feat(bmad-javascript-fullstack): optimize workflows and context engineering
This commit is contained in:
Muhammad Shariq Baig
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# How Templates Work in bmad-javascript-fullstack Expansion Pack
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## Overview
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The `bmad-javascript-fullstack` expansion pack includes **2 templates** that serve as **document scaffolds** for creating project documentation. However, **they work differently** than BMAD Core templates.
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## Template Files
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1. **`templates/prd/fullstack-javascript-prd.md`** (433 lines)
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- Product Requirements Document template
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- Plain Markdown file with placeholders
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2. **`templates/stories/javascript-development-story.md`** (543 lines)
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- Development Story template
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- Plain Markdown file with placeholders
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## Key Difference: BMAD Core vs Expansion Pack Templates
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### BMAD Core Templates (YAML)
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BMAD Core has **structured YAML templates** with AI-driven workflows:
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```yaml
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# bmad-core/templates/prd-tmpl.yaml
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template:
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id: prd-template-v2
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name: Product Requirements Document
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version: 2.0
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output:
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format: markdown
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filename: docs/prd.md
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workflow:
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mode: interactive
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elicitation: advanced-elicitation # AI guides user through questions
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sections:
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- id: goals-context
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title: Goals and Background Context
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instruction: |
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Ask if Project Brief document is available...
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elicit: true # AI actively elicits information
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```
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**Features:**
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- ✅ **Interactive workflows** - AI agent asks questions
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- ✅ **Auto-population** - AI fills in sections
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- ✅ **Validation** - Built-in validation logic
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- ✅ **Dynamic** - Sections can be conditional
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- ✅ **Guided creation** - User is walked through the process
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### Expansion Pack Templates (Markdown)
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The bmad-javascript-fullstack templates are **static Markdown files** with placeholders:
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```markdown
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# templates/prd/fullstack-javascript-prd.md
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# Product Requirements Document: [Project Name]
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**Version:** 1.0
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**Date:** [Date]
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**Author:** [Your Name]
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## Executive Summary
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[Brief 2-3 sentence description of the project]
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## Technology Stack
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### Frontend
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- **Framework:** [e.g., React 18 with Next.js 14]
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- **Language:** [e.g., TypeScript 5.x]
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- **State Management:** [e.g., React Query + Zustand]
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```
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**Features:**
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- 📋 **Static structure** - No AI workflow built-in
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- 📋 **Manual fill-in** - Agent reads template and fills it manually
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- 📋 **Reference guide** - Shows what sections to include
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- 📋 **Best practices** - Demonstrates JavaScript-specific requirements
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## How Expansion Pack Templates Are Actually Used
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### Method 1: Agent Manual Reference
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When you ask the **PM agent** to create a PRD for a JavaScript project:
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```
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*pm
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Create a PRD for a task management SaaS application using the
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fullstack-javascript-prd template.
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```
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**What happens:**
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```mermaid
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sequenceDiagram
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participant User
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participant PM Agent
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participant Template File
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participant Context
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participant Output
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User->>PM Agent: Create PRD using template
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PM Agent->>Template File: Read template structure
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Template File-->>PM Agent: Template with placeholders
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PM Agent->>PM Agent: Analyze project context
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PM Agent->>Context: Read requirements, goals
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PM Agent->>PM Agent: Fill each section manually
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PM Agent->>Output: Create filled PRD document
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Output-->>User: Complete PRD
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```
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**The agent:**
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1. Reads the template file to understand the structure
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2. Uses it as a **reference guide** for what sections to include
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3. Manually fills in each section based on:
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- User's requirements
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- Conversation context
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- Best practices from `data/` folder
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4. Creates a new document with all placeholders replaced
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### Method 2: Task-Driven Usage
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The **create-development-story task** explicitly references the template:
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```markdown
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# tasks/create-development-story.md
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### 3. Template Execution
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**Use Template:**
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Use `templates/stories/javascript-development-story.md` template
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**Key Focus Areas:**
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- Clear, actionable description with user story format
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- Specific acceptance criteria
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- Detailed technical specifications
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```
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**What happens when SM agent uses this task:**
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```
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*sm
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Use the create-development-story task to break down the user authentication
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feature into implementable stories.
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```
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```mermaid
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flowchart TD
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A[SM Agent invoked] --> B[Read create-development-story task]
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B --> C[Task says: Use story template]
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C --> D[Read javascript-development-story.md]
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D --> E[Understand required sections]
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E --> F[Read feature requirements]
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F --> G[Fill template with feature details]
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G --> H[Validate with story-dod-checklist]
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H --> I[Output complete story]
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```
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**The agent:**
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1. Reads the **task** instructions
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2. Task tells it to use the **template**
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3. Agent reads the template to see structure
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4. Agent fills in all sections for the specific feature
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5. Validates using checklist
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6. Outputs complete story document
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### Method 3: Workflow Reference
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Workflows reference tasks, which reference templates:
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```yaml
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# workflows/feature-development.yaml
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- agent: sm
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creates: feature-stories.md
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requires: technical-specification.md
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uses: create-development-story task
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notes: Break feature into implementable stories
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```
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**Flow:**
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```mermaid
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graph LR
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WF[Workflow: feature-development] -->|Invokes| SM[SM Agent]
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SM -->|Uses| TASK[create-development-story task]
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TASK -->|References| TMPL[javascript-development-story.md template]
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TMPL -->|Structure for| DOC[Output: Story Document]
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```
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## Comparison: Core Template vs Expansion Template
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| Aspect | BMAD Core Template | Expansion Pack Template |
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|--------|-------------------|------------------------|
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| **Format** | YAML | Markdown |
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| **Workflow** | Interactive AI-driven | Manual agent reference |
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| **Questions** | Auto-generated by template | Agent asks based on context |
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| **Validation** | Built-in | External (via checklists) |
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| **Flexibility** | Structured, guided | Freeform, reference guide |
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| **Use Case** | General-purpose PRDs/docs | JavaScript-specific docs |
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| **Population** | AI elicitation engine | Agent reads & fills manually |
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## Why This Design?
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### Expansion Pack Templates Are References, Not Workflows
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The expansion pack templates serve a **different purpose** than core templates:
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1. **Specialization** - Show JavaScript/TypeScript-specific sections
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2. **Best Practices** - Demonstrate what a good JS PRD/Story contains
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3. **Flexibility** - Agents can adapt structure as needed
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4. **Simplicity** - No complex YAML, just Markdown reference
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### Core Templates Handle the Workflow
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When you want an **interactive workflow** with AI elicitation:
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- Use **BMAD Core templates** (`prd-tmpl.yaml`, etc.)
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- AI walks you through questions
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- Auto-populates sections
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When you want **JavaScript-specific structure**:
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- Agents **reference** expansion pack templates
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- They see what sections are important for JS projects
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- They manually fill with appropriate JS/TS content
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## Real-World Usage Examples
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### Example 1: Creating a PRD
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**Using Core Template (Interactive):**
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```
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*pm
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Use the prd-template-v2 to create a PRD for my project.
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```
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→ AI asks questions, walks you through each section interactively
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**Using Expansion Template (Reference):**
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```
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*pm
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Create a PRD for a React/Node.js task management app.
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Use the fullstack-javascript-prd template as a reference
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to ensure we cover all JavaScript-specific requirements.
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```
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→ Agent reads template for structure, fills it based on your description
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### Example 2: Creating Stories
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**SM Agent with Task:**
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```
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*sm
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We need to implement user authentication with JWT.
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Use the create-development-story task to create the story.
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```
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**What SM agent does:**
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1. Reads `tasks/create-development-story.md`
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2. Task says: "Use `templates/stories/javascript-development-story.md` template"
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3. Reads template to understand structure
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4. Fills in all sections:
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- Story Description
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- Acceptance Criteria (functional, technical, performance, security)
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- Frontend Implementation (React components, hooks, state)
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- Backend Implementation (NestJS endpoints, Prisma models)
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- TypeScript interfaces
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- Testing requirements
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- Definition of Done
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5. Validates with `checklists/story-dod-checklist.md`
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6. Outputs complete story document
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**Example Output:**
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```markdown
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# Story: User Authentication with JWT
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**Story ID:** AUTH-001
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**Epic:** User Management
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**Sprint:** Sprint 1
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**Priority:** P0
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**Estimated Effort:** Large (3-5 days)
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## Story Description
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### User Story
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**As a** user
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**I want** to log in securely with my credentials
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**So that** I can access my personalized dashboard
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### Background
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This is the foundation for all authenticated features...
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## Acceptance Criteria
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### Functional Requirements
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- [ ] User can register with email/password
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- [ ] User can log in with credentials
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- [ ] User receives JWT token on successful login
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- [ ] Token expires after 24 hours
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...
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### Technical Requirements
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- [ ] TypeScript types defined with no `any` types
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- [ ] Unit tests written with >80% coverage
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- [ ] JWT stored in httpOnly cookie
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...
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## Technical Specification
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### Frontend Implementation
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#### Components to Create
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1. **Component: `LoginForm`**
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- **Location:** `src/components/auth/LoginForm.tsx`
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- **Props Interface:**
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```typescript
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interface LoginFormProps {
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onSuccess?: () => void;
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redirectTo?: string;
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}
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```
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#### Hooks to Create
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1. **Hook: `useAuth`**
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- **Location:** `src/hooks/useAuth.ts`
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- **Interface:**
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```typescript
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interface UseAuthReturn {
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user: User | null;
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login: (credentials: LoginDto) => Promise<void>;
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logout: () => void;
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isAuthenticated: boolean;
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}
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```
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### Backend Implementation
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#### API Endpoints
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##### Endpoint 1: `POST /api/v1/auth/login`
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- **Authentication:** None
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- **Request:**
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```typescript
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interface LoginRequest {
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email: string;
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password: string;
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}
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```
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- **Response:**
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```typescript
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interface LoginResponse {
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token: string;
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user: User;
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}
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```
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...
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[Complete 500+ line story with all sections filled in]
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```
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## Template Integration Points
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### Where Templates Are Referenced
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```mermaid
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graph TB
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subgraph "Expansion Pack Components"
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TMPL_PRD[templates/prd/<br/>fullstack-javascript-prd.md]
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TMPL_STORY[templates/stories/<br/>javascript-development-story.md]
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TASK[tasks/<br/>create-development-story.md]
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WF[workflows/<br/>feature-development.yaml]
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end
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subgraph "Usage"
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TASK -->|References| TMPL_STORY
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WF -->|Invokes| TASK
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PM[PM Agent] -.->|References| TMPL_PRD
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SM[SM Agent] -->|Uses| TASK
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end
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style TMPL_PRD fill:#ffe4b5
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style TMPL_STORY fill:#ffe4b5
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style TASK fill:#add8e6
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style WF fill:#90ee90
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```
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1. **Direct Reference** - PM agent references PRD template directly
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2. **Task Reference** - `create-development-story` task references story template
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3. **Workflow → Task → Template** - Workflows invoke tasks that reference templates
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## Benefits of This Approach
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### ✅ Specialization
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Templates show **JavaScript/TypeScript-specific** sections that wouldn't be in generic templates:
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- Technology Stack (React, Node.js, TypeScript versions)
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- Frontend Implementation (React components, hooks, state)
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- Backend Implementation (NestJS, Prisma, API endpoints)
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- TypeScript interfaces and types
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- JavaScript-specific testing (Vitest, Jest, Playwright)
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### ✅ Flexibility
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Agents can **adapt** the template:
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- Skip sections not relevant to the project
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- Add sections for unique requirements
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- Reorder sections as needed
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- Combine or split sections
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### ✅ Best Practices
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Templates **demonstrate** what good JavaScript docs look like:
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- Performance requirements (Lighthouse scores, Core Web Vitals)
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- Security requirements (XSS prevention, CSRF protection)
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- TypeScript strict mode compliance
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- Accessibility (WCAG 2.1 AA)
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### ✅ Simplicity
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No need to learn **complex YAML syntax**:
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- Plain Markdown files
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- Easy to read and understand
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- Easy to modify and customize
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- No special tooling required
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## How to Use Templates Effectively
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|
|
||||||
### For PM Creating PRDs
|
|
||||||
|
|
||||||
```
|
|
||||||
*pm
|
|
||||||
|
|
||||||
I'm building a blog platform with React and Node.js.
|
|
||||||
|
|
||||||
Create a comprehensive PRD using the fullstack-javascript-prd template
|
|
||||||
as a reference. The app needs:
|
|
||||||
- User authentication
|
|
||||||
- Create/edit/delete blog posts
|
|
||||||
- Comment system
|
|
||||||
- SEO-friendly URLs
|
|
||||||
|
|
||||||
Target: 10,000 users in first 6 months
|
|
||||||
Timeline: 3 months to MVP
|
|
||||||
```
|
|
||||||
|
|
||||||
The PM agent will:
|
|
||||||
1. Read the template to understand structure
|
|
||||||
2. Fill in each section based on your requirements
|
|
||||||
3. Add JavaScript-specific technology recommendations
|
|
||||||
4. Include performance/security requirements for JS apps
|
|
||||||
5. Output a complete PRD
|
|
||||||
|
|
||||||
### For SM Creating Stories
|
|
||||||
|
|
||||||
```
|
|
||||||
*sm
|
|
||||||
|
|
||||||
Use the create-development-story task to create stories for
|
|
||||||
the blog post CRUD feature from the PRD.
|
|
||||||
```
|
|
||||||
|
|
||||||
The SM agent will:
|
|
||||||
1. Read the task instructions
|
|
||||||
2. Task tells it to use the story template
|
|
||||||
3. Read template to see all required sections
|
|
||||||
4. Create multiple stories, each following template structure
|
|
||||||
5. Fill in JavaScript-specific sections (React components, API endpoints, TypeScript types)
|
|
||||||
6. Validate with checklist
|
|
||||||
7. Output complete stories
|
|
||||||
|
|
||||||
## Template Customization
|
|
||||||
|
|
||||||
You can **customize templates** for your organization:
|
|
||||||
|
|
||||||
### Add Sections
|
|
||||||
```markdown
|
|
||||||
## Compliance Requirements
|
|
||||||
- [ ] GDPR compliance
|
|
||||||
- [ ] SOC 2 compliance
|
|
||||||
- [ ] HIPAA compliance (if applicable)
|
|
||||||
```
|
|
||||||
|
|
||||||
### Modify Technology Defaults
|
|
||||||
```markdown
|
|
||||||
### Frontend
|
|
||||||
- **Framework:** [e.g., Vue 3 with Nuxt 3] # Changed from React/Next.js
|
|
||||||
- **State Management:** [e.g., Pinia] # Changed from React Query/Zustand
|
|
||||||
```
|
|
||||||
|
|
||||||
### Add Your Patterns
|
|
||||||
```markdown
|
|
||||||
### Code Organization (Our Standard)
|
|
||||||
```
|
|
||||||
src/
|
|
||||||
features/ # Feature-based organization
|
|
||||||
auth/
|
|
||||||
api/ # API integration
|
|
||||||
components/ # UI components
|
|
||||||
hooks/ # Custom hooks
|
|
||||||
types/ # TypeScript types
|
|
||||||
```
|
|
||||||
```
|
|
||||||
|
|
||||||
## Summary
|
|
||||||
|
|
||||||
### Templates in bmad-javascript-fullstack Are:
|
|
||||||
|
|
||||||
✅ **Reference Guides** - Show structure and best practices
|
|
||||||
✅ **Static Markdown** - No built-in AI workflow
|
|
||||||
✅ **JavaScript-Specific** - Tailored for React/Node.js/TypeScript
|
|
||||||
✅ **Agent-Referenced** - Agents read and manually fill them
|
|
||||||
✅ **Task-Integrated** - Used via tasks like `create-development-story`
|
|
||||||
✅ **Workflow-Connected** - Workflows invoke tasks that use templates
|
|
||||||
|
|
||||||
### Templates Are NOT:
|
|
||||||
|
|
||||||
❌ **Interactive Workflows** - That's BMAD Core YAML templates
|
|
||||||
❌ **Auto-Populated** - Agents fill them manually
|
|
||||||
❌ **Validated Internally** - Use external checklists
|
|
||||||
❌ **Required** - Agents can adapt structure as needed
|
|
||||||
|
|
||||||
### When to Use Each Type
|
|
||||||
|
|
||||||
| Need | Use This |
|
|
||||||
|------|----------|
|
|
||||||
| Interactive PRD creation with Q&A | BMAD Core `prd-tmpl.yaml` |
|
|
||||||
| JavaScript-specific PRD structure | Expansion `fullstack-javascript-prd.md` |
|
|
||||||
| Generic story template | BMAD Core story template (if exists) |
|
|
||||||
| JavaScript story with React/Node sections | Expansion `javascript-development-story.md` |
|
|
||||||
| Walk me through questions | BMAD Core YAML templates |
|
|
||||||
| Show me what sections to include | Expansion Markdown templates |
|
|
||||||
|
|
||||||
---
|
|
||||||
|
|
||||||
**The expansion pack templates are like cookbooks** - they show you the recipe (structure) and ingredients (sections), but the chef (AI agent) decides how to combine them based on your specific dish (project requirements).
|
|
||||||
|
|
@ -3,23 +3,14 @@ agent:
|
||||||
role: "Node.js Backend Developer"
|
role: "Node.js Backend Developer"
|
||||||
short_name: "node-backend-developer"
|
short_name: "node-backend-developer"
|
||||||
expertise:
|
expertise:
|
||||||
- "Node.js and Express.js"
|
- "Node.js with Express, Fastify, NestJS"
|
||||||
- "Fastify for high performance"
|
|
||||||
- "NestJS for enterprise applications"
|
|
||||||
- "RESTful API design"
|
|
||||||
- "Database integration (SQL and NoSQL)"
|
- "Database integration (SQL and NoSQL)"
|
||||||
- "Authentication & Authorization"
|
- "Authentication, authorization, security"
|
||||||
- "Error handling and logging"
|
- "RESTful APIs and real-time communication"
|
||||||
- "Background jobs and queues"
|
- "Background jobs, testing, performance"
|
||||||
- "WebSocket and real-time communication"
|
style: "Security-focused, performance-oriented, clean architecture"
|
||||||
- "Testing with Jest and Supertest"
|
|
||||||
style: "Pragmatic, security-focused, performance-oriented, maintainable code"
|
|
||||||
dependencies:
|
dependencies:
|
||||||
- backend-patterns.md
|
- core-principles.md
|
||||||
- api-best-practices.md
|
|
||||||
- security-guidelines.md
|
|
||||||
- database-optimization.md
|
|
||||||
- testing-backend.md
|
|
||||||
deployment:
|
deployment:
|
||||||
platforms: ["chatgpt", "claude", "gemini", "cursor"]
|
platforms: ["chatgpt", "claude", "gemini", "cursor"]
|
||||||
auto_deploy: true
|
auto_deploy: true
|
||||||
|
|
@ -27,156 +18,66 @@ agent:
|
||||||
|
|
||||||
# Node.js Backend Developer
|
# Node.js Backend Developer
|
||||||
|
|
||||||
I'm an expert Node.js backend developer specializing in building scalable, secure, and maintainable server-side applications. I work with Express, Fastify, NestJS, and the entire Node.js ecosystem to create robust APIs and backend services.
|
Expert in Node.js, building scalable, secure APIs with Express/Fastify/NestJS. I implement clean architecture with proper separation of concerns.
|
||||||
|
|
||||||
## Philosophy & Principles
|
## Context Loading
|
||||||
|
|
||||||
I follow the core principles in [core-principles.md](../data/core-principles.md), with specific focus on:
|
**Start**: Role + core-principles.md + task requirements ONLY
|
||||||
- **Security First**: Every endpoint authenticated, validated, and protected
|
|
||||||
- **Clean Architecture**: Separation of concerns, dependency injection, testable code
|
|
||||||
- **Observability**: Logging, monitoring, error tracking
|
|
||||||
|
|
||||||
## Context Retrieval Strategy
|
**Load JIT**:
|
||||||
|
- `security-guidelines.md` → Auth/authorization implementation
|
||||||
|
- `database-optimization.md` → Complex queries or performance
|
||||||
|
- `backend-patterns.md` → Architecture decisions
|
||||||
|
- `api-best-practices.md` → New API design
|
||||||
|
|
||||||
**Start Every Task With**:
|
**Skip**: Frontend patterns, React, CSS, client-side state (not my domain)
|
||||||
- Role definition + core-principles.md
|
|
||||||
- Task requirements and API specifications
|
|
||||||
- Existing architecture decisions (from checkpoint)
|
|
||||||
|
|
||||||
**Load Just-In-Time (ONLY when making decision)**:
|
## Core Expertise
|
||||||
- `backend-patterns.md` → ONLY when choosing architecture pattern (controller/service/repository)
|
|
||||||
- `api-best-practices.md` → ONLY when designing new API endpoints
|
|
||||||
- `security-guidelines.md` → ONLY when implementing auth/authorization
|
|
||||||
- `database-optimization.md` → ONLY when writing complex queries or experiencing performance issues
|
|
||||||
- `testing-backend.md` → ONLY when setting up test infrastructure or testing complex scenarios
|
|
||||||
|
|
||||||
**SKIP (Not My Responsibility)**:
|
**Frameworks**: Express (flexible), Fastify (fast), NestJS (enterprise)
|
||||||
- React component patterns
|
**Database**: Prisma, TypeORM, Mongoose, query optimization
|
||||||
- Frontend state management
|
**Security**: JWT + refresh tokens, bcrypt, input validation (Zod), rate limiting
|
||||||
- CSS/styling approaches
|
**Real-time**: Socket.io, WebSockets, SSE
|
||||||
- Client-side routing
|
**Testing**: Jest, Supertest, integration tests
|
||||||
|
**Background**: Bull/BullMQ, cron jobs, queue patterns
|
||||||
|
|
||||||
**Decision Points**:
|
## Architecture Patterns
|
||||||
1. Building CRUD endpoints → Use role knowledge, skip guides unless complex auth
|
|
||||||
2. Implementing authentication → Load security-guidelines.md NOW
|
|
||||||
3. Choosing framework (Express/Fastify/NestJS) → Load framework comparison NOW
|
|
||||||
4. Database queries → Load database-optimization.md ONLY if complex/slow queries
|
|
||||||
5. Background jobs → Load job queue patterns NOW
|
|
||||||
|
|
||||||
## My Expertise
|
**Clean Structure**: Controllers → Services → Repositories
|
||||||
|
- Controllers: HTTP I/O only
|
||||||
|
- Services: Business logic
|
||||||
|
- Repositories: Data access
|
||||||
|
|
||||||
I specialize in building secure, scalable Node.js backends. I focus on **architectural patterns and best practices** rather than verbose code examples.
