analysis with current {{current_year}} web data. After user selects 'C', load `./step-02-domain-analysis.md` to begin industry analysis.
Remember: This is SCOPE CONFIRMATION ONLY - no actual domain research yet, just confirming the research approach and scope! Remember: This is SCOPE CONFIRMATION ONLY - no actual domain research yet, just confirming the research approach and scope!

36
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-02-domain-analysis.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current industry data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN INDUSTRY ANALYST, not content generator - 📋 YOU ARE AN INDUSTRY ANALYST, not content generator
- 💬 FOCUS on market size, growth, and industry dynamics - 💬 FOCUS on market size, growth, and industry dynamics
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,7 +31,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct industry analysis focusing on market size, growth, and industry dynamics using current {{current_year}} web data with rigorous source verification. Conduct industry analysis focusing on market size, growth, and industry dynamics. Search the web to verify and supplement current facts.
## INDUSTRY ANALYSIS SEQUENCE: ## INDUSTRY ANALYSIS SEQUENCE:
@ -40,7 +40,7 @@ Conduct industry analysis focusing on market size, growth, and industry dynamics
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different industry areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different industry areas simultaneously and thoroughly.
Start with industry research approach: Start with industry research approach:
"Now I'll conduct **industry analysis** for **{{research_topic}}** using current {{current_year}} web data to understand market dynamics. "Now I'll conduct **industry analysis** for **{{research_topic}}** to understand market dynamics.
**Industry Analysis Focus:** **Industry Analysis Focus:**
@ -56,10 +56,10 @@ Start with industry research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} market size value {{current_year}}"` Search the web: "{{research_topic}} market size value"
`WebSearch: "{{research_topic}} market growth rate dynamics {{current_year}}"` Search the web: "{{research_topic}} market growth rate dynamics"
`WebSearch: "{{research_topic}} market segmentation structure {{current_year}}"` Search the web: "{{research_topic}} market segmentation structure"
`WebSearch: "{{research_topic}} industry trends evolution {{current_year}}"` Search the web: "{{research_topic}} industry trends evolution"
**Analysis approach:** **Analysis approach:**
@ -104,11 +104,11 @@ When saving to document, append these Level 2 and Level 3 sections:
### Market Size and Valuation ### Market Size and Valuation
[Market size analysis with source citations] [Market size analysis with source citations]
_Total Market Size: [Current market valuation with {{current_year}} data]_ _Total Market Size: [Current market valuation]_
_Growth Rate: [CAGR and market growth projections]_ _Growth Rate: [CAGR and market growth projections]_
_Market Segments: [Size and value of key market segments]_ _Market Segments: [Size and value of key market segments]_
_Economic Impact: [Economic contribution and value creation]_ _Economic Impact: [Economic contribution and value creation]_
_Source: [URL with {{current_year}} market size data]_ _Source: [URL]_
### Market Dynamics and Growth ### Market Dynamics and Growth
@ -117,7 +117,7 @@ _Growth Drivers: [Key factors driving market growth]_
_Growth Barriers: [Factors limiting market expansion]_ _Growth Barriers: [Factors limiting market expansion]_
_Cyclical Patterns: [Industry seasonality and cycles]_ _Cyclical Patterns: [Industry seasonality and cycles]_
_Market Maturity: [Life cycle stage and development phase]_ _Market Maturity: [Life cycle stage and development phase]_
_Source: [URL with {{current_year}} market dynamics data]_ _Source: [URL]_
### Market Structure and Segmentation ### Market Structure and Segmentation
@ -126,7 +126,7 @@ _Primary Segments: [Key market segments and their characteristics]_
_Sub-segment Analysis: [Detailed breakdown of market sub-segments]_ _Sub-segment Analysis: [Detailed breakdown of market sub-segments]_
_Geographic Distribution: [Regional market variations and concentrations]_ _Geographic Distribution: [Regional market variations and concentrations]_
_Vertical Integration: [Supply chain and value chain structure]_ _Vertical Integration: [Supply chain and value chain structure]_
_Source: [URL with {{current_year}} market structure data]_ _Source: [URL]_
### Industry Trends and Evolution ### Industry Trends and Evolution
@ -135,7 +135,7 @@ _Emerging Trends: [Current industry developments and transformations]_
_Historical Evolution: [Industry development over recent years]_ _Historical Evolution: [Industry development over recent years]_
_Technology Integration: [How technology is changing the industry]_ _Technology Integration: [How technology is changing the industry]_
_Future Outlook: [Projected industry developments and changes]_ _Future Outlook: [Projected industry developments and changes]_
_Source: [URL with {{current_year}} industry trends data]_ _Source: [URL]_
### Competitive Dynamics ### Competitive Dynamics
@ -144,14 +144,14 @@ _Market Concentration: [Level of market consolidation and competition]_
_Competitive Intensity: [Degree of competition and rivalry]_ _Competitive Intensity: [Degree of competition and rivalry]_
_Barriers to Entry: [Obstacles for new market entrants]_ _Barriers to Entry: [Obstacles for new market entrants]_
_Innovation Pressure: [Rate of innovation and change]_ _Innovation Pressure: [Rate of innovation and change]_
_Source: [URL with {{current_year}} competitive dynamics data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **industry analysis** using current {{current_year}} data to understand market dynamics for {{research_topic}}. "I've completed **industry analysis** for {{research_topic}}.
**Key Industry Findings:** **Key Industry Findings:**
@ -190,7 +190,7 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in industry web searches ❌ Relying on training data instead of web search for current facts
❌ Missing critical market size or growth data ❌ Missing critical market size or growth data
❌ Incomplete market structure analysis ❌ Incomplete market structure analysis
❌ Not identifying key industry trends ❌ Not identifying key industry trends
@ -208,7 +208,7 @@ Content is already written to document when generated in step 4. No additional a
- Use authoritative sources (market research firms, industry associations) - Use authoritative sources (market research firms, industry associations)
- Analyze market size, growth rates, and segmentation data - Analyze market size, growth rates, and segmentation data
- Study industry trends and evolution patterns - Study industry trends and evolution patterns
- Focus on current {{current_year}} industry data - Search the web to verify facts
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -225,4 +225,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-competitive-landscape.md` to analyze competitive landscape, key players, and ecosystem analysis for {{research_topic}}. After user selects 'C', load `./step-03-competitive-landscape.md` to analyze competitive landscape, key players, and ecosystem analysis for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} industry data with rigorous source verification! Remember: Always write research content to document immediately and search the web to verify facts!

36
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-03-competitive-landscape.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current competitive data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator - 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
- 💬 FOCUS on key players, market share, and competitive dynamics - 💬 FOCUS on key players, market share, and competitive dynamics
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,7 +31,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct competitive landscape analysis focusing on key players, market share, and competitive dynamics using current {{current_year}} web data with rigorous source verification. Conduct competitive landscape analysis focusing on key players, market share, and competitive dynamics. Search the web to verify and supplement current facts.
## COMPETITIVE LANDSCAPE ANALYSIS SEQUENCE: ## COMPETITIVE LANDSCAPE ANALYSIS SEQUENCE:
@ -40,7 +40,7 @@ Conduct competitive landscape analysis focusing on key players, market share, an
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different competitive areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different competitive areas simultaneously and thoroughly.
Start with competitive research approach: Start with competitive research approach:
"Now I'll conduct **competitive landscape analysis** for **{{research_topic}}** using current {{current_year}} web data to understand the competitive ecosystem. "Now I'll conduct **competitive landscape analysis** for **{{research_topic}}** to understand the competitive ecosystem.
**Competitive Landscape Focus:** **Competitive Landscape Focus:**
@ -56,10 +56,10 @@ Start with competitive research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} key players market leaders {{current_year}}"` Search the web: "{{research_topic}} key players market leaders"
`WebSearch: "{{research_topic}} market share competitive landscape {{current_year}}"` Search the web: "{{research_topic}} market share competitive landscape"
`WebSearch: "{{research_topic}} competitive strategies differentiation {{current_year}}"` Search the web: "{{research_topic}} competitive strategies differentiation"
`WebSearch: "{{research_topic}} entry barriers competitive dynamics {{current_year}}"` Search the web: "{{research_topic}} entry barriers competitive dynamics"
**Analysis approach:** **Analysis approach:**
@ -108,7 +108,7 @@ _Market Leaders: [Dominant players and their market positions]_
_Major Competitors: [Significant competitors and their specialties]_ _Major Competitors: [Significant competitors and their specialties]_
_Emerging Players: [New entrants and innovative companies]_ _Emerging Players: [New entrants and innovative companies]_
_Global vs Regional: [Geographic distribution of key players]_ _Global vs Regional: [Geographic distribution of key players]_
_Source: [URL with {{current_year}} competitive data]_ _Source: [URL]_
### Market Share and Competitive Positioning ### Market Share and Competitive Positioning
@ -117,7 +117,7 @@ _Market Share Distribution: [Current market share breakdown]_
_Competitive Positioning: [How players position themselves in the market]_ _Competitive Positioning: [How players position themselves in the market]_
_Value Proposition Mapping: [Different value propositions across players]_ _Value Proposition Mapping: [Different value propositions across players]_
_Customer Segments Served: [Different customer bases by competitor]_ _Customer Segments Served: [Different customer bases by competitor]_
_Source: [URL with {{current_year}} market share data]_ _Source: [URL]_
### Competitive Strategies and Differentiation ### Competitive Strategies and Differentiation
@ -126,7 +126,7 @@ _Cost Leadership Strategies: [Players competing on price and efficiency]_
_Differentiation Strategies: [Players competing on unique value]_ _Differentiation Strategies: [Players competing on unique value]_
_Focus/Niche Strategies: [Players targeting specific segments]_ _Focus/Niche Strategies: [Players targeting specific segments]_
_Innovation Approaches: [How different players innovate]_ _Innovation Approaches: [How different players innovate]_
_Source: [URL with {{current_year}} competitive strategies data]_ _Source: [URL]_
### Business Models and Value Propositions ### Business Models and Value Propositions
@ -135,7 +135,7 @@ _Primary Business Models: [How competitors make money]_
_Revenue Streams: [Different approaches to monetization]_ _Revenue Streams: [Different approaches to monetization]_
_Value Chain Integration: [Vertical integration vs partnership models]_ _Value Chain Integration: [Vertical integration vs partnership models]_
_Customer Relationship Models: [How competitors build customer loyalty]_ _Customer Relationship Models: [How competitors build customer loyalty]_
_Source: [URL with {{current_year}} business models data]_ _Source: [URL]_
### Competitive Dynamics and Entry Barriers ### Competitive Dynamics and Entry Barriers
@ -144,7 +144,7 @@ _Barriers to Entry: [Obstacles facing new market entrants]_
_Competitive Intensity: [Level of rivalry and competitive pressure]_ _Competitive Intensity: [Level of rivalry and competitive pressure]_
_Market Consolidation Trends: [M&A activity and market concentration]_ _Market Consolidation Trends: [M&A activity and market concentration]_
_Switching Costs: [Costs for customers to switch between providers]_ _Switching Costs: [Costs for customers to switch between providers]_
_Source: [URL with {{current_year}} competitive dynamics data]_ _Source: [URL]_
### Ecosystem and Partnership Analysis ### Ecosystem and Partnership Analysis
@ -153,14 +153,14 @@ _Supplier Relationships: [Key supplier partnerships and dependencies]_
_Distribution Channels: [How competitors reach customers]_ _Distribution Channels: [How competitors reach customers]_
_Technology Partnerships: [Strategic technology alliances]_ _Technology Partnerships: [Strategic technology alliances]_
_Ecosystem Control: [Who controls key parts of the value chain]_ _Ecosystem Control: [Who controls key parts of the value chain]_
_Source: [URL with {{current_year}} ecosystem data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **competitive landscape analysis** using current {{current_year}} data to understand the competitive ecosystem for {{research_topic}}. "I've completed **competitive landscape analysis** for {{research_topic}}.
**Key Competitive Findings:** **Key Competitive Findings:**
@ -199,7 +199,7 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in competitive web searches ❌ Relying on training data instead of web search for current facts
❌ Missing critical key players or market leaders ❌ Missing critical key players or market leaders
❌ Incomplete market share or positioning analysis ❌ Incomplete market share or positioning analysis
❌ Not identifying competitive strategies ❌ Not identifying competitive strategies
@ -217,7 +217,7 @@ Content is already written to document when generated in step 4. No additional a
- Use company websites, annual reports, and investor presentations - Use company websites, annual reports, and investor presentations
- Analyze market share data and competitive positioning - Analyze market share data and competitive positioning
- Study competitive strategies and differentiation approaches - Study competitive strategies and differentiation approaches
- Focus on current {{current_year}} competitive data - Search the web to verify facts
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -234,4 +234,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-regulatory-focus.md` to analyze regulatory requirements, compliance frameworks, and legal considerations for {{research_topic}}. After user selects 'C', load `./step-04-regulatory-focus.md` to analyze regulatory requirements, compliance frameworks, and legal considerations for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} competitive data with rigorous source verification! Remember: Always write research content to document immediately and search the web to verify facts!

36
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-04-regulatory-focus.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current regulatory data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A REGULATORY ANALYST, not content generator - 📋 YOU ARE A REGULATORY ANALYST, not content generator
- 💬 FOCUS on compliance requirements and regulatory landscape - 💬 FOCUS on compliance requirements and regulatory landscape
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,14 +31,14 @@
## YOUR TASK: ## YOUR TASK:
Conduct focused regulatory and compliance analysis using current {{current_year}} web data with emphasis on requirements that impact {{research_topic}}. Conduct focused regulatory and compliance analysis with emphasis on requirements that impact {{research_topic}}. Search the web to verify and supplement current facts.
## REGULATORY FOCUS SEQUENCE: ## REGULATORY FOCUS SEQUENCE:
### 1. Begin Regulatory Analysis ### 1. Begin Regulatory Analysis
Start with regulatory research approach: Start with regulatory research approach:
"Now I'll focus on **regulatory and compliance requirements** that impact **{{research_topic}}** using current {{current_year}} data. "Now I'll focus on **regulatory and compliance requirements** that impact **{{research_topic}}**.
**Regulatory Focus Areas:** **Regulatory Focus Areas:**
@ -53,7 +53,7 @@ Start with regulatory research approach:
### 2. Web Search for Specific Regulations ### 2. Web Search for Specific Regulations
Search for current regulatory information: Search for current regulatory information:
`WebSearch: "{{research_topic}} regulations compliance requirements {{current_year}}"` Search the web: "{{research_topic}} regulations compliance requirements"
**Regulatory focus:** **Regulatory focus:**
@ -65,7 +65,7 @@ Search for current regulatory information:
### 3. Web Search for Industry Standards ### 3. Web Search for Industry Standards
Search for current industry standards: Search for current industry standards:
`WebSearch: "{{research_topic}} standards best practices {{current_year}}"` Search the web: "{{research_topic}} standards best practices"
**Standards focus:** **Standards focus:**
@ -77,7 +77,7 @@ Search for current industry standards:
### 4. Web Search for Data Privacy Requirements ### 4. Web Search for Data Privacy Requirements
Search for current privacy regulations: Search for current privacy regulations:
`WebSearch: "data privacy regulations {{research_topic}} {{current_year}}"` Search the web: "data privacy regulations {{research_topic}}"
**Privacy focus:** **Privacy focus:**
@ -100,32 +100,32 @@ When saving to document, append these Level 2 and Level 3 sections:
### Applicable Regulations ### Applicable Regulations
[Specific regulations analysis with source citations] [Specific regulations analysis with source citations]
_Source: [URL with {{current_year}} regulatory data]_ _Source: [URL]_
### Industry Standards and Best Practices ### Industry Standards and Best Practices
[Industry standards analysis with source citations] [Industry standards analysis with source citations]
_Source: [URL with {{current_year}} standards data]_ _Source: [URL]_
### Compliance Frameworks ### Compliance Frameworks
[Compliance frameworks analysis with source citations] [Compliance frameworks analysis with source citations]
_Source: [URL with {{current_year}} compliance data]_ _Source: [URL]_
### Data Protection and Privacy ### Data Protection and Privacy
[Privacy requirements analysis with source citations] [Privacy requirements analysis with source citations]
_Source: [URL with {{current_year}} privacy data]_ _Source: [URL]_
### Licensing and Certification ### Licensing and Certification
[Licensing requirements analysis with source citations] [Licensing requirements analysis with source citations]
_Source: [URL with {{current_year}} licensing data]_ _Source: [URL]_
### Implementation Considerations ### Implementation Considerations
[Practical implementation considerations with source citations] [Practical implementation considerations with source citations]
_Source: [URL with {{current_year}} implementation data]_ _Source: [URL]_
### Risk Assessment ### Risk Assessment
@ -135,7 +135,7 @@ _Source: [URL with {{current_year}} implementation data]_
### 6. Present Analysis and Continue Option ### 6. Present Analysis and Continue Option
Show the generated regulatory analysis and present continue option: Show the generated regulatory analysis and present continue option:
"I've completed **regulatory requirements analysis** using current {{current_year}} data to understand compliance requirements for {{research_topic}}. "I've completed **regulatory requirements analysis** for {{research_topic}}.
**Key Regulatory Findings:** **Key Regulatory Findings:**
@ -162,7 +162,7 @@ Content is already written to document when generated in step 5. No additional a
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Applicable regulations identified with current {{current_year}} citations ✅ Applicable regulations identified with current citations
✅ Industry standards and best practices documented ✅ Industry standards and best practices documented
✅ Compliance frameworks clearly mapped ✅ Compliance frameworks clearly mapped
✅ Data protection requirements analyzed ✅ Data protection requirements analyzed
@ -172,7 +172,7 @@ Content is already written to document when generated in step 5. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in regulatory web searches ❌ Relying on training data instead of web search for current facts
❌ Missing critical regulatory requirements for the domain ❌ Missing critical regulatory requirements for the domain
❌ Not providing implementation considerations for compliance ❌ Not providing implementation considerations for compliance
❌ Not completing risk assessment for regulatory compliance ❌ Not completing risk assessment for regulatory compliance
@ -200,6 +200,6 @@ Content is already written to document when generated in step 5. No additional a
## NEXT STEP: ## NEXT STEP:
After user selects 'C' and content is saved to document, load `./step-04-technical-trends.md` to analyze technical trends and innovations in the domain. After user selects 'C' and content is saved to document, load `./step-05-technical-trends.md` to analyze technical trends and innovations in the domain.
Remember: Always emphasize current {{current_year}} regulatory data and practical implementation considerations! Remember: Search the web to verify regulatory facts and provide practical implementation considerations!