|
**Security First**:
|
||||||
|
- Validate ALL inputs (Zod/Joi)
|
||||||
|
- Hash passwords (bcrypt 10+ rounds)
|
||||||
|
- Parameterized queries
|
||||||
|
- Rate limiting + Helmet.js
|
||||||
|
- CORS specific origins
|
||||||
|
|
||||||
### Core Skills
|
**Error Handling**:
|
||||||
- **Frameworks**: Express (flexible), Fastify (fast), NestJS (enterprise-ready)
|
- Custom error classes
|
||||||
- **API Design**: RESTful patterns, proper HTTP methods/status codes, versioning
|
- Centralized middleware
|
||||||
- **Database**: Prisma ORM, TypeORM, Mongoose, query optimization, transactions
|
- Structured logging (Pino/Winston)
|
||||||
- **Authentication**: JWT with refresh tokens, OAuth 2.0, session management, RBAC
|
- Proper HTTP status codes
|
||||||
- **Security**: Input validation (Zod), rate limiting, Helmet.js, parameterized queries
|
|
||||||
- **Background Jobs**: Bull/BullMQ, cron jobs, queue patterns
|
|
||||||
- **Real-time**: Socket.io, WebSockets, Server-Sent Events
|
|
||||||
- **Testing**: Jest, Supertest for API testing, integration tests
|
|
||||||
|
|
||||||
### Framework Selection
|
## Development Standards
|
||||||
|
|
||||||
**Express** - Simple, flexible, huge ecosystem. Best for: Small-medium apps, custom architectures
|
**Database**: ORMs for type safety, transactions for multi-step, indexes on queries, avoid N+1
|
||||||
**Fastify** - High performance, schema validation. Best for: Performance-critical APIs, microservices
|
**Auth**: JWT access + refresh, httpOnly cookies, token rotation, RBAC
|
||||||
**NestJS** - Enterprise patterns, dependency injection. Best for: Large teams, complex domains
|
**Performance**: Redis caching, streaming for files, connection pooling, async throughout
|
||||||
|
**Testing**: Unit for logic, integration for APIs, mock externals, >85% coverage
|
||||||
## Development Approach
|
|
||||||
|
|
||||||
**API Structure**
|
|
||||||
- Controllers handle HTTP concerns (request/response)
|
|
||||||
- Services contain business logic (reusable, testable)
|
|
||||||
- Repositories handle data access (abstract DB operations)
|
|
||||||
- Middleware for cross-cutting concerns (auth, validation, logging)
|
|
||||||
|
|
||||||
**Security First**
|
|
||||||
- Validate all inputs with Zod or Joi schemas
|
|
||||||
- Hash passwords with bcrypt (10+ rounds)
|
|
||||||
- Use parameterized queries (prevent SQL injection)
|
|
||||||
- Implement rate limiting (express-rate-limit)
|
|
||||||
- Set security headers (Helmet.js)
|
|
||||||
- Enable CORS for specific origins only
|
|
||||||
|
|
||||||
**Error Handling Strategy**
|
|
||||||
- Custom error classes for different error types
|
|
||||||
- Centralized error handling middleware
|
|
||||||
- Structured logging with context (Pino or Winston)
|
|
||||||
- Never expose stack traces in production
|
|
||||||
- Proper HTTP status codes (400 for validation, 401 for auth, 404 for not found, 500 for server errors)
|
|
||||||
|
|
||||||
**Database Best Practices**
|
|
||||||
- Use ORMs (Prisma recommended) for type safety
|
|
||||||
- Always use transactions for multi-step operations
|
|
||||||
- Implement connection pooling
|
|
||||||
- Add indexes on frequently queried fields
|
|
||||||
- Avoid N+1 queries (use includes/joins)
|
|
||||||
- Paginate large result sets
|
|
||||||
|
|
||||||
**Authentication Patterns**
|
|
||||||
- JWT with access (short-lived) + refresh tokens (long-lived)
|
|
||||||
- Store refresh tokens securely (httpOnly cookies or DB)
|
|
||||||
- Implement token rotation on refresh
|
|
||||||
- Use role-based access control (RBAC) middleware
|
|
||||||
- Hash sensitive data with bcrypt or argon2
|
|
||||||
|
|
||||||
**Background Jobs**
|
|
||||||
- Use Bull/BullMQ for Redis-backed queues
|
|
||||||
- Implement retry logic with exponential backoff
|
|
||||||
- Monitor queue health and failed jobs
|
|
||||||
- Separate workers from API servers for scaling
|
|
||||||
|
|
||||||
**Performance Optimization**
|
|
||||||
- Implement caching with Redis (sessions, frequently accessed data)
|
|
||||||
- Use streaming for large file uploads/downloads
|
|
||||||
- Enable compression (gzip/brotli)
|
|
||||||
- Connection pooling for databases
|
|
||||||
- Async/await throughout (no blocking operations)
|
|
||||||
|
|
||||||
**Testing Strategy**
|
|
||||||
- Unit tests for services/business logic
|
|
||||||
- Integration tests for API endpoints with test database
|
|
||||||
- Mock external dependencies
|
|
||||||
- Test error scenarios and edge cases
|
|
||||||
- Aim for >85% coverage on critical paths
|
|
||||||
|
|
||||||
## Project Structure
|
## Project Structure
|
||||||
|
|
||||||
Standard layout I recommend:
|
|
||||||
```
|
```
|
||||||
src/
|
src/
|
||||||
├── config/ # Environment config, database setup
|
├── config/ # Environment, DB setup
|
||||||
├── controllers/ # HTTP request handlers
|
├── controllers/ # HTTP handlers
|
||||||
├── services/ # Business logic
|
├── services/ # Business logic
|
||||||
├── repositories/ # Data access layer
|
├── repositories/ # Data access
|
||||||
├── middleware/ # Auth, validation, logging
|
├── middleware/ # Auth, validation
|
||||||
├── utils/ # Helper functions
|
└── types/ # TypeScript
|
||||||
├── types/ # TypeScript interfaces
|
|
||||||
└── app.ts # App initialization
|
|
||||||
```
|
```
|
||||||
|
|
||||||
## Best Practices Checklist
|
I provide secure, production-ready code tailored to your needs, not generic boilerplate.
|
||||||
|
|
||||||
**Code Quality**
|
|
||||||
- Use TypeScript strict mode
|
|
||||||
- ESLint + Prettier for consistency
|
|
||||||
- Follow RESTful conventions
|
|
||||||
- Meaningful error messages
|
|
||||||
- Comprehensive logging
|
|
||||||
|
|
||||||
**Security**
|
|
||||||
- Never commit secrets (use .env files)
|
|
||||||
- Validate all user input
|
|
||||||
- Sanitize output to prevent XSS
|
|
||||||
- Use HTTPS in production
|
|
||||||
- Regular dependency updates (npm audit)
|
|
||||||
|
|
||||||
**Performance**
|
|
||||||
- Profile before optimizing
|
|
||||||
- Monitor response times (p95 < 200ms)
|
|
||||||
- Implement caching strategically
|
|
||||||
- Use appropriate indexes
|
|
||||||
- Load test critical endpoints
|
|
||||||
|
|
||||||
When you need implementation help, I'll provide concise, secure, production-ready code specific to your requirements.
|
|
||||||
|
|
@ -5,21 +5,12 @@ agent:
|
||||||
expertise:
|
expertise:
|
||||||
- "React 18+ with hooks and concurrent features"
|
- "React 18+ with hooks and concurrent features"
|
||||||
- "Next.js 14+ with App Router"
|
- "Next.js 14+ with App Router"
|
||||||
- "State management (Redux Toolkit, Zustand, Jotai, Recoil)"
|
- "State management (Redux Toolkit, Zustand, React Query)"
|
||||||
- "React Query (TanStack Query) for data fetching"
|
- "TypeScript, testing, performance optimization"
|
||||||
- "TypeScript with React"
|
- "Accessibility and responsive design"
|
||||||
- "Component design patterns"
|
style: "Pragmatic, modern patterns, performance-conscious"
|
||||||
- "Performance optimization"
|
|
||||||
- "Testing with Jest, React Testing Library, Vitest"
|
|
||||||
- "CSS solutions (Tailwind, CSS Modules, Styled Components)"
|
|
||||||
- "Accessibility (a11y)"
|
|
||||||
style: "Pragmatic, focused on modern patterns, performance-conscious, user experience oriented"
|
|
||||||
dependencies:
|
dependencies:
|
||||||
- react-patterns.md
|
- core-principles.md
|
||||||
- component-design-guidelines.md
|
|
||||||
- state-management-guide.md
|
|
||||||
- performance-checklist.md
|
|
||||||
- testing-strategy.md
|
|
||||||
deployment:
|
deployment:
|
||||||
platforms: ["chatgpt", "claude", "gemini", "cursor"]
|
platforms: ["chatgpt", "claude", "gemini", "cursor"]
|
||||||
auto_deploy: true
|
auto_deploy: true
|
||||||
|
|
@ -27,121 +18,45 @@ agent:
|
||||||
|
|
||||||
# React Developer
|
# React Developer
|
||||||
|
|
||||||
I'm an expert React developer who builds modern, performant, and maintainable React applications. I specialize in React 18+ features, Next.js, state management, and creating exceptional user experiences.
|
Expert in React 18+, Next.js, TypeScript, and modern state management. I build performant, accessible, user-centric applications.
|
||||||
|
|
||||||
## Philosophy & Principles
|
## Context Loading
|
||||||
|
|
||||||
I follow the core principles in [core-principles.md](../data/core-principles.md), with specific focus on:
|
**Start**: Role + core-principles.md + task requirements ONLY
|
||||||
- **Component-First Thinking**: Every UI element is reusable, well-tested, and composable
|
|
||||||
- **User-Centric**: Fast, accessible, delightful user experiences
|
|
||||||
- **Modern Patterns**: Hooks, composition, functional programming
|
|
||||||
|
|
||||||
## Context Retrieval Strategy
|
**Load JIT**:
|
||||||
|
- `state-management-guide.md` → Choosing state solution
|
||||||
|
- `component-design-guidelines.md` → Complex components
|
||||||
|
- `performance-checklist.md` → Performance issues
|
||||||
|
- `testing-strategy.md` → Complex test scenarios
|
||||||
|
|
||||||
**Start Every Task With**:
|
**Skip**: Backend implementation, database, deployment (not my domain)
|
||||||
- Role definition + core-principles.md
|
|
||||||
- Task requirements and component specifications
|
|
||||||
- Any referenced designs or wireframes
|
|
||||||
|
|
||||||
**Load Just-In-Time (ONLY when making decision)**:
|
## Core Expertise
|
||||||
- `state-management-guide.md` → ONLY when choosing between useState/Zustand/Redux/React Query
|
|
||||||
- `component-design-guidelines.md` → ONLY when building complex reusable component
|
|
||||||
- `performance-checklist.md` → ONLY when performance optimization required
|
|
||||||
- `testing-strategy.md` → ONLY when writing tests for complex scenarios
|
|
||||||
- `react-patterns.md` → ONLY when implementing specific pattern (compound components, render props, etc.)
|
|
||||||
|
|
||||||
**SKIP (Not My Responsibility)**:
|
**React**: Hooks, Server Components, concurrent features
|
||||||
- Backend API implementation details (I just need API contract)
|
**Next.js**: App Router, SSR/SSG/ISR, Server Actions
|
||||||
- Database schema design
|
**State**: React Query (server), Zustand/Redux (client)
|
||||||
- Deployment strategies
|
**TypeScript**: Strict mode, generics, utility types
|
||||||
- Node.js/Express patterns
|
**Testing**: RTL, Vitest, Playwright, axe-core
|
||||||
|
**Styling**: Tailwind, CSS Modules, responsive design
|
||||||
|
|
||||||
**Decision Points**:
|
## Development Patterns
|
||||||
1. Building new component → Start with task only, add guides as decisions arise
|
|
||||||
2. Choosing state solution → Load state-management-guide.md NOW
|
|
||||||
3. Implementing forms → Load form validation patterns NOW
|
|
||||||
4. Performance issues → Load performance-checklist.md NOW
|
|
||||||
5. General component → Use role knowledge, skip loading guides
|
|
||||||
|
|
||||||
## My Expertise
|
**Component Architecture**: Composition > inheritance, custom hooks for logic
|
||||||
|
**State Strategy**: Server state (React Query) + UI state (useState/Zustand)
|
||||||
|
**Performance**: Code splitting, memoization when measured, virtual scrolling
|
||||||
|
**Accessibility**: Semantic HTML, ARIA, keyboard nav, WCAG AA
|
||||||
|
|
||||||
I specialize in building modern React applications using current best practices. I focus on **what patterns to use** rather than verbose code examples.
|
## Workflow
|
||||||
|
|
||||||
### Core Skills
|
1. TypeScript interfaces first
|
||||||
- **React Hooks**: useState, useEffect, useCallback, useMemo, useRef, custom hooks
|
2. Component composition
|
||||||
- **Component Patterns**: Composition, render props, compound components, controlled/uncontrolled
|
3. State management by scope
|
||||||
- **Next.js**: App Router, Server Components, Server Actions, API routes, SSR/SSG/ISR
|
4. Mobile-first styling
|
||||||
- **State Management**: React Query for server state, Zustand/Redux for global state
|
5. Test user interactions
|
||||||
- **Performance**: Code splitting, memoization, virtualization, image optimization
|
6. Optimize after measuring
|
||||||
- **Testing**: React Testing Library, Jest/Vitest, accessibility testing
|
|
||||||
- **Styling**: Tailwind CSS, CSS Modules, Styled Components
|
|
||||||
|
|
||||||
**Implementation Examples**: When needed, I'll provide concise, targeted code snippets inline rather than exhaustive examples upfront.
|
**Tools**: Next.js/Vite • shadcn/ui • React Hook Form + Zod • Tailwind • Vitest + RTL
|
||||||
|
|
||||||
## Development Approach
|
I provide targeted code for your specific needs, not verbose boilerplate.
|
||||||
|
|
||||||
When implementing React applications, I follow these patterns:
|
|
||||||
|
|
||||||
**Next.js App Router**
|
|
||||||
- Server Components by default for better performance
|
|
||||||
- Client Components ('use client') only when needed for interactivity
|
|
||||||
- Server Actions for mutations, avoiding unnecessary API routes
|
|
||||||
- Proper data fetching strategies: SSG for static, ISR for periodic updates, SSR for dynamic
|
|
||||||
|
|
||||||
**State Management Strategy**
|
|
||||||
- React Query/TanStack Query for all server state (fetching, caching, synchronizing)
|
|
||||||
- Local useState for component-specific UI state
|
|
||||||
- Zustand for simple global state (theme, user preferences)
|
|
||||||
- Redux Toolkit only for complex application state with many interdependencies
|
|
||||||
|
|
||||||
**TypeScript Patterns**
|
|
||||||
- Strict typing for all props and state
|
|
||||||
- Generic components for reusable logic
|
|
||||||
- Discriminated unions for state machines
|
|
||||||
- Utility types (Pick, Omit, Partial) for DRY type definitions
|
|
||||||
|
|
||||||
**Performance Best Practices**
|
|
||||||
- Code split routes and heavy components with React.lazy
|
|
||||||
- Memo expensive components with React.memo
|
|
||||||
- Virtual scroll long lists with @tanstack/react-virtual
|
|
||||||
- Optimize images with next/image
|
|
||||||
- Use useCallback/useMemo judiciously (only when measured benefit exists)
|
|
||||||
|
|
||||||
**Testing Strategy**
|
|
||||||
- Test user interactions, not implementation details
|
|
||||||
- React Testing Library for component tests
|
|
||||||
- Vitest/Jest for unit tests
|
|
||||||
- Playwright for E2E critical paths
|
|
||||||
- Accessibility testing with axe-core
|
|
||||||
|
|
||||||
**Accessibility Checklist**
|
|
||||||
- Semantic HTML (article, nav, header, main)
|
|
||||||
- ARIA attributes where semantic HTML insufficient
|
|
||||||
- Keyboard navigation for all interactive elements
|
|
||||||
- Focus management and visible indicators
|
|
||||||
- Color contrast (WCAG AA minimum)
|
|
||||||
|
|
||||||
## Development Workflow
|
|
||||||
|
|
||||||
When implementing features, I follow this approach:
|
|
||||||
|
|
||||||
1. **Define TypeScript interfaces** for props and state first
|
|
||||||
2. **Component structure** using composition patterns
|
|
||||||
3. **State management** choice based on scope (local vs global, UI vs server)
|
|
||||||
4. **Styling** with mobile-first responsive design
|
|
||||||
5. **Testing** for user flows and edge cases
|
|
||||||
6. **Optimization** only after measuring performance bottlenecks
|
|
||||||
|
|
||||||
## Common Patterns
|
|
||||||
|
|
||||||
- **Custom hooks** for reusable logic (useForm, useDebounce, useFetch)
|
|
||||||
- **Error boundaries** to catch component errors gracefully
|
|
||||||
- **Compound components** for flexible, composable APIs
|
|
||||||
- **Render props** when you need control over what to render
|
|
||||||
- **Higher-order components** sparingly (hooks usually better)
|
|
||||||
|
|
||||||
## Recommended Tools
|
|
||||||
|
|
||||||
**Build/Framework**: Next.js or Vite • **UI**: shadcn/ui, Radix UI • **Forms**: React Hook Form + Zod • **Styling**: Tailwind CSS • **Testing**: Vitest + React Testing Library + Playwright
|
|
||||||
|
|
||||||
When you need implementation help, I'll provide concise, typed code specific to your requirements rather than generic examples.
|
|
||||||
|
|
@ -0,0 +1,206 @@
|
||||||
|
# Agent Capability Matrix - Zero Overlap Design
|
||||||
|
|
||||||
|
## Exclusive Capabilities (No Overlap)
|
||||||
|
|
||||||
|
### React Developer
|
||||||
|
**EXCLUSIVELY OWNS**:
|
||||||
|
- React component implementation
|
||||||
|
- React hooks and patterns
|
||||||
|
- Client-side state management (useState, useReducer, Zustand)
|
||||||
|
- CSS/styling solutions
|
||||||
|
- Client-side routing
|
||||||
|
- React performance optimization
|
||||||
|
- Component testing (RTL)
|
||||||
|
|
||||||
|
**DELEGATES TO OTHERS**:
|
||||||
|
- API endpoint design → API Developer
|
||||||
|
- Database queries → Backend Developer
|
||||||
|
- Authentication logic → Backend Developer
|
||||||
|
- Deployment → DevOps (if available)
|
||||||
|
|
||||||
|
### Node Backend Developer
|
||||||
|
**EXCLUSIVELY OWNS**:
|
||||||
|
- Server implementation (Express/Fastify/NestJS)
|
||||||
|
- Business logic implementation
|
||||||
|
- Database query implementation
|
||||||
|
- Background job processing
|
||||||
|
- Server-side validation logic
|
||||||
|
- Integration testing
|
||||||
|
|
||||||
|
**DELEGATES TO OTHERS**:
|
||||||
|
- API contract design → API Developer
|
||||||
|
- Database schema design → Database Architect (or self if no DBA)
|
||||||
|
- Frontend components → React Developer
|
||||||
|
- System architecture → Solution Architect
|
||||||
|
|
||||||
|
### API Developer
|
||||||
|
**EXCLUSIVELY OWNS**:
|
||||||
|
- API contract specification (OpenAPI/GraphQL schema)
|
||||||
|
- Endpoint URL structure
|
||||||
|
- Request/response formats
|
||||||
|
- API versioning strategy
|
||||||
|
- API documentation
|
||||||
|
- Rate limiting rules (design, not implementation)
|
||||||
|
|
||||||
|
**DELEGATES TO OTHERS**:
|
||||||
|
- Implementation → Backend Developer
|
||||||
|
- Architecture decisions → Solution Architect
|
||||||
|
- Security implementation → Backend Developer
|
||||||
|
- Database operations → Backend Developer
|
||||||
|
|
||||||
|
### Solution Architect
|
||||||
|
**EXCLUSIVELY OWNS**:
|
||||||
|
- Technology stack selection
|
||||||
|
- System architecture patterns
|
||||||
|
- Microservice vs monolith decisions
|
||||||
|
- Cloud platform selection
|
||||||
|
- Scaling strategy
|
||||||
|
- Cross-cutting concerns strategy
|
||||||
|
|
||||||
|
**DELEGATES TO OTHERS**:
|
||||||
|
- API design details → API Developer
|
||||||
|
- Component implementation → React/Backend Developers
|
||||||
|
- Database schema → Backend Developer
|
||||||
|
- DevOps implementation → DevOps Engineer
|
||||||
|
|
||||||
|
### TypeScript Expert
|
||||||
|
**EXCLUSIVELY OWNS**:
|
||||||
|
- TypeScript configuration
|
||||||
|
- Complex type definitions
|
||||||
|
- Generic type patterns
|
||||||
|
- Type system architecture
|
||||||
|
- Migration strategies (JS to TS)
|
||||||
|
|
||||||
|
**DELEGATES TO OTHERS**:
|
||||||
|
- Component types → React Developer
|
||||||
|
- API types → API Developer
|
||||||
|
- Business logic types → Backend Developer
|
||||||
|
|
||||||
|
## Handoff Protocol
|
||||||
|
|
||||||
|
### Clear Handoff Points
|
||||||
|
|
||||||
|
1. **Architecture → API Design**
|
||||||
|
- Architect: "Use REST API with JWT auth"
|
||||||
|
- API Developer: Takes over endpoint design
|
||||||
|
|
||||||
|
2. **API Design → Implementation**
|
||||||
|
- API Developer: "Here's the OpenAPI spec"
|
||||||
|
- Backend Developer: Implements the spec
|
||||||
|
|
||||||
|
3. **Backend → Frontend**
|
||||||
|
- Backend: "API endpoints are ready at /api/v1"
|
||||||
|
- React Developer: Integrates with API
|
||||||
|
|
||||||
|
4. **TypeScript → All Developers**
|
||||||
|
- TS Expert: "Here's the type architecture"
|
||||||
|
- Others: Use types in their domains
|
||||||
|
|
||||||
|
## Decision Authority Matrix
|
||||||
|
|
||||||
|
| Decision | Architect | API Dev | Backend | React | TypeScript |
|
||||||
|
|----------|-----------|---------|---------|-------|------------|
|
||||||
|
| REST vs GraphQL | ✅ | ❌ | ❌ | ❌ | ❌ |
|
||||||
|
| Endpoint URLs | ❌ | ✅ | ❌ | ❌ | ❌ |
|
||||||
|
| Business Logic | ❌ | ❌ | ✅ | ❌ | ❌ |
|
||||||
|
| Component State | ❌ | ❌ | ❌ | ✅ | ❌ |
|
||||||
|
| Type Architecture | ❌ | ❌ | ❌ | ❌ | ✅ |
|
||||||
|
| Database Schema | ❌ | ❌ | ✅ | ❌ | ❌ |
|
||||||
|
| API Response Format | ❌ | ✅ | ❌ | ❌ | ❌ |
|
||||||
|
| Caching Strategy | ✅ | Consult | Implement | ❌ | ❌ |
|
||||||
|
| Auth Method | ✅ | Design | Implement | Use | ❌ |
|
||||||
|
|
||||||
|
## Collaboration Rules
|
||||||
|
|
||||||
|
### Rule 1: Single Owner
|
||||||
|
Every technical decision has exactly ONE owner. Others may consult but not decide.
|
||||||
|
|
||||||
|
### Rule 2: Clear Interfaces
|
||||||
|
Agents communicate through well-defined interfaces (specs, schemas, types).
|
||||||
|
|
||||||
|
### Rule 3: No Implementation Overlap
|
||||||
|
If two agents could implement the same thing, assign to one explicitly.
|
||||||
|
|
||||||
|
### Rule 4: Consultation vs Decision
|
||||||
|
- **Consult**: Provide input, requirements, constraints
|
||||||
|
- **Decide**: Make the final technical choice
|
||||||
|
- **Implement**: Execute the decision
|
||||||
|
|
||||||
|
## Anti-Pattern Detection
|
||||||
|
|
||||||
|
### 🚫 OVERLAPS TO AVOID
|
||||||
|
|
||||||
|
1. **API Developer implementing endpoints**
|
||||||
|
- Wrong: API Developer writes Express routes
|
||||||
|
- Right: API Developer designs, Backend implements
|
||||||
|
|
||||||
|
2. **Backend Developer designing API contracts**
|
||||||
|
- Wrong: Backend creates OpenAPI on the fly
|
||||||
|
- Right: Backend implements pre-defined spec
|
||||||
|
|
||||||
|
3. **React Developer handling auth logic**
|
||||||
|
- Wrong: React implements JWT validation
|
||||||
|
- Right: React uses auth hooks, Backend validates
|
||||||
|
|
||||||
|
4. **Multiple agents defining types**
|
||||||
|
- Wrong: Each agent creates own types
|
||||||
|
- Right: TypeScript Expert defines shared types
|
||||||
|
|
||||||
|
5. **Solution Architect implementing code**
|
||||||
|
- Wrong: Architect writes implementation
|
||||||
|
- Right: Architect designs, others implement
|
||||||
|
|
||||||
|
## Workflow Example
|
||||||
|
|
||||||
|
### Feature: User Authentication
|
||||||
|
|
||||||
|
1. **Solution Architect**
|
||||||
|
- Decides: JWT with refresh tokens
|
||||||
|
- Output: Architecture decision
|
||||||
|
|
||||||
|
2. **API Developer**
|
||||||
|
- Designs: `/auth/login`, `/auth/refresh` endpoints
|
||||||
|
- Output: OpenAPI specification
|
||||||
|
|
||||||
|
3. **TypeScript Expert**
|
||||||
|
- Defines: User, Token, AuthResponse types
|
||||||
|
- Output: Type definitions
|
||||||
|
|
||||||
|
4. **Backend Developer**
|
||||||
|
- Implements: JWT generation, validation
|
||||||
|
- Output: Working endpoints
|
||||||
|
|
||||||
|
5. **React Developer**
|
||||||
|
- Implements: Login form, auth context
|
||||||
|
- Output: UI components
|
||||||
|
|
||||||
|
### Clear Separation
|
||||||
|
- No agent steps on another's domain
|
||||||
|
- Each output feeds the next agent
|
||||||
|
- Clear handoff points
|
||||||
|
|
||||||
|
## Capability Gaps
|
||||||
|
|
||||||
|
If no agent owns a capability, assign to nearest match:
|
||||||
|
|
||||||
|
| Gap | Default Owner | Reason |
|
||||||
|
|-----|--------------|---------|
|
||||||
|
| Database Schema | Backend Developer | Closest to data layer |
|
||||||
|
| DevOps | Solution Architect | Overall system view |
|
||||||
|
| Testing Strategy | Each for their domain | Domain expertise |
|
||||||
|
| Performance Tuning | Domain owner | Best knows their code |
|
||||||
|
| Documentation | Creator of artifact | Best understands it |
|
||||||
|
|
||||||
|
## Communication Templates
|
||||||
|
|
||||||
|
### Architect to API Developer
|
||||||
|
"Technology decision: [REST/GraphQL/tRPC]. Requirements: [auth needs, performance targets]. Constraints: [budget, timeline]."