34
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-05-technical-trends.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current technical data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A TECHNOLOGY ANALYST, not content generator - 📋 YOU ARE A TECHNOLOGY ANALYST, not content generator
- 💬 FOCUS on emerging technologies and innovation patterns - 💬 FOCUS on emerging technologies and innovation patterns
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,14 +31,14 @@
## YOUR TASK: ## YOUR TASK:
Conduct comprehensive technical trends analysis using current {{current_year}} web data with emphasis on innovations and emerging technologies impacting {{research_topic}}. Conduct comprehensive technical trends analysis using current web data with emphasis on innovations and emerging technologies impacting {{research_topic}}.
## TECHNICAL TRENDS SEQUENCE: ## TECHNICAL TRENDS SEQUENCE:
### 1. Begin Technical Trends Analysis ### 1. Begin Technical Trends Analysis
Start with technology research approach: Start with technology research approach:
"Now I'll conduct **technical trends and emerging technologies** analysis for **{{research_topic}}** using current {{current_year}} data. "Now I'll conduct **technical trends and emerging technologies** analysis for **{{research_topic}}** using current data.
**Technical Trends Focus:** **Technical Trends Focus:**
@ -53,7 +53,7 @@ Start with technology research approach:
### 2. Web Search for Emerging Technologies ### 2. Web Search for Emerging Technologies
Search for current technology information: Search for current technology information:
`WebSearch: "{{research_topic}} emerging technologies innovations {{current_year}}"` Search the web: "{{research_topic}} emerging technologies innovations"
**Technology focus:** **Technology focus:**
@ -65,7 +65,7 @@ Search for current technology information:
### 3. Web Search for Digital Transformation ### 3. Web Search for Digital Transformation
Search for current transformation trends: Search for current transformation trends:
`WebSearch: "{{research_topic}} digital transformation {{current_year}}"` Search the web: "{{research_topic}} digital transformation trends"
**Transformation focus:** **Transformation focus:**
@ -77,7 +77,7 @@ Search for current transformation trends:
### 4. Web Search for Future Outlook ### 4. Web Search for Future Outlook
Search for future projections: Search for future projections:
`WebSearch: "{{research_topic}} future outlook {{current_year}} 2025"` Search the web: "{{research_topic}} future outlook trends"
**Future focus:** **Future focus:**
@ -102,32 +102,32 @@ When saving to document, append these Level 2 and Level 3 sections:
### Emerging Technologies ### Emerging Technologies
[Emerging technologies analysis with source citations] [Emerging technologies analysis with source citations]
_Source: [URL with {{current_year}} technology data]_ _Source: [URL]_
### Digital Transformation ### Digital Transformation
[Digital transformation analysis with source citations] [Digital transformation analysis with source citations]
_Source: [URL with {{current_year}} transformation data]_ _Source: [URL]_
### Innovation Patterns ### Innovation Patterns
[Innovation patterns analysis with source citations] [Innovation patterns analysis with source citations]
_Source: [URL with {{current_year}} innovation data]_ _Source: [URL]_
### Future Outlook ### Future Outlook
[Future outlook and projections with source citations] [Future outlook and projections with source citations]
_Source: [URL with {{current_year}} outlook data]_ _Source: [URL]_
### Implementation Opportunities ### Implementation Opportunities
[Implementation opportunity analysis with source citations] [Implementation opportunity analysis with source citations]
_Source: [URL with {{current_year}} implementation data]_ _Source: [URL]_
### Challenges and Risks ### Challenges and Risks
[Challenges and risks assessment with source citations] [Challenges and risks assessment with source citations]
_Source: [URL with {{current_year}} risk data]_ _Source: [URL]_
## Recommendations ## Recommendations
@ -147,7 +147,7 @@ _Source: [URL with {{current_year}} risk data]_
### 6. Present Analysis and Complete Option ### 6. Present Analysis and Complete Option
Show the generated technical analysis and present complete option: Show the generated technical analysis and present complete option:
"I've completed **technical trends and innovation analysis** using current {{current_year}} data to understand technology patterns for {{research_topic}}. "I've completed **technical trends and innovation analysis** for {{research_topic}}.
**Technical Highlights:** **Technical Highlights:**
@ -181,7 +181,7 @@ Content is already written to document when generated in step 5. No additional a
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Emerging technologies identified with current {{current_year}} data ✅ Emerging technologies identified with current data
✅ Digital transformation trends clearly documented ✅ Digital transformation trends clearly documented
✅ Future outlook and projections analyzed ✅ Future outlook and projections analyzed
✅ Implementation opportunities and challenges mapped ✅ Implementation opportunities and challenges mapped
@ -193,7 +193,7 @@ Content is already written to document when generated in step 5. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in technology web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical emerging technologies in the domain ❌ Missing critical emerging technologies in the domain
❌ Not providing practical implementation recommendations ❌ Not providing practical implementation recommendations
❌ Not completing strategic recommendations ❌ Not completing strategic recommendations
@ -230,4 +230,4 @@ Research workflow complete. User may:
- Conduct additional research on specific topics if needed - Conduct additional research on specific topics if needed
- Move forward with product development based on research insights - Move forward with product development based on research insights
Congratulations on completing comprehensive domain research with current {{current_year}} data! 🎉 Congratulations on completing comprehensive domain research! 🎉

71
src/modules/bmm/workflows/1-analysis/research/domain-steps/step-06-research-synthesis.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current domain data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A DOMAIN RESEARCH STRATEGIST, not content generator - 📋 YOU ARE A DOMAIN RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on comprehensive synthesis and authoritative conclusions - 💬 FOCUS on comprehensive synthesis and authoritative conclusions
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary - 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -72,7 +72,7 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
- Set professional, authoritative tone - Set professional, authoritative tone
**Web Search for Introduction Context:** **Web Search for Introduction Context:**
`WebSearch: "{{research_topic}} significance importance {{current_year}}"` Search the web: "{{research_topic}} significance importance"
### 3. Synthesize All Research Sections ### 3. Synthesize All Research Sections
@ -93,7 +93,7 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
## Executive Summary ## Executive Summary
[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive {{current_year}} research] [2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive current research]
**Key Findings:** **Key Findings:**
@ -123,9 +123,9 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
### Research Significance ### Research Significance
[Compelling narrative about why {{research_topic}} research is critical in {{current_year}}] [Compelling narrative about why {{research_topic}} research is critical right now]
_Why this research matters now: [Strategic importance with {{current_year}} context]_ _Why this research matters now: [Strategic importance with current context]_
_Source: [URL with {{current_year}} industry significance data]_ _Source: [URL]_
### Research Methodology ### Research Methodology
@ -134,7 +134,7 @@ _Source: [URL with {{current_year}} industry significance data]_
- **Research Scope**: [Comprehensive coverage areas] - **Research Scope**: [Comprehensive coverage areas]
- **Data Sources**: [Authoritative sources and verification approach] - **Data Sources**: [Authoritative sources and verification approach]
- **Analysis Framework**: [Structured analysis methodology] - **Analysis Framework**: [Structured analysis methodology]
- **Time Period**: [{{current_year}} focus and historical context] - **Time Period**: [current focus and historical context]
- **Geographic Coverage**: [Regional/global scope] - **Geographic Coverage**: [Regional/global scope]
### Research Goals and Objectives ### Research Goals and Objectives
@ -151,11 +151,11 @@ _Source: [URL with {{current_year}} industry significance data]_
### Market Size and Growth Projections ### Market Size and Growth Projections
[Comprehensive market analysis synthesized from step-02 with {{current_year}} data] [Comprehensive market analysis synthesized from step-02 with current data]
_Market Size: [Current market valuation]_ _Market Size: [Current market valuation]_
_Growth Rate: [CAGR and projections]_ _Growth Rate: [CAGR and projections]_
_Market Drivers: [Key growth factors]_ _Market Drivers: [Key growth factors]_
_Source: [URL with {{current_year}} market data]_ _Source: [URL]_
### Industry Structure and Value Chain ### Industry Structure and Value Chain
@ -163,17 +163,17 @@ _Source: [URL with {{current_year}} market data]_
_Value Chain Components: [Detailed breakdown]_ _Value Chain Components: [Detailed breakdown]_
_Industry Segments: [Market segmentation analysis]_ _Industry Segments: [Market segmentation analysis]_
_Economic Impact: [Industry economic significance]_ _Economic Impact: [Industry economic significance]_
_Source: [URL with {{current_year}} industry structure data]_ _Source: [URL]_
## 3. Technology Landscape and Innovation Trends ## 3. Technology Landscape and Innovation Trends
### Current Technology Adoption ### Current Technology Adoption
[Technology trends analysis from step-04 with {{current_year}} context] [Technology trends analysis from step-04 with current context]
_Emerging Technologies: [Key technologies affecting {{research_topic}}]_ _Emerging Technologies: [Key technologies affecting {{research_topic}}]_
_Adoption Patterns: [Technology adoption rates and patterns]_ _Adoption Patterns: [Technology adoption rates and patterns]_
_Innovation Drivers: [Factors driving technology change]_ _Innovation Drivers: [Factors driving technology change]_
_Source: [URL with {{current_year}} technology data]_ _Source: [URL]_
### Digital Transformation Impact ### Digital Transformation Impact
@ -181,17 +181,17 @@ _Source: [URL with {{current_year}} technology data]_
_Transformation Trends: [Major digital transformation patterns]_ _Transformation Trends: [Major digital transformation patterns]_
_Disruption Opportunities: [Technology-driven opportunities]_ _Disruption Opportunities: [Technology-driven opportunities]_
_Future Technology Outlook: [Emerging technologies and timelines]_ _Future Technology Outlook: [Emerging technologies and timelines]_
_Source: [URL with {{current_year}} digital transformation data]_ _Source: [URL]_
## 4. Regulatory Framework and Compliance Requirements ## 4. Regulatory Framework and Compliance Requirements
### Current Regulatory Landscape ### Current Regulatory Landscape
[Regulatory analysis from step-03 with {{current_year}} updates] [Regulatory analysis from step-03 with current updates]
_Key Regulations: [Critical regulatory requirements]_ _Key Regulations: [Critical regulatory requirements]_
_Compliance Standards: [Industry standards and best practices]_ _Compliance Standards: [Industry standards and best practices]_
_Recent Changes: [{{current_year}} regulatory updates and implications]_ _Recent Changes: [current regulatory updates and implications]_
_Source: [URL with {{current_year}} regulatory data]_ _Source: [URL]_
### Risk and Compliance Considerations ### Risk and Compliance Considerations
@ -199,17 +199,17 @@ _Source: [URL with {{current_year}} regulatory data]_
_Compliance Risks: [Major regulatory and compliance risks]_ _Compliance Risks: [Major regulatory and compliance risks]_
_Risk Mitigation Strategies: [Approaches to manage regulatory risks]_ _Risk Mitigation Strategies: [Approaches to manage regulatory risks]_
_Future Regulatory Trends: [Anticipated regulatory developments]_ _Future Regulatory Trends: [Anticipated regulatory developments]_
_Source: [URL with {{current_year}} compliance data]_ _Source: [URL]_
## 5. Competitive Landscape and Ecosystem Analysis ## 5. Competitive Landscape and Ecosystem Analysis
### Market Positioning and Key Players ### Market Positioning and Key Players
[Competitive analysis with {{current_year}} market positioning] [Competitive analysis with current market positioning]
_Market Leaders: [Dominant players and strategies]_ _Market Leaders: [Dominant players and strategies]_
_Emerging Competitors: [New entrants and innovative approaches]_ _Emerging Competitors: [New entrants and innovative approaches]_
_Competitive Dynamics: [Market competition patterns and trends]_ _Competitive Dynamics: [Market competition patterns and trends]_
_Source: [URL with {{current_year}} competitive data]_ _Source: [URL]_
### Ecosystem and Partnership Landscape ### Ecosystem and Partnership Landscape
@ -217,7 +217,7 @@ _Source: [URL with {{current_year}} competitive data]_
_Ecosystem Players: [Key stakeholders and relationships]_ _Ecosystem Players: [Key stakeholders and relationships]_
_Partnership Opportunities: [Strategic collaboration potential]_ _Partnership Opportunities: [Strategic collaboration potential]_
_Supply Chain Dynamics: [Supply chain structure and risks]_ _Supply Chain Dynamics: [Supply chain structure and risks]_
_Source: [URL with {{current_year}} ecosystem data]_ _Source: [URL]_
## 6. Strategic Insights and Domain Opportunities ## 6. Strategic Insights and Domain Opportunities
@ -227,7 +227,7 @@ _Source: [URL with {{current_year}} ecosystem data]_
_Market-Technology Convergence: [How technology and market forces interact]_ _Market-Technology Convergence: [How technology and market forces interact]_
_Regulatory-Strategic Alignment: [How regulatory environment shapes strategy]_ _Regulatory-Strategic Alignment: [How regulatory environment shapes strategy]_
_Competitive Positioning Opportunities: [Strategic advantages based on research]_ _Competitive Positioning Opportunities: [Strategic advantages based on research]_
_Source: [URL with {{current_year}} strategic analysis data]_ _Source: [URL]_
### Strategic Opportunities ### Strategic Opportunities
@ -235,7 +235,7 @@ _Source: [URL with {{current_year}} strategic analysis data]_
_Market Opportunities: [Specific market entry or expansion opportunities]_ _Market Opportunities: [Specific market entry or expansion opportunities]_
_Technology Opportunities: [Technology adoption or innovation opportunities]_ _Technology Opportunities: [Technology adoption or innovation opportunities]_
_Partnership Opportunities: [Strategic collaboration and partnership potential]_ _Partnership Opportunities: [Strategic collaboration and partnership potential]_
_Source: [URL with {{current_year}} opportunity data]_ _Source: [URL]_
## 7. Implementation Considerations and Risk Assessment ## 7. Implementation Considerations and Risk Assessment
@ -245,7 +245,7 @@ _Source: [URL with {{current_year}} opportunity data]_
_Implementation Timeline: [Recommended phased approach]_ _Implementation Timeline: [Recommended phased approach]_
_Resource Requirements: [Key resources and capabilities needed]_ _Resource Requirements: [Key resources and capabilities needed]_
_Success Factors: [Critical success factors for implementation]_ _Success Factors: [Critical success factors for implementation]_
_Source: [URL with {{current_year}} implementation data]_ _Source: [URL]_
### Risk Management and Mitigation ### Risk Management and Mitigation
@ -253,7 +253,7 @@ _Source: [URL with {{current_year}} implementation data]_
_Implementation Risks: [Major risks and mitigation approaches]_ _Implementation Risks: [Major risks and mitigation approaches]_
_Market Risks: [Market-related risks and contingency plans]_ _Market Risks: [Market-related risks and contingency plans]_
_Technology Risks: [Technology adoption and implementation risks]_ _Technology Risks: [Technology adoption and implementation risks]_
_Source: [URL with {{current_year}} risk management data]_ _Source: [URL]_
## 8. Future Outlook and Strategic Planning ## 8. Future Outlook and Strategic Planning
@ -263,7 +263,7 @@ _Source: [URL with {{current_year}} risk management data]_
_Near-term Outlook: [1-2 year projections and implications]_ _Near-term Outlook: [1-2 year projections and implications]_
_Medium-term Trends: [3-5 year expected developments]_ _Medium-term Trends: [3-5 year expected developments]_
_Long-term Vision: [5+ year strategic outlook for {{research_topic}}]_ _Long-term Vision: [5+ year strategic outlook for {{research_topic}}]_
_Source: [URL with {{current_year}} future outlook data]_ _Source: [URL]_
### Strategic Recommendations ### Strategic Recommendations
@ -271,7 +271,7 @@ _Source: [URL with {{current_year}} future outlook data]_
_Immediate Actions: [Priority actions for next 6 months]_ _Immediate Actions: [Priority actions for next 6 months]_
_Strategic Initiatives: [Key strategic initiatives for 1-2 years]_ _Strategic Initiatives: [Key strategic initiatives for 1-2 years]_
_Long-term Strategy: [Strategic positioning for 3+ years]_ _Long-term Strategy: [Strategic positioning for 3+ years]_
_Source: [URL with {{current_year}} strategic planning data]_ _Source: [URL]_
## 9. Research Methodology and Source Verification ## 9. Research Methodology and Source Verification
@ -281,7 +281,6 @@ _Source: [URL with {{current_year}} strategic planning data]_
_Primary Sources: [Key authoritative sources used]_ _Primary Sources: [Key authoritative sources used]_
_Secondary Sources: [Supporting research and analysis]_ _Secondary Sources: [Supporting research and analysis]_
_Web Search Queries: [Complete list of search queries used]_ _Web Search Queries: [Complete list of search queries used]_
_Data Currency: [All data verified for {{current_year}} currency]_
### Research Quality Assurance ### Research Quality Assurance
@ -327,9 +326,9 @@ _Professional Networks: [Industry communities and knowledge sources]_
--- ---
**Research Completion Date:** {{date}} **Research Completion Date:** {{date}}
**Research Period:** {{current_year}} comprehensive analysis **Research Period:** Comprehensive analysis
**Document Length:** As needed for comprehensive coverage **Document Length:** As needed for comprehensive coverage
**Source Verification:** All facts cited with {{current_year}} sources **Source Verification:** All facts cited with sources
**Confidence Level:** High - based on multiple authoritative sources **Confidence Level:** High - based on multiple authoritative sources
_This comprehensive research document serves as an authoritative reference on {{research_topic}} and provides strategic insights for informed decision-making._ _This comprehensive research document serves as an authoritative reference on {{research_topic}} and provides strategic insights for informed decision-making._
@ -348,7 +347,7 @@ _This comprehensive research document serves as an authoritative reference on {{
- **Exhaustive Research Coverage**: All aspects of {{research_topic}} thoroughly analyzed - **Exhaustive Research Coverage**: All aspects of {{research_topic}} thoroughly analyzed
- **Executive Summary**: Key findings and strategic implications highlighted - **Executive Summary**: Key findings and strategic implications highlighted
- **Strategic Recommendations**: Actionable insights based on comprehensive research - **Strategic Recommendations**: Actionable insights based on comprehensive research
- **Complete Source Citations**: Every factual claim verified with {{current_year}} sources - **Complete Source Citations**: Every factual claim verified with sources
**Research Completeness:** **Research Completeness:**
@ -364,7 +363,7 @@ _This comprehensive research document serves as an authoritative reference on {{
- Professional structure and compelling narrative - Professional structure and compelling narrative
- As long as needed for comprehensive coverage - As long as needed for comprehensive coverage
- Multiple independent sources for all claims - Multiple independent sources for all claims
- {{current_year}} data throughout with proper citations - Proper citations throughout
**Ready to complete this comprehensive research document?** **Ready to complete this comprehensive research document?**
[C] Complete Research - Save final comprehensive document [C] Complete Research - Save final comprehensive document
@ -389,7 +388,7 @@ When user selects 'C', append the complete comprehensive research document using
✅ Exhaustive research coverage across all domain aspects ✅ Exhaustive research coverage across all domain aspects
✅ Executive summary with key findings and strategic implications ✅ Executive summary with key findings and strategic implications
✅ Strategic recommendations grounded in comprehensive research ✅ Strategic recommendations grounded in comprehensive research
✅ Complete source verification with {{current_year}} citations ✅ Complete source verification with citations
✅ Professional document structure and compelling narrative ✅ Professional document structure and compelling narrative
✅ [C] complete option presented and handled correctly ✅ [C] complete option presented and handled correctly
✅ Domain research workflow completed with comprehensive document ✅ Domain research workflow completed with comprehensive document
@ -401,7 +400,7 @@ When user selects 'C', append the complete comprehensive research document using
❌ Incomplete research coverage across domain aspects ❌ Incomplete research coverage across domain aspects
❌ Not providing executive summary with key findings ❌ Not providing executive summary with key findings
❌ Missing strategic recommendations based on research ❌ Missing strategic recommendations based on research
❌ Not using {{current_year}} sources for all factual claims ❌ Relying solely on training data without web verification for current facts
❌ Producing document without professional structure ❌ Producing document without professional structure
❌ Not presenting completion option for final document ❌ Not presenting completion option for final document
@ -438,6 +437,6 @@ Complete authoritative research document on {{research_topic}} that:
- Establishes professional credibility through comprehensive research - Establishes professional credibility through comprehensive research
- Provides strategic insights for informed decision-making - Provides strategic insights for informed decision-making
- Serves as reference document for continued use - Serves as reference document for continued use
- Maintains highest research quality standards with {{current_year}} verification - Maintains highest research quality standards
Congratulations on completing comprehensive domain research with professional documentation! 🎉 Congratulations on completing comprehensive domain research! 🎉