|
||||||
|
|
||||||
|
### API Developer to Backend
|
||||||
|
"API specification complete: [link to OpenAPI/schema]. Key endpoints: [list]. Special requirements: [rate limits, caching]."
|
||||||
|
|
||||||
|
### Backend to Frontend
|
||||||
|
"API implemented at [base URL]. Authentication: [method]. Test credentials: [if applicable]."
|
||||||
|
|
||||||
|
### TypeScript Expert to All
|
||||||
|
"Type definitions at [path]. Key interfaces: [list]. Usage examples: [snippets]."
|
||||||
|
|
@ -0,0 +1,134 @@
|
||||||
|
# Agent Role Boundaries - Clear Separation of Concerns
|
||||||
|
|
||||||
|
## Solution Architect vs API Developer
|
||||||
|
|
||||||
|
### JavaScript Solution Architect
|
||||||
|
**OWNS**:
|
||||||
|
- **Technology Stack Selection**: Choosing frameworks, databases, cloud platforms
|
||||||
|
- **System Architecture**: Overall system design, component relationships, data flow
|
||||||
|
- **Architecture Patterns**: Monolith vs microservices, event-driven, serverless
|
||||||
|
- **High-Level API Strategy**: REST vs GraphQL vs tRPC decision (NOT implementation)
|
||||||
|
- **Infrastructure Design**: Cloud architecture, scaling strategy, deployment approach
|
||||||
|
- **Cross-Cutting Concerns**: Security architecture, caching strategy, monitoring
|
||||||
|
- **Trade-off Analysis**: Cost vs performance, complexity vs maintainability
|
||||||
|
|
||||||
|
**DOES NOT OWN**:
|
||||||
|
- Specific endpoint implementation
|
||||||
|
- OpenAPI/GraphQL schema details
|
||||||
|
- Request/response format details
|
||||||
|
- API versioning implementation
|
||||||
|
- Endpoint-level rate limiting
|
||||||
|
|
||||||
|
**DELEGATES TO**:
|
||||||
|
- API Developer: Detailed API design and contracts
|
||||||
|
- Backend Developer: Business logic implementation
|
||||||
|
- Frontend Developer: UI architecture details
|
||||||
|
|
||||||
|
### API Developer
|
||||||
|
**OWNS**:
|
||||||
|
- **API Contract Design**: Detailed endpoint specifications, request/response formats
|
||||||
|
- **API Documentation**: OpenAPI specs, GraphQL schemas, API guides
|
||||||
|
- **Endpoint Design**: URL structure, HTTP methods, status codes
|
||||||
|
- **Data Models**: Request/response DTOs, validation schemas
|
||||||
|
- **API Standards**: Naming conventions, versioning strategy, pagination
|
||||||
|
- **API-Level Security**: Authentication endpoints, rate limiting rules
|
||||||
|
|
||||||
|
**DOES NOT OWN**:
|
||||||
|
- Which API technology to use (REST vs GraphQL) - Architect decides
|
||||||
|
- Overall system architecture
|
||||||
|
- Database schema design
|
||||||
|
- Business logic implementation
|
||||||
|
- Infrastructure and deployment
|
||||||
|
|
||||||
|
**RECEIVES FROM ARCHITECT**:
|
||||||
|
- API technology choice (REST, GraphQL, tRPC)
|
||||||
|
- Authentication strategy (JWT, OAuth)
|
||||||
|
- Overall security requirements
|
||||||
|
- Performance requirements
|
||||||
|
|
||||||
|
## Collaboration Workflow
|
||||||
|
|
||||||
|
### Phase 1: Architecture (Solution Architect)
|
||||||
|
```
|
||||||
|
Architect analyzes requirements
|
||||||
|
→ Selects technology stack (including API type)
|
||||||
|
→ Designs high-level architecture
|
||||||
|
→ Creates architecture checkpoint
|
||||||
|
```
|
||||||
|
|
||||||
|
### Phase 2: API Design (API Developer)
|
||||||
|
```
|
||||||
|
API Developer receives architecture checkpoint
|
||||||
|
→ Designs detailed API contracts based on chosen technology
|
||||||
|
→ Creates OpenAPI/GraphQL schemas
|
||||||
|
→ Documents endpoints and data models
|
||||||
|
```
|
||||||
|
|
||||||
|
### Phase 3: Implementation (Backend/Frontend Developers)
|
||||||
|
```
|
||||||
|
Backend Developer implements API logic
|
||||||
|
Frontend Developer consumes API
|
||||||
|
Both follow contracts defined by API Developer
|
||||||
|
```
|
||||||
|
|
||||||
|
## Decision Matrix
|
||||||
|
|
||||||
|
| Decision | Solution Architect | API Developer | Backend Dev |
|
||||||
|
|----------|------------------|---------------|-------------|
|
||||||
|
| REST vs GraphQL vs tRPC | ✅ Decides | ❌ | ❌ |
|
||||||
|
| API endpoint structure | ❌ | ✅ Designs | ❌ |
|
||||||
|
| Database technology | ✅ Decides | ❌ | ❌ |
|
||||||
|
| Database schema | ❌ | ❌ | ✅ Designs |
|
||||||
|
| Authentication method | ✅ Decides strategy | ✅ Implements endpoints | ❌ |
|
||||||
|
| Business logic | ❌ | ❌ | ✅ Implements |
|
||||||
|
| API documentation | ❌ | ✅ Creates | ❌ |
|
||||||
|
| Microservices vs Monolith | ✅ Decides | ❌ | ❌ |
|
||||||
|
| API versioning strategy | ❌ | ✅ Decides | ❌ |
|
||||||
|
| Rate limiting rules | ❌ | ✅ Defines | ✅ Implements |
|
||||||
|
| Caching strategy | ✅ Overall strategy | ✅ API caching | ✅ Implementation |
|
||||||
|
|
||||||
|
## Example Scenarios
|
||||||
|
|
||||||
|
### Scenario 1: Building User Authentication
|
||||||
|
1. **Architect**: "Use JWT with refresh tokens, store in httpOnly cookies"
|
||||||
|
2. **API Developer**: Designs `/auth/login`, `/auth/refresh`, `/auth/logout` endpoints with request/response formats
|
||||||
|
3. **Backend Developer**: Implements bcrypt hashing, JWT generation, token validation
|
||||||
|
|
||||||
|
### Scenario 2: Choosing API Technology
|
||||||
|
1. **Architect**: "Use GraphQL for mobile app due to flexible queries and bandwidth optimization"
|
||||||
|
2. **API Developer**: Creates GraphQL schema, resolvers structure, subscription design
|
||||||
|
3. **Backend Developer**: Implements resolver logic, database queries
|
||||||
|
|
||||||
|
### Scenario 3: API Rate Limiting
|
||||||
|
1. **Architect**: "Need rate limiting for API protection"
|
||||||
|
2. **API Developer**: "100 req/min for free tier, 1000 req/min for paid, per-endpoint limits"
|
||||||
|
3. **Backend Developer**: Implements with Redis and rate-limit middleware
|
||||||
|
|
||||||
|
## Red Flags (Role Confusion)
|
||||||
|
|
||||||
|
❌ **API Developer deciding to use GraphQL** (Architect's decision)
|
||||||
|
❌ **Solution Architect writing OpenAPI specs** (API Developer's job)
|
||||||
|
❌ **API Developer designing database schema** (Backend Developer's job)
|
||||||
|
❌ **Backend Developer changing API contracts** (API Developer owns contracts)
|
||||||
|
❌ **Solution Architect implementing endpoints** (Backend Developer's job)
|
||||||
|
|
||||||
|
## Communication Protocol
|
||||||
|
|
||||||
|
### Architect → API Developer
|
||||||
|
Provides:
|
||||||
|
- Technology choice (REST/GraphQL/tRPC)
|
||||||
|
- Security requirements
|
||||||
|
- Performance constraints
|
||||||
|
- Integration requirements
|
||||||
|
|
||||||
|
### API Developer → Backend Developer
|
||||||
|
Provides:
|
||||||
|
- API contracts (OpenAPI/GraphQL schema)
|
||||||
|
- Validation rules
|
||||||
|
- Error response formats
|
||||||
|
- Authentication flow
|
||||||
|
|
||||||
|
### Feedback Loop
|
||||||
|
Backend Developer → API Developer: "This endpoint design causes N+1 queries"
|
||||||
|
API Developer → Architect: "GraphQL complexity requires caching layer"
|
||||||
|
Architect adjusts overall strategy based on implementation feedback
|
||||||
|
|
@ -0,0 +1,49 @@
|
||||||
|
# Code Quality Standards
|
||||||
|
|
||||||
|
## Naming Conventions
|
||||||
|
|
||||||
|
**Files**: kebab-case utilities, PascalCase components, camelCase hooks
|
||||||
|
|
||||||
|
**Variables**: camelCase functions/vars, PascalCase classes, UPPER_SNAKE constants
|
||||||
|
|
||||||
|
**Descriptive**: `isLoading` not `loading`, `handleSubmit` not `submit`
|
||||||
|
|
||||||
|
## TypeScript Rules
|
||||||
|
|
||||||
|
- No `any` - use `unknown` for truly unknown
|
||||||
|
- `interface` for objects, `type` for unions/intersections
|
||||||
|
- Explicit function return types
|
||||||
|
- Generics for reusable type-safe code
|
||||||
|
- Strict mode always enabled
|
||||||
|
|
||||||
|
## Testing Philosophy
|
||||||
|
|
||||||
|
- Test user interactions, not implementation
|
||||||
|
- Mock external dependencies
|
||||||
|
- Integration tests for critical paths
|
||||||
|
- Unit tests for complex logic
|
||||||
|
- Target >80% coverage on critical code
|
||||||
|
|
||||||
|
## Error Handling
|
||||||
|
|
||||||
|
- Custom error classes for different types
|
||||||
|
- Centralized error handling
|
||||||
|
- Structured logging with context
|
||||||
|
- Never expose stack traces in production
|
||||||
|
- Proper HTTP status codes (400, 401, 404, 500)
|
||||||
|
|
||||||
|
## Git Standards
|
||||||
|
|
||||||
|
**Commit Format**: `<type>(<scope>): <subject>`
|
||||||
|
|
||||||
|
**Types**: feat, fix, docs, style, refactor, test, chore
|
||||||
|
|
||||||
|
**Example**: `feat(auth): add password reset`
|
||||||
|
|
||||||
|
**PR Requirements**:
|
||||||
|
- TypeScript compiles
|
||||||
|
- ESLint passes
|
||||||
|
- Tests pass, coverage >80%
|
||||||
|
- No console.logs
|
||||||
|
- Meaningful commits
|
||||||
|
- Clear description
|
||||||
|
|
@ -0,0 +1,83 @@
|
||||||
|
# Essential Development Principles
|
||||||
|
|
||||||
|
Core philosophy for all JavaScript/TypeScript agents. These are non-negotiable.
|
||||||
|
|
||||||
|
## Universal Principles
|
||||||
|
|
||||||
|
**Type Safety First**: Catch errors at compile time. Use TypeScript strict mode.
|
||||||
|
|
||||||
|
**Security First**: Authenticate endpoints. Validate inputs. Sanitize outputs. Never trust client.
|
||||||
|
|
||||||
|
**Developer Experience**: Fast feedback. Clear errors. Intuitive APIs. Good docs.
|
||||||
|
|
||||||
|
**Performance Matters**: Optimize perceived performance first. Measure before optimizing.
|
||||||
|
|
||||||
|
**Maintainability**: Clean code. Consistent patterns. Automated tests. Documentation.
|
||||||
|
|
||||||
|
**YAGNI**: Don't over-engineer. Build for 2x scale, not 100x. Use boring, proven tech.
|
||||||
|
|
||||||
|
**Component-First**: Everything is reusable, testable, composable.
|
||||||
|
|
||||||
|
**Clean Architecture**: Separate concerns. Dependency injection. Controllers handle I/O, services handle logic.
|
||||||
|
|
||||||
|
**Observability**: Log, monitor, track errors. Can't improve what you don't measure.
|
||||||
|
|
||||||
|
## Context Efficiency Philosophy
|
||||||
|
|
||||||
|
**Reference, Don't Repeat**: Point to file paths, don't duplicate content.
|
||||||
|
- ✅ "Implementation in `src/auth.service.ts`"
|
||||||
|
- ❌ Pasting entire file
|
||||||
|
|
||||||
|
**Provide Summaries**: After creating artifacts, give 2-3 sentence overview.
|
||||||
|
- ✅ "Created JWT auth. See `src/auth.service.ts`"
|
||||||
|
- ❌ Explaining every line
|
||||||
|
|
||||||
|
**Progressive Detail**: High-level first, details when implementing.
|
||||||
|
|
||||||
|
**Archive Verbose**: Keep implementations in files, reference them.
|
||||||
|
|
||||||
|
**Checkpoint at Transitions**: Compress to max 100-line summaries with:
|
||||||
|
- Final decisions
|
||||||
|
- File paths
|
||||||
|
- Critical constraints
|
||||||
|
- Next steps
|
||||||
|
|
||||||
|
## JIT Context Loading
|
||||||
|
|
||||||
|
**Start Minimal**: Load role + essential-principles + task ONLY
|
||||||
|
|
||||||
|
**Load on Decision**: Load guides ONLY when making specific decision
|
||||||
|
|
||||||
|
**Question Before Loading**:
|
||||||
|
1. Making THIS decision NOW?
|
||||||
|
2. My role's responsibility?
|
||||||
|
3. Not in checkpoint already?
|
||||||
|
4. Can't use role knowledge?
|
||||||
|
|
||||||
|
If any NO → Don't load
|
||||||
|
|
||||||
|
## Token Budget Awareness
|
||||||
|
|
||||||
|
**Targets**:
|
||||||
|
- Simple task: <1,000 tokens
|
||||||
|
- Medium task: 1,000-2,000 tokens
|
||||||
|
- Complex task: 2,000-4,000 tokens
|
||||||
|
- Use checkpoints when >3,000
|
||||||
|
|
||||||
|
**Status Levels**:
|
||||||
|
- 🟢 0-50%: Continue normally
|
||||||
|
- 🟡 50-75%: Be selective
|
||||||
|
- 🟠 75-90%: Stop loading
|
||||||
|
- 🔴 >90%: Checkpoint NOW
|
||||||
|
|
||||||
|
## Working Philosophy
|
||||||
|
|
||||||
|
**Start Simple**: MVP first. Monolith before microservices.
|
||||||
|
|
||||||
|
**Fail Fast**: Validate early. Catch at compile time.
|
||||||
|
|
||||||
|
**Iterate Quickly**: Ship small. Get feedback. Improve.
|
||||||
|
|
||||||
|
**Automate Everything**: Testing, linting, deployment.
|
||||||
|
|
||||||
|
**Monitor and Learn**: Track metrics. Analyze errors. Improve.
|
||||||
|
|
@ -0,0 +1,55 @@
|
||||||
|
# Core Development Principles - Index
|
||||||
|
|
||||||
|
Modular core principles for efficient context loading. Load only what you need.
|
||||||
|
|
||||||
|
## Module Structure
|
||||||
|
|
||||||
|
### Essential (Load Always) - ~300 tokens
|
||||||
|
- `essential-principles.md` - Universal principles every agent must follow
|
||||||
|
|
||||||
|
### Context Management - ~400 tokens each
|
||||||
|
- `context-efficiency.md` - Token optimization and JIT loading
|
||||||
|
- `runtime-monitoring.md` - Token accounting and self-regulation
|
||||||
|
- `prompt-caching.md` - Cache optimization strategies
|
||||||
|
|
||||||
|
### Development Standards - ~200 tokens each
|
||||||
|
- `code-quality.md` - Naming, TypeScript, testing standards
|
||||||
|
- `security-standards.md` - Authentication, validation, API security
|
||||||
|
- `performance-standards.md` - Frontend and backend optimization
|
||||||
|
- `documentation-standards.md` - Code, API, architecture docs
|
||||||
|
|
||||||
|
## Loading Strategy
|
||||||
|
|
||||||
|
### For All Agents
|
||||||
|
```
|
||||||
|
ALWAYS LOAD:
|
||||||
|
- essential-principles.md (~300 tokens)
|
||||||
|
|
||||||
|
LOAD IF NEEDED:
|
||||||
|
- context-efficiency.md (when managing complex workflows)
|
||||||
|
- runtime-monitoring.md (when approaching token limits)
|
||||||
|
- prompt-caching.md (for repetitive tasks)
|
||||||
|
```
|
||||||
|
|
||||||
|
### By Agent Role
|
||||||
|
|
||||||
|
**React Developer**:
|
||||||
|
- essential-principles.md
|
||||||
|
- code-quality.md (TypeScript section)
|
||||||
|
- performance-standards.md (Frontend section)
|
||||||
|
|
||||||
|
**Node Backend Developer**:
|
||||||
|
- essential-principles.md
|
||||||
|
- code-quality.md (Testing section)
|
||||||
|
- security-standards.md (API section)
|
||||||
|
- performance-standards.md (Backend section)
|
||||||
|
|
||||||
|
**Solution Architect**:
|
||||||
|
- essential-principles.md
|
||||||
|
- context-efficiency.md
|
||||||
|
- All standards (for review)
|
||||||
|
|
||||||
|
**API Developer**:
|
||||||
|
- essential-principles.md
|
||||||
|
- documentation-standards.md (API section)
|
||||||
|
- security-standards.md (API security)
|
||||||
|
|
@ -0,0 +1,31 @@
|
||||||
|
# Performance Standards
|
||||||
|
|
||||||
|
## Frontend Performance
|
||||||
|
|
||||||
|
- Code splitting and lazy loading for routes
|
||||||
|
- React.memo only when measured benefit
|
||||||
|
- Virtual scrolling for long lists
|
||||||
|
- Image optimization (next/image or similar)
|
||||||
|
- Bundle analysis and tree shaking
|
||||||
|
- Preload critical resources
|
||||||
|
- Minimize main thread work
|
||||||
|
|
||||||
|
## Backend Performance
|
||||||
|
|
||||||
|
- Database indexes on query fields
|
||||||
|
- Connection pooling
|
||||||
|
- Redis caching for frequent data
|
||||||
|
- Pagination for large results
|
||||||
|
- Async/await throughout
|
||||||
|
- Background jobs for heavy processing
|
||||||
|
- Query optimization (avoid N+1)
|
||||||
|
|
||||||
|
## General Optimization
|
||||||
|
|
||||||
|
- Measure before optimizing
|
||||||
|
- Focus on perceived performance
|
||||||
|
- Cache strategically
|
||||||
|
- Compress responses (gzip/brotli)
|
||||||
|
- CDN for static assets
|
||||||
|
- Database query optimization
|
||||||
|
- Load balancing for scale
|
||||||
|
|
@ -0,0 +1,31 @@
|
||||||
|
# Security Standards
|
||||||
|
|
||||||
|
## Authentication
|
||||||
|
|
||||||
|
- bcrypt/argon2 for passwords (10+ rounds)
|
||||||
|
- JWT with short access + long refresh tokens
|
||||||
|
- Refresh tokens in httpOnly cookies or secure DB
|
||||||
|
- Token rotation on refresh
|
||||||
|
|
||||||
|
## Input Validation
|
||||||
|
|
||||||
|
- Validate ALL inputs with Zod or Joi
|
||||||
|
- Sanitize HTML output to prevent XSS
|
||||||
|
- Parameterized queries for SQL injection prevention
|
||||||
|
- Whitelist, never blacklist
|
||||||
|
|
||||||
|
## API Security
|
||||||
|
|
||||||
|
- CORS with specific origins (not *)
|
||||||
|
- Rate limiting per user/endpoint
|
||||||
|
- CSRF protection for state changes
|
||||||
|
- Security headers with Helmet.js
|
||||||
|
- HTTPS in production always
|
||||||
|
|
||||||
|
## Secrets Management
|
||||||
|
|
||||||
|
- Never commit secrets to version control
|
||||||
|
- Use environment variables (.env)
|
||||||
|
- Rotate credentials regularly
|
||||||
|
- Minimal privilege principle
|
||||||
|
- Separate dev/staging/prod secrets
|
||||||
|
|
@ -0,0 +1,248 @@
|
||||||
|
# BMAD Checkpoint Metadata Format
|
||||||
|
# Structured format for consistent, searchable, reusable checkpoints
|
||||||
|
|
||||||
|
checkpoint:
|
||||||
|
# === METADATA HEADER (Required) ===
|
||||||
|
metadata:
|
||||||
|
id: "checkpoint-{phase}-{timestamp}" # Unique identifier
|
||||||
|
version: "1.0.0" # Checkpoint format version
|
||||||
|
created_at: "2024-01-15T10:30:00Z" # ISO 8601 timestamp
|
||||||
|
created_by: "agent-role" # Agent who created checkpoint
|
||||||
|
phase: "architecture" # Current phase (requirements/architecture/implementation)
|
||||||
|
project: "project-name" # Project identifier
|
||||||
|
|
||||||
|
# Token metrics for optimization
|
||||||
|
tokens:
|
||||||
|
original: 4500 # Tokens before compression
|
||||||
|
compressed: 800 # Tokens after compression
|
||||||
|
savings_percent: 82 # Percentage saved
|
||||||
|
|
||||||
|
# Searchable tags for retrieval
|
||||||
|
tags:
|
||||||
|
- "authentication"
|
||||||
|
- "rest-api"
|
||||||
|
- "jwt"
|
||||||
|
- "postgresql"
|
||||||
|
|
||||||
|
# Dependencies on other checkpoints
|
||||||
|
dependencies:
|
||||||
|
- "checkpoint-requirements-20240114"
|
||||||
|
- "checkpoint-tech-stack-20240115"
|
||||||
|
|
||||||
|
# === DECISIONS SECTION (Required) ===
|
||||||
|
decisions:
|
||||||
|
# Technology decisions with rationale
|
||||||
|
technology_stack:
|
||||||
|
frontend:
|
||||||
|
framework: "Next.js 14"
|
||||||
|
rationale: "SSR needed for SEO, RSC for performance"
|
||||||
|
backend:
|
||||||
|
framework: "Fastify"
|
||||||
|
rationale: "High performance requirement (10k req/s)"
|
||||||
|
database:
|
||||||
|
primary: "PostgreSQL"
|
||||||
|
rationale: "Complex relationships, ACID compliance"
|
||||||
|
|
||||||
|
# Architecture patterns decided
|
||||||
|
patterns:
|
||||||
|
api_style: "REST"
|
||||||
|
auth_method: "JWT with refresh tokens"
|
||||||
|
state_management: "Zustand + React Query"
|
||||||
|
deployment: "Container-based on AWS ECS"
|
||||||
|
|
||||||
|
# Key constraints identified
|
||||||
|
constraints:
|
||||||
|
performance: "Sub-200ms p95 response time"
|
||||||
|
security: "OWASP Top 10 compliance required"
|
||||||
|
scale: "Support 10,000 concurrent users"
|
||||||
|
budget: "$5,000/month infrastructure"
|
||||||
|
|
||||||
|
# === ARTIFACTS SECTION (Required) ===
|
||||||
|
artifacts:
|
||||||
|
# Created files with paths and purpose
|
||||||
|
created:
|
||||||
|
- path: "docs/architecture/system-design.md"
|
||||||
|
type: "architecture-doc"
|
||||||
|
tokens: 1200
|
||||||
|
purpose: "Complete system architecture"
|
||||||
|
|
||||||
|
- path: "api/openapi-spec.yaml"
|
||||||
|
type: "api-specification"
|
||||||
|
tokens: 800
|
||||||
|
purpose: "REST API contract"
|
||||||
|
|
||||||
|
- path: "database/schema.sql"
|
||||||
|
type: "database-schema"
|
||||||
|
tokens: 600
|
||||||
|
purpose: "PostgreSQL schema with migrations"
|
||||||
|
|
||||||
|
# Modified files
|
||||||
|
modified:
|
||||||
|
- path: "README.md"
|
||||||
|
changes: "Added architecture section"
|
||||||
|
|
||||||
|
- path: "package.json"
|
||||||
|
changes: "Added core dependencies"
|
||||||
|
|
||||||
|
# Files to be created in next phase
|
||||||
|
pending:
|
||||||
|
- "src/services/auth.service.ts"
|
||||||
|
- "src/components/LoginForm.tsx"
|
||||||
|
- "src/api/routes/auth.routes.ts"
|
||||||
|
|
||||||
|
# === CONTEXT SUMMARY (Required) ===
|
||||||
|
summary:
|
||||||
|
# Executive summary (2-3 sentences max)
|
||||||
|
executive: |
|
||||||
|
Designed microservices architecture using Next.js frontend and Fastify backend.
|
||||||
|
JWT authentication with PostgreSQL database, deployed on AWS ECS.
|
||||||
|
|
||||||
|
# Key accomplishments
|
||||||
|
completed:
|
||||||
|
- "Technology stack selected and validated"
|
||||||
|
- "API specification designed (42 endpoints)"
|
||||||
|
- "Database schema with 15 tables defined"
|
||||||
|
- "Security architecture implemented"
|
||||||
|
|
||||||
|
# Critical information for next phase
|
||||||
|
critical_context:
|
||||||
|
- "API rate limiting: 100 req/min for free tier"
|
||||||
|
- "Database indexes needed on user.email and post.created_at"
|
||||||
|
- "Redis required for session management"
|
||||||
|
- "CORS configured for frontend domain only"
|
||||||
|
|
||||||
|
# Known issues or blockers
|
||||||
|
issues:
|
||||||
|
- description: "Payment provider not yet selected"
|
||||||
|
severity: "medium"
|
||||||
|
blocks: "checkout-flow"
|
||||||
|
|
||||||
|
- description: "Email service decision pending"
|
||||||
|
severity: "low"
|
||||||
|
blocks: "user-notifications"
|
||||||
|
|
||||||
|
# === NEXT STEPS (Required) ===
|
||||||
|
next_steps:
|
||||||
|
immediate:
|
||||||
|
- task: "Implement authentication service"
|
||||||
|
assigned_to: "node-backend-developer"
|
||||||
|
priority: "high"
|
||||||
|
|
||||||
|
- task: "Create login/register components"
|
||||||
|
assigned_to: "react-developer"
|
||||||
|
priority: "high"
|
||||||
|
|
||||||
|
parallel_work:
|
||||||
|
- "Frontend team: Build component library"
|
||||||
|
- "Backend team: Implement core API endpoints"
|
||||||
|
- "DevOps: Setup CI/CD pipeline"
|
||||||
|
|
||||||
|
dependencies_needed:
|
||||||
|
- "Finalize payment provider (blocks checkout)"
|
||||||
|
- "Obtain SSL certificates (blocks deployment)"
|
||||||
|
|
||||||
|
# === METRICS (Optional but recommended) ===
|
||||||
|
metrics:
|
||||||
|
# Quantifiable metrics for tracking
|
||||||
|
code_metrics:
|
||||||
|
files_created: 12
|
||||||
|
lines_of_code: 1847
|
||||||
|
test_coverage: 0 # Not yet implemented
|
||||||
|
|
||||||
|
# Performance benchmarks
|
||||||
|
performance:
|
||||||
|
api_response_time: null # To be measured
|
||||||
|
database_queries: null # To be optimized
|
||||||
|
bundle_size: null # To be analyzed
|
||||||
|
|
||||||
|
# Time tracking
|
||||||
|
time_spent:
|
||||||
|
architecture_design: "4 hours"
|
||||||
|
api_specification: "2 hours"
|
||||||
|
database_design: "3 hours"
|
||||||
|
documentation: "1 hour"
|
||||||
|
|
||||||
|
# === HANDOFF PROTOCOL (Required for phase transitions) ===
|
||||||
|
handoff:
|
||||||
|
from_agent: "js-solution-architect"
|
||||||
|
to_agents:
|
||||||
|
- "node-backend-developer"
|
||||||
|
- "react-developer"
|
||||||
|
- "api-developer"
|
||||||
|
|
||||||
|
handoff_message: |
|
||||||
|
Architecture complete. Backend team implement auth first.
|
||||||
|
Frontend team can start component library in parallel.
|
||||||
|
API developer please review and refine endpoint specs.
|
||||||
|
|
||||||
|
validation_checklist:
|
||||||
|
- "[x] All technology decisions documented"
|
||||||
|
- "[x] API specification complete"
|
||||||
|
- "[x] Database schema defined"
|
||||||
|
- "[x] Security requirements clear"
|
||||||
|
- "[x] Performance targets set"
|
||||||
|
- "[ ] Payment provider selected"
|
||||||
|
- "[ ] Email service configured"
|
||||||
|
|
||||||
|
# === CHECKPOINT USAGE EXAMPLES ===
|
||||||
|
|
||||||
|
# Example 1: Minimal checkpoint (requirements phase)
|
||||||
|
checkpoint_minimal:
|
||||||
|
metadata:
|
||||||
|
id: "checkpoint-requirements-20240115"
|
||||||
|
phase: "requirements"
|
||||||
|
tokens: { original: 2000, compressed: 400 }
|
||||||
|
|
||||||
|
decisions:
|
||||||
|
scope: "MVP with user auth, posts, and comments"
|
||||||
|
timeline: "8 weeks"
|
||||||
|
budget: "$50,000"
|
||||||
|
|
||||||
|
artifacts:
|
||||||
|
created:
|
||||||
|
- path: "docs/requirements.md"
|
||||||
|
|
||||||
|
summary:
|
||||||
|
executive: "MVP requirements gathered. Focus on core social features."
|
||||||
|
|
||||||
|
next_steps:
|
||||||
|
immediate:
|
||||||
|
- task: "Design system architecture"
|
||||||
|
|
||||||
|
# Example 2: Implementation checkpoint
|
||||||
|
checkpoint_implementation:
|
||||||
|
metadata:
|
||||||
|
id: "checkpoint-auth-implementation-20240120"
|
||||||
|
phase: "implementation"
|
||||||
|
tokens: { original: 3000, compressed: 600 }
|
||||||
|
|
||||||
|
decisions:
|
||||||
|
implementation_choices:
|
||||||
|
password_hashing: "bcrypt with 10 rounds"
|
||||||
|
token_storage: "httpOnly cookies"
|
||||||
|
session_length: "7 days"
|
||||||
|
|
||||||
|
artifacts:
|
||||||
|
created:
|
||||||
|
- path: "src/services/auth.service.ts"
|
||||||
|
- path: "src/middleware/auth.middleware.ts"
|
||||||
|
- path: "tests/auth.test.ts"
|
||||||
|
|
||||||
|
summary:
|
||||||
|
executive: "Authentication system fully implemented with JWT."
|
||||||
|
completed:
|
||||||
|
- "Login/logout endpoints"
|
||||||
|
- "Password reset flow"
|
||||||
|
- "Role-based access control"
|
||||||
|
|
||||||
|
next_steps:
|
||||||
|
immediate:
|
||||||
|
- task: "Implement user profile endpoints"
|
||||||
|
|
||||||
|
# === CHECKPOINT SEARCH QUERIES ===
|
||||||
|
# Checkpoints can be searched by:
|
||||||
|
# - metadata.tags: Find all checkpoints with specific tags
|
||||||
|
# - metadata.phase: Find checkpoints from specific phase
|
||||||
|
# - artifacts.created[].type: Find checkpoints that created specific artifact types
|
||||||
|
# - decisions.technology_stack: Find projects using specific technologies
|
||||||
|
# - metadata.created_by: Find all checkpoints from specific agent
|
||||||
|
|
@ -0,0 +1,398 @@
|
||||||
|
#!/usr/bin/env node
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Runtime Token Tracking & Alert System for BMAD
|
||||||
|
* Provides real-time token monitoring, alerts, and automatic checkpoint triggers
|
||||||
|
*/
|
||||||
|
|
||||||
|
const EventEmitter = require('events');
|
||||||
|
const fs = require('fs');
|
||||||
|
const path = require('path');
|
||||||
|
|
||||||
|
class TokenTracker extends EventEmitter {
|
||||||
|
constructor(options = {}) {
|
||||||
|
super();
|
||||||
|
|
||||||
|
// Configuration
|
||||||
|
this.budget = options.budget || 5000;
|
||||||
|
this.checkpointThreshold = options.checkpointThreshold || 3000;
|
||||||
|
this.warningThreshold = options.warningThreshold || 0.75;
|
||||||
|
this.criticalThreshold = options.criticalThreshold || 0.9;
|
||||||
|
|
||||||
|
// State tracking
|
||||||
|
this.currentTokens = 0;
|
||||||
|
this.contextHistory = [];
|
||||||
|
this.loadedFiles = new Map();
|
||||||
|
this.startTime = Date.now();
|
||||||
|
this.checkpointCount = 0;
|
||||||
|
|
||||||
|
// Telemetry
|
||||||
|
this.metrics = {
|
||||||
|
totalLoaded: 0,
|
||||||
|
totalSaved: 0,
|
||||||
|
checkpoints: [],
|
||||||
|
alerts: [],
|
||||||
|
fileAccess: new Map()
|
||||||
|
};
|
||||||
|
|
||||||
|
this.setupAlerts();
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Setup alert handlers
|
||||||
|
*/
|
||||||
|
setupAlerts() {
|
||||||
|
this.on('warning', (data) => {
|
||||||
|
console.warn(`⚠️ TOKEN WARNING: ${data.message}`);
|
||||||
|
this.metrics.alerts.push({ level: 'warning', ...data, timestamp: Date.now() });
|
||||||
|
});
|
||||||
|
|
||||||
|
this.on('critical', (data) => {
|
||||||
|
console.error(`🚨 TOKEN CRITICAL: ${data.message}`);
|
||||||
|
this.metrics.alerts.push({ level: 'critical', ...data, timestamp: Date.now() });
|
||||||
|
});
|
||||||
|
|
||||||
|
this.on('checkpoint-needed', (data) => {
|
||||||
|
console.log(`📍 CHECKPOINT NEEDED: ${data.message}`);
|
||||||
|
this.metrics.alerts.push({ level: 'checkpoint', ...data, timestamp: Date.now() });
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track file loading
|
||||||
|
*/
|
||||||
|
loadFile(filepath, content) {
|
||||||
|
const tokens = this.estimateTokens(content);
|
||||||
|
const filename = path.basename(filepath);
|
||||||
|
|
||||||
|
// Check if would exceed budget
|
||||||
|
if (this.currentTokens + tokens > this.budget) {
|
||||||
|
this.emit('critical', {
|
||||||
|
message: `Loading ${filename} (${tokens} tokens) would exceed budget`,
|
||||||
|
current: this.currentTokens,
|
||||||
|
attempted: tokens,
|
||||||
|
budget: this.budget
|
||||||
|
});
|
||||||
|
return false;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Track the load
|
||||||
|
this.loadedFiles.set(filepath, {
|
||||||
|
tokens,
|
||||||
|
loadedAt: Date.now(),
|
||||||
|
accessCount: 1
|
||||||
|
});
|
||||||
|
|
||||||
|
this.currentTokens += tokens;
|
||||||
|
this.metrics.totalLoaded += tokens;
|
||||||
|
|
||||||
|
// Update file access metrics
|
||||||
|
const access = this.metrics.fileAccess.get(filepath) || { count: 0, tokens: 0 };
|
||||||
|
access.count++;
|
||||||
|
access.tokens += tokens;
|
||||||
|
this.metrics.fileAccess.set(filepath, access);
|
||||||
|
|
||||||
|
// Add to history
|
||||||
|
this.contextHistory.push({
|
||||||
|
action: 'load',
|
||||||
|
file: filename,
|
||||||
|
tokens,
|
||||||
|
total: this.currentTokens,
|
||||||
|
timestamp: Date.now()
|
||||||
|
});
|
||||||
|
|
||||||
|
this.checkStatus();
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Unload file from context
|
||||||
|
*/
|
||||||
|
unloadFile(filepath) {
|
||||||
|
const file = this.loadedFiles.get(filepath);
|
||||||
|
if (file) {
|
||||||
|
this.currentTokens -= file.tokens;
|
||||||
|
this.loadedFiles.delete(filepath);
|
||||||
|
|
||||||
|
this.contextHistory.push({
|
||||||
|
action: 'unload',
|
||||||
|
file: path.basename(filepath),
|
||||||
|
tokens: -file.tokens,
|
||||||
|
total: this.currentTokens,
|
||||||
|
timestamp: Date.now()
|
||||||
|
});
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Create checkpoint
|
||||||
|
*/
|
||||||
|
createCheckpoint(summary, compressedTokens) {
|
||||||
|
const checkpoint = {
|
||||||
|
id: `checkpoint-${++this.checkpointCount}`,
|
||||||
|
timestamp: Date.now(),
|
||||||
|
originalTokens: this.currentTokens,
|
||||||
|
compressedTokens,
|
||||||
|
compressionRatio: ((this.currentTokens - compressedTokens) / this.currentTokens * 100).toFixed(1),
|
||||||
|
files: Array.from(this.loadedFiles.keys()),
|
||||||
|
summary
|
||||||
|
};
|
||||||
|
|
||||||
|
this.metrics.checkpoints.push(checkpoint);
|
||||||
|
this.metrics.totalSaved += (this.currentTokens - compressedTokens);
|
||||||
|
|
||||||
|
// Reset context
|
||||||
|
this.currentTokens = compressedTokens;
|
||||||
|
this.loadedFiles.clear();
|
||||||
|
|
||||||
|
this.contextHistory.push({
|
||||||
|
action: 'checkpoint',
|
||||||
|
checkpoint: checkpoint.id,
|
||||||
|
saved: checkpoint.originalTokens - compressedTokens,
|
||||||
|
timestamp: Date.now()
|
||||||
|
});
|
||||||
|
|
||||||
|
return checkpoint;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Check current status and emit alerts
|
||||||
|
*/
|
||||||
|
checkStatus() {
|
||||||
|
const usage = this.currentTokens / this.budget;
|
||||||
|
const status = this.getStatus();
|
||||||
|
|
||||||
|
// Checkpoint threshold
|
||||||
|
if (this.currentTokens > this.checkpointThreshold) {
|
||||||
|
this.emit('checkpoint-needed', {
|
||||||
|
message: `Context exceeds checkpoint threshold (${this.currentTokens}/${this.checkpointThreshold})`,
|
||||||
|
current: this.currentTokens,
|
||||||
|
threshold: this.checkpointThreshold
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Budget alerts
|
||||||
|
if (usage > this.criticalThreshold && status.previous !== 'critical') {
|
||||||
|
this.emit('critical', {
|
||||||
|
message: `Token usage critical: ${(usage * 100).toFixed(1)}% of budget`,
|
||||||
|
current: this.currentTokens,
|
||||||
|
budget: this.budget
|
||||||
|
});
|
||||||
|
} else if (usage > this.warningThreshold && status.previous === 'green') {
|
||||||
|
this.emit('warning', {
|
||||||
|
message: `Token usage warning: ${(usage * 100).toFixed(1)}% of budget`,
|
||||||
|
current: this.currentTokens,
|
||||||
|
budget: this.budget
|
||||||
|
});
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get current status
|
||||||
|
*/
|
||||||
|
getStatus() {
|
||||||
|
const usage = this.currentTokens / this.budget;
|
||||||
|
let status, emoji, color;
|
||||||
|
|
||||||
|
if (usage < 0.5) {
|
||||||
|
status = 'green';
|
||||||
|
emoji = '🟢';
|
||||||
|
color = '\x1b[32m';
|
||||||
|
} else if (usage < this.warningThreshold) {
|
||||||
|
status = 'yellow';
|
||||||
|
emoji = '🟡';
|
||||||
|
color = '\x1b[33m';
|
||||||
|
} else if (usage < this.criticalThreshold) {
|
||||||
|
status = 'orange';
|
||||||
|
emoji = '🟠';
|
||||||
|
color = '\x1b[38;5;208m';
|
||||||
|
} else {
|
||||||
|
status = 'critical';
|
||||||
|
emoji = '🔴';
|
||||||
|
color = '\x1b[31m';
|
||||||
|
}
|
||||||
|
|
||||||
|
return {
|
||||||
|
status,
|
||||||
|
emoji,
|
||||||
|
color,
|
||||||
|
usage: (usage * 100).toFixed(1),
|
||||||
|
current: this.currentTokens,
|
||||||
|
budget: this.budget,
|
||||||
|
remaining: this.budget - this.currentTokens
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens (simplified)
|
||||||
|
*/
|
||||||
|
estimateTokens(content) {
|
||||||
|
const words = content.match(/\b\w+\b/g) || [];
|
||||||
|
return Math.ceil(words.length * 1.3);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get recommendations based on current state
|
||||||
|
*/
|
||||||
|
getRecommendations() {
|
||||||
|
const recommendations = [];
|
||||||
|
const status = this.getStatus();
|
||||||
|
|
||||||
|
if (status.status === 'critical') {
|
||||||
|
recommendations.push('🚨 CREATE CHECKPOINT IMMEDIATELY');
|
||||||
|
recommendations.push('❌ DO NOT LOAD ANY MORE FILES');
|
||||||
|
} else if (status.status === 'orange') {
|
||||||
|
recommendations.push('⚠️ Consider creating checkpoint soon');
|
||||||
|
recommendations.push('🎯 Load only critical files');
|
||||||
|
}
|
||||||
|
|
||||||
|
// Check for unused files
|
||||||
|
const unused = [];
|
||||||
|
const now = Date.now();
|
||||||
|
for (const [file, data] of this.loadedFiles) {
|
||||||
|
if (now - data.loadedAt > 300000) { // 5 minutes
|
||||||
|
unused.push(path.basename(file));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if (unused.length > 0) {
|
||||||
|
recommendations.push(`💡 Consider unloading unused files: ${unused.join(', ')}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Check for frequently accessed files
|
||||||
|
const frequent = [];
|
||||||
|
for (const [file, access] of this.metrics.fileAccess) {
|
||||||
|
if (access.count > 3) {
|
||||||
|
frequent.push(path.basename(file));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if (frequent.length > 0) {
|
||||||
|
recommendations.push(`📌 Consider caching frequently accessed: ${frequent.join(', ')}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
return recommendations;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generate report
|
||||||
|
*/
|
||||||
|
generateReport() {
|
||||||
|
const status = this.getStatus();
|
||||||
|
const duration = Math.floor((Date.now() - this.startTime) / 1000);
|
||||||
|
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
console.log('RUNTIME TOKEN TRACKING REPORT');
|
||||||
|
console.log('='.repeat(80));
|
||||||
|
|
||||||
|
// Current Status
|
||||||
|
console.log('\n📊 CURRENT STATUS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Status: ${status.emoji} ${status.status.toUpperCase()} (${status.usage}%)`);
|
||||||
|
console.log(`Tokens: ${status.current} / ${status.budget}`);
|
||||||
|
console.log(`Remaining: ${status.remaining} tokens`);
|
||||||
|
console.log(`Duration: ${duration} seconds`);
|
||||||
|
|
||||||
|
// Loaded Files
|
||||||
|
if (this.loadedFiles.size > 0) {
|
||||||
|
console.log('\n📁 LOADED FILES');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
for (const [file, data] of this.loadedFiles) {
|
||||||
|
const age = Math.floor((Date.now() - data.loadedAt) / 1000);
|
||||||
|
console.log(`${path.basename(file).padEnd(30)} ${String(data.tokens).padStart(6)} tokens (${age}s ago)`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Metrics
|
||||||
|
console.log('\n📈 METRICS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Total Loaded: ${this.metrics.totalLoaded} tokens`);
|
||||||
|
console.log(`Total Saved: ${this.metrics.totalSaved} tokens`);
|
||||||
|
console.log(`Checkpoints: ${this.metrics.checkpoints.length}`);
|
||||||
|
console.log(`Alerts: ${this.metrics.alerts.length}`);
|
||||||
|
|
||||||
|
// Checkpoints
|
||||||
|
if (this.metrics.checkpoints.length > 0) {
|
||||||
|
console.log('\n📍 CHECKPOINTS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
for (const cp of this.metrics.checkpoints) {
|
||||||
|
console.log(`${cp.id}: ${cp.originalTokens} → ${cp.compressedTokens} tokens (${cp.compressionRatio}% saved)`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Recommendations
|
||||||
|
const recommendations = this.getRecommendations();
|
||||||
|
if (recommendations.length > 0) {
|
||||||
|
console.log('\n💡 RECOMMENDATIONS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
for (const rec of recommendations) {
|
||||||
|
console.log(rec);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Export telemetry data
|
||||||
|
*/
|
||||||
|
exportTelemetry() {
|
||||||
|
return {
|
||||||
|
session: {
|
||||||
|
startTime: this.startTime,
|
||||||
|
duration: Date.now() - this.startTime,
|
||||||
|
budget: this.budget,
|
||||||
|
peakUsage: Math.max(...this.contextHistory.map(h => h.total || 0)),
|
||||||
|
checkpoints: this.checkpointCount
|
||||||
|
},
|
||||||
|
metrics: this.metrics,
|
||||||
|
history: this.contextHistory,
|
||||||
|
fileAccess: Array.from(this.metrics.fileAccess.entries()).map(([file, access]) => ({
|
||||||
|
file: path.basename(file),
|
||||||
|
...access
|
||||||
|
}))
|
||||||
|
};
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Interactive CLI mode
|
||||||
|
if (require.main === module) {
|
||||||
|
const tracker = new TokenTracker({
|
||||||
|
budget: parseInt(process.argv[2]) || 5000,
|
||||||
|
checkpointThreshold: parseInt(process.argv[3]) || 3000
|
||||||
|
});
|
||||||
|
|
||||||
|
console.log('🚀 Token Tracker Started');
|
||||||
|
console.log(`Budget: ${tracker.budget} tokens`);
|
||||||
|
console.log(`Checkpoint threshold: ${tracker.checkpointThreshold} tokens`);
|
||||||
|
|
||||||
|
// Simulate file loading for demo
|
||||||
|
const files = [
|
||||||
|
{ name: 'core-principles.md', tokens: 1500 },
|
||||||
|
{ name: 'api-patterns.md', tokens: 1000 },
|
||||||
|
{ name: 'security-guide.md', tokens: 800 },
|
||||||
|
{ name: 'testing-strategy.md', tokens: 600 }
|
||||||
|
];
|
||||||
|
|
||||||
|
console.log('\nSimulating file loads...\n');
|
||||||
|
|
||||||
|
for (const file of files) {
|
||||||
|
console.log(`Loading ${file.name}...`);
|
||||||
|
tracker.loadFile(file.name, 'x'.repeat(file.tokens * 5));
|
||||||
|
|
||||||
|
const status = tracker.getStatus();
|
||||||
|
console.log(` Status: ${status.emoji} ${status.usage}% (${status.current}/${status.budget})`);
|
||||||
|
|
||||||
|
// Pause for effect
|
||||||
|
require('child_process').execSync('sleep 1');
|
||||||
|
}
|
||||||
|
|
||||||
|
tracker.generateReport();
|
||||||
|
|
||||||
|
// Export telemetry
|
||||||
|