11
src/modules/bmm/workflows/1-analysis/research/market-steps/step-01-init.md
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@ -44,8 +44,8 @@ Start with research confirmation:
- **Research Topic**: {{research_topic}} - **Research Topic**: {{research_topic}}
- **Research Goals**: {{research_goals}} - **Research Goals**: {{research_goals}}
- **Research Type**: Market Research using current {{current_year}} data - **Research Type**: Market Research
- **Approach**: Comprehensive market analysis with rigorous source verification - **Approach**: Comprehensive market analysis with source verification
**Market Research Areas We'll Cover:** **Market Research Areas We'll Cover:**
@ -83,7 +83,6 @@ Write initial research scope to document:
**Topic**: {{research_topic}} **Topic**: {{research_topic}}
**Goals**: {{research_goals}} **Goals**: {{research_goals}}
**Research Type**: Market Research **Research Type**: Market Research
**Data Currency**: {{current_year}} with rigorous source verification
**Date**: {{date}} **Date**: {{date}}
### Research Scope ### Research Scope
@ -97,7 +96,7 @@ Write initial research scope to document:
**Research Methodology:** **Research Methodology:**
- Current {{current_year}} web data with source verification - Current web data with source verification
- Multiple independent sources for critical claims - Multiple independent sources for critical claims
- Confidence level assessment for uncertain data - Confidence level assessment for uncertain data
- Comprehensive coverage with no critical gaps - Comprehensive coverage with no critical gaps
@ -123,7 +122,7 @@ Show initial scope document and present continue option:
- Research topic and goals confirmed - Research topic and goals confirmed
- Market analysis focus areas defined - Market analysis focus areas defined
- Research methodology with {{current_year}} data verification - Research methodology verification
- Clear workflow progression - Clear workflow progression
**Document Status:** Initial scope written to research file for your review **Document Status:** Initial scope written to research file for your review
@ -177,6 +176,6 @@ This step ensures:
## NEXT STEP: ## NEXT STEP:
After user confirmation and scope finalization, load `./step-02-customer-insights.md` to begin detailed market research with customer insights analysis using {{current_year}} data and rigorous source verification. After user confirmation and scope finalization, load `./step-02-customer-insights.md` to begin detailed market research with customer insights analysis.
Remember: Init steps confirm understanding and scope, not generate research content! Remember: Init steps confirm understanding and scope, not generate research content!

39
src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-behavior.md
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@ -3,10 +3,10 @@
## MANDATORY EXECUTION RULES (READ FIRST): ## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification - 🛑 NEVER generate content without web search verification
- ✅ ALWAYS use {{current_year}} web searches for current customer data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER BEHAVIOR ANALYST, not content generator - 📋 YOU ARE A CUSTOMER BEHAVIOR ANALYST, not content generator
- 💬 FOCUS on customer behavior patterns and demographic analysis - 💬 FOCUS on customer behavior patterns and demographic analysis
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
@ -31,7 +31,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct customer behavior and segment analysis using current {{current_year}} web data with emphasis on patterns and demographics. Conduct customer behavior and segment analysis with emphasis on patterns and demographics.
## CUSTOMER BEHAVIOR ANALYSIS SEQUENCE: ## CUSTOMER BEHAVIOR ANALYSIS SEQUENCE:
@ -40,7 +40,7 @@ Conduct customer behavior and segment analysis using current {{current_year}} we
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer behavior areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer behavior areas simultaneously and thoroughly.
Start with customer behavior research approach: Start with customer behavior research approach:
"Now I'll conduct **customer behavior analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer patterns. "Now I'll conduct **customer behavior analysis** for **{{research_topic}}** to understand customer patterns.
**Customer Behavior Focus:** **Customer Behavior Focus:**
@ -56,10 +56,10 @@ Start with customer behavior research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} customer behavior patterns {{current_year}}"` Search the web: "{{research_topic}} customer behavior patterns"
`WebSearch: "{{research_topic}} customer demographics {{current_year}}"` Search the web: "{{research_topic}} customer demographics"
`WebSearch: "{{research_topic}} psychographic profiles {{current_year}}"` Search the web: "{{research_topic}} psychographic profiles"
`WebSearch: "{{research_topic}} customer behavior drivers {{current_year}}"` Search the web: "{{research_topic}} customer behavior drivers"
**Analysis approach:** **Analysis approach:**
@ -108,7 +108,7 @@ When saving to document, append these Level 2 and Level 3 sections:
_Behavior Drivers: [Key motivations and patterns from web search]_ _Behavior Drivers: [Key motivations and patterns from web search]_
_Interaction Preferences: [Customer engagement and interaction patterns]_ _Interaction Preferences: [Customer engagement and interaction patterns]_
_Decision Habits: [How customers typically make decisions]_ _Decision Habits: [How customers typically make decisions]_
_Source: [URL with {{current_year}} customer behavior data]_ _Source: [URL]_
### Demographic Segmentation ### Demographic Segmentation
@ -117,7 +117,7 @@ _Age Demographics: [Age groups and preferences]_
_Income Levels: [Income segments and purchasing behavior]_ _Income Levels: [Income segments and purchasing behavior]_
_Geographic Distribution: [Regional/city differences]_ _Geographic Distribution: [Regional/city differences]_
_Education Levels: [Education impact on behavior]_ _Education Levels: [Education impact on behavior]_
_Source: [URL with {{current_year}} demographic data]_ _Source: [URL]_
### Psychographic Profiles ### Psychographic Profiles
@ -126,7 +126,7 @@ _Values and Beliefs: [Core values driving customer behavior]_
_Lifestyle Preferences: [Lifestyle choices and behaviors]_ _Lifestyle Preferences: [Lifestyle choices and behaviors]_
_Attitudes and Opinions: [Customer attitudes toward products/services]_ _Attitudes and Opinions: [Customer attitudes toward products/services]_
_Personality Traits: [Personality influences on behavior]_ _Personality Traits: [Personality influences on behavior]_
_Source: [URL with {{current_year}} psychographic data]_ _Source: [URL]_
### Customer Segment Profiles ### Customer Segment Profiles
@ -134,7 +134,7 @@ _Source: [URL with {{current_year}} psychographic data]_
_Segment 1: [Detailed profile including demographics, psychographics, behavior]_ _Segment 1: [Detailed profile including demographics, psychographics, behavior]_
_Segment 2: [Detailed profile including demographics, psychographics, behavior]_ _Segment 2: [Detailed profile including demographics, psychographics, behavior]_
_Segment 3: [Detailed profile including demographics, psychographics, behavior]_ _Segment 3: [Detailed profile including demographics, psychographics, behavior]_
_Source: [URL with {{current_year}} segment data]_ _Source: [URL]_
### Behavior Drivers and Influences ### Behavior Drivers and Influences
@ -143,7 +143,7 @@ _Emotional Drivers: [Emotional factors influencing behavior]_
_Rational Drivers: [Logical decision factors]_ _Rational Drivers: [Logical decision factors]_
_Social Influences: [Social and peer influences]_ _Social Influences: [Social and peer influences]_
_Economic Influences: [Economic factors affecting behavior]_ _Economic Influences: [Economic factors affecting behavior]_
_Source: [URL with {{current_year}} behavior drivers data]_ _Source: [URL]_
### Customer Interaction Patterns ### Customer Interaction Patterns
@ -152,14 +152,14 @@ _Research and Discovery: [How customers find and research options]_
_Purchase Decision Process: [Steps in purchase decision making]_ _Purchase Decision Process: [Steps in purchase decision making]_
_Post-Purchase Behavior: [After-purchase engagement patterns]_ _Post-Purchase Behavior: [After-purchase engagement patterns]_
_Loyalty and Retention: [Factors driving customer loyalty]_ _Loyalty and Retention: [Factors driving customer loyalty]_
_Source: [URL with {{current_year}} interaction data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **customer behavior analysis** using current {{current_year}} data to understand customer patterns for {{research_topic}}. "I've completed **customer behavior analysis** for {{research_topic}}, focusing on customer patterns.
**Key Customer Behavior Findings:** **Key Customer Behavior Findings:**
@ -186,7 +186,7 @@ Content is already written to document when generated in step 4. No additional a
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Customer behavior patterns identified with current {{current_year}} citations ✅ Customer behavior patterns identified with current citations
✅ Demographic segmentation thoroughly analyzed ✅ Demographic segmentation thoroughly analyzed
✅ Psychographic profiles clearly documented ✅ Psychographic profiles clearly documented
✅ Customer interaction patterns captured ✅ Customer interaction patterns captured
@ -198,7 +198,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in customer web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical customer behavior patterns ❌ Missing critical customer behavior patterns
❌ Incomplete demographic segmentation analysis ❌ Incomplete demographic segmentation analysis
❌ Missing psychographic profile documentation ❌ Missing psychographic profile documentation
@ -215,7 +216,7 @@ Content is already written to document when generated in step 4. No additional a
- Use demographic data from authoritative sources - Use demographic data from authoritative sources
- Research psychographic profiling and value systems - Research psychographic profiling and value systems
- Analyze customer interaction and engagement patterns - Analyze customer interaction and engagement patterns
- Focus on current {{current_year}} behavior data and trends - Focus on current behavior data and trends
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -232,4 +233,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-customer-pain-points.md` to analyze customer pain points, challenges, and unmet needs for {{research_topic}}. After user selects 'C', load `./step-03-customer-pain-points.md` to analyze customer pain points, challenges, and unmet needs for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} customer data with rigorous source verification! Remember: Always write research content to document immediately and emphasize current customer data with rigorous source verification!

41
src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-insights.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current customer data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER INSIGHTS ANALYST, not content generator - 📋 YOU ARE A CUSTOMER INSIGHTS ANALYST, not content generator
- 💬 FOCUS on customer behavior and needs analysis - 💬 FOCUS on customer behavior and needs analysis
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -28,7 +28,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct comprehensive customer insights analysis using current {{current_year}} web data with emphasis on behavior patterns and needs. Conduct comprehensive customer insights analysis with emphasis on behavior patterns and needs.
## CUSTOMER INSIGHTS SEQUENCE: ## CUSTOMER INSIGHTS SEQUENCE:
@ -37,7 +37,7 @@ Conduct comprehensive customer insights analysis using current {{current_year}}
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer areas simultaneously and thoroughly **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer areas simultaneously and thoroughly
Start with customer research approach: Start with customer research approach:
"Now I'll conduct **customer insights analysis** using current {{current_year}} web data to understand customer behavior and needs. "Now I'll conduct **customer insights analysis** to understand customer behavior and needs.
**Customer Insights Focus:** **Customer Insights Focus:**
@ -54,9 +54,9 @@ Start with customer research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "[product/service/market] customer behavior patterns {{current_year}}"` Search the web: "[product/service/market] customer behavior patterns"
`WebSearch: "[product/service/market] customer pain points challenges {{current_year}}"` Search the web: "[product/service/market] customer pain points challenges"
`WebSearch: "[product/service/market] customer decision process {{current_year}}"` Search the web: "[product/service/market] customer decision process"
**Analysis approach:** **Analysis approach:**
@ -99,43 +99,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### Customer Behavior Patterns ### Customer Behavior Patterns
[Customer behavior analysis with source citations] [Customer behavior analysis with source citations]
_Source: [URL with {{current_year}} customer data]_ _Source: [URL]_
### Pain Points and Challenges ### Pain Points and Challenges
[Pain points analysis with source citations] [Pain points analysis with source citations]
_Source: [URL with {{current_year}} customer challenges data]_ _Source: [URL]_
### Decision-Making Processes ### Decision-Making Processes
[Decision-making analysis with source citations] [Decision-making analysis with source citations]
_Source: [URL with {{current_year}} decision process data]_ _Source: [URL]_
### Customer Journey Mapping ### Customer Journey Mapping
[Customer journey analysis with source citations] [Customer journey analysis with source citations]
_Source: [URL with {{current_year}} customer journey data]_ _Source: [URL]_
### Customer Satisfaction Drivers ### Customer Satisfaction Drivers
[Satisfaction drivers analysis with source citations] [Satisfaction drivers analysis with source citations]
_Source: [URL with {{current_year}} satisfaction data]_ _Source: [URL]_
### Demographic Profiles ### Demographic Profiles
[Demographic profiles analysis with source citations] [Demographic profiles analysis with source citations]
_Source: [URL with {{current_year}} demographic data]_ _Source: [URL]_
### Psychographic Profiles ### Psychographic Profiles
[Psychographic profiles analysis with source citations] [Psychographic profiles analysis with source citations]
_Source: [URL with {{current_year}} psychographic data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
Show the generated customer insights and present continue option: Show the generated customer insights and present continue option:
"I've completed the **customer insights analysis** using current {{current_year}} data to understand customer behavior and needs. "I've completed the **customer insights analysis** for customer behavior and needs.
**Key Customer Findings:** **Key Customer Findings:**
@ -154,7 +154,7 @@ Show the generated customer insights and present continue option:
- Append the final content to the research document - Append the final content to the research document
- Update frontmatter: `stepsCompleted: [1, 2]` - Update frontmatter: `stepsCompleted: [1, 2]`
- Load: `./step-03-competitive-analysis.md` - Load: `./step-05-competitive-analysis.md`
## APPEND TO DOCUMENT: ## APPEND TO DOCUMENT:
@ -162,7 +162,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Customer behavior patterns identified with current {{current_year}} citations ✅ Customer behavior patterns identified with current citations
✅ Pain points and challenges clearly documented ✅ Pain points and challenges clearly documented
✅ Decision-making processes thoroughly analyzed ✅ Decision-making processes thoroughly analyzed
✅ Customer journey insights captured and mapped ✅ Customer journey insights captured and mapped
@ -172,7 +172,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in customer web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical customer behavior patterns ❌ Missing critical customer behavior patterns
❌ Not identifying key pain points and challenges ❌ Not identifying key pain points and challenges
❌ Incomplete customer journey mapping ❌ Incomplete customer journey mapping
@ -193,6 +194,6 @@ When user selects 'C', append the content directly to the research document usin
## NEXT STEP: ## NEXT STEP:
After user selects 'C' and content is saved to document, load `./step-03-competitive-analysis.md` to focus on competitive landscape analysis. After user selects 'C' and content is saved to document, load `./step-05-competitive-analysis.md` to focus on competitive landscape analysis.
Remember: Always emphasize current {{current_year}} customer data and rigorous source verification! Remember: Always emphasize current customer data and rigorous source verification!