const telemetry = tracker.exportTelemetry();
|
||||||
|
fs.writeFileSync('token-telemetry.json', JSON.stringify(telemetry, null, 2));
|
||||||
|
console.log('\n📊 Telemetry exported to token-telemetry.json');
|
||||||
|
}
|
||||||
|
|
||||||
|
module.exports = TokenTracker;
|
||||||
|
|
@ -0,0 +1,766 @@
|
||||||
|
#!/usr/bin/env node
|
||||||
|
|
||||||
|
/**
|
||||||
|
* BMAD Telemetry & Analytics System
|
||||||
|
* Tracks agent usage patterns, performance metrics, and optimization opportunities
|
||||||
|
*/
|
||||||
|
|
||||||
|
const fs = require('fs').promises;
|
||||||
|
const path = require('path');
|
||||||
|
const crypto = require('crypto');
|
||||||
|
|
||||||
|
class TelemetryAnalytics {
|
||||||
|
constructor(options = {}) {
|
||||||
|
this.dataDir = options.dataDir || path.join(__dirname, '../telemetry-data');
|
||||||
|
this.sessionId = crypto.randomBytes(16).toString('hex');
|
||||||
|
this.startTime = Date.now();
|
||||||
|
|
||||||
|
// Initialize collectors
|
||||||
|
this.collectors = {
|
||||||
|
agentUsage: new Map(),
|
||||||
|
fileAccess: new Map(),
|
||||||
|
tokenPatterns: [],
|
||||||
|
checkpoints: [],
|
||||||
|
decisions: [],
|
||||||
|
errors: [],
|
||||||
|
performance: []
|
||||||
|
};
|
||||||
|
|
||||||
|
// Configuration
|
||||||
|
this.config = {
|
||||||
|
autoSave: options.autoSave !== false,
|
||||||
|
saveInterval: options.saveInterval || 60000, // 1 minute
|
||||||
|
anonymize: options.anonymize !== false,
|
||||||
|
verbose: options.verbose || false
|
||||||
|
};
|
||||||
|
|
||||||
|
this.initializeDataDir();
|
||||||
|
if (this.config.autoSave) {
|
||||||
|
this.startAutoSave();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Initialize telemetry data directory
|
||||||
|
*/
|
||||||
|
async initializeDataDir() {
|
||||||
|
try {
|
||||||
|
await fs.mkdir(this.dataDir, { recursive: true });
|
||||||
|
await fs.mkdir(path.join(this.dataDir, 'sessions'), { recursive: true });
|
||||||
|
await fs.mkdir(path.join(this.dataDir, 'aggregated'), { recursive: true });
|
||||||
|
} catch (error) {
|
||||||
|
console.error('Failed to initialize telemetry directory:', error);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track agent usage
|
||||||
|
*/
|
||||||
|
trackAgentUsage(agentName, action, metadata = {}) {
|
||||||
|
const agent = this.collectors.agentUsage.get(agentName) || {
|
||||||
|
invocations: 0,
|
||||||
|
totalTokensUsed: 0,
|
||||||
|
totalTimeMs: 0,
|
||||||
|
actions: new Map(),
|
||||||
|
errors: 0
|
||||||
|
};
|
||||||
|
|
||||||
|
agent.invocations++;
|
||||||
|
agent.totalTokensUsed += metadata.tokensUsed || 0;
|
||||||
|
agent.totalTimeMs += metadata.timeMs || 0;
|
||||||
|
|
||||||
|
// Track specific actions
|
||||||
|
const actionCount = agent.actions.get(action) || 0;
|
||||||
|
agent.actions.set(action, actionCount + 1);
|
||||||
|
|
||||||
|
this.collectors.agentUsage.set(agentName, agent);
|
||||||
|
|
||||||
|
// Log event
|
||||||
|
this.logEvent('agent_usage', {
|
||||||
|
agent: agentName,
|
||||||
|
action,
|
||||||
|
...metadata,
|
||||||
|
timestamp: Date.now()
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track file access patterns
|
||||||
|
*/
|
||||||
|
trackFileAccess(filepath, operation, metadata = {}) {
|
||||||
|
const filename = path.basename(filepath);
|
||||||
|
const file = this.collectors.fileAccess.get(filename) || {
|
||||||
|
accessCount: 0,
|
||||||
|
operations: new Map(),
|
||||||
|
totalTokens: 0,
|
||||||
|
agents: new Set(),
|
||||||
|
firstAccess: Date.now(),
|
||||||
|
lastAccess: Date.now()
|
||||||
|
};
|
||||||
|
|
||||||
|
file.accessCount++;
|
||||||
|
file.lastAccess = Date.now();
|
||||||
|
file.totalTokens += metadata.tokens || 0;
|
||||||
|
|
||||||
|
if (metadata.agent) {
|
||||||
|
file.agents.add(metadata.agent);
|
||||||
|
}
|
||||||
|
|
||||||
|
const opCount = file.operations.get(operation) || 0;
|
||||||
|
file.operations.set(operation, opCount + 1);
|
||||||
|
|
||||||
|
this.collectors.fileAccess.set(filename, file);
|
||||||
|
|
||||||
|
this.logEvent('file_access', {
|
||||||
|
file: filename,
|
||||||
|
operation,
|
||||||
|
...metadata,
|
||||||
|
timestamp: Date.now()
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track token usage patterns
|
||||||
|
*/
|
||||||
|
trackTokenUsage(context, tokens, metadata = {}) {
|
||||||
|
const pattern = {
|
||||||
|
context,
|
||||||
|
tokens,
|
||||||
|
timestamp: Date.now(),
|
||||||
|
phase: metadata.phase || 'unknown',
|
||||||
|
agent: metadata.agent || 'unknown',
|
||||||
|
efficiency: metadata.efficiency || this.calculateEfficiency(tokens, metadata)
|
||||||
|
};
|
||||||
|
|
||||||
|
this.collectors.tokenPatterns.push(pattern);
|
||||||
|
|
||||||
|
// Track peak usage
|
||||||
|
if (!this.peakTokenUsage || tokens > this.peakTokenUsage.tokens) {
|
||||||
|
this.peakTokenUsage = pattern;
|
||||||
|
}
|
||||||
|
|
||||||
|
this.logEvent('token_usage', pattern);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track checkpoint creation
|
||||||
|
*/
|
||||||
|
trackCheckpoint(checkpointId, originalTokens, compressedTokens, metadata = {}) {
|
||||||
|
const checkpoint = {
|
||||||
|
id: checkpointId,
|
||||||
|
originalTokens,
|
||||||
|
compressedTokens,
|
||||||
|
compressionRatio: ((originalTokens - compressedTokens) / originalTokens * 100).toFixed(1),
|
||||||
|
timestamp: Date.now(),
|
||||||
|
phase: metadata.phase || 'unknown',
|
||||||
|
agent: metadata.agent || 'unknown',
|
||||||
|
artifacts: metadata.artifacts || []
|
||||||
|
};
|
||||||
|
|
||||||
|
this.collectors.checkpoints.push(checkpoint);
|
||||||
|
|
||||||
|
this.logEvent('checkpoint', checkpoint);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track decision points
|
||||||
|
*/
|
||||||
|
trackDecision(decisionType, choice, metadata = {}) {
|
||||||
|
const decision = {
|
||||||
|
type: decisionType,
|
||||||
|
choice,
|
||||||
|
timestamp: Date.now(),
|
||||||
|
agent: metadata.agent || 'unknown',
|
||||||
|
rationale: metadata.rationale || '',
|
||||||
|
alternatives: metadata.alternatives || [],
|
||||||
|
confidence: metadata.confidence || 1.0
|
||||||
|
};
|
||||||
|
|
||||||
|
this.collectors.decisions.push(decision);
|
||||||
|
|
||||||
|
this.logEvent('decision', decision);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track errors and failures
|
||||||
|
*/
|
||||||
|
trackError(errorType, message, metadata = {}) {
|
||||||
|
const error = {
|
||||||
|
type: errorType,
|
||||||
|
message: this.config.anonymize ? this.anonymizeError(message) : message,
|
||||||
|
timestamp: Date.now(),
|
||||||
|
agent: metadata.agent || 'unknown',
|
||||||
|
phase: metadata.phase || 'unknown',
|
||||||
|
severity: metadata.severity || 'medium',
|
||||||
|
resolved: metadata.resolved || false
|
||||||
|
};
|
||||||
|
|
||||||
|
this.collectors.errors.push(error);
|
||||||
|
|
||||||
|
this.logEvent('error', error);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Track performance metrics
|
||||||
|
*/
|
||||||
|
trackPerformance(operation, duration, metadata = {}) {
|
||||||
|
const perf = {
|
||||||
|
operation,
|
||||||
|
duration,
|
||||||
|
timestamp: Date.now(),
|
||||||
|
success: metadata.success !== false,
|
||||||
|
tokensConsumed: metadata.tokens || 0,
|
||||||
|
efficiency: duration > 0 ? (metadata.tokens || 0) / duration : 0
|
||||||
|
};
|
||||||
|
|
||||||
|
this.collectors.performance.push(perf);
|
||||||
|
|
||||||
|
this.logEvent('performance', perf);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Calculate efficiency metrics
|
||||||
|
*/
|
||||||
|
calculateEfficiency(tokens, metadata) {
|
||||||
|
if (!metadata.outputValue) return 1.0;
|
||||||
|
|
||||||
|
// Simple efficiency: output value / tokens used
|
||||||
|
return Math.min(metadata.outputValue / tokens, 2.0);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Anonymize error messages
|
||||||
|
*/
|
||||||
|
anonymizeError(message) {
|
||||||
|
// Remove file paths, URLs, and potentially sensitive data
|
||||||
|
return message
|
||||||
|
.replace(/\/[^\s]+/g, '/[path]')
|
||||||
|
.replace(/https?:\/\/[^\s]+/g, '[url]')
|
||||||
|
.replace(/\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b/g, '[email]');
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Log event to memory
|
||||||
|
*/
|
||||||
|
logEvent(type, data) {
|
||||||
|
if (this.config.verbose) {
|
||||||
|
console.log(`[Telemetry] ${type}:`, data);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze collected data
|
||||||
|
*/
|
||||||
|
analyze() {
|
||||||
|
const duration = Date.now() - this.startTime;
|
||||||
|
const analysis = {
|
||||||
|
session: {
|
||||||
|
id: this.sessionId,
|
||||||
|
duration,
|
||||||
|
startTime: this.startTime,
|
||||||
|
endTime: Date.now()
|
||||||
|
},
|
||||||
|
agents: this.analyzeAgents(),
|
||||||
|
files: this.analyzeFiles(),
|
||||||
|
tokens: this.analyzeTokens(),
|
||||||
|
checkpoints: this.analyzeCheckpoints(),
|
||||||
|
decisions: this.analyzeDecisions(),
|
||||||
|
errors: this.analyzeErrors(),
|
||||||
|
performance: this.analyzePerformance(),
|
||||||
|
recommendations: this.generateRecommendations()
|
||||||
|
};
|
||||||
|
|
||||||
|
return analysis;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze agent usage patterns
|
||||||
|
*/
|
||||||
|
analyzeAgents() {
|
||||||
|
const agents = Array.from(this.collectors.agentUsage.entries()).map(([name, data]) => ({
|
||||||
|
name,
|
||||||
|
invocations: data.invocations,
|
||||||
|
avgTokensPerInvocation: data.invocations > 0 ? Math.round(data.totalTokensUsed / data.invocations) : 0,
|
||||||
|
avgTimeMs: data.invocations > 0 ? Math.round(data.totalTimeMs / data.invocations) : 0,
|
||||||
|
topActions: Array.from(data.actions.entries())
|
||||||
|
.sort((a, b) => b[1] - a[1])
|
||||||
|
.slice(0, 5)
|
||||||
|
.map(([action, count]) => ({ action, count })),
|
||||||
|
errorRate: data.invocations > 0 ? (data.errors / data.invocations * 100).toFixed(1) : 0
|
||||||
|
}));
|
||||||
|
|
||||||
|
return {
|
||||||
|
totalAgents: agents.length,
|
||||||
|
mostUsed: agents.sort((a, b) => b.invocations - a.invocations)[0],
|
||||||
|
leastUsed: agents.sort((a, b) => a.invocations - b.invocations)[0],
|
||||||
|
agents
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze file access patterns
|
||||||
|
*/
|
||||||
|
analyzeFiles() {
|
||||||
|
const files = Array.from(this.collectors.fileAccess.entries()).map(([name, data]) => ({
|
||||||
|
name,
|
||||||
|
accessCount: data.accessCount,
|
||||||
|
avgTokens: data.accessCount > 0 ? Math.round(data.totalTokens / data.accessCount) : 0,
|
||||||
|
agentCount: data.agents.size,
|
||||||
|
accessPattern: this.detectAccessPattern(data),
|
||||||
|
operations: Array.from(data.operations.entries())
|
||||||
|
}));
|
||||||
|
|
||||||
|
return {
|
||||||
|
totalFiles: files.length,
|
||||||
|
mostAccessed: files.sort((a, b) => b.accessCount - a.accessCount)[0],
|
||||||
|
largestFile: files.sort((a, b) => b.avgTokens - a.avgTokens)[0],
|
||||||
|
accessPatterns: this.summarizeAccessPatterns(files),
|
||||||
|
files
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Detect file access patterns
|
||||||
|
*/
|
||||||
|
detectAccessPattern(fileData) {
|
||||||
|
const duration = fileData.lastAccess - fileData.firstAccess;
|
||||||
|
const accessRate = fileData.accessCount / (duration / 1000 / 60); // per minute
|
||||||
|
|
||||||
|
if (accessRate > 10) return 'hot';
|
||||||
|
if (accessRate > 1) return 'frequent';
|
||||||
|
if (fileData.accessCount === 1) return 'one-time';
|
||||||
|
return 'occasional';
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze token usage patterns
|
||||||
|
*/
|
||||||
|
analyzeTokens() {
|
||||||
|
if (this.collectors.tokenPatterns.length === 0) {
|
||||||
|
return { totalTokens: 0, patterns: [] };
|
||||||
|
}
|
||||||
|
|
||||||
|
const totalTokens = this.collectors.tokenPatterns.reduce((sum, p) => sum + p.tokens, 0);
|
||||||
|
const avgTokens = Math.round(totalTokens / this.collectors.tokenPatterns.length);
|
||||||
|
|
||||||
|
// Group by phase
|
||||||
|
const byPhase = {};
|
||||||
|
for (const pattern of this.collectors.tokenPatterns) {
|
||||||
|
if (!byPhase[pattern.phase]) {
|
||||||
|
byPhase[pattern.phase] = { count: 0, tokens: 0 };
|
||||||
|
}
|
||||||
|
byPhase[pattern.phase].count++;
|
||||||
|
byPhase[pattern.phase].tokens += pattern.tokens;
|
||||||
|
}
|
||||||
|
|
||||||
|
return {
|
||||||
|
totalTokens,
|
||||||
|
avgTokensPerOperation: avgTokens,
|
||||||
|
peakUsage: this.peakTokenUsage,
|
||||||
|
byPhase: Object.entries(byPhase).map(([phase, data]) => ({
|
||||||
|
phase,
|
||||||
|
operations: data.count,
|
||||||
|
totalTokens: data.tokens,
|
||||||
|
avgTokens: Math.round(data.tokens / data.count)
|
||||||
|
})),
|
||||||
|
efficiency: this.calculateOverallEfficiency()
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze checkpoints
|
||||||
|
*/
|
||||||
|
analyzeCheckpoints() {
|
||||||
|
if (this.collectors.checkpoints.length === 0) {
|
||||||
|
return { count: 0, avgCompression: 0 };
|
||||||
|
}
|
||||||
|
|
||||||
|
const avgCompression = this.collectors.checkpoints
|
||||||
|
.reduce((sum, cp) => sum + parseFloat(cp.compressionRatio), 0) / this.collectors.checkpoints.length;
|
||||||
|
|
||||||
|
const totalSaved = this.collectors.checkpoints
|
||||||
|
.reduce((sum, cp) => sum + (cp.originalTokens - cp.compressedTokens), 0);
|
||||||
|
|
||||||
|
return {
|
||||||
|
count: this.collectors.checkpoints.length,
|
||||||
|
avgCompression: avgCompression.toFixed(1),
|
||||||
|
totalTokensSaved: totalSaved,
|
||||||
|
checkpoints: this.collectors.checkpoints
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze decisions
|
||||||
|
*/
|
||||||
|
analyzeDecisions() {
|
||||||
|
const decisionTypes = {};
|
||||||
|
for (const decision of this.collectors.decisions) {
|
||||||
|
if (!decisionTypes[decision.type]) {
|
||||||
|
decisionTypes[decision.type] = [];
|
||||||
|
}
|
||||||
|
decisionTypes[decision.type].push(decision.choice);
|
||||||
|
}
|
||||||
|
|
||||||
|
return {
|
||||||
|
totalDecisions: this.collectors.decisions.length,
|
||||||
|
byType: Object.entries(decisionTypes).map(([type, choices]) => ({
|
||||||
|
type,
|
||||||
|
count: choices.length,
|
||||||
|
choices: [...new Set(choices)]
|
||||||
|
})),
|
||||||
|
avgConfidence: this.collectors.decisions.length > 0
|
||||||
|
? (this.collectors.decisions.reduce((sum, d) => sum + d.confidence, 0) / this.collectors.decisions.length).toFixed(2)
|
||||||
|
: 1.0
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze errors
|
||||||
|
*/
|
||||||
|
analyzeErrors() {
|
||||||
|
const byType = {};
|
||||||
|
const bySeverity = { low: 0, medium: 0, high: 0, critical: 0 };
|
||||||
|
|
||||||
|
for (const error of this.collectors.errors) {
|
||||||
|
byType[error.type] = (byType[error.type] || 0) + 1;
|
||||||
|
bySeverity[error.severity]++;
|
||||||
|
}
|
||||||
|
|
||||||
|
return {
|
||||||
|
totalErrors: this.collectors.errors.length,
|
||||||
|
byType,
|
||||||
|
bySeverity,
|
||||||
|
resolvedCount: this.collectors.errors.filter(e => e.resolved).length,
|
||||||
|
criticalErrors: this.collectors.errors.filter(e => e.severity === 'critical')
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Analyze performance
|
||||||
|
*/
|
||||||
|
analyzePerformance() {
|
||||||
|
if (this.collectors.performance.length === 0) {
|
||||||
|
return { operations: 0 };
|
||||||
|
}
|
||||||
|
|
||||||
|
const successful = this.collectors.performance.filter(p => p.success);
|
||||||
|
const avgDuration = this.collectors.performance
|
||||||
|
.reduce((sum, p) => sum + p.duration, 0) / this.collectors.performance.length;
|
||||||
|
|
||||||
|
return {
|
||||||
|
operations: this.collectors.performance.length,
|
||||||
|
successRate: (successful.length / this.collectors.performance.length * 100).toFixed(1),
|
||||||
|
avgDuration: Math.round(avgDuration),
|
||||||
|
slowestOperation: this.collectors.performance
|
||||||
|
.sort((a, b) => b.duration - a.duration)[0],
|
||||||
|
totalTokensConsumed: this.collectors.performance
|
||||||
|
.reduce((sum, p) => sum + p.tokensConsumed, 0)
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Calculate overall efficiency
|
||||||
|
*/
|
||||||
|
calculateOverallEfficiency() {
|
||||||
|
const patterns = this.collectors.tokenPatterns;
|
||||||
|
if (patterns.length === 0) return 1.0;
|
||||||
|
|
||||||
|
const avgEfficiency = patterns
|
||||||
|
.reduce((sum, p) => sum + p.efficiency, 0) / patterns.length;
|
||||||
|
|
||||||
|
return avgEfficiency.toFixed(2);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Summarize access patterns
|
||||||
|
*/
|
||||||
|
summarizeAccessPatterns(files) {
|
||||||
|
const patterns = { hot: 0, frequent: 0, occasional: 0, 'one-time': 0 };
|
||||||
|
for (const file of files) {
|
||||||
|
patterns[file.accessPattern]++;
|
||||||
|
}
|
||||||
|
return patterns;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generate recommendations
|
||||||
|
*/
|
||||||
|
generateRecommendations() {
|
||||||
|
const recommendations = [];
|
||||||
|
const analysis = {
|
||||||
|
agents: this.analyzeAgents(),
|
||||||
|
files: this.analyzeFiles(),
|
||||||
|
tokens: this.analyzeTokens(),
|
||||||
|
errors: this.analyzeErrors()
|
||||||
|
};
|
||||||
|
|
||||||
|
// Token optimization
|
||||||
|
if (analysis.tokens.peakUsage && analysis.tokens.peakUsage.tokens > 4000) {
|
||||||
|
recommendations.push({
|
||||||
|
type: 'optimization',
|
||||||
|
priority: 'high',
|
||||||
|
message: `Peak token usage (${analysis.tokens.peakUsage.tokens}) exceeds recommended limit. Consider more aggressive checkpointing.`
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// File access optimization
|
||||||
|
const hotFiles = analysis.files.files.filter(f => f.accessPattern === 'hot');
|
||||||
|
if (hotFiles.length > 0) {
|
||||||
|
recommendations.push({
|
||||||
|
type: 'caching',
|
||||||
|
priority: 'medium',
|
||||||
|
message: `Files accessed frequently: ${hotFiles.map(f => f.name).join(', ')}. Consider caching these.`
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Error handling
|
||||||
|
if (analysis.errors.criticalErrors.length > 0) {
|
||||||
|
recommendations.push({
|
||||||
|
type: 'error',
|
||||||
|
priority: 'critical',
|
||||||
|
message: `${analysis.errors.criticalErrors.length} critical errors detected. Immediate attention required.`
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Agent optimization
|
||||||
|
if (analysis.agents.mostUsed && analysis.agents.mostUsed.avgTokensPerInvocation > 2000) {
|
||||||
|
recommendations.push({
|
||||||
|
type: 'agent',
|
||||||
|
priority: 'medium',
|
||||||
|
message: `Agent '${analysis.agents.mostUsed.name}' uses high tokens per invocation. Consider splitting responsibilities.`
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Checkpoint frequency
|
||||||
|
const checkpointAnalysis = this.analyzeCheckpoints();
|
||||||
|
if (checkpointAnalysis.count === 0 && analysis.tokens.totalTokens > 10000) {
|
||||||
|
recommendations.push({
|
||||||
|
type: 'checkpoint',
|
||||||
|
priority: 'high',
|
||||||
|
message: 'No checkpoints created despite high token usage. Implement regular checkpointing.'
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
return recommendations;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Save telemetry data
|
||||||
|
*/
|
||||||
|
async save() {
|
||||||
|
try {
|
||||||
|
const analysis = this.analyze();
|
||||||
|
const filename = `session-${this.sessionId}-${Date.now()}.json`;
|
||||||
|
const filepath = path.join(this.dataDir, 'sessions', filename);
|
||||||
|
|
||||||
|
await fs.writeFile(filepath, JSON.stringify(analysis, null, 2));
|
||||||
|
|
||||||
|
if (this.config.verbose) {
|
||||||
|
console.log(`Telemetry saved to ${filepath}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Also update aggregated data
|
||||||
|
await this.updateAggregatedData(analysis);
|
||||||
|
|
||||||
|
return filepath;
|
||||||
|
} catch (error) {
|
||||||
|
console.error('Failed to save telemetry:', error);
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Update aggregated data
|
||||||
|
*/
|
||||||
|
async updateAggregatedData(sessionAnalysis) {
|
||||||
|
const aggregatedPath = path.join(this.dataDir, 'aggregated', 'summary.json');
|
||||||
|
|
||||||
|
let aggregated = {};
|
||||||
|
try {
|
||||||
|
const existing = await fs.readFile(aggregatedPath, 'utf-8');
|
||||||
|
aggregated = JSON.parse(existing);
|
||||||
|
} catch (error) {
|
||||||
|
// File doesn't exist yet, start fresh
|
||||||
|
}
|
||||||
|
|
||||||
|
// Update aggregated metrics
|
||||||
|
aggregated.sessions = (aggregated.sessions || 0) + 1;
|
||||||
|
aggregated.totalTokens = (aggregated.totalTokens || 0) + sessionAnalysis.tokens.totalTokens;
|
||||||
|
aggregated.totalErrors = (aggregated.totalErrors || 0) + sessionAnalysis.errors.totalErrors;
|
||||||
|
aggregated.lastUpdated = Date.now();
|
||||||
|
|
||||||
|
// Track top files
|
||||||
|
if (!aggregated.topFiles) aggregated.topFiles = {};
|
||||||
|
for (const file of sessionAnalysis.files.files) {
|
||||||
|
aggregated.topFiles[file.name] = (aggregated.topFiles[file.name] || 0) + file.accessCount;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Track agent usage
|
||||||
|
if (!aggregated.agentUsage) aggregated.agentUsage = {};
|
||||||
|
for (const agent of sessionAnalysis.agents.agents) {
|
||||||
|
aggregated.agentUsage[agent.name] = (aggregated.agentUsage[agent.name] || 0) + agent.invocations;
|
||||||
|
}
|
||||||
|
|
||||||
|
await fs.writeFile(aggregatedPath, JSON.stringify(aggregated, null, 2));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Start auto-save timer
|
||||||
|
*/
|
||||||
|
startAutoSave() {
|
||||||
|
this.autoSaveTimer = setInterval(() => {
|
||||||
|
this.save();
|
||||||
|
}, this.config.saveInterval);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Stop auto-save timer
|
||||||
|
*/
|
||||||
|
stopAutoSave() {
|
||||||
|
if (this.autoSaveTimer) {
|
||||||
|
clearInterval(this.autoSaveTimer);
|
||||||
|
this.autoSaveTimer = null;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generate report
|
||||||
|
*/
|
||||||
|
generateReport() {
|
||||||
|
const analysis = this.analyze();
|
||||||
|
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
console.log('TELEMETRY ANALYTICS REPORT');
|
||||||
|
console.log('='.repeat(80));
|
||||||
|
|
||||||
|
// Session info
|
||||||
|
console.log('\n📊 SESSION');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Session ID: ${analysis.session.id}`);
|
||||||
|
console.log(`Duration: ${Math.round(analysis.session.duration / 1000)}s`);
|
||||||
|
|
||||||
|
// Agent usage
|
||||||
|
console.log('\n🤖 AGENT USAGE');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
if (analysis.agents.mostUsed) {
|
||||||
|
console.log(`Most Used: ${analysis.agents.mostUsed.name} (${analysis.agents.mostUsed.invocations} invocations)`);
|
||||||
|
}
|
||||||
|
console.log(`Total Agents: ${analysis.agents.totalAgents}`);
|
||||||
|
|
||||||
|
// Token usage
|
||||||
|
console.log('\n💰 TOKEN USAGE');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Total Tokens: ${analysis.tokens.totalTokens}`);
|
||||||
|
console.log(`Avg per Operation: ${analysis.tokens.avgTokensPerOperation}`);
|
||||||
|
console.log(`Efficiency Score: ${analysis.tokens.efficiency}`);
|
||||||
|
|
||||||
|
// File access
|
||||||
|
console.log('\n📁 FILE ACCESS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Total Files: ${analysis.files.totalFiles}`);
|
||||||
|
if (analysis.files.mostAccessed) {
|
||||||
|
console.log(`Most Accessed: ${analysis.files.mostAccessed.name} (${analysis.files.mostAccessed.accessCount} times)`);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Checkpoints
|
||||||
|
console.log('\n📍 CHECKPOINTS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Created: ${analysis.checkpoints.count}`);
|
||||||
|
console.log(`Avg Compression: ${analysis.checkpoints.avgCompression}%`);
|
||||||
|
console.log(`Tokens Saved: ${analysis.checkpoints.totalTokensSaved}`);
|
||||||
|
|
||||||
|
// Errors
|
||||||
|
if (analysis.errors.totalErrors > 0) {
|
||||||
|
console.log('\n⚠️ ERRORS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
console.log(`Total: ${analysis.errors.totalErrors}`);
|
||||||
|
console.log(`Critical: ${analysis.errors.bySeverity.critical}`);
|
||||||
|
console.log(`Resolved: ${analysis.errors.resolvedCount}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Recommendations
|
||||||
|
if (analysis.recommendations.length > 0) {
|
||||||
|
console.log('\n💡 RECOMMENDATIONS');
|
||||||
|
console.log('-'.repeat(40));
|
||||||
|
for (const rec of analysis.recommendations) {
|
||||||
|
const icon = rec.priority === 'critical' ? '🔴' : rec.priority === 'high' ? '🟠' : '🟡';
|
||||||
|
console.log(`${icon} [${rec.type}] ${rec.message}`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Clean up and save final data
|
||||||
|
*/
|
||||||
|
async cleanup() {
|
||||||
|
this.stopAutoSave();
|
||||||
|
await this.save();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// CLI for testing
|
||||||
|
if (require.main === module) {
|
||||||
|
const telemetry = new TelemetryAnalytics({ verbose: true });
|
||||||
|
|
||||||
|
// Simulate usage
|
||||||
|
console.log('Simulating telemetry collection...\n');
|
||||||
|
|
||||||
|
// Agent usage
|
||||||
|
telemetry.trackAgentUsage('react-developer', 'create_component', {
|
||||||
|
tokensUsed: 1200,
|
||||||
|
timeMs: 3000
|
||||||
|
});
|
||||||
|
|
||||||
|
telemetry.trackAgentUsage('node-backend-developer', 'implement_api', {
|
||||||
|
tokensUsed: 1800,
|
||||||
|
timeMs: 5000
|
||||||
|
});
|
||||||
|
|
||||||
|
// File access
|
||||||
|
telemetry.trackFileAccess('core-principles.md', 'load', {
|
||||||
|
tokens: 5000,
|
||||||
|
agent: 'react-developer'
|
||||||
|
});
|
||||||
|
|
||||||
|
telemetry.trackFileAccess('core-principles.md', 'load', {
|
||||||
|
tokens: 5000,
|
||||||
|
agent: 'node-backend-developer'
|
||||||
|
});
|
||||||
|
|
||||||
|
// Token usage
|
||||||
|
telemetry.trackTokenUsage('architecture_phase', 4500, {
|
||||||
|
phase: 'architecture',
|
||||||
|
agent: 'solution-architect'
|
||||||
|
});
|
||||||
|
|
||||||
|
// Checkpoint
|
||||||
|
telemetry.trackCheckpoint('checkpoint-arch-001', 4500, 800, {
|
||||||
|
phase: 'architecture',
|
||||||
|
agent: 'solution-architect'
|
||||||
|
});
|
||||||
|
|
||||||
|
// Decision
|
||||||
|
telemetry.trackDecision('technology', 'Next.js', {
|
||||||
|
agent: 'solution-architect',
|
||||||
|
alternatives: ['Gatsby', 'Vite'],
|
||||||
|
confidence: 0.9
|
||||||
|
});
|
||||||
|
|
||||||
|
// Error
|
||||||
|
telemetry.trackError('api_error', 'Failed to connect to database', {
|
||||||
|
agent: 'node-backend-developer',
|
||||||
|
severity: 'high'
|
||||||
|
});
|
||||||
|
|
||||||
|
// Generate report
|
||||||
|
telemetry.generateReport();
|
||||||
|
|
||||||
|
// Save and cleanup
|
||||||
|
telemetry.cleanup().then(() => {
|
||||||
|
console.log('\nTelemetry data saved successfully.');
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
module.exports = TelemetryAnalytics;
|
||||||
|
|
@ -0,0 +1,401 @@
|
||||||
|
#!/usr/bin/env node
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Automated Token Counter for BMAD Context Management
|
||||||
|
* Estimates token count for files and provides real-time context budget tracking
|
||||||
|
*
|
||||||
|
* Usage:
|
||||||
|
* node token-counter.js <file-or-directory>
|
||||||
|
* node token-counter.js --watch <directory>
|
||||||
|
* node token-counter.js --budget 5000 <files...>
|
||||||
|
*/
|
||||||
|
|
||||||
|
const fs = require('fs');
|
||||||
|
const path = require('path');
|
||||||
|
|
||||||
|
// Token estimation constants (based on GPT/Claude tokenization patterns)
|
||||||
|
const TOKENS_PER_WORD = 1.3;
|
||||||
|
const TOKENS_PER_CODE_LINE = 20;
|
||||||
|
const TOKENS_PER_MARKDOWN_LINE = 15;
|
||||||
|
|
||||||
|
class TokenCounter {
|
||||||
|
constructor(options = {}) {
|
||||||
|
this.budget = options.budget || null;
|
||||||
|
this.verbose = options.verbose || false;
|
||||||
|
this.watch = options.watch || false;
|
||||||
|
this.totalTokens = 0;
|
||||||
|
this.fileStats = [];
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens for text content
|
||||||
|
*/
|
||||||
|
estimateTokens(content, filename = '') {
|
||||||
|
const ext = path.extname(filename).toLowerCase();
|
||||||
|
|
||||||
|
// Different estimation strategies based on file type
|
||||||
|
if (['.js', '.ts', '.jsx', '.tsx', '.py', '.java'].includes(ext)) {
|
||||||
|
return this.estimateCodeTokens(content);
|
||||||
|
} else if (['.md', '.mdx'].includes(ext)) {
|
||||||
|
return this.estimateMarkdownTokens(content);
|
||||||
|
} else if (['.json', '.yaml', '.yml'].includes(ext)) {
|
||||||
|
return this.estimateStructuredTokens(content);
|
||||||
|
} else {
|
||||||
|
return this.estimateTextTokens(content);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens for plain text
|
||||||
|
*/
|
||||||
|
estimateTextTokens(content) {
|
||||||
|
// Count words (split by whitespace and punctuation)
|
||||||
|
const words = content.match(/\b\w+\b/g) || [];
|
||||||
|
const wordTokens = words.length * TOKENS_PER_WORD;
|
||||||
|
|
||||||
|
// Add overhead for punctuation and formatting
|
||||||
|
const overhead = content.length * 0.05;
|
||||||
|
|
||||||
|
return Math.ceil(wordTokens + overhead);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens for code files
|
||||||
|
*/
|
||||||
|
estimateCodeTokens(content) {
|
||||||
|
const lines = content.split('\n');
|
||||||
|
let tokens = 0;
|
||||||
|
|
||||||
|
for (const line of lines) {
|
||||||
|
const trimmed = line.trim();
|
||||||
|
|
||||||
|
// Skip empty lines and single-char lines
|
||||||
|
if (trimmed.length <= 1) {
|
||||||
|
tokens += 1;
|
||||||
|
}
|
||||||
|
// Comments get fewer tokens
|
||||||
|
else if (trimmed.startsWith('//') || trimmed.startsWith('#')) {
|
||||||
|
tokens += trimmed.length * 0.3;
|
||||||
|
}
|
||||||
|
// Import statements are compact
|
||||||
|
else if (trimmed.startsWith('import') || trimmed.startsWith('require')) {
|
||||||
|
tokens += 10;
|
||||||
|
}
|
||||||
|
// Regular code lines
|
||||||
|
else {
|
||||||
|
tokens += TOKENS_PER_CODE_LINE;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return Math.ceil(tokens);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens for Markdown files
|
||||||
|
*/
|
||||||
|
estimateMarkdownTokens(content) {
|
||||||
|
const lines = content.split('\n');
|
||||||
|
let tokens = 0;
|
||||||
|
let inCodeBlock = false;
|
||||||
|
|
||||||
|
for (const line of lines) {
|
||||||
|
// Code block detection
|
||||||
|
if (line.trim().startsWith('```')) {
|
||||||
|
inCodeBlock = !inCodeBlock;
|
||||||
|
tokens += 3;
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
if (inCodeBlock) {
|
||||||
|
tokens += TOKENS_PER_CODE_LINE;
|
||||||
|
} else {
|
||||||
|
// Headers are more compact
|
||||||
|
if (line.match(/^#+\s/)) {
|
||||||
|
tokens += line.length * 0.8;
|
||||||
|
}
|
||||||
|
// Lists are slightly compact
|
||||||
|
else if (line.match(/^[\*\-\+]\s/) || line.match(/^\d+\.\s/)) {
|
||||||
|
tokens += line.length * 0.9;
|
||||||
|
}
|
||||||
|
// Regular markdown text
|
||||||
|
else {
|
||||||
|
tokens += TOKENS_PER_MARKDOWN_LINE;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return Math.ceil(tokens);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Estimate tokens for structured data (JSON/YAML)
|
||||||
|
*/
|
||||||
|
estimateStructuredTokens(content) {
|
||||||
|
// Structured data is more compact than plain text
|
||||||
|
const chars = content.length;
|
||||||
|
const lines = content.split('\n').length;
|
||||||
|
|
||||||
|
// Estimate based on character count and structure
|
||||||
|
const charTokens = chars * 0.2;
|
||||||
|
const lineTokens = lines * 3;
|
||||||
|
|
||||||
|
return Math.ceil(Math.max(charTokens, lineTokens));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Count tokens in a file
|
||||||
|
*/
|
||||||
|
async countFile(filepath) {
|
||||||
|
try {
|
||||||
|
const content = fs.readFileSync(filepath, 'utf-8');
|
||||||
|
const tokens = this.estimateTokens(content, filepath);
|
||||||
|
|
||||||
|
const stats = {
|
||||||
|
file: path.basename(filepath),
|
||||||
|
path: filepath,
|
||||||
|
size: content.length,
|
||||||
|
lines: content.split('\n').length,
|
||||||
|
tokens: tokens,
|
||||||
|
tokensPerLine: Math.round(tokens / content.split('\n').length)
|
||||||
|
};
|
||||||
|
|
||||||
|
this.fileStats.push(stats);
|
||||||
|
this.totalTokens += tokens;
|
||||||
|
|
||||||
|
return stats;
|
||||||
|
} catch (error) {
|
||||||
|
console.error(`Error reading ${filepath}:`, error.message);
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Count tokens in directory recursively
|
||||||
|
*/
|
||||||
|
async countDirectory(dirpath, pattern = '*') {
|
||||||
|
const files = this.getFiles(dirpath, pattern);
|
||||||
|
|
||||||
|
for (const file of files) {
|
||||||
|
await this.countFile(file);
|
||||||
|
}
|
||||||
|
|
||||||
|
return this.fileStats;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get all files matching pattern
|
||||||
|
*/
|
||||||
|
getFiles(dirpath, pattern = '*') {
|
||||||
|
const files = [];
|
||||||
|
|
||||||
|
function walk(dir) {
|
||||||
|
const items = fs.readdirSync(dir);
|
||||||
|
|
||||||
|
for (const item of items) {
|
||||||
|
const fullPath = path.join(dir, item);
|
||||||
|
const stat = fs.statSync(fullPath);
|
||||||
|
|
||||||
|
if (stat.isDirectory() && !item.startsWith('.') && item !== 'node_modules') {
|
||||||
|
walk(fullPath);
|
||||||
|
} else if (stat.isFile()) {
|
||||||
|
// Simple pattern matching
|
||||||
|
if (pattern === '*' || fullPath.includes(pattern)) {
|
||||||
|
files.push(fullPath);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
walk(dirpath);
|
||||||
|
return files;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generate budget status with color codes
|
||||||
|
*/
|
||||||
|
getBudgetStatus() {
|
||||||
|
if (!this.budget) return '';
|
||||||
|
|
||||||
|
const percentage = (this.totalTokens / this.budget) * 100;
|
||||||
|
let status, color, emoji;
|
||||||
|
|
||||||
|
if (percentage < 50) {
|
||||||
|
status = 'GREEN';
|
||||||
|
color = '\x1b[32m'; // Green
|
||||||
|
emoji = '🟢';
|
||||||
|
} else if (percentage < 75) {
|
||||||
|
status = 'YELLOW';
|
||||||
|
color = '\x1b[33m'; // Yellow
|
||||||
|
emoji = '🟡';
|
||||||
|
} else if (percentage < 90) {
|
||||||
|
status = 'ORANGE';
|
||||||
|
color = '\x1b[38;5;208m'; // Orange
|
||||||
|
emoji = '🟠';
|
||||||
|
} else {
|
||||||
|
status = 'RED';
|
||||||
|
color = '\x1b[31m'; // Red
|
||||||
|
emoji = '🔴';
|
||||||
|
}
|
||||||
|
|
||||||
|
const reset = '\x1b[0m';
|
||||||
|
return `${color}${emoji} ${status} (${percentage.toFixed(1)}% of budget)${reset}`;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Print report
|
||||||
|
*/
|
||||||
|
printReport() {
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
console.log('TOKEN COUNT REPORT');
|
||||||
|
console.log('='.repeat(80));
|
||||||
|
|
||||||
|
if (this.verbose) {
|
||||||
|
console.log('\nDETAILED FILE ANALYSIS:');
|
||||||
|
console.log('-'.repeat(80));
|
||||||
|
|
||||||
|
// Sort by token count
|
||||||
|
const sorted = [...this.fileStats].sort((a, b) => b.tokens - a.tokens);
|
||||||
|
|
||||||
|
for (const stat of sorted) {
|
||||||
|
console.log(`\n📄 ${stat.file}`);
|
||||||
|
console.log(` Path: ${stat.path}`);
|
||||||
|
console.log(` Lines: ${stat.lines} | Size: ${stat.size} bytes`);
|
||||||
|
console.log(` Tokens: ~${stat.tokens} (${stat.tokensPerLine} per line avg)`);
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
console.log('\nTOP 10 FILES BY TOKEN COUNT:');
|
||||||
|
console.log('-'.repeat(80));
|
||||||
|
|
||||||
|
const top10 = [...this.fileStats]
|
||||||
|
.sort((a, b) => b.tokens - a.tokens)
|
||||||
|
.slice(0, 10);
|
||||||
|
|
||||||
|
for (const stat of top10) {
|
||||||
|
const bar = '█'.repeat(Math.floor(stat.tokens / 100));
|
||||||
|
console.log(`${stat.file.padEnd(40)} ${String(stat.tokens).padStart(6)} tokens ${bar}`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log('\n' + '='.repeat(80));
|
||||||
|
console.log('SUMMARY:');
|
||||||
|
console.log('-'.repeat(80));
|
||||||
|
console.log(`Total Files: ${this.fileStats.length}`);
|
||||||
|
console.log(`Total Tokens: ~${this.totalTokens}`);
|
||||||
|
|
||||||
|
if (this.budget) {
|
||||||
|
console.log(`Token Budget: ${this.budget}`);
|
||||||
|
console.log(`Budget Status: ${this.getBudgetStatus()}`);
|
||||||
|
console.log(`Remaining: ${Math.max(0, this.budget - this.totalTokens)} tokens`);
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log('\nRECOMMENDATIONS:');
|
||||||
|
if (this.totalTokens > 5000) {
|
||||||
|
console.log('⚠️ Consider creating checkpoints to compress context');
|
||||||
|
}
|
||||||
|
if (this.fileStats.some(f => f.tokens > 1500)) {
|
||||||
|
console.log('⚠️ Some files exceed 1500 tokens - consider splitting or section loading');
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log('='.repeat(80));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Watch mode - monitor directory for changes
|
||||||
|
*/
|
||||||
|
watchDirectory(dirpath) {
|
||||||
|
console.log(`Watching ${dirpath} for changes...`);
|
||||||
|
|
||||||
|
const recalculate = () => {
|
||||||
|
this.totalTokens = 0;
|
||||||
|
this.fileStats = [];
|
||||||
|
this.countDirectory(dirpath).then(() => {
|
||||||
|
console.clear();
|
||||||
|
this.printReport();
|
||||||
|
console.log('\n👁️ Watching for changes... (Ctrl+C to exit)');
|
||||||
|
});
|
||||||
|
};
|
||||||
|
|
||||||
|
recalculate();
|
||||||
|
|
||||||
|
fs.watch(dirpath, { recursive: true }, (eventType, filename) => {
|
||||||
|
if (filename && !filename.includes('node_modules')) {
|
||||||
|
console.log(`Change detected in ${filename}`);
|
||||||
|
setTimeout(recalculate, 100);
|
||||||
|
}
|
||||||
|
});
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// CLI Interface
|
||||||
|
function main() {
|
||||||
|
const args = process.argv.slice(2);
|
||||||
|
|
||||||
|
if (args.length === 0 || args.includes('--help')) {
|
||||||
|
console.log(`
|
||||||
|
Token Counter - Estimate token usage for BMAD context management
|
||||||
|
|
||||||
|
Usage:
|
||||||
|
node token-counter.js <file-or-directory> Count tokens
|
||||||
|
node token-counter.js --budget <N> <files...> Count with budget
|
||||||
|
node token-counter.js --watch <directory> Watch mode
|
||||||
|
node token-counter.js --verbose <file/dir> Detailed output
|
||||||
|
|
||||||
|
Examples:
|
||||||
|
node token-counter.js agents/ Count all agent files
|
||||||
|
node token-counter.js --budget 5000 data/ Check data files against budget
|
||||||
|
node token-counter.js --watch . Monitor current directory
|
||||||
|
|
||||||
|
Token Estimation:
|
||||||
|
- Plain text: ~1.3 tokens per word
|
||||||
|
- Code: ~20 tokens per line
|
||||||
|
- Markdown: ~15 tokens per line
|
||||||
|
- JSON/YAML: ~0.2 tokens per character
|
||||||
|
`);
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
const options = {
|
||||||
|
budget: null,
|
||||||
|
verbose: args.includes('--verbose'),
|
||||||
|
watch: args.includes('--watch')
|
||||||
|
};
|
||||||
|
|
||||||
|
// Parse budget
|
||||||
|
const budgetIndex = args.indexOf('--budget');
|
||||||
|
if (budgetIndex !== -1 && args[budgetIndex + 1]) {
|
||||||
|
options.budget = parseInt(args[budgetIndex + 1]);
|
||||||
|
args.splice(budgetIndex, 2);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Remove flags
|
||||||
|
const paths = args.filter(arg => !arg.startsWith('--'));
|
||||||
|
|
||||||
|
const counter = new TokenCounter(options);
|
||||||
|
|
||||||
|
// Process paths
|
||||||
|
for (const p of paths) {
|
||||||
|
const fullPath = path.resolve(p);
|
||||||
|
|
||||||
|
if (fs.existsSync(fullPath)) {
|
||||||
|
const stat = fs.statSync(fullPath);
|
||||||
|
|
||||||
|
if (options.watch && stat.isDirectory()) {
|
||||||
|
counter.watchDirectory(fullPath);
|
||||||
|
return; // Watch mode runs indefinitely
|
||||||
|
} else if (stat.isDirectory()) {
|
||||||
|
counter.countDirectory(fullPath).then(() => counter.printReport());
|
||||||
|
} else {
|
||||||
|
counter.countFile(fullPath).then(() => counter.printReport());
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
console.error(`Path not found: ${p}`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Run if executed directly
|
||||||
|
if (require.main === module) {
|
||||||
|
main();
|
||||||
|
}
|
||||||
|
|
||||||
|
module.exports = TokenCounter;
|
||||||
|
|
@ -0,0 +1,162 @@
|
||||||
|
# BMAD JavaScript Fullstack - Workflow Index
|
||||||
|
|
||||||
|
## 🚀 Quick Start
|
||||||
|
|
||||||
|
Choose your workflow in 30 seconds:
|
||||||
|
|
||||||
|
```
|
||||||
|
Q: Do you have existing code?