39
src/modules/bmm/workflows/1-analysis/research/market-steps/step-03-customer-pain-points.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current customer data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER NEEDS ANALYST, not content generator - 📋 YOU ARE A CUSTOMER NEEDS ANALYST, not content generator
- 💬 FOCUS on customer pain points, challenges, and unmet needs - 💬 FOCUS on customer pain points, challenges, and unmet needs
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -32,7 +32,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct customer pain points and needs analysis using current {{current_year}} web data with emphasis on challenges and frustrations. Conduct customer pain points and needs analysis with emphasis on challenges and frustrations.
## CUSTOMER PAIN POINTS ANALYSIS SEQUENCE: ## CUSTOMER PAIN POINTS ANALYSIS SEQUENCE:
@ -41,7 +41,7 @@ Conduct customer pain points and needs analysis using current {{current_year}} w
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer pain point areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer pain point areas simultaneously and thoroughly.
Start with customer pain points research approach: Start with customer pain points research approach:
"Now I'll conduct **customer pain points analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer challenges. "Now I'll conduct **customer pain points analysis** for **{{research_topic}}** to understand customer challenges.
**Customer Pain Points Focus:** **Customer Pain Points Focus:**
@ -57,10 +57,10 @@ Start with customer pain points research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} customer pain points challenges {{current_year}}"` Search the web: "{{research_topic}} customer pain points challenges"
`WebSearch: "{{research_topic}} customer frustrations {{current_year}}"` Search the web: "{{research_topic}} customer frustrations"
`WebSearch: "{{research_topic}} unmet customer needs {{current_year}}"` Search the web: "{{research_topic}} unmet customer needs"
`WebSearch: "{{research_topic}} customer barriers to adoption {{current_year}}"` Search the web: "{{research_topic}} customer barriers to adoption"
**Analysis approach:** **Analysis approach:**
@ -109,7 +109,7 @@ _Primary Frustrations: [Major customer frustrations identified]_
_Usage Barriers: [Barriers preventing effective usage]_ _Usage Barriers: [Barriers preventing effective usage]_
_Service Pain Points: [Customer service and support issues]_ _Service Pain Points: [Customer service and support issues]_
_Frequency Analysis: [How often these challenges occur]_ _Frequency Analysis: [How often these challenges occur]_
_Source: [URL with {{current_year}} customer challenges data]_ _Source: [URL]_
### Unmet Customer Needs ### Unmet Customer Needs
@ -118,7 +118,7 @@ _Critical Unmet Needs: [Most important unaddressed needs]_
_Solution Gaps: [Opportunities to address unmet needs]_ _Solution Gaps: [Opportunities to address unmet needs]_
_Market Gaps: [Market opportunities from unmet needs]_ _Market Gaps: [Market opportunities from unmet needs]_
_Priority Analysis: [Which needs are most critical]_ _Priority Analysis: [Which needs are most critical]_
_Source: [URL with {{current_year}} unmet needs data]_ _Source: [URL]_
### Barriers to Adoption ### Barriers to Adoption
@ -127,7 +127,7 @@ _Price Barriers: [Cost-related barriers to adoption]_
_Technical Barriers: [Complexity or technical barriers]_ _Technical Barriers: [Complexity or technical barriers]_
_Trust Barriers: [Trust and credibility issues]_ _Trust Barriers: [Trust and credibility issues]_
_Convenience Barriers: [Ease of use or accessibility issues]_ _Convenience Barriers: [Ease of use or accessibility issues]_
_Source: [URL with {{current_year}} adoption barriers data]_ _Source: [URL]_
### Service and Support Pain Points ### Service and Support Pain Points
@ -136,7 +136,7 @@ _Customer Service Issues: [Common customer service problems]_
_Support Gaps: [Areas where customer support is lacking]_ _Support Gaps: [Areas where customer support is lacking]_
_Communication Issues: [Communication breakdowns and frustrations]_ _Communication Issues: [Communication breakdowns and frustrations]_
_Response Time Issues: [Slow response and resolution problems]_ _Response Time Issues: [Slow response and resolution problems]_
_Source: [URL with {{current_year}} service pain points data]_ _Source: [URL]_
### Customer Satisfaction Gaps ### Customer Satisfaction Gaps
@ -145,7 +145,7 @@ _Expectation Gaps: [Differences between expectations and reality]_
_Quality Gaps: [Areas where quality expectations aren't met]_ _Quality Gaps: [Areas where quality expectations aren't met]_
_Value Perception Gaps: [Perceived value vs actual value]_ _Value Perception Gaps: [Perceived value vs actual value]_
_Trust and Credibility Gaps: [Trust issues affecting satisfaction]_ _Trust and Credibility Gaps: [Trust issues affecting satisfaction]_
_Source: [URL with {{current_year}} satisfaction gap data]_ _Source: [URL]_
### Emotional Impact Assessment ### Emotional Impact Assessment
@ -154,7 +154,7 @@ _Frustration Levels: [Customer frustration severity assessment]_
_Loyalty Risks: [How pain points affect customer loyalty]_ _Loyalty Risks: [How pain points affect customer loyalty]_
_Reputation Impact: [Impact on brand or product reputation]_ _Reputation Impact: [Impact on brand or product reputation]_
_Customer Retention Risks: [Risk of customer loss from pain points]_ _Customer Retention Risks: [Risk of customer loss from pain points]_
_Source: [URL with {{current_year}} emotional impact data]_ _Source: [URL]_
### Pain Point Prioritization ### Pain Point Prioritization
@ -163,14 +163,14 @@ _High Priority Pain Points: [Most critical pain points to address]_
_Medium Priority Pain Points: [Important but less critical pain points]_ _Medium Priority Pain Points: [Important but less critical pain points]_
_Low Priority Pain Points: [Minor pain points with lower impact]_ _Low Priority Pain Points: [Minor pain points with lower impact]_
_Opportunity Mapping: [Pain points with highest solution opportunity]_ _Opportunity Mapping: [Pain points with highest solution opportunity]_
_Source: [URL with {{current_year}} prioritization data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **customer pain points analysis** using current {{current_year}} data to understand customer challenges for {{research_topic}}. "I've completed **customer pain points analysis** for {{research_topic}}, focusing on customer challenges.
**Key Pain Points Findings:** **Key Pain Points Findings:**
@ -209,7 +209,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in customer web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical customer challenges or frustrations ❌ Missing critical customer challenges or frustrations
❌ Not identifying unmet needs or solution gaps ❌ Not identifying unmet needs or solution gaps
❌ Incomplete adoption barriers analysis ❌ Incomplete adoption barriers analysis
@ -227,7 +228,7 @@ Content is already written to document when generated in step 4. No additional a
- Use customer feedback and complaint data - Use customer feedback and complaint data
- Analyze customer support and service issues - Analyze customer support and service issues
- Study barriers to customer adoption - Study barriers to customer adoption
- Focus on current {{current_year}} pain point data - Focus on current pain point data
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -244,4 +245,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-customer-decisions.md` to analyze customer decision processes, journey mapping, and decision factors for {{research_topic}}. After user selects 'C', load `./step-04-customer-decisions.md` to analyze customer decision processes, journey mapping, and decision factors for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} customer pain points data with rigorous source verification! Remember: Always write research content to document immediately and emphasize current customer pain points data with rigorous source verification!

41
src/modules/bmm/workflows/1-analysis/research/market-steps/step-04-customer-decisions.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current customer data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER DECISION ANALYST, not content generator - 📋 YOU ARE A CUSTOMER DECISION ANALYST, not content generator
- 💬 FOCUS on customer decision processes and journey mapping - 💬 FOCUS on customer decision processes and journey mapping
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -32,7 +32,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct customer decision processes and journey analysis using current {{current_year}} web data with emphasis on decision factors and journey mapping. Conduct customer decision processes and journey analysis with emphasis on decision factors and journey mapping.
## CUSTOMER DECISIONS ANALYSIS SEQUENCE: ## CUSTOMER DECISIONS ANALYSIS SEQUENCE:
@ -41,7 +41,7 @@ Conduct customer decision processes and journey analysis using current {{current
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer decision areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer decision areas simultaneously and thoroughly.
Start with customer decisions research approach: Start with customer decisions research approach:
"Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer decision-making. "Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** to understand customer decision-making.
**Customer Decisions Focus:** **Customer Decisions Focus:**
@ -57,10 +57,10 @@ Start with customer decisions research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} customer decision process {{current_year}}"` Search the web: "{{research_topic}} customer decision process"
`WebSearch: "{{research_topic}} buying criteria factors {{current_year}}"` Search the web: "{{research_topic}} buying criteria factors"
`WebSearch: "{{research_topic}} customer journey mapping {{current_year}}"` Search the web: "{{research_topic}} customer journey mapping"
`WebSearch: "{{research_topic}} decision influencing factors {{current_year}}"` Search the web: "{{research_topic}} decision influencing factors"
**Analysis approach:** **Analysis approach:**
@ -109,7 +109,7 @@ _Decision Stages: [Key stages in customer decision making]_
_Decision Timelines: [Timeframes for different decisions]_ _Decision Timelines: [Timeframes for different decisions]_
_Complexity Levels: [Decision complexity assessment]_ _Complexity Levels: [Decision complexity assessment]_
_Evaluation Methods: [How customers evaluate options]_ _Evaluation Methods: [How customers evaluate options]_
_Source: [URL with {{current_year}} decision process data]_ _Source: [URL]_
### Decision Factors and Criteria ### Decision Factors and Criteria
@ -118,7 +118,7 @@ _Primary Decision Factors: [Most important factors in decisions]_
_Secondary Decision Factors: [Supporting factors influencing decisions]_ _Secondary Decision Factors: [Supporting factors influencing decisions]_
_Weighing Analysis: [How different factors are weighed]_ _Weighing Analysis: [How different factors are weighed]_
_Evoluton Patterns: [How factors change over time]_ _Evoluton Patterns: [How factors change over time]_
_Source: [URL with {{current_year}} decision factors data]_ _Source: [URL]_
### Customer Journey Mapping ### Customer Journey Mapping
@ -128,7 +128,7 @@ _Consideration Stage: [Evaluation and comparison process]_
_Decision Stage: [Final decision-making process]_ _Decision Stage: [Final decision-making process]_
_Purchase Stage: [Purchase execution and completion]_ _Purchase Stage: [Purchase execution and completion]_
_Post-Purchase Stage: [Post-decision evaluation and behavior]_ _Post-Purchase Stage: [Post-decision evaluation and behavior]_
_Source: [URL with {{current_year}} journey mapping data]_ _Source: [URL]_
### Touchpoint Analysis ### Touchpoint Analysis
@ -137,7 +137,7 @@ _Digital Touchpoints: [Online and digital interaction points]_
_Offline Touchpoints: [Physical and in-person interaction points]_ _Offline Touchpoints: [Physical and in-person interaction points]_
_Information Sources: [Where customers get information]_ _Information Sources: [Where customers get information]_
_Influence Channels: [What influences customer decisions]_ _Influence Channels: [What influences customer decisions]_
_Source: [URL with {{current_year}} touchpoint data]_ _Source: [URL]_
### Information Gathering Patterns ### Information Gathering Patterns
@ -146,7 +146,7 @@ _Research Methods: [How customers research options]_
_Information Sources Trusted: [Most trusted information sources]_ _Information Sources Trusted: [Most trusted information sources]_
_Research Duration: [Time spent gathering information]_ _Research Duration: [Time spent gathering information]_
_Evaluation Criteria: [How customers evaluate information]_ _Evaluation Criteria: [How customers evaluate information]_
_Source: [URL with {{current_year}} information gathering data]_ _Source: [URL]_
### Decision Influencers ### Decision Influencers
@ -155,7 +155,7 @@ _Peer Influence: [How friends and family influence decisions]_
_Expert Influence: [How expert opinions affect decisions]_ _Expert Influence: [How expert opinions affect decisions]_
_Media Influence: [How media and marketing affect decisions]_ _Media Influence: [How media and marketing affect decisions]_
_Social Proof Influence: [How reviews and testimonials affect decisions]_ _Social Proof Influence: [How reviews and testimonials affect decisions]_
_Source: [URL with {{current_year}} decision influencer data]_ _Source: [URL]_
### Purchase Decision Factors ### Purchase Decision Factors
@ -164,7 +164,7 @@ _Immediate Purchase Drivers: [Factors triggering immediate purchase]_
_Delayed Purchase Drivers: [Factors causing purchase delays]_ _Delayed Purchase Drivers: [Factors causing purchase delays]_
_Brand Loyalty Factors: [Factors driving repeat purchases]_ _Brand Loyalty Factors: [Factors driving repeat purchases]_
_Price Sensitivity: [How price affects purchase decisions]_ _Price Sensitivity: [How price affects purchase decisions]_
_Source: [URL with {{current_year}} purchase decision data]_ _Source: [URL]_
### Customer Decision Optimizations ### Customer Decision Optimizations
@ -173,14 +173,14 @@ _Friction Reduction: [Ways to make decisions easier]_
_Trust Building: [Building customer trust in decisions]_ _Trust Building: [Building customer trust in decisions]_
_Conversion Optimization: [Optimizing decision-to-purchase rates]_ _Conversion Optimization: [Optimizing decision-to-purchase rates]_
_Loyalty Building: [Building long-term customer relationships]_ _Loyalty Building: [Building long-term customer relationships]_
_Source: [URL with {{current_year}} decision optimization data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **customer decision processes analysis** using current {{current_year}} data to understand customer decision-making for {{research_topic}}. "I've completed **customer decision processes analysis** for {{research_topic}}, focusing on customer decision-making.
**Key Decision Findings:** **Key Decision Findings:**
@ -219,7 +219,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in customer web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical decision-making process stages ❌ Missing critical decision-making process stages
❌ Not identifying key decision factors ❌ Not identifying key decision factors
❌ Incomplete customer journey mapping ❌ Incomplete customer journey mapping
@ -237,7 +238,7 @@ Content is already written to document when generated in step 4. No additional a
- Use customer journey mapping methodologies - Use customer journey mapping methodologies
- Analyze buying criteria and decision factors - Analyze buying criteria and decision factors
- Study decision influence and touchpoint analysis - Study decision influence and touchpoint analysis
- Focus on current {{current_year}} decision data - Focus on current decision data
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -254,4 +255,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-05-competitive-analysis.md` to analyze competitive landscape, market positioning, and competitive strategies for {{research_topic}}. After user selects 'C', load `./step-05-competitive-analysis.md` to analyze competitive landscape, market positioning, and competitive strategies for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} customer decision data with rigorous source verification! Remember: Always write research content to document immediately and emphasize current customer decision data with rigorous source verification!

31
src/modules/bmm/workflows/1-analysis/research/market-steps/step-05-competitive-analysis.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current competitive data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator - 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
- 💬 FOCUS on competitive landscape and market positioning - 💬 FOCUS on competitive landscape and market positioning
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -28,14 +28,14 @@
## YOUR TASK: ## YOUR TASK:
Conduct comprehensive competitive analysis using current {{current_year}} web data with emphasis on market positioning. Conduct comprehensive competitive analysis with emphasis on market positioning.
## COMPETITIVE ANALYSIS SEQUENCE: ## COMPETITIVE ANALYSIS SEQUENCE:
### 1. Begin Competitive Analysis ### 1. Begin Competitive Analysis
Start with competitive research approach: Start with competitive research approach:
"Now I'll conduct **competitive analysis** using current {{current_year}} web data to understand the competitive landscape. "Now I'll conduct **competitive analysis** to understand the competitive landscape.
**Competitive Analysis Focus:** **Competitive Analysis Focus:**
@ -61,43 +61,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### Key Market Players ### Key Market Players
[Key players analysis with market share data] [Key players analysis with market share data]
_Source: [URL with {{current_year}} market share data]_ _Source: [URL]_
### Market Share Analysis ### Market Share Analysis
[Market share analysis with source citations] [Market share analysis with source citations]
_Source: [URL with {{current_year}} market share data]_ _Source: [URL]_
### Competitive Positioning ### Competitive Positioning
[Positioning analysis with source citations] [Positioning analysis with source citations]
_Source: [URL with {{current_year}} positioning data]_ _Source: [URL]_
### Strengths and Weaknesses ### Strengths and Weaknesses
[SWOT analysis with source citations] [SWOT analysis with source citations]
_Source: [URL with {{current_year}} competitor analysis]_ _Source: [URL]_
### Market Differentiation ### Market Differentiation
[Differentiation analysis with source citations] [Differentiation analysis with source citations]
_Source: [URL with {{current_year}} differentiation data]_ _Source: [URL]_
### Competitive Threats ### Competitive Threats
[Threats analysis with source citations] [Threats analysis with source citations]
_Source: [URL with {{current_year}} threat assessment]_ _Source: [URL]_
### Opportunities ### Opportunities
[Competitive opportunities analysis with source citations] [Competitive opportunities analysis with source citations]
_Source: [URL with {{current_year}} opportunity data]_ _Source: [URL]_
``` ```
### 3. Present Analysis and Complete Option ### 3. Present Analysis and Complete Option
Show the generated competitive analysis and present complete option: Show the generated competitive analysis and present complete option:
"I've completed the **competitive analysis** using current {{current_year}} data to understand the competitive landscape. "I've completed the **competitive analysis** for the competitive landscape.
**Key Competitive Findings:** **Key Competitive Findings:**
@ -124,7 +124,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Key market players identified with {{current_year}} data ✅ Key market players identified
✅ Market share analysis completed with source verification ✅ Market share analysis completed with source verification
✅ Competitive positioning strategies clearly mapped ✅ Competitive positioning strategies clearly mapped
✅ Strengths and weaknesses thoroughly analyzed ✅ Strengths and weaknesses thoroughly analyzed
@ -135,7 +135,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in competitive web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing key market players or market share data ❌ Missing key market players or market share data
❌ Incomplete competitive positioning analysis ❌ Incomplete competitive positioning analysis
❌ Not identifying market differentiation opportunities ❌ Not identifying market differentiation opportunities
@ -172,4 +173,4 @@ Market research workflow complete. User may:
- Conduct additional competitive research on specific companies - Conduct additional competitive research on specific companies
- Combine market research with other research types for comprehensive insights - Combine market research with other research types for comprehensive insights
Congratulations on completing comprehensive market research with current {{current_year}} data! 🎉 Congratulations on completing comprehensive market research! 🎉

73
src/modules/bmm/workflows/1-analysis/research/market-steps/step-06-research-completion.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current market data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A MARKET RESEARCH STRATEGIST, not content generator - 📋 YOU ARE A MARKET RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on strategic recommendations and actionable insights - 💬 FOCUS on strategic recommendations and actionable insights
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -38,7 +38,7 @@ Produce a comprehensive, authoritative market research document on **{{research_
### 1. Begin Strategic Synthesis ### 1. Begin Strategic Synthesis
Start with strategic synthesis approach: Start with strategic synthesis approach:
"Now I'll complete our market research with **strategic synthesis and recommendations** using current {{current_year}} data. "Now I'll complete our market research with **strategic synthesis and recommendations** .
**Strategic Synthesis Focus:** **Strategic Synthesis Focus:**
@ -53,7 +53,7 @@ Start with strategic synthesis approach:
### 2. Web Search for Market Entry Strategies ### 2. Web Search for Market Entry Strategies
Search for current market strategies: Search for current market strategies:
`WebSearch: "market entry strategies best practices {{current_year}}"` Search the web: "market entry strategies best practices"
**Strategy focus:** **Strategy focus:**
@ -65,7 +65,7 @@ Search for current market strategies:
### 3. Web Search for Risk Assessment ### 3. Web Search for Risk Assessment
Search for current risk approaches: Search for current risk approaches:
`WebSearch: "market research risk assessment frameworks {{current_year}}"` Search the web: "market research risk assessment frameworks"
**Risk focus:** **Risk focus:**
@ -105,10 +105,10 @@ Prepare comprehensive market research document with full structure:
### Market Research Significance ### Market Research Significance
[Compelling market narrative about why {{research_topic}} research is critical in {{current_year}}] **Compelling market narrative about why {{research_topic}} research is critical now**
_Market Importance: [Strategic market significance with {{current_year}} context]_ _Market Importance: [Strategic market significance with up-to-date context]_
_Business Impact: [Business implications of market research]_ _Business Impact: [Business implications of market research]_
_Source: [URL with {{current_year}} market significance data]_ _Source: [URL]_
### Market Research Methodology ### Market Research Methodology
@ -117,7 +117,7 @@ _Source: [URL with {{current_year}} market significance data]_
- **Market Scope**: [Comprehensive market coverage areas] - **Market Scope**: [Comprehensive market coverage areas]
- **Data Sources**: [Authoritative market sources and verification approach] - **Data Sources**: [Authoritative market sources and verification approach]
- **Analysis Framework**: [Structured market analysis methodology] - **Analysis Framework**: [Structured market analysis methodology]
- **Time Period**: [{{current_year}} focus and market evolution context] - **Time Period**: [current focus and market evolution context]
- **Geographic Coverage**: [Regional/global market scope] - **Geographic Coverage**: [Regional/global market scope]
### Market Research Goals and Objectives ### Market Research Goals and Objectives
@ -134,12 +134,12 @@ _Source: [URL with {{current_year}} market significance data]_
### Market Size and Growth Projections ### Market Size and Growth Projections
[Comprehensive market analysis with {{current_year}} data] _[Comprehensive market analysis]_
_Market Size: [Current market valuation and size]_ _Market Size: [Current market valuation and size]_
_Growth Rate: [CAGR and market growth projections]_ _Growth Rate: [CAGR and market growth projections]_
_Market Drivers: [Key factors driving market growth]_ _Market Drivers: [Key factors driving market growth]_
_Market Segments: [Detailed market segmentation analysis]_ _Market Segments: [Detailed market segmentation analysis]_
_Source: [URL with {{current_year}} market size data]_ _Source: [URL]_
### Market Trends and Dynamics ### Market Trends and Dynamics
@ -147,7 +147,7 @@ _Source: [URL with {{current_year}} market size data]_
_Emerging Trends: [Key market trends and their implications]_ _Emerging Trends: [Key market trends and their implications]_
_Market Dynamics: [Forces shaping market evolution]_ _Market Dynamics: [Forces shaping market evolution]_
_Consumer Behavior Shifts: [Changes in customer behavior and preferences]_ _Consumer Behavior Shifts: [Changes in customer behavior and preferences]_
_Source: [URL with {{current_year}} market trends data]_ _Source: [URL]_
### Pricing and Business Model Analysis ### Pricing and Business Model Analysis
@ -155,17 +155,17 @@ _Source: [URL with {{current_year}} market trends data]_
_Pricing Strategies: [Current pricing approaches and models]_ _Pricing Strategies: [Current pricing approaches and models]_
_Business Model Evolution: [Emerging and successful business models]_ _Business Model Evolution: [Emerging and successful business models]_
_Value Proposition Analysis: [Customer value proposition assessment]_ _Value Proposition Analysis: [Customer value proposition assessment]_
_Source: [URL with {{current_year}} pricing data]_ _Source: [URL]_
## 3. Customer Insights and Behavior Analysis ## 3. Customer Insights and Behavior Analysis
### Customer Behavior Patterns ### Customer Behavior Patterns
[Customer insights analysis with {{current_year}} context] [Customer insights analysis with current context]
_Behavior Patterns: [Key customer behavior trends and patterns]_ _Behavior Patterns: [Key customer behavior trends and patterns]_
_Customer Journey: [Complete customer journey mapping]_ _Customer Journey: [Complete customer journey mapping]_
_Decision Factors: [Factors influencing customer decisions]_ _Decision Factors: [Factors influencing customer decisions]_
_Source: [URL with {{current_year}} customer behavior data]_ _Source: [URL]_
### Customer Pain Points and Needs ### Customer Pain Points and Needs
@ -173,7 +173,7 @@ _Source: [URL with {{current_year}} customer behavior data]_
_Pain Points: [Key customer challenges and frustrations]_ _Pain Points: [Key customer challenges and frustrations]_
_Unmet Needs: [Unsolved customer needs and opportunities]_ _Unmet Needs: [Unsolved customer needs and opportunities]_
_Customer Expectations: [Current customer expectations and requirements]_ _Customer Expectations: [Current customer expectations and requirements]_
_Source: [URL with {{current_year}} customer insights data]_ _Source: [URL]_
### Customer Segmentation and Targeting ### Customer Segmentation and Targeting
@ -181,7 +181,7 @@ _Source: [URL with {{current_year}} customer insights data]_
_Customer Segments: [Detailed customer segment profiles]_ _Customer Segments: [Detailed customer segment profiles]_
_Target Market Analysis: [Most attractive customer segments]_ _Target Market Analysis: [Most attractive customer segments]_
_Segment-specific Strategies: [Tailored approaches for key segments]_ _Segment-specific Strategies: [Tailored approaches for key segments]_
_Source: [URL with {{current_year}} segmentation data]_ _Source: [URL]_
## 4. Competitive Landscape and Positioning ## 4. Competitive Landscape and Positioning
@ -191,7 +191,7 @@ _Source: [URL with {{current_year}} segmentation data]_
_Market Leaders: [Dominant competitors and their strategies]_ _Market Leaders: [Dominant competitors and their strategies]_
_Emerging Competitors: [New entrants and innovative approaches]_ _Emerging Competitors: [New entrants and innovative approaches]_
_Competitive Advantages: [Key differentiators and competitive advantages]_ _Competitive Advantages: [Key differentiators and competitive advantages]_
_Source: [URL with {{current_year}} competitive data]_ _Source: [URL]_
### Market Positioning Strategies ### Market Positioning Strategies
@ -199,7 +199,7 @@ _Source: [URL with {{current_year}} competitive data]_
_Positioning Opportunities: [Opportunities for market differentiation]_ _Positioning Opportunities: [Opportunities for market differentiation]_
_Competitive Gaps: [Unserved market needs and opportunities]_ _Competitive Gaps: [Unserved market needs and opportunities]_
_Positioning Framework: [Recommended positioning approach]_ _Positioning Framework: [Recommended positioning approach]_
_Source: [URL with {{current_year}} positioning data]_ _Source: [URL]_
## 5. Strategic Market Recommendations ## 5. Strategic Market Recommendations
@ -209,7 +209,7 @@ _Source: [URL with {{current_year}} positioning data]_
_High-Value Opportunities: [Most attractive market opportunities]_ _High-Value Opportunities: [Most attractive market opportunities]_
_Market Entry Timing: [Optimal timing for market entry or expansion]_ _Market Entry Timing: [Optimal timing for market entry or expansion]_
_Growth Strategies: [Recommended approaches for market growth]_ _Growth Strategies: [Recommended approaches for market growth]_
_Source: [URL with {{current_year}} market opportunity data]_ _Source: [URL]_
### Strategic Recommendations ### Strategic Recommendations
@ -217,7 +217,7 @@ _Source: [URL with {{current_year}} market opportunity data]_
_Market Entry Strategy: [Recommended approach for market entry/expansion]_ _Market Entry Strategy: [Recommended approach for market entry/expansion]_
_Competitive Strategy: [Recommended competitive positioning and approach]_ _Competitive Strategy: [Recommended competitive positioning and approach]_
_Customer Acquisition Strategy: [Recommended customer acquisition approach]_ _Customer Acquisition Strategy: [Recommended customer acquisition approach]_
_Source: [URL with {{current_year}} strategic data]_ _Source: [URL]_
## 6. Market Entry and Growth Strategies ## 6. Market Entry and Growth Strategies
@ -227,7 +227,7 @@ _Source: [URL with {{current_year}} strategic data]_
_Market Entry Approach: [Recommended market entry strategy and tactics]_ _Market Entry Approach: [Recommended market entry strategy and tactics]_
_Channel Strategy: [Optimal channels for market reach and customer acquisition]_ _Channel Strategy: [Optimal channels for market reach and customer acquisition]_
_Partnership Strategy: [Strategic partnership and collaboration opportunities]_ _Partnership Strategy: [Strategic partnership and collaboration opportunities]_
_Source: [URL with {{current_year}} market entry data]_ _Source: [URL]_
### Growth and Scaling Strategy ### Growth and Scaling Strategy
@ -235,7 +235,7 @@ _Source: [URL with {{current_year}} market entry data]_
_Growth Phases: [Recommended phased approach to market growth]_ _Growth Phases: [Recommended phased approach to market growth]_
_Scaling Considerations: [Key factors for successful market scaling]_ _Scaling Considerations: [Key factors for successful market scaling]_
_Expansion Opportunities: [Opportunities for geographic or segment expansion]_ _Expansion Opportunities: [Opportunities for geographic or segment expansion]_
_Source: [URL with {{current_year}} growth strategy data]_ _Source: [URL]_
## 7. Risk Assessment and Mitigation ## 7. Risk Assessment and Mitigation
@ -245,7 +245,7 @@ _Source: [URL with {{current_year}} growth strategy data]_
_Market Risks: [Key market-related risks and uncertainties]_ _Market Risks: [Key market-related risks and uncertainties]_
_Competitive Risks: [Competitive threats and mitigation strategies]_ _Competitive Risks: [Competitive threats and mitigation strategies]_
_Regulatory Risks: [Regulatory and compliance considerations]_ _Regulatory Risks: [Regulatory and compliance considerations]_
_Source: [URL with {{current_year}} risk assessment data]_ _Source: [URL]_
### Mitigation Strategies ### Mitigation Strategies
@ -253,7 +253,7 @@ _Source: [URL with {{current_year}} risk assessment data]_
_Risk Mitigation Approaches: [Strategies for managing identified risks]_ _Risk Mitigation Approaches: [Strategies for managing identified risks]_
_Contingency Planning: [Backup plans and alternative approaches]_ _Contingency Planning: [Backup plans and alternative approaches]_
_Market Sensitivity Analysis: [Impact of market changes on strategy]_ _Market Sensitivity Analysis: [Impact of market changes on strategy]_
_Source: [URL with {{current_year}} mitigation data]_ _Source: [URL]_
## 8. Implementation Roadmap and Success Metrics ## 8. Implementation Roadmap and Success Metrics
@ -263,7 +263,7 @@ _Source: [URL with {{current_year}} mitigation data]_
_Implementation Timeline: [Recommended phased implementation approach]_ _Implementation Timeline: [Recommended phased implementation approach]_
_Required Resources: [Key resources and capabilities needed]_ _Required Resources: [Key resources and capabilities needed]_
_Implementation Milestones: [Key milestones and success criteria]_ _Implementation Milestones: [Key milestones and success criteria]_
_Source: [URL with {{current_year}} implementation data]_ _Source: [URL]_
### Success Metrics and KPIs ### Success Metrics and KPIs
@ -271,7 +271,7 @@ _Source: [URL with {{current_year}} implementation data]_
_Key Performance Indicators: [Critical metrics for measuring success]_ _Key Performance Indicators: [Critical metrics for measuring success]_
_Monitoring and Reporting: [Approach for tracking and reporting progress]_ _Monitoring and Reporting: [Approach for tracking and reporting progress]_
_Success Criteria: [Clear criteria for determining success]_ _Success Criteria: [Clear criteria for determining success]_
_Source: [URL with {{current_year}} metrics data]_ _Source: [URL]_
## 9. Future Market Outlook and Opportunities ## 9. Future Market Outlook and Opportunities
@ -281,7 +281,7 @@ _Source: [URL with {{current_year}} metrics data]_
_Near-term Market Evolution: [1-2 year market development expectations]_ _Near-term Market Evolution: [1-2 year market development expectations]_
_Medium-term Market Trends: [3-5 year expected market developments]_ _Medium-term Market Trends: [3-5 year expected market developments]_
_Long-term Market Vision: [5+ year market outlook for {{research_topic}}]_ _Long-term Market Vision: [5+ year market outlook for {{research_topic}}]_
_Source: [URL with {{current_year}} future trends data]_ _Source: [URL]_
### Strategic Opportunities ### Strategic Opportunities
@ -289,7 +289,7 @@ _Source: [URL with {{current_year}} future trends data]_
_Emerging Opportunities: [New market opportunities and their potential]_ _Emerging Opportunities: [New market opportunities and their potential]_
_Innovation Opportunities: [Areas for market innovation and differentiation]_ _Innovation Opportunities: [Areas for market innovation and differentiation]_
_Strategic Market Investments: [Recommended market investments and priorities]_ _Strategic Market Investments: [Recommended market investments and priorities]_
_Source: [URL with {{current_year}} opportunity data]_ _Source: [URL]_
## 10. Market Research Methodology and Source Verification ## 10. Market Research Methodology and Source Verification
@ -299,7 +299,6 @@ _Source: [URL with {{current_year}} opportunity data]_
_Primary Market Sources: [Key authoritative market sources used]_ _Primary Market Sources: [Key authoritative market sources used]_
_Secondary Market Sources: [Supporting market research and analysis]_ _Secondary Market Sources: [Supporting market research and analysis]_
_Market Web Search Queries: [Complete list of market search queries used]_ _Market Web Search Queries: [Complete list of market search queries used]_
_Market Data Currency: [All market data verified for {{current_year}} currency]_
### Market Research Quality Assurance ### Market Research Quality Assurance
@ -344,9 +343,9 @@ _Market Analysis Tools: [Tools and resources for ongoing market analysis]_
--- ---
**Market Research Completion Date:** {{date}} **Market Research Completion Date:** {{date}}
**Research Period:** {{current_year}} comprehensive market analysis **Research Period:** current comprehensive market analysis
**Document Length:** As needed for comprehensive market coverage **Document Length:** As needed for comprehensive market coverage
**Source Verification:** All market facts cited with {{current_year}} sources **Source Verification:** All market facts cited with current sources
**Market Confidence Level:** High - based on multiple authoritative market sources **Market Confidence Level:** High - based on multiple authoritative market sources
_This comprehensive market research document serves as an authoritative market reference on {{research_topic}} and provides strategic market insights for informed decision-making._ _This comprehensive market research document serves as an authoritative market reference on {{research_topic}} and provides strategic market insights for informed decision-making._
@ -365,7 +364,7 @@ _This comprehensive market research document serves as an authoritative market r
- **Exhaustive Market Research Coverage**: All market aspects of {{research_topic}} thoroughly analyzed - **Exhaustive Market Research Coverage**: All market aspects of {{research_topic}} thoroughly analyzed
- **Executive Market Summary**: Key market findings and strategic implications highlighted - **Executive Market Summary**: Key market findings and strategic implications highlighted
- **Strategic Market Recommendations**: Actionable market insights based on comprehensive research - **Strategic Market Recommendations**: Actionable market insights based on comprehensive research
- **Complete Market Source Citations**: Every market claim verified with {{current_year}} sources - **Complete Market Source Citations**: Every market claim verified with current sources
**Market Research Completeness:** **Market Research Completeness:**
@ -380,7 +379,7 @@ _This comprehensive market research document serves as an authoritative market r
- Professional market structure and compelling narrative - Professional market structure and compelling narrative
- As long as needed for comprehensive market coverage - As long as needed for comprehensive market coverage
- Multiple independent sources for all market claims - Multiple independent sources for all market claims
- {{current_year}} market data throughout with proper citations - current market data throughout with proper citations
**Ready to complete this comprehensive market research document?** **Ready to complete this comprehensive market research document?**
[C] Complete Research - Save final comprehensive market research document [C] Complete Research - Save final comprehensive market research document
@ -404,7 +403,7 @@ When user selects 'C', append the content directly to the research document usin
✅ Exhaustive market research coverage across all market aspects ✅ Exhaustive market research coverage across all market aspects
✅ Executive market summary with key findings and strategic implications ✅ Executive market summary with key findings and strategic implications
✅ Strategic market recommendations grounded in comprehensive research ✅ Strategic market recommendations grounded in comprehensive research
✅ Complete market source verification with {{current_year}} citations ✅ Complete market source verification with current citations
✅ Professional market document structure and compelling narrative ✅ Professional market document structure and compelling narrative
✅ [C] complete option presented and handled correctly ✅ [C] complete option presented and handled correctly
✅ Market research workflow completed with comprehensive document ✅ Market research workflow completed with comprehensive document
@ -416,7 +415,7 @@ When user selects 'C', append the content directly to the research document usin
❌ Incomplete market research coverage across market aspects ❌ Incomplete market research coverage across market aspects
❌ Not providing executive market summary with key findings ❌ Not providing executive market summary with key findings
❌ Missing strategic market recommendations based on research ❌ Missing strategic market recommendations based on research
❌ Not using {{current_year}} market sources for all factual claims ❌ Relying solely on training data without web verification for current facts
❌ Producing market document without professional structure ❌ Producing market document without professional structure
❌ Not presenting completion option for final market document ❌ Not presenting completion option for final market document
@ -461,7 +460,7 @@ Complete authoritative market research document on {{research_topic}} that:
- Establishes professional market credibility through comprehensive research - Establishes professional market credibility through comprehensive research
- Provides strategic market insights for informed decision-making - Provides strategic market insights for informed decision-making
- Serves as market reference document for continued use - Serves as market reference document for continued use
- Maintains highest market research quality standards with {{current_year}} verification - Maintains highest market research quality standards with current verification
## NEXT STEPS: ## NEXT STEPS:

1
src/modules/bmm/workflows/1-analysis/research/research.template.md
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@ -3,7 +3,6 @@
**Date:** {{date}} **Date:** {{date}}
**Author:** {{user_name}} **Author:** {{user_name}}
**Research Type:** {{research_type}} **Research Type:** {{research_type}}
**Data Currency:** {{current_year}}
--- ---

16
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-01-init.md
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@ -25,7 +25,7 @@
- **Research topic = "{{research_topic}}"** - discovered from initial discussion - **Research topic = "{{research_topic}}"** - discovered from initial discussion
- **Research goals = "{{research_goals}}"** - captured from initial discussion - **Research goals = "{{research_goals}}"** - captured from initial discussion
- Focus on technical architecture and implementation research - Focus on technical architecture and implementation research
- Web search capabilities with {{current_year}} data are enabled - Web search is required to verify and supplement your knowledge with current facts
## YOUR TASK: ## YOUR TASK:
@ -48,7 +48,7 @@ Start with technical scope understanding:
**Research Approach:** **Research Approach:**
- Current {{current_year}} web data with rigorous source verification - Current web data with rigorous source verification
- Multi-source validation for critical technical claims - Multi-source validation for critical technical claims
- Confidence levels for uncertain technical information - Confidence levels for uncertain technical information
- Comprehensive technical coverage with architecture-specific insights - Comprehensive technical coverage with architecture-specific insights
@ -66,7 +66,7 @@ For **{{research_topic}}**, I will research:
✅ **Integration Patterns** - APIs, protocols, interoperability ✅ **Integration Patterns** - APIs, protocols, interoperability
✅ **Performance Considerations** - scalability, optimization, patterns ✅ **Performance Considerations** - scalability, optimization, patterns
**All using current {{current_year}} web data with source verification.** **All claims verified against current public sources.**
**Does this technical research scope and approach align with your goals?** **Does this technical research scope and approach align with your goals?**
[C] Continue - Begin technical research with this scope [C] Continue - Begin technical research with this scope
@ -77,7 +77,7 @@ For **{{research_topic}}**, I will research:
- Document scope confirmation in research file - Document scope confirmation in research file
- Update frontmatter: `stepsCompleted: [1]` - Update frontmatter: `stepsCompleted: [1]`
- Load: `./step-02-technology-stack.md` - Load: `./step-02-technical-overview.md`
## APPEND TO DOCUMENT: ## APPEND TO DOCUMENT:
@ -99,7 +99,7 @@ When user selects 'C', append scope confirmation:
**Research Methodology:** **Research Methodology:**
- Current {{current_year}} web data with rigorous source verification - Current web data with rigorous source verification
- Multi-source validation for critical technical claims - Multi-source validation for critical technical claims
- Confidence level framework for uncertain information - Confidence level framework for uncertain information
- Comprehensive technical coverage with architecture-specific insights - Comprehensive technical coverage with architecture-specific insights
@ -111,7 +111,7 @@ When user selects 'C', append scope confirmation:
✅ Technical research scope clearly confirmed with user ✅ Technical research scope clearly confirmed with user
✅ All technical analysis areas identified and explained ✅ All technical analysis areas identified and explained
✅ Research methodology with {{current_year}} data emphasized ✅ Research methodology emphasized
✅ [C] continue option presented and handled correctly ✅ [C] continue option presented and handled correctly
✅ Scope confirmation documented when user proceeds ✅ Scope confirmation documented when user proceeds
✅ Proper routing to next technical research step ✅ Proper routing to next technical research step
@ -120,7 +120,7 @@ When user selects 'C', append scope confirmation:
❌ Not clearly confirming technical research scope with user ❌ Not clearly confirming technical research scope with user
❌ Missing critical technical analysis areas ❌ Missing critical technical analysis areas
❌ Not emphasizing {{current_year}} web data requirement ❌ Not explaining that web search is required for current facts
❌ Not presenting [C] continue option ❌ Not presenting [C] continue option
❌ Proceeding without user scope confirmation ❌ Proceeding without user scope confirmation
❌ Not routing to next technical research step ❌ Not routing to next technical research step
@ -131,6 +131,6 @@ When user selects 'C', append scope confirmation:
## NEXT STEP: ## NEXT STEP:
After user selects 'C', load `./step-02-technology-stack.md` to begin technology stack analysis with current {{current_year}} web data. After user selects 'C', load `./step-02-technical-overview.md` to begin technology stack analysis.
Remember: This is SCOPE CONFIRMATION ONLY - no actual technical research yet, just confirming the research approach and scope! Remember: This is SCOPE CONFIRMATION ONLY - no actual technical research yet, just confirming the research approach and scope!

37
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-02-technical-overview.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current technology data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A TECHNOLOGY STACK ANALYST, not content generator - 📋 YOU ARE A TECHNOLOGY STACK ANALYST, not content generator
- 💬 FOCUS on languages, frameworks, tools, and platforms - 💬 FOCUS on languages, frameworks, tools, and platforms
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,7 +31,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct technology stack analysis focusing on languages, frameworks, tools, and platforms using current {{current_year}} web data with rigorous source verification. Conduct technology stack analysis focusing on languages, frameworks, tools, and platforms. Search the web to verify and supplement current facts.
## TECHNOLOGY STACK ANALYSIS SEQUENCE: ## TECHNOLOGY STACK ANALYSIS SEQUENCE:
@ -40,7 +40,7 @@ Conduct technology stack analysis focusing on languages, frameworks, tools, and
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different technology stack areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different technology stack areas simultaneously and thoroughly.
Start with technology stack research approach: Start with technology stack research approach:
"Now I'll conduct **technology stack analysis** for **{{research_topic}}** using current {{current_year}} web data to understand the technology landscape. "Now I'll conduct **technology stack analysis** for **{{research_topic}}** to understand the technology landscape.
**Technology Stack Focus:** **Technology Stack Focus:**
@ -56,10 +56,10 @@ Start with technology stack research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} programming languages frameworks {{current_year}}"` Search the web: "{{research_topic}} programming languages frameworks"
`WebSearch: "{{research_topic}} development tools platforms {{current_year}}"` Search the web: "{{research_topic}} development tools platforms"
`WebSearch: "{{research_topic}} database storage technologies {{current_year}}"` Search the web: "{{research_topic}} database storage technologies"
`WebSearch: "{{research_topic}} cloud infrastructure platforms {{current_year}}"` Search the web: "{{research_topic}} cloud infrastructure platforms"
**Analysis approach:** **Analysis approach:**
@ -108,7 +108,7 @@ _Popular Languages: [Most widely used languages for {{research_topic}}]_
_Emerging Languages: [Growing languages gaining adoption]_ _Emerging Languages: [Growing languages gaining adoption]_
_Language Evolution: [How language preferences are changing]_ _Language Evolution: [How language preferences are changing]_
_Performance Characteristics: [Language performance and suitability]_ _Performance Characteristics: [Language performance and suitability]_
_Source: [URL with {{current_year}} language data]_ _Source: [URL]_
### Development Frameworks and Libraries ### Development Frameworks and Libraries
@ -117,7 +117,7 @@ _Major Frameworks: [Dominant frameworks and their use cases]_
_Micro-frameworks: [Lightweight options and specialized libraries]_ _Micro-frameworks: [Lightweight options and specialized libraries]_
_Evolution Trends: [How frameworks are evolving and changing]_ _Evolution Trends: [How frameworks are evolving and changing]_
_Ecosystem Maturity: [Library availability and community support]_ _Ecosystem Maturity: [Library availability and community support]_
_Source: [URL with {{current_year}} framework data]_ _Source: [URL]_
### Database and Storage Technologies ### Database and Storage Technologies
@ -126,7 +126,7 @@ _Relational Databases: [Traditional SQL databases and their evolution]_
_NoSQL Databases: [Document, key-value, graph, and other NoSQL options]_ _NoSQL Databases: [Document, key-value, graph, and other NoSQL options]_
_In-Memory Databases: [Redis, Memcached, and performance-focused solutions]_ _In-Memory Databases: [Redis, Memcached, and performance-focused solutions]_
_Data Warehousing: [Analytics and big data storage solutions]_ _Data Warehousing: [Analytics and big data storage solutions]_
_Source: [URL with {{current_year}} database data]_ _Source: [URL]_
### Development Tools and Platforms ### Development Tools and Platforms
@ -135,7 +135,7 @@ _IDE and Editors: [Development environments and their evolution]_
_Version Control: [Git and related development tools]_ _Version Control: [Git and related development tools]_
_Build Systems: [Compilation, packaging, and automation tools]_ _Build Systems: [Compilation, packaging, and automation tools]_
_Testing Frameworks: [Unit testing, integration testing, and QA tools]_ _Testing Frameworks: [Unit testing, integration testing, and QA tools]_
_Source: [URL with {{current_year}} tools data]_ _Source: [URL]_
### Cloud Infrastructure and Deployment ### Cloud Infrastructure and Deployment
@ -144,7 +144,7 @@ _Major Cloud Providers: [AWS, Azure, GCP and their services]_
_Container Technologies: [Docker, Kubernetes, and orchestration]_ _Container Technologies: [Docker, Kubernetes, and orchestration]_
_Serverless Platforms: [FaaS and event-driven computing]_ _Serverless Platforms: [FaaS and event-driven computing]_
_CDN and Edge Computing: [Content delivery and distributed computing]_ _CDN and Edge Computing: [Content delivery and distributed computing]_
_Source: [URL with {{current_year}} cloud data]_ _Source: [URL]_
### Technology Adoption Trends ### Technology Adoption Trends
@ -153,14 +153,14 @@ _Migration Patterns: [How technology choices are evolving]_
_Emerging Technologies: [New technologies gaining traction]_ _Emerging Technologies: [New technologies gaining traction]_
_Legacy Technology: [Older technologies being phased out]_ _Legacy Technology: [Older technologies being phased out]_
_Community Trends: [Developer preferences and open-source adoption]_ _Community Trends: [Developer preferences and open-source adoption]_
_Source: [URL with {{current_year}} adoption data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **technology stack analysis** using current {{current_year}} data to understand the technology landscape for {{research_topic}}. "I've completed **technology stack analysis** of the technology landscape for {{research_topic}}.
**Key Technology Stack Findings:** **Key Technology Stack Findings:**
@ -199,7 +199,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in technology web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical programming languages or frameworks ❌ Missing critical programming languages or frameworks
❌ Incomplete database and storage technology analysis ❌ Incomplete database and storage technology analysis
❌ Not identifying development tools and platforms ❌ Not identifying development tools and platforms
@ -217,7 +218,7 @@ Content is already written to document when generated in step 4. No additional a
- Use technology documentation and best practices guides - Use technology documentation and best practices guides
- Analyze open-source projects and their technology choices - Analyze open-source projects and their technology choices
- Study technology adoption patterns and migration trends - Study technology adoption patterns and migration trends
- Focus on current {{current_year}} technology data - Focus on current technology data
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -234,4 +235,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-integration-patterns.md` to analyze APIs, communication protocols, and system interoperability for {{research_topic}}. After user selects 'C', load `./step-03-integration-patterns.md` to analyze APIs, communication protocols, and system interoperability for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} technology data with rigorous source verification! Remember: Always write research content to document immediately and emphasize current technology data with rigorous source verification!

39
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-03-integration-patterns.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current integration data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN INTEGRATION ANALYST, not content generator - 📋 YOU ARE AN INTEGRATION ANALYST, not content generator
- 💬 FOCUS on APIs, protocols, and system interoperability - 💬 FOCUS on APIs, protocols, and system interoperability
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,7 +31,7 @@
## YOUR TASK: ## YOUR TASK:
Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability using current {{current_year}} web data with rigorous source verification. Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability. Search the web to verify and supplement current facts.
## INTEGRATION PATTERNS ANALYSIS SEQUENCE: ## INTEGRATION PATTERNS ANALYSIS SEQUENCE:
@ -40,7 +40,7 @@ Conduct integration patterns analysis focusing on APIs, communication protocols,
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different integration areas simultaneously and thoroughly. **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different integration areas simultaneously and thoroughly.
Start with integration patterns research approach: Start with integration patterns research approach:
"Now I'll conduct **integration patterns analysis** for **{{research_topic}}** using current {{current_year}} web data to understand system integration approaches. "Now I'll conduct **integration patterns analysis** for **{{research_topic}}** to understand system integration approaches.
**Integration Patterns Focus:** **Integration Patterns Focus:**
@ -56,10 +56,10 @@ Start with integration patterns research approach:
**Execute multiple web searches simultaneously:** **Execute multiple web searches simultaneously:**
`WebSearch: "{{research_topic}} API design patterns protocols {{current_year}}"` Search the web: "{{research_topic}} API design patterns protocols"
`WebSearch: "{{research_topic}} communication protocols data formats {{current_year}}"` Search the web: "{{research_topic}} communication protocols data formats"
`WebSearch: "{{research_topic}} system interoperability integration {{current_year}}"` Search the web: "{{research_topic}} system interoperability integration"
`WebSearch: "{{research_topic}} microservices integration patterns {{current_year}}"` Search the web: "{{research_topic}} microservices integration patterns"
**Analysis approach:** **Analysis approach:**
@ -108,7 +108,7 @@ _RESTful APIs: [REST principles and best practices for {{research_topic}}]_
_GraphQL APIs: [GraphQL adoption and implementation patterns]_ _GraphQL APIs: [GraphQL adoption and implementation patterns]_
_RPC and gRPC: [High-performance API communication patterns]_ _RPC and gRPC: [High-performance API communication patterns]_
_Webhook Patterns: [Event-driven API integration approaches]_ _Webhook Patterns: [Event-driven API integration approaches]_
_Source: [URL with {{current_year}} API design data]_ _Source: [URL]_
### Communication Protocols ### Communication Protocols
@ -117,7 +117,7 @@ _HTTP/HTTPS Protocols: [Web-based communication patterns and evolution]_
_WebSocket Protocols: [Real-time communication and persistent connections]_ _WebSocket Protocols: [Real-time communication and persistent connections]_
_Message Queue Protocols: [AMQP, MQTT, and messaging patterns]_ _Message Queue Protocols: [AMQP, MQTT, and messaging patterns]_
_grpc and Protocol Buffers: [High-performance binary communication protocols]_ _grpc and Protocol Buffers: [High-performance binary communication protocols]_
_Source: [URL with {{current_year}} communication protocols data]_ _Source: [URL]_
### Data Formats and Standards ### Data Formats and Standards
@ -126,7 +126,7 @@ _JSON and XML: [Structured data exchange formats and their evolution]_
_Protobuf and MessagePack: [Efficient binary serialization formats]_ _Protobuf and MessagePack: [Efficient binary serialization formats]_
_CSV and Flat Files: [Legacy data integration and bulk transfer patterns]_ _CSV and Flat Files: [Legacy data integration and bulk transfer patterns]_
_Custom Data Formats: [Domain-specific data exchange standards]_ _Custom Data Formats: [Domain-specific data exchange standards]_
_Source: [URL with {{current_year}} data formats data]_ _Source: [URL]_
### System Interoperability Approaches ### System Interoperability Approaches
@ -135,7 +135,7 @@ _Point-to-Point Integration: [Direct system-to-system communication patterns]_
_API Gateway Patterns: [Centralized API management and routing]_ _API Gateway Patterns: [Centralized API management and routing]_
_Service Mesh: [Service-to-service communication and observability]_ _Service Mesh: [Service-to-service communication and observability]_
_Enterprise Service Bus: [Traditional enterprise integration patterns]_ _Enterprise Service Bus: [Traditional enterprise integration patterns]_
_Source: [URL with {{current_year}} interoperability data]_ _Source: [URL]_
### Microservices Integration Patterns ### Microservices Integration Patterns
@ -144,7 +144,7 @@ _API Gateway Pattern: [External API management and routing]_
_Service Discovery: [Dynamic service registration and discovery]_ _Service Discovery: [Dynamic service registration and discovery]_
_Circuit Breaker Pattern: [Fault tolerance and resilience patterns]_ _Circuit Breaker Pattern: [Fault tolerance and resilience patterns]_
_Saga Pattern: [Distributed transaction management]_ _Saga Pattern: [Distributed transaction management]_
_Source: [URL with {{current_year}} microservices data]_ _Source: [URL]_
### Event-Driven Integration ### Event-Driven Integration
@ -153,7 +153,7 @@ _Publish-Subscribe Patterns: [Event broadcasting and subscription models]_
_Event Sourcing: [Event-based state management and persistence]_ _Event Sourcing: [Event-based state management and persistence]_
_Message Broker Patterns: [RabbitMQ, Kafka, and message routing]_ _Message Broker Patterns: [RabbitMQ, Kafka, and message routing]_
_CQRS Patterns: [Command Query Responsibility Segregation]_ _CQRS Patterns: [Command Query Responsibility Segregation]_
_Source: [URL with {{current_year}} event-driven data]_ _Source: [URL]_
### Integration Security Patterns ### Integration Security Patterns
@ -162,14 +162,14 @@ _OAuth 2.0 and JWT: [API authentication and authorization patterns]_
_API Key Management: [Secure API access and key rotation]_ _API Key Management: [Secure API access and key rotation]_
_Mutual TLS: [Certificate-based service authentication]_ _Mutual TLS: [Certificate-based service authentication]_
_Data Encryption: [Secure data transmission and storage]_ _Data Encryption: [Secure data transmission and storage]_
_Source: [URL with {{current_year}} integration security data]_ _Source: [URL]_
``` ```
### 5. Present Analysis and Continue Option ### 5. Present Analysis and Continue Option
**Show analysis and present continue option:** **Show analysis and present continue option:**
"I've completed **integration patterns analysis** using current {{current_year}} data to understand system integration approaches for {{research_topic}}. "I've completed **integration patterns analysis** of system integration approaches for {{research_topic}}.
**Key Integration Patterns Findings:** **Key Integration Patterns Findings:**
@ -208,7 +208,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in integration web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical API design patterns or protocols ❌ Missing critical API design patterns or protocols
❌ Incomplete communication protocols analysis ❌ Incomplete communication protocols analysis
❌ Not identifying system interoperability approaches ❌ Not identifying system interoperability approaches
@ -226,7 +227,7 @@ Content is already written to document when generated in step 4. No additional a
- Use communication protocol specifications and standards - Use communication protocol specifications and standards
- Analyze integration platform and middleware solutions - Analyze integration platform and middleware solutions
- Study microservices architecture patterns and case studies - Study microservices architecture patterns and case studies
- Focus on current {{current_year}} integration data - Focus on current integration data
- Present conflicting information when sources disagree - Present conflicting information when sources disagree
- Apply confidence levels appropriately - Apply confidence levels appropriately
@ -243,4 +244,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-architectural-patterns.md` to analyze architectural patterns, design decisions, and system structures for {{research_topic}}. After user selects 'C', load `./step-04-architectural-patterns.md` to analyze architectural patterns, design decisions, and system structures for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current {{current_year}} integration data with rigorous source verification! Remember: Always write research content to document immediately and emphasize current integration data with rigorous source verification!