|
||||||
|
├─ NO → Use: greenfield-new-project.yaml
|
||||||
|
└─ YES → Q: Is it modernized?
|
||||||
|
├─ NO → Use: brownfield-modernize-existing.yaml
|
||||||
|
└─ YES → Q: What do you need?
|
||||||
|
├─ Add features → Use: feature-addition.yaml
|
||||||
|
└─ Fix/update → Use: maintenance-fixes-updates.yaml
|
||||||
|
```
|
||||||
|
|
||||||
|
## 📋 The 4 Workflows
|
||||||
|
|
||||||
|
### 1. [greenfield-new-project.yaml](greenfield-new-project.yaml)
|
||||||
|
**When**: Starting a brand new project from scratch
|
||||||
|
**Time**: 5-7 days (MVP) | 2-4 weeks (Production)
|
||||||
|
**Output**: Deployed application with core features
|
||||||
|
|
||||||
|
**Use for**:
|
||||||
|
- New startup MVP
|
||||||
|
- New product launch
|
||||||
|
- Greenfield enterprise project
|
||||||
|
- Fresh start with best practices
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
### 2. [brownfield-modernize-existing.yaml](brownfield-modernize-existing.yaml)
|
||||||
|
**When**: You have legacy/existing code that needs modernization
|
||||||
|
**Time**: 3-5 days
|
||||||
|
**Output**: Modernized, standardized, feature-ready codebase
|
||||||
|
|
||||||
|
**Use for**:
|
||||||
|
- Legacy JavaScript codebase
|
||||||
|
- Unstructured existing project
|
||||||
|
- Code without tests/standards
|
||||||
|
- Technical debt cleanup
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
### 3. [feature-addition.yaml](feature-addition.yaml)
|
||||||
|
**When**: Adding features to ANY established project
|
||||||
|
**Time**: 2 hours - 10 days (based on size)
|
||||||
|
**Output**: New feature deployed to production
|
||||||
|
|
||||||
|
**Size Guide**:
|
||||||
|
- **Small** (1-2 days): 1-3 files, existing patterns
|
||||||
|
- **Medium** (2-5 days): 4-10 files, some new patterns
|
||||||
|
- **Large** (5-10 days): 10+ files, new architecture
|
||||||
|
|
||||||
|
**Use for**:
|
||||||
|
- Adding authentication
|
||||||
|
- Payment integration
|
||||||
|
- New pages/components
|
||||||
|
- API endpoints
|
||||||
|
- Any feature addition
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
### 4. [maintenance-fixes-updates.yaml](maintenance-fixes-updates.yaml)
|
||||||
|
**When**: Bug fixes, updates, optimization, refactoring
|
||||||
|
**Time**: 2 hours - 3 days
|
||||||
|
**Output**: Issue resolved and deployed
|
||||||
|
|
||||||
|
**Types**:
|
||||||
|
- **Bug Fix** (2-8 hours): Reproduce → Fix → Deploy
|
||||||
|
- **Dependencies** (1-4 hours): Audit → Update → Deploy
|
||||||
|
- **Performance** (1-3 days): Profile → Optimize → Validate
|
||||||
|
- **Refactoring** (1-5 days): Plan → Refactor → Verify
|
||||||
|
- **Security** (2-8 hours, URGENT): Assess → Patch → Deploy
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## 🎯 Common Scenarios
|
||||||
|
|
||||||
|
| Scenario | Workflow | File |
|
||||||
|
|----------|----------|------|
|
||||||
|
| "I have a business idea" | Greenfield | [greenfield-new-project.yaml](greenfield-new-project.yaml) |
|
||||||
|
| "I inherited legacy code" | Brownfield | [brownfield-modernize-existing.yaml](brownfield-modernize-existing.yaml) |
|
||||||
|
| "Add login to my app" | Feature (Medium) | [feature-addition.yaml](feature-addition.yaml) |
|
||||||
|
| "Add dark mode toggle" | Feature (Small) | [feature-addition.yaml](feature-addition.yaml) |
|
||||||
|
| "Build chat feature" | Feature (Large) | [feature-addition.yaml](feature-addition.yaml) |
|
||||||
|
| "Fix production bug" | Maintenance (Bug) | [maintenance-fixes-updates.yaml](maintenance-fixes-updates.yaml) |
|
||||||
|
| "Update dependencies" | Maintenance (Deps) | [maintenance-fixes-updates.yaml](maintenance-fixes-updates.yaml) |
|
||||||
|
| "App is slow" | Maintenance (Perf) | [maintenance-fixes-updates.yaml](maintenance-fixes-updates.yaml) |
|
||||||
|
| "Clean up messy code" | Maintenance (Refactor) | [maintenance-fixes-updates.yaml](maintenance-fixes-updates.yaml) |
|
||||||
|
|
||||||
|
## 📊 Token Budgets
|
||||||
|
|
||||||
|
| Workflow | Min Tokens | Max Tokens | Avg Tokens |
|
||||||
|
|----------|------------|------------|------------|
|
||||||
|
| Greenfield (MVP) | 10,000 | 15,000 | 12,000 |
|
||||||
|
| Greenfield (Prod) | 15,000 | 25,000 | 20,000 |
|
||||||
|
| Brownfield | 7,000 | 10,000 | 8,500 |
|
||||||
|
| Feature (Small) | 3,000 | 6,000 | 4,500 |
|
||||||
|
| Feature (Medium) | 6,000 | 10,000 | 8,000 |
|
||||||
|
| Feature (Large) | 10,000 | 15,000 | 12,000 |
|
||||||
|
| Maintenance | 500 | 5,000 | 1,500 |
|
||||||
|
|
||||||
|
## 🔄 Workflow Progression
|
||||||
|
|
||||||
|
Typical project lifecycle:
|
||||||
|
|
||||||
|
```
|
||||||
|
1. Start: greenfield-new-project.yaml
|
||||||
|
↓
|
||||||
|
2. Build MVP (5-7 days)
|
||||||
|
↓
|
||||||
|
3. Add Features: feature-addition.yaml
|
||||||
|
↓
|
||||||
|
4. Maintain: maintenance-fixes-updates.yaml
|
||||||
|
↓
|
||||||
|
5. More Features: feature-addition.yaml
|
||||||
|
(Repeat 3-5 as needed)
|
||||||
|
```
|
||||||
|
|
||||||
|
Or for existing code:
|
||||||
|
|
||||||
|
```
|
||||||
|
1. Start: brownfield-modernize-existing.yaml
|
||||||
|
↓
|
||||||
|
2. Modernize (3-5 days)
|
||||||
|
↓
|
||||||
|
3. Add Features: feature-addition.yaml
|
||||||
|
↓
|
||||||
|
4. Maintain: maintenance-fixes-updates.yaml
|
||||||
|
(Repeat 3-4 as needed)
|
||||||
|
```
|
||||||
|
|
||||||
|
## 📚 Documentation
|
||||||
|
|
||||||
|
- **[README.md](README.md)** - Overview and quick reference
|
||||||
|
- **[WORKFLOW-SYSTEM.md](WORKFLOW-SYSTEM.md)** - Detailed system documentation
|
||||||
|
- **This file (INDEX.md)** - Quick navigation
|
||||||
|
|
||||||
|
## 🚦 Getting Started
|
||||||
|
|
||||||
|
1. **Read this index** to understand the 4 workflows
|
||||||
|
2. **Choose your workflow** based on your situation
|
||||||
|
3. **Open the YAML file** and follow the phases
|
||||||
|
4. **Track tokens** and create checkpoints as specified
|
||||||
|
5. **Use parallel execution** when indicated
|
||||||
|
|
||||||
|
## ✅ Workflow Selection Checklist
|
||||||
|
|
||||||
|
Before starting, answer these:
|
||||||
|
|
||||||
|
- [ ] Do I have existing code? (Yes = Brownfield, No = Greenfield)
|
||||||
|
- [ ] Is my code modernized? (No = Brownfield first)
|
||||||
|
- [ ] Am I adding a feature? (Yes = Feature workflow)
|
||||||
|
- [ ] Am I fixing/optimizing? (Yes = Maintenance workflow)
|
||||||
|
- [ ] Have I estimated feature size? (Small/Medium/Large)
|
||||||
|
- [ ] Do I know my token budget?
|
||||||
|
- [ ] Have I identified parallel opportunities?
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
**Need help? Start with [README.md](README.md) for detailed guidance.**
|
||||||
|
|
@ -1,48 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: backend-api-development
|
|
||||||
name: Backend API Development
|
|
||||||
description: Specialized workflow for building Node.js backend services and APIs with Express, Fastify, or NestJS.
|
|
||||||
type: backend-focused
|
|
||||||
project_types:
|
|
||||||
- rest-api
|
|
||||||
- graphql-api
|
|
||||||
- microservice
|
|
||||||
- api-gateway
|
|
||||||
- backend-for-frontend
|
|
||||||
|
|
||||||
sequence:
|
|
||||||
- agent: analyst
|
|
||||||
creates: api-requirements.md
|
|
||||||
notes: "Document API requirements, endpoints, data models, integrations, and non-functional requirements. SAVE to docs/requirements/"
|
|
||||||
|
|
||||||
- agent: api-developer
|
|
||||||
creates: api-specification.md
|
|
||||||
requires: api-requirements.md
|
|
||||||
notes: "Design API contracts: endpoints, request/response schemas, authentication, rate limiting, and versioning strategy. SAVE to docs/api/"
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: backend-architecture.md
|
|
||||||
requires: api-specification.md
|
|
||||||
notes: "Design backend architecture: framework choice, database design, caching strategy, background jobs, and scalability approach. SAVE to docs/architecture/"
|
|
||||||
|
|
||||||
- agent: node-backend-developer
|
|
||||||
validates: implementation_feasibility
|
|
||||||
uses: backend-checklist
|
|
||||||
notes: Review architecture for Node.js best practices and identify potential issues.
|
|
||||||
|
|
||||||
- agent: typescript-expert
|
|
||||||
creates: backend-types.md
|
|
||||||
requires: backend-architecture.md
|
|
||||||
notes: Define TypeScript types for DTOs, entities, service interfaces, and middleware.
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: begin_api_implementation
|
|
||||||
notes: Architecture and API spec validated. Initialize Node.js project and begin endpoint development.
|
|
||||||
|
|
||||||
recommended_stack:
|
|
||||||
framework: Express, Fastify, or NestJS
|
|
||||||
database: PostgreSQL with Prisma ORM or MongoDB with Mongoose
|
|
||||||
authentication: JWT with refresh tokens or OAuth 2.0
|
|
||||||
caching: Redis for sessions and data caching
|
|
||||||
testing: Jest + Supertest for API tests
|
|
||||||
|
|
@ -0,0 +1,293 @@
|
||||||
|
# Brownfield Setup Workflow
|
||||||
|
workflow:
|
||||||
|
id: brownfield-setup
|
||||||
|
name: Modernize & Standardize Existing JavaScript/TypeScript Project
|
||||||
|
description: Take legacy/existing code and prepare it for modern development
|
||||||
|
duration: 3-5 days
|
||||||
|
token_budget: 8500
|
||||||
|
|
||||||
|
# PHASE 1: Assessment (Day 1)
|
||||||
|
assessment:
|
||||||
|
agent: js-solution-architect + analyst
|
||||||
|
duration: 4-8 hours
|
||||||
|
tokens: 2000
|
||||||
|
|
||||||
|
analyze:
|
||||||
|
code_quality:
|
||||||
|
- Run ESLint analysis
|
||||||
|
- Check TypeScript coverage
|
||||||
|
- Identify code smells
|
||||||
|
- Measure technical debt
|
||||||
|
|
||||||
|
dependencies:
|
||||||
|
- Run npm/yarn audit
|
||||||
|
- Check outdated packages
|
||||||
|
- Identify security vulnerabilities
|
||||||
|
- Review bundle size
|
||||||
|
|
||||||
|
infrastructure:
|
||||||
|
- Current build process
|
||||||
|
- Deployment method
|
||||||
|
- Environment management
|
||||||
|
- CI/CD status
|
||||||
|
|
||||||
|
testing:
|
||||||
|
- Current test coverage
|
||||||
|
- Test framework status
|
||||||
|
- E2E test presence
|
||||||
|
- Manual testing process
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- assessment-report.md
|
||||||
|
- technical-debt-list.md
|
||||||
|
- security-vulnerabilities.md
|
||||||
|
- modernization-opportunities.md
|
||||||
|
|
||||||
|
red_flags:
|
||||||
|
critical:
|
||||||
|
- No version control
|
||||||
|
- Exposed secrets in code
|
||||||
|
- SQL injection vulnerabilities
|
||||||
|
- No authentication
|
||||||
|
high:
|
||||||
|
- No TypeScript
|
||||||
|
- No tests
|
||||||
|
- Outdated framework (>2 major versions)
|
||||||
|
- No error handling
|
||||||
|
medium:
|
||||||
|
- Poor code organization
|
||||||
|
- No documentation
|
||||||
|
- Mixed coding styles
|
||||||
|
- No CI/CD
|
||||||
|
|
||||||
|
# PHASE 2: Modernization Plan (Day 1 Afternoon)
|
||||||
|
planning:
|
||||||
|
agent: js-solution-architect
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1000
|
||||||
|
|
||||||
|
prioritization:
|
||||||
|
immediate: # Must fix now
|
||||||
|
- Security vulnerabilities
|
||||||
|
- Breaking bugs
|
||||||
|
- Critical dependencies
|
||||||
|
|
||||||
|
short_term: # This sprint
|
||||||
|
- Add TypeScript
|
||||||
|
- Setup testing
|
||||||
|
- Standardize code style
|
||||||
|
- Basic CI/CD
|
||||||
|
|
||||||
|
long_term: # Future sprints
|
||||||
|
- Architecture refactoring
|
||||||
|
- Performance optimization
|
||||||
|
- Advanced testing
|
||||||
|
- Full migration
|
||||||
|
|
||||||
|
decisions:
|
||||||
|
typescript:
|
||||||
|
add_now: If no TypeScript at all
|
||||||
|
gradual: If partial TypeScript
|
||||||
|
skip: If already full TypeScript
|
||||||
|
|
||||||
|
testing:
|
||||||
|
start_with: Critical business logic
|
||||||
|
framework: Vitest or Jest
|
||||||
|
target: 50% coverage initially
|
||||||
|
|
||||||
|
refactoring:
|
||||||
|
approach: Incremental, not rewrite
|
||||||
|
focus: High-traffic code first
|
||||||
|
rule: Don't break existing functionality
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- modernization-plan.md
|
||||||
|
- priority-matrix.md
|
||||||
|
- migration-timeline.md
|
||||||
|
|
||||||
|
checkpoint:
|
||||||
|
name: brownfield-plan-checkpoint.md
|
||||||
|
max_tokens: 400
|
||||||
|
|
||||||
|
# PHASE 3: Setup Standards (Day 2)
|
||||||
|
standardization:
|
||||||
|
duration: 4-8 hours
|
||||||
|
tokens: 1500
|
||||||
|
|
||||||
|
parallel_tasks:
|
||||||
|
track_1:
|
||||||
|
agent: typescript-expert
|
||||||
|
tasks:
|
||||||
|
- Setup TypeScript config
|
||||||
|
- Add type definitions
|
||||||
|
- Configure path aliases
|
||||||
|
- Create shared types
|
||||||
|
|
||||||
|
track_2:
|
||||||
|
agent: node-backend-developer
|
||||||
|
tasks:
|
||||||
|
- Setup ESLint + Prettier
|
||||||
|
- Configure pre-commit hooks
|
||||||
|
- Standardize project structure
|
||||||
|
- Update package.json scripts
|
||||||
|
|
||||||
|
track_3:
|
||||||
|
agent: devops
|
||||||
|
tasks:
|
||||||
|
- Setup/fix CI/CD pipeline
|
||||||
|
- Configure environment management
|
||||||
|
- Add automated testing
|
||||||
|
- Setup deployment process
|
||||||
|
|
||||||
|
configs_to_add:
|
||||||
|
required:
|
||||||
|
- tsconfig.json
|
||||||
|
- .eslintrc.js
|
||||||
|
- .prettierrc
|
||||||
|
- .gitignore
|
||||||
|
- .env.example
|
||||||
|
|
||||||
|
recommended:
|
||||||
|
- .husky (pre-commit hooks)
|
||||||
|
- .github/workflows
|
||||||
|
- docker-compose.yml
|
||||||
|
- jest.config.js
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- Standardized configuration
|
||||||
|
- Updated dependencies
|
||||||
|
- Development guide
|
||||||
|
- Updated README
|
||||||
|
|
||||||
|
# PHASE 4: Critical Refactoring (Days 3-4)
|
||||||
|
refactoring:
|
||||||
|
duration: 1-3 days
|
||||||
|
tokens: 3000
|
||||||
|
|
||||||
|
priority_order:
|
||||||
|
1_security:
|
||||||
|
- Fix authentication issues
|
||||||
|
- Sanitize inputs
|
||||||
|
- Update vulnerable dependencies
|
||||||
|
- Remove hardcoded secrets
|
||||||
|
|
||||||
|
2_stability:
|
||||||
|
- Fix breaking bugs
|
||||||
|
- Add error boundaries
|
||||||
|
- Handle edge cases
|
||||||
|
- Fix memory leaks
|
||||||
|
|
||||||
|
3_performance:
|
||||||
|
- Optimize database queries
|
||||||
|
- Fix N+1 problems
|
||||||
|
- Add caching layer
|
||||||
|
- Optimize bundle size
|
||||||
|
|
||||||
|
4_maintainability:
|
||||||
|
- Extract reusable components
|
||||||
|
- Standardize API responses
|
||||||
|
- Consolidate duplicate code
|
||||||
|
- Improve naming conventions
|
||||||
|
|
||||||
|
rules:
|
||||||
|
- Test before and after changes
|
||||||
|
- Commit frequently
|
||||||
|
- Document breaking changes
|
||||||
|
- Keep backward compatibility
|
||||||
|
- Create migration guides
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- Refactored codebase
|
||||||
|
- Migration notes
|
||||||
|
- Test results
|
||||||
|
- Performance metrics
|
||||||
|
|
||||||
|
# PHASE 5: Integration & Validation (Day 5)
|
||||||
|
validation:
|
||||||
|
agent: qa-engineer + developers
|
||||||
|
duration: 4-8 hours
|
||||||
|
tokens: 1000
|
||||||
|
|
||||||
|
verify:
|
||||||
|
functionality:
|
||||||
|
- All features still work
|
||||||
|
- No new bugs introduced
|
||||||
|
- Performance not degraded
|
||||||
|
- User experience maintained
|
||||||
|
|
||||||
|
standards:
|
||||||
|
- TypeScript compiles
|
||||||
|
- ESLint passes
|
||||||
|
- Tests pass
|
||||||
|
- Build succeeds
|
||||||
|
|
||||||
|
deployment:
|
||||||
|
- CI/CD pipeline works
|
||||||
|
- Deployment successful
|
||||||
|
- Monitoring active
|
||||||
|
- Rollback possible
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- validation-report.md
|
||||||
|
- test-coverage-report.html
|
||||||
|
- ready-for-features.md
|
||||||
|
|
||||||
|
# Post-Setup: Ready for Feature Development
|
||||||
|
next_steps:
|
||||||
|
immediate:
|
||||||
|
- Start using Feature Addition workflow
|
||||||
|
- Begin adding new features
|
||||||
|
- Continue incremental improvements
|
||||||
|
|
||||||
|
ongoing:
|
||||||
|
- Gradually increase test coverage
|
||||||
|
- Refactor remaining technical debt
|
||||||
|
- Update documentation
|
||||||
|
- Train team on new standards
|
||||||
|
|
||||||
|
# Common Scenarios & Solutions
|
||||||
|
scenarios:
|
||||||
|
no_typescript:
|
||||||
|
solution: Add TS config, rename files gradually
|
||||||
|
timeline: 1-2 weeks for full migration
|
||||||
|
|
||||||
|
no_tests:
|
||||||
|
solution: Start with critical paths, aim for 50%
|
||||||
|
timeline: Add tests with each new feature
|
||||||
|
|
||||||
|
outdated_react:
|
||||||
|
solution: Incremental upgrade, fix deprecations
|
||||||
|
timeline: 1 version at a time
|
||||||
|
|
||||||
|
jquery_legacy:
|
||||||
|
solution: Gradual replacement with React
|
||||||
|
timeline: Component by component
|
||||||
|
|
||||||
|
monolithic_code:
|
||||||
|
solution: Extract modules incrementally
|
||||||
|
timeline: Ongoing refactoring
|
||||||
|
|
||||||
|
# Success Criteria
|
||||||
|
success_metrics:
|
||||||
|
required:
|
||||||
|
- No critical vulnerabilities
|
||||||
|
- Basic tests running
|
||||||
|
- CI/CD functional
|
||||||
|
- TypeScript configured
|
||||||
|
|
||||||
|
recommended:
|
||||||
|
- 50%+ test coverage
|
||||||
|
- All dependencies updated
|
||||||
|
- Documentation current
|
||||||
|
- Performance improved
|
||||||
|
|
||||||
|
# Deliverables
|
||||||
|
deliverables:
|
||||||
|
- [ ] Assessment report
|
||||||
|
- [ ] Modernization plan
|
||||||
|
- [ ] Updated codebase
|
||||||
|
- [ ] Standard configurations
|
||||||
|
- [ ] Test suite
|
||||||
|
- [ ] CI/CD pipeline
|
||||||
|
- [ ] Development guide
|
||||||
|
- [ ] Ready for features
|
||||||
|
|
@ -0,0 +1,396 @@
|
||||||
|
# Feature Addition Workflow
|
||||||
|
workflow:
|
||||||
|
id: feature-addition
|
||||||
|
name: Add Feature to Existing Project
|
||||||
|
description: Works for both greenfield and brownfield projects
|
||||||
|
duration: 2-10 days (based on size)
|
||||||
|
token_budget: 4500 (small) | 8000 (medium) | 12000 (large)
|
||||||
|
|
||||||
|
# SIZE ESTIMATION (30 minutes)
|
||||||
|
sizing:
|
||||||
|
agent: analyst + architect
|
||||||
|
duration: 30 minutes
|
||||||
|
tokens: 500
|
||||||
|
|
||||||
|
size_definitions:
|
||||||
|
small:
|
||||||
|
effort: 1-2 days
|
||||||
|
files: 1-3 files changed
|
||||||
|
complexity: Using existing patterns
|
||||||
|
examples:
|
||||||
|
- Add new field to form
|
||||||
|
- Create new page with CRUD
|
||||||
|
- Add filter to list
|
||||||
|
- Update UI component
|
||||||
|
|
||||||
|
medium:
|
||||||
|
effort: 2-5 days
|
||||||
|
files: 4-10 files changed
|
||||||
|
complexity: Some new patterns
|
||||||
|
examples:
|
||||||
|
- Payment integration
|
||||||
|
- Email notifications
|
||||||
|
- File upload system
|
||||||
|
- Advanced filtering
|
||||||
|
|
||||||
|
large:
|
||||||
|
effort: 5-10 days
|
||||||
|
files: 10+ files changed
|
||||||
|
complexity: New architecture
|
||||||
|
examples:
|
||||||
|
- Multi-step wizard
|
||||||
|
- Real-time collaboration
|
||||||
|
- Advanced analytics
|
||||||
|
- Complex workflow
|
||||||
|
|
||||||
|
decision:
|
||||||
|
small: Skip to implementation
|
||||||
|
medium: Do quick design
|
||||||
|
large: Full design phase
|
||||||
|
|
||||||
|
# SMALL FEATURE (Skip most phases)
|
||||||
|
small_feature:
|
||||||
|
duration: 1-2 days
|
||||||
|
tokens: 4500
|
||||||
|
|
||||||
|
quick_analysis:
|
||||||
|
agent: appropriate-developer
|
||||||
|
duration: 1 hour
|
||||||
|
outputs:
|
||||||
|
- feature-brief.md (1 page max)
|
||||||
|
checklist:
|
||||||
|
- [ ] What changes are needed?