41
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-04-architectural-patterns.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current architectural data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A SYSTEMS ARCHITECT, not content generator - 📋 YOU ARE A SYSTEMS ARCHITECT, not content generator
- 💬 FOCUS on architectural patterns and design decisions - 💬 FOCUS on architectural patterns and design decisions
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -31,14 +31,14 @@
## YOUR TASK: ## YOUR TASK:
Conduct comprehensive architectural patterns analysis using current {{current_year}} web data with emphasis on design decisions and implementation approaches for {{research_topic}}. Conduct comprehensive architectural patterns analysis with emphasis on design decisions and implementation approaches for {{research_topic}}.
## ARCHITECTURAL PATTERNS SEQUENCE: ## ARCHITECTURAL PATTERNS SEQUENCE:
### 1. Begin Architectural Patterns Analysis ### 1. Begin Architectural Patterns Analysis
Start with architectural research approach: Start with architectural research approach:
"Now I'll focus on **architectural patterns and design decisions** using current {{current_year}} data to understand effective architecture approaches for [technology/domain]. "Now I'll focus on **architectural patterns and design decisions** for effective architecture approaches for [technology/domain].
**Architectural Patterns Focus:** **Architectural Patterns Focus:**
@ -53,7 +53,7 @@ Start with architectural research approach:
### 2. Web Search for System Architecture Patterns ### 2. Web Search for System Architecture Patterns
Search for current architecture patterns: Search for current architecture patterns:
`WebSearch: "system architecture patterns best practices {{current_year}}"` Search the web: "system architecture patterns best practices"
**Architecture focus:** **Architecture focus:**
@ -65,7 +65,7 @@ Search for current architecture patterns:
### 3. Web Search for Design Principles ### 3. Web Search for Design Principles
Search for current design principles: Search for current design principles:
`WebSearch: "software design principles patterns {{current_year}}"` Search the web: "software design principles patterns"
**Design focus:** **Design focus:**
@ -77,7 +77,7 @@ Search for current design principles:
### 4. Web Search for Scalability Patterns ### 4. Web Search for Scalability Patterns
Search for current scalability approaches: Search for current scalability approaches:
`WebSearch: "scalability architecture patterns {{current_year}}"` Search the web: "scalability architecture patterns"
**Scalability focus:** **Scalability focus:**
@ -100,43 +100,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### System Architecture Patterns ### System Architecture Patterns
[System architecture patterns analysis with source citations] [System architecture patterns analysis with source citations]
_Source: [URL with {{current_year}} architecture data]_ _Source: [URL]_
### Design Principles and Best Practices ### Design Principles and Best Practices
[Design principles analysis with source citations] [Design principles analysis with source citations]
_Source: [URL with {{current_year}} design data]_ _Source: [URL]_
### Scalability and Performance Patterns ### Scalability and Performance Patterns
[Scalability patterns analysis with source citations] [Scalability patterns analysis with source citations]
_Source: [URL with {{current_year}} scalability data]_ _Source: [URL]_
### Integration and Communication Patterns ### Integration and Communication Patterns
[Integration patterns analysis with source citations] [Integration patterns analysis with source citations]
_Source: [URL with {{current_year}} integration data]_ _Source: [URL]_
### Security Architecture Patterns ### Security Architecture Patterns
[Security patterns analysis with source citations] [Security patterns analysis with source citations]
_Source: [URL with {{current_year}} security data]_ _Source: [URL]_
### Data Architecture Patterns ### Data Architecture Patterns
[Data architecture analysis with source citations] [Data architecture analysis with source citations]
_Source: [URL with {{current_year}} data architecture data]_ _Source: [URL]_
### Deployment and Operations Architecture ### Deployment and Operations Architecture
[Deployment architecture analysis with source citations] [Deployment architecture analysis with source citations]
_Source: [URL with {{current_year}} deployment data]_ _Source: [URL]_
``` ```
### 6. Present Analysis and Continue Option ### 6. Present Analysis and Continue Option
Show the generated architectural patterns and present continue option: Show the generated architectural patterns and present continue option:
"I've completed the **architectural patterns analysis** using current {{current_year}} data to understand effective architecture approaches. "I've completed the **architectural patterns analysis** for effective architecture approaches.
**Key Architectural Findings:** **Key Architectural Findings:**
@ -155,7 +155,7 @@ Show the generated architectural patterns and present continue option:
- Append the final content to the research document - Append the final content to the research document
- Update frontmatter: `stepsCompleted: [1, 2, 3]` - Update frontmatter: `stepsCompleted: [1, 2, 3]`
- Load: `./step-04-implementation-research.md` - Load: `./step-05-implementation-research.md`
## APPEND TO DOCUMENT: ## APPEND TO DOCUMENT:
@ -163,7 +163,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ System architecture patterns identified with current {{current_year}} citations ✅ System architecture patterns identified with current citations
✅ Design principles clearly documented and analyzed ✅ Design principles clearly documented and analyzed
✅ Scalability and performance patterns thoroughly mapped ✅ Scalability and performance patterns thoroughly mapped
✅ Integration and communication patterns captured ✅ Integration and communication patterns captured
@ -174,7 +174,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in architectural web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical system architecture patterns ❌ Missing critical system architecture patterns
❌ Not analyzing design trade-offs and considerations ❌ Not analyzing design trade-offs and considerations
❌ Incomplete scalability or performance patterns analysis ❌ Incomplete scalability or performance patterns analysis
@ -195,6 +196,6 @@ When user selects 'C', append the content directly to the research document usin
## NEXT STEP: ## NEXT STEP:
After user selects 'C' and content is saved to document, load `./step-04-implementation-research.md` to focus on implementation approaches and technology adoption. After user selects 'C' and content is saved to document, load `./step-05-implementation-research.md` to focus on implementation approaches and technology adoption.
Remember: Always emphasize current {{current_year}} architectural data and rigorous source verification! Remember: Always emphasize current architectural data and rigorous source verification!

37
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-05-implementation-research.md
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@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current implementation data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator - 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator
- 💬 FOCUS on implementation approaches and technology adoption - 💬 FOCUS on implementation approaches and technology adoption
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -28,14 +28,14 @@
## YOUR TASK: ## YOUR TASK:
Conduct comprehensive implementation research using current {{current_year}} web data with emphasis on practical implementation approaches and technology adoption. Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
## IMPLEMENTATION RESEARCH SEQUENCE: ## IMPLEMENTATION RESEARCH SEQUENCE:
### 1. Begin Implementation Research ### 1. Begin Implementation Research
Start with implementation research approach: Start with implementation research approach:
"Now I'll complete our technical research with **implementation approaches and technology adoption** analysis using current {{current_year}} data. "Now I'll complete our technical research with **implementation approaches and technology adoption** analysis.
**Implementation Research Focus:** **Implementation Research Focus:**
@ -50,7 +50,7 @@ Start with implementation research approach:
### 2. Web Search for Technology Adoption ### 2. Web Search for Technology Adoption
Search for current adoption strategies: Search for current adoption strategies:
`WebSearch: "technology adoption strategies migration {{current_year}}"` Search the web: "technology adoption strategies migration"
**Adoption focus:** **Adoption focus:**
@ -62,7 +62,7 @@ Search for current adoption strategies:
### 3. Web Search for Development Workflows ### 3. Web Search for Development Workflows
Search for current development practices: Search for current development practices:
`WebSearch: "software development workflows tooling {{current_year}}"` Search the web: "software development workflows tooling"
**Workflow focus:** **Workflow focus:**
@ -74,7 +74,7 @@ Search for current development practices:
### 4. Web Search for Operational Excellence ### 4. Web Search for Operational Excellence
Search for current operational practices: Search for current operational practices:
`WebSearch: "DevOps operations best practices {{current_year}}"` Search the web: "DevOps operations best practices"
**Operations focus:** **Operations focus:**
@ -97,37 +97,37 @@ When saving to document, append these Level 2 and Level 3 sections:
### Technology Adoption Strategies ### Technology Adoption Strategies
[Technology adoption analysis with source citations] [Technology adoption analysis with source citations]
_Source: [URL with {{current_year}} adoption data]_ _Source: [URL]_
### Development Workflows and Tooling ### Development Workflows and Tooling
[Development workflows analysis with source citations] [Development workflows analysis with source citations]
_Source: [URL with {{current_year}} development data]_ _Source: [URL]_
### Testing and Quality Assurance ### Testing and Quality Assurance
[Testing approaches analysis with source citations] [Testing approaches analysis with source citations]
_Source: [URL with {{current_year}} testing data]_ _Source: [URL]_
### Deployment and Operations Practices ### Deployment and Operations Practices
[Deployment practices analysis with source citations] [Deployment practices analysis with source citations]
_Source: [URL with {{current_year}} deployment data]_ _Source: [URL]_
### Team Organization and Skills ### Team Organization and Skills
[Team organization analysis with source citations] [Team organization analysis with source citations]
_Source: [URL with {{current_year}} team data]_ _Source: [URL]_
### Cost Optimization and Resource Management ### Cost Optimization and Resource Management
[Cost optimization analysis with source citations] [Cost optimization analysis with source citations]
_Source: [URL with {{current_year}} optimization data]_ _Source: [URL]_
### Risk Assessment and Mitigation ### Risk Assessment and Mitigation
[Risk mitigation analysis with source citations] [Risk mitigation analysis with source citations]
_Source: [URL with {{current_year}} risk data]_ _Source: [URL]_
## Technical Research Recommendations ## Technical Research Recommendations
@ -151,7 +151,7 @@ _Source: [URL with {{current_year}} risk data]_
### 6. Present Analysis and Complete Option ### 6. Present Analysis and Complete Option
Show the generated implementation research and present complete option: Show the generated implementation research and present complete option:
"I've completed the **implementation research and technology adoption** analysis using current {{current_year}} data, finalizing our comprehensive technical research. "I've completed the **implementation research and technology adoption** analysis, finalizing our comprehensive technical research.
**Implementation Highlights:** **Implementation Highlights:**
@ -185,7 +185,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ Technology adoption strategies identified with current {{current_year}} citations ✅ Technology adoption strategies identified with current citations
✅ Development workflows and tooling thoroughly analyzed ✅ Development workflows and tooling thoroughly analyzed
✅ Testing and deployment practices clearly documented ✅ Testing and deployment practices clearly documented
✅ Team organization and skill requirements mapped ✅ Team organization and skill requirements mapped
@ -196,7 +196,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES: ## FAILURE MODES:
❌ Not using {{current_year}} in implementation web searches ❌ Relying solely on training data without web verification for current facts
❌ Missing critical technology adoption strategies ❌ Missing critical technology adoption strategies
❌ Not providing practical implementation guidance ❌ Not providing practical implementation guidance
❌ Incomplete development workflows or operational practices analysis ❌ Incomplete development workflows or operational practices analysis
@ -234,4 +235,4 @@ Technical research workflow complete. User may:
- Combine technical research with other research types for comprehensive insights - Combine technical research with other research types for comprehensive insights
- Move forward with implementation based on technical insights - Move forward with implementation based on technical insights
Congratulations on completing comprehensive technical research with current {{current_year}} data! 🎉 Congratulations on completing comprehensive technical research! 🎉

77
src/modules/bmm/workflows/1-analysis/research/technical-steps/step-06-research-synthesis.md
View File

@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ ALWAYS use {{current_year}} web searches for current technical data - ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A TECHNICAL RESEARCH STRATEGIST, not content generator - 📋 YOU ARE A TECHNICAL RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on comprehensive technical synthesis and authoritative conclusions - 💬 FOCUS on comprehensive technical synthesis and authoritative conclusions
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary - 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
@ -74,7 +74,7 @@ Produce a comprehensive, authoritative technical research document on **{{resear
- Set authoritative, technical expert tone - Set authoritative, technical expert tone
**Web Search for Technical Introduction Context:** **Web Search for Technical Introduction Context:**
`WebSearch: "{{research_topic}} technical significance importance {{current_year}}"` Search the web: "{{research_topic}} technical significance importance"
### 3. Synthesize All Technical Research Sections ### 3. Synthesize All Technical Research Sections
@ -95,7 +95,7 @@ Produce a comprehensive, authoritative technical research document on **{{resear
## Executive Summary ## Executive Summary
[2-3 paragraph compelling summary of the most critical technical findings and strategic implications for {{research_topic}} based on comprehensive {{current_year}} technical research] [2-3 paragraph compelling summary of the most critical technical findings and strategic implications for {{research_topic}} based on comprehensive current technical research]
**Key Technical Findings:** **Key Technical Findings:**
@ -127,10 +127,10 @@ Produce a comprehensive, authoritative technical research document on **{{resear
### Technical Research Significance ### Technical Research Significance
[Compelling technical narrative about why {{research_topic}} research is critical in {{current_year}}] [Compelling technical narrative about why {{research_topic}} research is critical right now]
_Technical Importance: [Strategic technical significance with {{current_year}} context]_ _Technical Importance: [Strategic technical significance with current context]_
_Business Impact: [Business implications of technical research]_ _Business Impact: [Business implications of technical research]_
_Source: [URL with {{current_year}} technical significance data]_ _Source: [URL]_
### Technical Research Methodology ### Technical Research Methodology
@ -139,7 +139,7 @@ _Source: [URL with {{current_year}} technical significance data]_
- **Technical Scope**: [Comprehensive technical coverage areas] - **Technical Scope**: [Comprehensive technical coverage areas]
- **Data Sources**: [Authoritative technical sources and verification approach] - **Data Sources**: [Authoritative technical sources and verification approach]
- **Analysis Framework**: [Structured technical analysis methodology] - **Analysis Framework**: [Structured technical analysis methodology]
- **Time Period**: [{{current_year}} focus and technical evolution context] - **Time Period**: [current focus and technical evolution context]
- **Technical Depth**: [Level of technical detail and analysis] - **Technical Depth**: [Level of technical detail and analysis]
### Technical Research Goals and Objectives ### Technical Research Goals and Objectives
@ -156,11 +156,11 @@ _Source: [URL with {{current_year}} technical significance data]_
### Current Technical Architecture Patterns ### Current Technical Architecture Patterns
[Comprehensive architectural analysis synthesized from step-03 with {{current_year}} context] [Comprehensive architectural analysis synthesized from step-03 with current context]
_Dominant Patterns: [Current architectural approaches]_ _Dominant Patterns: [Current architectural approaches]_
_Architectural Evolution: [Historical and current evolution patterns]_ _Architectural Evolution: [Historical and current evolution patterns]_
_Architectural Trade-offs: [Key architectural decisions and implications]_ _Architectural Trade-offs: [Key architectural decisions and implications]_
_Source: [URL with {{current_year}} architectural data]_ _Source: [URL]_
### System Design Principles and Best Practices ### System Design Principles and Best Practices
@ -168,18 +168,18 @@ _Source: [URL with {{current_year}} architectural data]_
_Design Principles: [Core principles guiding {{research_topic}} implementations]_ _Design Principles: [Core principles guiding {{research_topic}} implementations]_
_Best Practice Patterns: [Industry-standard approaches and methodologies]_ _Best Practice Patterns: [Industry-standard approaches and methodologies]_
_Architectural Quality Attributes: [Performance, scalability, maintainability considerations]_ _Architectural Quality Attributes: [Performance, scalability, maintainability considerations]_
_Source: [URL with {{current_year}} design principles data]_ _Source: [URL]_
## 3. Implementation Approaches and Best Practices ## 3. Implementation Approaches and Best Practices
### Current Implementation Methodologies ### Current Implementation Methodologies
[Implementation analysis from step-04 with {{current_year}} context] [Implementation analysis from step-04 with current context]
_Development Approaches: [Current development methodologies and approaches]_ _Development Approaches: [Current development methodologies and approaches]_
_Code Organization Patterns: [Structural patterns and organization strategies]_ _Code Organization Patterns: [Structural patterns and organization strategies]_
_Quality Assurance Practices: [Testing, validation, and quality approaches]_ _Quality Assurance Practices: [Testing, validation, and quality approaches]_
_Deployment Strategies: [Current deployment and operations practices]_ _Deployment Strategies: [Current deployment and operations practices]_
_Source: [URL with {{current_year}} implementation data]_ _Source: [URL]_
### Implementation Framework and Tooling ### Implementation Framework and Tooling
@ -187,18 +187,18 @@ _Source: [URL with {{current_year}} implementation data]_
_Development Frameworks: [Popular frameworks and their characteristics]_ _Development Frameworks: [Popular frameworks and their characteristics]_
_Tool Ecosystem: [Development tools and platform considerations]_ _Tool Ecosystem: [Development tools and platform considerations]_
_Build and Deployment Systems: [CI/CD and automation approaches]_ _Build and Deployment Systems: [CI/CD and automation approaches]_
_Source: [URL with {{current_year}} framework data]_ _Source: [URL]_
## 4. Technology Stack Evolution and Current Trends ## 4. Technology Stack Evolution and Current Trends
### Current Technology Stack Landscape ### Current Technology Stack Landscape
[Technology stack analysis from step-02 with {{current_year}} updates] [Technology stack analysis from step-02 with current updates]
_Programming Languages: [Current language trends and adoption patterns]_ _Programming Languages: [Current language trends and adoption patterns]_
_Frameworks and Libraries: [Popular frameworks and their use cases]_ _Frameworks and Libraries: [Popular frameworks and their use cases]_
_Database and Storage Technologies: [Current data storage and management trends]_ _Database and Storage Technologies: [Current data storage and management trends]_
_API and Communication Technologies: [Integration and communication patterns]_ _API and Communication Technologies: [Integration and communication patterns]_
_Source: [URL with {{current_year}} technology stack data]_ _Source: [URL]_
### Technology Adoption Patterns ### Technology Adoption Patterns
@ -206,17 +206,17 @@ _Source: [URL with {{current_year}} technology stack data]_
_Adoption Trends: [Technology adoption rates and patterns]_ _Adoption Trends: [Technology adoption rates and patterns]_
_Migration Patterns: [Technology migration and evolution trends]_ _Migration Patterns: [Technology migration and evolution trends]_
_Emerging Technologies: [New technologies and their potential impact]_ _Emerging Technologies: [New technologies and their potential impact]_
_Source: [URL with {{current_year}} adoption data]_ _Source: [URL]_
## 5. Integration and Interoperability Patterns ## 5. Integration and Interoperability Patterns
### Current Integration Approaches ### Current Integration Approaches
[Integration patterns analysis with {{current_year}} context] [Integration patterns analysis with current context]
_API Design Patterns: [Current API design and implementation patterns]_ _API Design Patterns: [Current API design and implementation patterns]_
_Service Integration: [Microservices and service integration approaches]_ _Service Integration: [Microservices and service integration approaches]_
_Data Integration: [Data exchange and integration patterns]_ _Data Integration: [Data exchange and integration patterns]_
_Source: [URL with {{current_year}} integration data]_ _Source: [URL]_
### Interoperability Standards and Protocols ### Interoperability Standards and Protocols
@ -224,7 +224,7 @@ _Source: [URL with {{current_year}} integration data]_
_Standards Compliance: [Industry standards and compliance requirements]_ _Standards Compliance: [Industry standards and compliance requirements]_
_Protocol Selection: [Communication protocols and selection criteria]_ _Protocol Selection: [Communication protocols and selection criteria]_
_Integration Challenges: [Common integration challenges and solutions]_ _Integration Challenges: [Common integration challenges and solutions]_
_Source: [URL with {{current_year}} interoperability data]_ _Source: [URL]_
## 6. Performance and Scalability Analysis ## 6. Performance and Scalability Analysis
@ -234,7 +234,7 @@ _Source: [URL with {{current_year}} interoperability data]_
_Performance Benchmarks: [Current performance characteristics and benchmarks]_ _Performance Benchmarks: [Current performance characteristics and benchmarks]_
_Optimization Strategies: [Performance optimization approaches and techniques]_ _Optimization Strategies: [Performance optimization approaches and techniques]_
_Monitoring and Measurement: [Performance monitoring and measurement practices]_ _Monitoring and Measurement: [Performance monitoring and measurement practices]_
_Source: [URL with {{current_year}} performance data]_ _Source: [URL]_
### Scalability Patterns and Approaches ### Scalability Patterns and Approaches
@ -242,17 +242,17 @@ _Source: [URL with {{current_year}} performance data]_
_Scalability Patterns: [Architectural and design patterns for scalability]_ _Scalability Patterns: [Architectural and design patterns for scalability]_
_Capacity Planning: [Capacity planning and resource management approaches]_ _Capacity Planning: [Capacity planning and resource management approaches]_
_Elasticity and Auto-scaling: [Dynamic scaling approaches and implementations]_ _Elasticity and Auto-scaling: [Dynamic scaling approaches and implementations]_
_Source: [URL with {{current_year}} scalability data]_ _Source: [URL]_
## 7. Security and Compliance Considerations ## 7. Security and Compliance Considerations
### Security Best Practices and Frameworks ### Security Best Practices and Frameworks
[Security analysis with {{current_year}} context] [Security analysis with current context]
_Security Frameworks: [Current security frameworks and best practices]_ _Security Frameworks: [Current security frameworks and best practices]_
_Threat Landscape: [Current security threats and mitigation approaches]_ _Threat Landscape: [Current security threats and mitigation approaches]_
_Secure Development Practices: [Secure coding and development lifecycle]_ _Secure Development Practices: [Secure coding and development lifecycle]_
_Source: [URL with {{current_year}} security data]_ _Source: [URL]_
### Compliance and Regulatory Considerations ### Compliance and Regulatory Considerations
@ -260,7 +260,7 @@ _Source: [URL with {{current_year}} security data]_
_Industry Standards: [Relevant industry standards and compliance requirements]_ _Industry Standards: [Relevant industry standards and compliance requirements]_
_Regulatory Compliance: [Legal and regulatory considerations for {{research_topic}}]_ _Regulatory Compliance: [Legal and regulatory considerations for {{research_topic}}]_
_Audit and Governance: [Technical audit and governance practices]_ _Audit and Governance: [Technical audit and governance practices]_
_Source: [URL with {{current_year}} compliance data]_ _Source: [URL]_
## 8. Strategic Technical Recommendations ## 8. Strategic Technical Recommendations
@ -270,7 +270,7 @@ _Source: [URL with {{current_year}} compliance data]_
_Architecture Recommendations: [Recommended architectural approaches and patterns]_ _Architecture Recommendations: [Recommended architectural approaches and patterns]_
_Technology Selection: [Recommended technology stack and selection criteria]_ _Technology Selection: [Recommended technology stack and selection criteria]_
_Implementation Strategy: [Recommended implementation approaches and methodologies]_ _Implementation Strategy: [Recommended implementation approaches and methodologies]_
_Source: [URL with {{current_year}} technical strategy data]_ _Source: [URL]_
### Competitive Technical Advantage ### Competitive Technical Advantage
@ -278,7 +278,7 @@ _Source: [URL with {{current_year}} technical strategy data]_
_Technology Differentiation: [Technical approaches that provide competitive advantage]_ _Technology Differentiation: [Technical approaches that provide competitive advantage]_
_Innovation Opportunities: [Areas for technical innovation and differentiation]_ _Innovation Opportunities: [Areas for technical innovation and differentiation]_
_Strategic Technology Investments: [Recommended technology investments and priorities]_ _Strategic Technology Investments: [Recommended technology investments and priorities]_
_Source: [URL with {{current_year}} competitive analysis data]_ _Source: [URL]_
## 9. Implementation Roadmap and Risk Assessment ## 9. Implementation Roadmap and Risk Assessment
@ -288,7 +288,7 @@ _Source: [URL with {{current_year}} competitive analysis data]_
_Implementation Phases: [Recommended phased implementation approach]_ _Implementation Phases: [Recommended phased implementation approach]_
_Technology Migration Strategy: [Approach for technology adoption and migration]_ _Technology Migration Strategy: [Approach for technology adoption and migration]_
_Resource Planning: [Technical resources and capabilities planning]_ _Resource Planning: [Technical resources and capabilities planning]_
_Source: [URL with {{current_year}} implementation planning data]_ _Source: [URL]_
### Technical Risk Management ### Technical Risk Management
@ -296,7 +296,7 @@ _Source: [URL with {{current_year}} implementation planning data]_
_Technical Risks: [Major technical risks and mitigation strategies]_ _Technical Risks: [Major technical risks and mitigation strategies]_
_Implementation Risks: [Risks associated with implementation and deployment]_ _Implementation Risks: [Risks associated with implementation and deployment]_
_Business Impact Risks: [Technical risks and their business implications]_ _Business Impact Risks: [Technical risks and their business implications]_
_Source: [URL with {{current_year}} technical risk data]_ _Source: [URL]_
## 10. Future Technical Outlook and Innovation Opportunities ## 10. Future Technical Outlook and Innovation Opportunities
@ -306,7 +306,7 @@ _Source: [URL with {{current_year}} technical risk data]_
_Near-term Technical Evolution: [1-2 year technical development expectations]_ _Near-term Technical Evolution: [1-2 year technical development expectations]_
_Medium-term Technology Trends: [3-5 year expected technical developments]_ _Medium-term Technology Trends: [3-5 year expected technical developments]_
_Long-term Technical Vision: [5+ year technical outlook for {{research_topic}}]_ _Long-term Technical Vision: [5+ year technical outlook for {{research_topic}}]_
_Source: [URL with {{current_year}} future trends data]_ _Source: [URL]_
### Innovation and Research Opportunities ### Innovation and Research Opportunities
@ -314,7 +314,7 @@ _Source: [URL with {{current_year}} future trends data]_
_Research Opportunities: [Areas for technical research and innovation]_ _Research Opportunities: [Areas for technical research and innovation]_
_Emerging Technology Adoption: [Potential new technologies and adoption timelines]_ _Emerging Technology Adoption: [Potential new technologies and adoption timelines]_
_Innovation Framework: [Approach for fostering technical innovation]_ _Innovation Framework: [Approach for fostering technical innovation]_
_Source: [URL with {{current_year}} innovation data]_ _Source: [URL]_
## 11. Technical Research Methodology and Source Verification ## 11. Technical Research Methodology and Source Verification
@ -324,7 +324,6 @@ _Source: [URL with {{current_year}} innovation data]_
_Primary Technical Sources: [Key authoritative technical sources used]_ _Primary Technical Sources: [Key authoritative technical sources used]_
_Secondary Technical Sources: [Supporting technical research and analysis]_ _Secondary Technical Sources: [Supporting technical research and analysis]_
_Technical Web Search Queries: [Complete list of technical search queries used]_ _Technical Web Search Queries: [Complete list of technical search queries used]_
_Technical Data Currency: [All technical data verified for {{current_year}} currency]_
### Technical Research Quality Assurance ### Technical Research Quality Assurance
@ -370,9 +369,9 @@ _Technical Communities: [Professional networks and technical communities]_
--- ---
**Technical Research Completion Date:** {{date}} **Technical Research Completion Date:** {{date}}
**Research Period:** {{current_year}} comprehensive technical analysis **Research Period:** current comprehensive technical analysis
**Document Length:** As needed for comprehensive technical coverage **Document Length:** As needed for comprehensive technical coverage
**Source Verification:** All technical facts cited with {{current_year}} sources **Source Verification:** All technical facts cited with current sources
**Technical Confidence Level:** High - based on multiple authoritative technical sources **Technical Confidence Level:** High - based on multiple authoritative technical sources
_This comprehensive technical research document serves as an authoritative technical reference on {{research_topic}} and provides strategic technical insights for informed decision-making and implementation._ _This comprehensive technical research document serves as an authoritative technical reference on {{research_topic}} and provides strategic technical insights for informed decision-making and implementation._
@ -391,7 +390,7 @@ _This comprehensive technical research document serves as an authoritative techn
- **Exhaustive Technical Research Coverage**: All technical aspects of {{research_topic}} thoroughly analyzed - **Exhaustive Technical Research Coverage**: All technical aspects of {{research_topic}} thoroughly analyzed
- **Executive Technical Summary**: Key technical findings and strategic implications highlighted - **Executive Technical Summary**: Key technical findings and strategic implications highlighted
- **Strategic Technical Recommendations**: Actionable technical insights based on comprehensive research - **Strategic Technical Recommendations**: Actionable technical insights based on comprehensive research
- **Complete Technical Source Citations**: Every technical claim verified with {{current_year}} sources - **Complete Technical Source Citations**: Every technical claim verified with current sources
**Technical Research Completeness:** **Technical Research Completeness:**
@ -407,7 +406,7 @@ _This comprehensive technical research document serves as an authoritative techn
- Professional technical structure and compelling narrative - Professional technical structure and compelling narrative
- As long as needed for comprehensive technical coverage - As long as needed for comprehensive technical coverage
- Multiple independent technical sources for all claims - Multiple independent technical sources for all claims
- {{current_year}} technical data throughout with proper citations - current technical data throughout with proper citations
**Ready to complete this comprehensive technical research document?** **Ready to complete this comprehensive technical research document?**
[C] Complete Research - Save final comprehensive technical document [C] Complete Research - Save final comprehensive technical document
@ -432,7 +431,7 @@ When user selects 'C', append the complete comprehensive technical research docu
✅ Exhaustive technical research coverage across all technical aspects ✅ Exhaustive technical research coverage across all technical aspects
✅ Executive technical summary with key findings and strategic implications ✅ Executive technical summary with key findings and strategic implications
✅ Strategic technical recommendations grounded in comprehensive research ✅ Strategic technical recommendations grounded in comprehensive research
✅ Complete technical source verification with {{current_year}} citations ✅ Complete technical source verification with current citations
✅ Professional technical document structure and compelling narrative ✅ Professional technical document structure and compelling narrative
✅ [C] complete option presented and handled correctly ✅ [C] complete option presented and handled correctly
✅ Technical research workflow completed with comprehensive document ✅ Technical research workflow completed with comprehensive document
@ -444,7 +443,7 @@ When user selects 'C', append the complete comprehensive technical research docu
❌ Incomplete technical research coverage across technical aspects ❌ Incomplete technical research coverage across technical aspects
❌ Not providing executive technical summary with key findings ❌ Not providing executive technical summary with key findings
❌ Missing strategic technical recommendations based on research ❌ Missing strategic technical recommendations based on research
❌ Not using {{current_year}} technical sources for all factual claims ❌ Relying solely on training data without web verification for current facts
❌ Producing technical document without professional structure ❌ Producing technical document without professional structure
❌ Not presenting completion option for final technical document ❌ Not presenting completion option for final technical document
@ -481,6 +480,6 @@ Complete authoritative technical research document on {{research_topic}} that:
- Establishes technical credibility through comprehensive research - Establishes technical credibility through comprehensive research
- Provides strategic technical insights for informed decision-making - Provides strategic technical insights for informed decision-making
- Serves as technical reference document for continued use - Serves as technical reference document for continued use
- Maintains highest technical research quality standards with {{current_year}} verification - Maintains highest technical research quality standards with current verification
Congratulations on completing comprehensive technical research with professional documentation! 🎉 Congratulations on completing comprehensive technical research with professional documentation! 🎉

19
src/modules/bmm/workflows/1-analysis/research/workflow.md
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@ -11,7 +11,7 @@ web_bundle: true
**Document Standards:** **Document Standards:**
- **Comprehensive Coverage**: Exhaustive research with no critical gaps - **Comprehensive Coverage**: Exhaustive research with no critical gaps
- **Source Verification**: Every factual claim cited with URLs from {{current_year}} - **Source Verification**: Every factual claim backed by web sources with URL citations
- **Document Length**: As long as needed to fully cover the research topic - **Document Length**: As long as needed to fully cover the research topic
- **Professional Structure**: Compelling narrative introduction, detailed TOC, and comprehensive summary - **Professional Structure**: Compelling narrative introduction, detailed TOC, and comprehensive summary
- **Authoritative Sources**: Multiple independent sources for all critical claims - **Authoritative Sources**: Multiple independent sources for all critical claims
@ -46,7 +46,7 @@ Load config from `{project-root}/{bmad_folder}/bmm/config.yaml` and resolve:
- `project_name`, `output_folder`, `user_name` - `project_name`, `output_folder`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level` - `communication_language`, `document_output_language`, `user_skill_level`
- `date`, `current_year`, `current_month` as system-generated values - `date` as a system-generated value
- `enable_web_research = true` (web research is default behavior) - `enable_web_research = true` (web research is default behavior)
### Paths ### Paths
@ -57,11 +57,17 @@ Load config from `{project-root}/{bmad_folder}/bmm/config.yaml` and resolve:
--- ---
## PREREQUISITE
**⛔ Web search required.** If unavailable, abort and tell the user.
---
## RESEARCH BEHAVIOR ## RESEARCH BEHAVIOR
### Web Research Standards ### Web Research Standards
- **Current Data Only**: Always use {{current_year}} in web searches - **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
- **Source Verification**: Require citations for all factual claims - **Source Verification**: Require citations for all factual claims
- **Anti-Hallucination Protocol**: Never present information without verified sources - **Anti-Hallucination Protocol**: Never present information without verified sources
- **Multiple Sources**: Require at least 2 independent sources for critical claims - **Multiple Sources**: Require at least 2 independent sources for critical claims
@ -88,7 +94,7 @@ Execute research type discovery and routing:
**Research Standards:** **Research Standards:**
- **Anti-Hallucination Protocol**: Never present information without verified sources - **Anti-Hallucination Protocol**: Never present information without verified sources
- **Current Data Only**: Always use {{current_year}} in web searches - **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
- **Source Citation**: Always include URLs for factual claims from web searches - **Source Citation**: Always include URLs for factual claims from web searches
- **Multiple Sources**: Require 2+ independent sources for critical claims - **Multiple Sources**: Require 2+ independent sources for critical claims
- **Conflict Resolution**: Present conflicting views and note discrepancies - **Conflict Resolution**: Present conflicting views and note discrepancies
@ -96,7 +102,7 @@ Execute research type discovery and routing:
### Collaborative Research Discovery ### Collaborative Research Discovery
"Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with current {{current_year}} data and rigorous source verification, while you bring the domain expertise and research direction. "Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with rigorous source verification, while you bring the domain expertise and research direction.
**Let me help you clarify what you'd like to research.** **Let me help you clarify what you'd like to research.**
@ -190,10 +196,9 @@ research_topic: '{{research_topic}}'
research_goals: '{{research_goals}}' research_goals: '{{research_goals}}'
user_name: '{{user_name}}' user_name: '{{user_name}}'
date: '{{date}}' date: '{{date}}'
current_year: '{{current_year}}'
web_research_enabled: true web_research_enabled: true
source_verification: true source_verification: true
--- ---
``` ```
**Note:** All research workflows emphasize current web data with {{current_year}} searches and rigorous source verification. **Note:** All research workflows require web search for current data and source verification.

28
src/modules/bmm/workflows/3-solutioning/architecture/steps/step-03-starter.md
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@ -6,7 +6,7 @@
- ✅ ALWAYS treat this as collaborative discovery between architectural peers - ✅ ALWAYS treat this as collaborative discovery between architectural peers
- 📋 YOU ARE A FACILITATOR, not a content generator - 📋 YOU ARE A FACILITATOR, not a content generator
- 💬 FOCUS on evaluating starter template options with current versions - 💬 FOCUS on evaluating starter template options with current versions
- 🌐 ALWAYS verify current versions using WebSearch - NEVER trust hardcoded versions - 🌐 ALWAYS search the web to verify current versions - NEVER trust hardcoded versions
- ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed - ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete architecture - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete architecture
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
@ -14,7 +14,7 @@
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
- 🎯 Show your analysis before taking any action - 🎯 Show your analysis before taking any action
- 🌐 Use WebSearch to verify current versions and options - 🌐 Search the web to verify current versions and options
- ⚠️ Present A/P/C menu after generating starter template analysis - ⚠️ Present A/P/C menu after generating starter template analysis
- 💾 ONLY save when user chooses C (Continue) - 💾 ONLY save when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step - 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
@ -118,12 +118,12 @@ If UX specification was loaded, consider UX requirements when selecting starter:
### 3. Research Current Starter Options ### 3. Research Current Starter Options
Use WebSearch to find current, maintained starter templates: Search the web to find current, maintained starter templates:
``` ```
WebSearch: {{primary_technology}} starter template CLI create command latest 2024 Search the web: "{{primary_technology}} starter template CLI create command latest"
WebSearch: {{primary_technology}} boilerplate generator latest options 2024 Search the web: "{{primary_technology}} boilerplate generator latest options"
WebSearch: {{primary_technology}} production-ready starter best practices 2024 Search the web: "{{primary_technology}} production-ready starter best practices"
``` ```
### 4. Investigate Top Starter Options ### 4. Investigate Top Starter Options
@ -131,10 +131,10 @@ WebSearch: {{primary_technology}} production-ready starter best practices 2024
For each promising starter found, investigate details: For each promising starter found, investigate details:
``` ```
WebSearch: {{starter_name}} default setup technologies included latest Search the web: "{{starter_name}} default setup technologies included latest"
WebSearch: {{starter_name}} project structure file organization Search the web: "{{starter_name}} project structure file organization"
WebSearch: {{starter_name}} production deployment capabilities Search the web: "{{starter_name}} production deployment capabilities"
WebSearch: {{starter_name}} recent updates maintenance status 2024 Search the web: "{{starter_name}} recent updates maintenance status"
``` ```
### 5. Analyze What Each Starter Provides ### 5. Analyze What Each Starter Provides
@ -200,8 +200,8 @@ This is a great starting point that follows best practices and saves us from mak
If user shows interest in a starter, get the exact current commands: If user shows interest in a starter, get the exact current commands:
``` ```
WebSearch: {{starter_name}} CLI command options flags latest 2024 Search the web: "{{starter_name}} CLI command options flags latest"
WebSearch: {{starter_name}} create new project command examples Search the web: "{{starter_name}} create new project command examples"
``` ```
### 8. Generate Starter Template Content ### 8. Generate Starter Template Content
@ -304,7 +304,7 @@ When user selects 'C', append the content directly to the document using the str
✅ Primary technology domain correctly identified from project context ✅ Primary technology domain correctly identified from project context
✅ Current, maintained starter templates researched and evaluated ✅ Current, maintained starter templates researched and evaluated
✅ All versions verified using WebSearch, not hardcoded ✅ All versions verified using web search, not hardcoded
✅ Architectural implications of starter choice clearly documented ✅ Architectural implications of starter choice clearly documented
✅ User provided with clear rationale for starter selection ✅ User provided with clear rationale for starter selection
✅ A/P/C menu presented and handled correctly ✅ A/P/C menu presented and handled correctly
@ -312,7 +312,7 @@ When user selects 'C', append the content directly to the document using the str
## FAILURE MODES: ## FAILURE MODES:
❌ Not verifying current versions with WebSearch ❌ Not verifying current versions with web search
❌ Ignoring UX requirements when evaluating starters ❌ Ignoring UX requirements when evaluating starters
❌ Not documenting what architectural decisions the starter makes ❌ Not documenting what architectural decisions the starter makes
❌ Failing to consider maintenance status of starter templates ❌ Failing to consider maintenance status of starter templates

14
src/modules/bmm/workflows/3-solutioning/architecture/steps/step-04-decisions.md
View File

@ -9,13 +9,13 @@
- ✅ ALWAYS treat this as collaborative discovery between architectural peers - ✅ ALWAYS treat this as collaborative discovery between architectural peers
- 📋 YOU ARE A FACILITATOR, not a content generator - 📋 YOU ARE A FACILITATOR, not a content generator
- 💬 FOCUS on making critical architectural decisions collaboratively - 💬 FOCUS on making critical architectural decisions collaboratively
- 🌐 ALWAYS verify current technology versions using WebSearch - 🌐 ALWAYS search the web to verify current technology versions
- ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed - ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed
## EXECUTION PROTOCOLS: ## EXECUTION PROTOCOLS:
- 🎯 Show your analysis before taking any action - 🎯 Show your analysis before taking any action
- 🌐 Use WebSearch to verify technology versions and options - 🌐 Search the web to verify technology versions and options
- ⚠️ Present A/P/C menu after each major decision category - ⚠️ Present A/P/C menu after each major decision category
- 💾 ONLY save when user chooses C (Continue) - 💾 ONLY save when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step - 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
@ -163,9 +163,9 @@ What feels right to you?"
If decision involves specific technology: If decision involves specific technology:
``` ```
WebSearch: {{technology}} latest stable version 2024 Search the web: "{{technology}} latest stable version"
WebSearch: {{technology}} current LTS version Search the web: "{{technology}} current LTS version"
WebSearch: {{technology}} production readiness 2024 Search the web: "{{technology}} production readiness"
``` ```
**Get User Input:** **Get User Input:**
@ -290,7 +290,7 @@ When user selects 'C', append the content directly to the document using the str
## SUCCESS METRICS: ## SUCCESS METRICS:
✅ All critical architectural decisions made collaboratively ✅ All critical architectural decisions made collaboratively
✅ Technology versions verified using WebSearch ✅ Technology versions verified using web search
✅ Decision rationale clearly documented ✅ Decision rationale clearly documented
✅ Cascading implications identified and addressed ✅ Cascading implications identified and addressed
✅ User provided appropriate level of explanation for skill level ✅ User provided appropriate level of explanation for skill level
@ -300,7 +300,7 @@ When user selects 'C', append the content directly to the document using the str
## FAILURE MODES: ## FAILURE MODES:
❌ Making recommendations instead of facilitating decisions ❌ Making recommendations instead of facilitating decisions
❌ Not verifying technology versions with WebSearch ❌ Not verifying technology versions with web search
❌ Missing cascading implications between decisions ❌ Missing cascading implications between decisions
❌ Not adapting explanations to user skill level ❌ Not adapting explanations to user skill level
❌ Forgetting to document decisions made by starter template ❌ Forgetting to document decisions made by starter template