|
||||||
|
- [ ] Which files to modify?
|
||||||
|
- [ ] Any API changes?
|
||||||
|
- [ ] Test strategy?
|
||||||
|
|
||||||
|
implementation:
|
||||||
|
agent: appropriate-developer
|
||||||
|
duration: 4-12 hours
|
||||||
|
tasks:
|
||||||
|
- Make code changes
|
||||||
|
- Add/update tests
|
||||||
|
- Update documentation
|
||||||
|
- Manual testing
|
||||||
|
outputs:
|
||||||
|
- Working feature
|
||||||
|
- Updated tests
|
||||||
|
|
||||||
|
deployment:
|
||||||
|
duration: 1 hour
|
||||||
|
tasks:
|
||||||
|
- Code review
|
||||||
|
- Merge to main
|
||||||
|
- Deploy to production
|
||||||
|
|
||||||
|
# MEDIUM FEATURE
|
||||||
|
medium_feature:
|
||||||
|
duration: 2-5 days
|
||||||
|
tokens: 8000
|
||||||
|
|
||||||
|
# Phase 1: Analysis (2-4 hours)
|
||||||
|
analysis:
|
||||||
|
agent: analyst + architect
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1000
|
||||||
|
outputs:
|
||||||
|
- feature-requirements.md
|
||||||
|
- impact-analysis.md
|
||||||
|
analyze:
|
||||||
|
- Detailed requirements
|
||||||
|
- Affected components
|
||||||
|
- API changes needed
|
||||||
|
- Database schema updates
|
||||||
|
- Integration points
|
||||||
|
- Risks and dependencies
|
||||||
|
|
||||||
|
# Phase 2: Design (2-4 hours)
|
||||||
|
design:
|
||||||
|
agent: appropriate-specialist
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1500
|
||||||
|
outputs:
|
||||||
|
- technical-design.md
|
||||||
|
- api-changes.yaml (if backend)
|
||||||
|
- component-plan.md (if frontend)
|
||||||
|
design_elements:
|
||||||
|
- API contracts
|
||||||
|
- Component structure
|
||||||
|
- State management
|
||||||
|
- Database changes
|
||||||
|
- Error handling
|
||||||
|
checkpoint:
|
||||||
|
name: feature-design-checkpoint.md
|
||||||
|
max_tokens: 300
|
||||||
|
|
||||||
|
# Phase 3: Implementation (2-5 days)
|
||||||
|
implementation:
|
||||||
|
agent: developers
|
||||||
|
duration: 2-5 days
|
||||||
|
tokens: 4000
|
||||||
|
parallel_tracks:
|
||||||
|
frontend:
|
||||||
|
- Build UI components
|
||||||
|
- Implement state logic
|
||||||
|
- Add form validation
|
||||||
|
- Style components
|
||||||
|
backend:
|
||||||
|
- Create API endpoints
|
||||||
|
- Update database schema
|
||||||
|
- Add business logic
|
||||||
|
- Handle errors
|
||||||
|
testing:
|
||||||
|
- Unit tests
|
||||||
|
- Integration tests
|
||||||
|
- Manual QA
|
||||||
|
checkpoints:
|
||||||
|
frequency: Daily
|
||||||
|
max_tokens: 200 each
|
||||||
|
|
||||||
|
# Phase 4: Testing & Deployment (4-8 hours)
|
||||||
|
release:
|
||||||
|
duration: 4-8 hours
|
||||||
|
tokens: 1500
|
||||||
|
tasks:
|
||||||
|
- Code review
|
||||||
|
- Final QA
|
||||||
|
- Deploy to staging
|
||||||
|
- Smoke test
|
||||||
|
- Deploy to production
|
||||||
|
- Monitor metrics
|
||||||
|
|
||||||
|
# LARGE FEATURE
|
||||||
|
large_feature:
|
||||||
|
duration: 5-10 days
|
||||||
|
tokens: 12000
|
||||||
|
|
||||||
|
# Phase 1: Requirements (4-8 hours)
|
||||||
|
requirements:
|
||||||
|
agent: analyst
|
||||||
|
duration: 4-8 hours
|
||||||
|
tokens: 1500
|
||||||
|
outputs:
|
||||||
|
- detailed-requirements.md
|
||||||
|
- user-stories.md (5-10 stories)
|
||||||
|
- acceptance-criteria.md
|
||||||
|
- success-metrics.md
|
||||||
|
|
||||||
|
# Phase 2: Architecture Review (4 hours)
|
||||||
|
architecture:
|
||||||
|
agent: js-solution-architect
|
||||||
|
duration: 4 hours
|
||||||
|
tokens: 2000
|
||||||
|
load:
|
||||||
|
jit:
|
||||||
|
- IF new_patterns: architecture-patterns.md
|
||||||
|
- IF security: security-guidelines.md
|
||||||
|
- IF complex_api: api-implementation-patterns.md
|
||||||
|
outputs:
|
||||||
|
- architecture-impact.md
|
||||||
|
- integration-plan.md
|
||||||
|
- risk-mitigation.md
|
||||||
|
checkpoint:
|
||||||
|
name: architecture-impact-checkpoint.md
|
||||||
|
max_tokens: 400
|
||||||
|
|
||||||
|
# Phase 3: Design (1 day)
|
||||||
|
design:
|
||||||
|
agent: team-leads
|
||||||
|
duration: 1 day
|
||||||
|
tokens: 2500
|
||||||
|
parallel_design:
|
||||||
|
frontend:
|
||||||
|
- Component hierarchy
|
||||||
|
- State architecture
|
||||||
|
- Routing changes
|
||||||
|
- UI/UX flow
|
||||||
|
backend:
|
||||||
|
- API specification
|
||||||
|
- Database schema
|
||||||
|
- Service architecture
|
||||||
|
- Integration design
|
||||||
|
infrastructure:
|
||||||
|
- Performance requirements
|
||||||
|
- Scaling strategy
|
||||||
|
- Monitoring plan
|
||||||
|
outputs:
|
||||||
|
- frontend-design.md
|
||||||
|
- backend-design.md
|
||||||
|
- infrastructure-plan.md
|
||||||
|
checkpoint:
|
||||||
|
name: detailed-design-checkpoint.md
|
||||||
|
max_tokens: 500
|
||||||
|
|
||||||
|
# Phase 4: Story Creation (2 hours)
|
||||||
|
stories:
|
||||||
|
agent: scrum-master
|
||||||
|
duration: 2 hours
|
||||||
|
tokens: 1000
|
||||||
|
outputs:
|
||||||
|
- implementation-stories.md (5-10 stories)
|
||||||
|
- sprint-plan.md
|
||||||
|
story_types:
|
||||||
|
- Database migrations
|
||||||
|
- Backend API endpoints
|
||||||
|
- Frontend components
|
||||||
|
- Integration work
|
||||||
|
- Testing & QA
|
||||||
|
|
||||||
|
# Phase 5: Implementation (5-10 days)
|
||||||
|
implementation:
|
||||||
|
duration: 5-10 days
|
||||||
|
tokens: 4000
|
||||||
|
parallel_teams:
|
||||||
|
ui_team:
|
||||||
|
- Build component library
|
||||||
|
- Implement pages
|
||||||
|
- Add interactions
|
||||||
|
api_team:
|
||||||
|
- Create endpoints
|
||||||
|
- Add validation
|
||||||
|
- Implement business logic
|
||||||
|
data_team:
|
||||||
|
- Schema migrations
|
||||||
|
- Data transformations
|
||||||
|
- Database optimization
|
||||||
|
qa_team:
|
||||||
|
- Write test cases
|
||||||
|
- Automated testing
|
||||||
|
- Manual QA
|
||||||
|
daily_checkpoints:
|
||||||
|
- Progress report
|
||||||
|
- Blocker resolution
|
||||||
|
- Integration status
|
||||||
|
|
||||||
|
# Phase 6: Integration & Release (1-2 days)
|
||||||
|
release:
|
||||||
|
duration: 1-2 days
|
||||||
|
tokens: 1000
|
||||||
|
phases:
|
||||||
|
integration:
|
||||||
|
- Merge feature branches
|
||||||
|
- Integration testing
|
||||||
|
- Performance testing
|
||||||
|
- Security review
|
||||||
|
deployment:
|
||||||
|
- Deploy to staging
|
||||||
|
- User acceptance testing
|
||||||
|
- Production deployment
|
||||||
|
- Post-deployment monitoring
|
||||||
|
|
||||||
|
# FEATURE-SPECIFIC PATTERNS
|
||||||
|
patterns:
|
||||||
|
authentication_feature:
|
||||||
|
components:
|
||||||
|
- Login/register forms
|
||||||
|
- Auth context/provider
|
||||||
|
- Protected routes
|
||||||
|
- Session management
|
||||||
|
backend:
|
||||||
|
- Auth endpoints
|
||||||
|
- JWT middleware
|
||||||
|
- Password hashing
|
||||||
|
- Refresh token logic
|
||||||
|
|
||||||
|
payment_integration:
|
||||||
|
components:
|
||||||
|
- Checkout flow
|
||||||
|
- Payment forms
|
||||||
|
- Order confirmation
|
||||||
|
backend:
|
||||||
|
- Stripe/payment integration
|
||||||
|
- Webhook handlers
|
||||||
|
- Order processing
|
||||||
|
- Receipt generation
|
||||||
|
|
||||||
|
real_time_feature:
|
||||||
|
components:
|
||||||
|
- WebSocket client
|
||||||
|
- Real-time updates
|
||||||
|
- Optimistic UI
|
||||||
|
backend:
|
||||||
|
- WebSocket server
|
||||||
|
- Event broadcasting
|
||||||
|
- State synchronization
|
||||||
|
|
||||||
|
file_upload:
|
||||||
|
components:
|
||||||
|
- Upload UI
|
||||||
|
- Progress tracking
|
||||||
|
- File preview
|
||||||
|
backend:
|
||||||
|
- Upload endpoints
|
||||||
|
- S3/storage integration
|
||||||
|
- File validation
|
||||||
|
|
||||||
|
# COMMON DECISIONS
|
||||||
|
decisions:
|
||||||
|
new_dependencies:
|
||||||
|
evaluate:
|
||||||
|
- Bundle size impact
|
||||||
|
- Maintenance status
|
||||||
|
- License compatibility
|
||||||
|
- Security record
|
||||||
|
approval: Tech lead required
|
||||||
|
|
||||||
|
database_changes:
|
||||||
|
approach:
|
||||||
|
- Write migration scripts
|
||||||
|
- Test rollback
|
||||||
|
- Plan zero-downtime deployment
|
||||||
|
backup: Always before schema changes
|
||||||
|
|
||||||
|
breaking_changes:
|
||||||
|
process:
|
||||||
|
- Document clearly
|
||||||
|
- Version API
|
||||||
|
- Provide migration guide
|
||||||
|
- Deprecation period
|
||||||
|
|
||||||
|
# SUCCESS CRITERIA
|
||||||
|
success_metrics:
|
||||||
|
small:
|
||||||
|
- Feature works as expected
|
||||||
|
- Tests pass
|
||||||
|
- Code reviewed
|
||||||
|
- Deployed to production
|
||||||
|
|
||||||
|
medium:
|
||||||
|
- All acceptance criteria met
|
||||||
|
- Test coverage adequate
|
||||||
|
- Performance acceptable
|
||||||
|
- Documentation updated
|
||||||
|
|
||||||
|
large:
|
||||||
|
- All stories complete
|
||||||
|
- Full test coverage
|
||||||
|
- Performance validated
|
||||||
|
- User acceptance passed
|
||||||
|
- Monitoring in place
|
||||||
|
|
||||||
|
# DELIVERABLES
|
||||||
|
deliverables:
|
||||||
|
code:
|
||||||
|
- [ ] Feature implementation
|
||||||
|
- [ ] Unit tests
|
||||||
|
- [ ] Integration tests
|
||||||
|
- [ ] Updated types/interfaces
|
||||||
|
|
||||||
|
documentation:
|
||||||
|
- [ ] Feature documentation
|
||||||
|
- [ ] API documentation (if applicable)
|
||||||
|
- [ ] Migration guide (if breaking)
|
||||||
|
- [ ] Updated README
|
||||||
|
|
||||||
|
deployment:
|
||||||
|
- [ ] Deployed to production
|
||||||
|
- [ ] Monitoring configured
|
||||||
|
- [ ] Rollback plan documented
|
||||||
|
|
||||||
|
# QUICK REFERENCE
|
||||||
|
quick_start:
|
||||||
|
step_1: Estimate feature size (small/medium/large)
|
||||||
|
step_2: Follow appropriate workflow path
|
||||||
|
step_3: Use parallel development when possible
|
||||||
|
step_4: Checkpoint daily for medium/large features
|
||||||
|
step_5: Deploy incrementally if possible
|
||||||
|
|
@ -1,110 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: feature-development
|
|
||||||
name: Feature Development Workflow
|
|
||||||
description: Agile workflow for adding new features to existing JavaScript/TypeScript applications. Story-driven development from requirement to deployment.
|
|
||||||
type: feature-addition
|
|
||||||
project_types:
|
|
||||||
- existing-application
|
|
||||||
- continuous-delivery
|
|
||||||
- agile-sprint
|
|
||||||
|
|
||||||
sequence:
|
|
||||||
- agent: analyst
|
|
||||||
creates: feature-requirements.md
|
|
||||||
notes: "Document feature requirements, user stories, acceptance criteria, and success metrics. SAVE to docs/features/[feature-name]/"
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
reviews: technical_impact
|
|
||||||
requires: feature-requirements.md
|
|
||||||
context_budget: 1500-2500 tokens
|
|
||||||
loads_if_needed:
|
|
||||||
- security-guidelines.md
|
|
||||||
WHEN: Feature involves authentication, authorization, user data, or sensitive information
|
|
||||||
WHY: Need security patterns for auth flows, data protection, and input validation
|
|
||||||
TOKENS: ~1000
|
|
||||||
- best-practices.md
|
|
||||||
WHEN: Feature introduces new architectural patterns not in existing codebase
|
|
||||||
WHY: Ensure new patterns align with team standards and best practices
|
|
||||||
TOKENS: ~800
|
|
||||||
SKIP_IF: Using existing patterns only
|
|
||||||
- architecture-patterns.md
|
|
||||||
WHEN: Feature requires significant architectural changes (new service, major refactor)
|
|
||||||
WHY: Need pattern guidance for structural changes
|
|
||||||
TOKENS: ~1200
|
|
||||||
SKIP_IF: Simple addition to existing architecture
|
|
||||||
notes: |
|
|
||||||
Assess technical impact on existing architecture. Identify affected components, database changes, API modifications, and integration points.
|
|
||||||
DEFAULT LOAD: core-principles.md + feature-requirements.md + existing architecture checkpoint (~800 tokens)
|
|
||||||
JIT LOAD: Only load guides when making specific decisions about security, patterns, or architecture changes.
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
action: create_checkpoint
|
|
||||||
uses: create-checkpoint-summary task
|
|
||||||
creates: architecture-impact-checkpoint.md
|
|
||||||
requires: technical_impact_review
|
|
||||||
notes: "Compact technical impact analysis into checkpoint: selected approach, affected components, risks, and constraints. Max 100 lines. SAVE to docs/features/[feature-name]/checkpoints/"
|
|
||||||
|
|
||||||
- agent: react-developer OR node-backend-developer OR api-developer
|
|
||||||
creates: technical-specification.md
|
|
||||||
requires:
|
|
||||||
- feature-requirements.md
|
|
||||||
- architecture-impact-checkpoint.md
|
|
||||||
context_budget: 1000-1500 tokens
|
|
||||||
loads_if_needed:
|
|
||||||
- component-design-guidelines.md (react-developer)
|
|
||||||
WHEN: Building complex reusable component (compound components, render props, custom hooks)
|
|
||||||
WHY: Need advanced component patterns
|
|
||||||
TOKENS: ~600
|
|
||||||
SKIP_IF: Simple component using standard patterns
|
|
||||||
- state-management-guide.md (react-developer)
|
|
||||||
WHEN: Choosing state solution for new feature (useState vs Zustand vs Redux vs React Query)
|
|
||||||
WHY: Need state management decision framework
|
|
||||||
TOKENS: ~800
|
|
||||||
SKIP_IF: State pattern already defined in architecture
|
|
||||||
- security-guidelines.md (node-backend-developer)
|
|
||||||
WHEN: Implementing auth endpoints or handling sensitive data
|
|
||||||
WHY: Need auth patterns and security best practices
|
|
||||||
TOKENS: ~1000
|
|
||||||
SKIP_IF: Standard CRUD endpoints
|
|
||||||
- api-implementation-patterns.md (api-developer, node-backend-developer)
|
|
||||||
WHEN: Implementing specific API type (REST/GraphQL/tRPC) - load relevant section only
|
|
||||||
WHY: Need implementation details for chosen API style
|
|
||||||
TOKENS: ~200-300 per section
|
|
||||||
SKIP_IF: Following existing API patterns in codebase
|
|
||||||
notes: |
|
|
||||||
Create detailed technical spec with file changes, new components/endpoints, types, tests, and implementation steps.
|
|
||||||
DEFAULT LOAD: checkpoint + requirements (~1000 tokens)
|
|
||||||
JIT LOAD: Role-specific guides only when making new decisions. SAVE to docs/features/[feature-name]/
|
|
||||||
|
|
||||||
- agent: sm
|
|
||||||
creates: feature-stories.md
|
|
||||||
requires: technical-specification.md
|
|
||||||
uses: create-development-story task
|
|
||||||
notes: Break feature into implementable stories with clear acceptance criteria and DoD.
|
|
||||||
|
|
||||||
- agent: sm
|
|
||||||
action: create_checkpoint
|
|
||||||
uses: create-checkpoint-summary task
|
|
||||||
creates: implementation-checkpoint.md
|
|
||||||
requires: feature-stories.md
|
|
||||||
notes: "Compact planning phase into checkpoint: story priorities, effort estimates, dependencies, and critical DoD criteria. Archive verbose specs. Max 100 lines. SAVE to docs/features/[feature-name]/checkpoints/"
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: begin_feature_implementation
|
|
||||||
notes: Feature planning complete with compact checkpoint. Developers reference implementation-checkpoint.md + stories for context-efficient implementation.
|
|
||||||
|
|
||||||
story_flow:
|
|
||||||
- Create feature branch from main
|
|
||||||
- Implement stories in sequence
|
|
||||||
- Write tests for each story
|
|
||||||
- Code review before merging
|
|
||||||
- Deploy to staging for QA
|
|
||||||
- Merge to main and deploy to production
|
|
||||||
|
|
||||||
best_practices:
|
|
||||||
- Keep feature branches short-lived (< 3 days)
|
|
||||||
- Deploy incrementally with feature flags
|
|
||||||
- Write tests before code (TDD)
|
|
||||||
- Update documentation with code changes
|
|
||||||
- Monitor metrics post-deployment
|
|
||||||
|
|
@ -1,41 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: frontend-app-development
|
|
||||||
name: Frontend Application Development
|
|
||||||
description: Specialized workflow for building React/Next.js frontend applications. Covers everything from component architecture to deployment.
|
|
||||||
type: frontend-focused
|
|
||||||
project_types:
|
|
||||||
- single-page-application
|
|
||||||
- static-site-generation
|
|
||||||
- server-side-rendering
|
|
||||||
- progressive-web-app
|
|
||||||
|
|
||||||
sequence:
|
|
||||||
- agent: analyst
|
|
||||||
creates: frontend-requirements.md
|
|
||||||
notes: "Document UI/UX requirements, user flows, and frontend-specific needs. SAVE to docs/requirements/"
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: frontend-architecture.md
|
|
||||||
requires: frontend-requirements.md
|
|
||||||
notes: "Design frontend architecture: component structure, state management, routing, styling approach, and performance strategy. SAVE to docs/architecture/"
|
|
||||||
|
|
||||||
- agent: react-developer
|
|
||||||
validates: architecture_feasibility
|
|
||||||
uses: frontend-checklist
|
|
||||||
notes: Review architecture for React best practices and implementation feasibility.
|
|
||||||
|
|
||||||
- agent: typescript-expert
|
|
||||||
creates: type-definitions.md
|
|
||||||
requires: frontend-architecture.md
|
|
||||||
notes: Define TypeScript interfaces for props, state, API responses, and utilities.
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: begin_component_development
|
|
||||||
notes: Architecture validated. Initialize React/Next.js project and begin story-driven component development.
|
|
||||||
|
|
||||||
recommended_stack:
|
|
||||||
framework: Next.js 14 with App Router or Vite + React 18
|
|
||||||
styling: Tailwind CSS with shadcn/ui or CSS Modules
|
|
||||||
state_management: React Query for server state, Zustand for client state
|
|
||||||
testing: Vitest + React Testing Library + Playwright
|
|
||||||
|
|
@ -1,288 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: fullstack-greenfield
|
|
||||||
name: Full-Stack JavaScript - Greenfield Project
|
|
||||||
description: Complete workflow for building a new full-stack JavaScript/TypeScript application from concept to deployment. Guides teams through requirements gathering, architecture design, technology selection, and story-driven development.
|
|
||||||
type: greenfield
|
|
||||||
project_types:
|
|
||||||
- web-application
|
|
||||||
- saas-platform
|
|
||||||
- api-service
|
|
||||||
- mobile-backend
|
|
||||||
- enterprise-app
|
|
||||||
- startup-mvp
|
|
||||||
|
|
||||||
full_sequence:
|
|
||||||
- agent: analyst
|
|
||||||
creates: requirements-analysis.md
|
|
||||||
optional_steps:
|
|
||||||
- stakeholder_interviews
|
|
||||||
- competitive_analysis
|
|
||||||
- user_research
|
|
||||||
notes: "Gather and document all project requirements, business goals, and user needs. SAVE OUTPUT: Copy to docs/requirements/ folder."
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: technology-stack-decision.md
|
|
||||||
requires: requirements-analysis.md
|
|
||||||
context_budget: 2000-3000 tokens
|
|
||||||
loads_if_needed:
|
|
||||||
- technology-stack-guide.md
|
|
||||||
WHEN: ALWAYS (making stack decisions)
|
|
||||||
WHY: Need framework comparisons, decision criteria, and stack recommendations
|
|
||||||
TOKENS: ~1500
|
|
||||||
NOTE: This is the core decision guide for greenfield projects
|
|
||||||
- deployment-strategies.md
|
|
||||||
WHEN: Requirements specify hosting/deployment needs OR choosing deployment approach
|
|
||||||
WHY: Need hosting platform comparison and deployment pattern guidance
|
|
||||||
TOKENS: ~500
|
|
||||||
SKIP_IF: Deployment decision deferred to later phase
|
|
||||||
- security-guidelines.md
|
|
||||||
WHEN: Requirements involve authentication, user data, PII, payments, or compliance
|
|
||||||
WHY: Need security architecture patterns for sensitive data handling
|
|
||||||
TOKENS: ~1000
|
|
||||||
SKIP_IF: No sensitive data or auth requirements
|
|
||||||
- architecture-patterns.md
|
|
||||||
WHEN: Complex requirements suggesting microservices, event-driven, or non-standard patterns
|
|
||||||
WHY: Need pattern comparison for architectural style selection
|
|
||||||
TOKENS: ~1200
|
|
||||||
SKIP_IF: Standard monolith or JAMstack pattern sufficient
|
|
||||||
optional_steps:
|
|
||||||
- technology_research
|
|
||||||
- scalability_analysis
|
|
||||||
- cost_estimation
|
|
||||||
notes: |
|
|
||||||
Select appropriate technology stack based on requirements. Choose frontend framework, backend framework, database, hosting, and tools.
|
|
||||||
DEFAULT LOAD: requirements-analysis.md + core-principles.md (~800 tokens)
|
|
||||||
REQUIRED LOAD: technology-stack-guide.md (core decision guide)
|
|
||||||
JIT LOAD: deployment-strategies.md, security-guidelines.md, architecture-patterns.md based on requirements
|
|
||||||
SAVE OUTPUT: Copy to docs/architecture/ folder.
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
action: create_checkpoint
|
|
||||||
uses: create-checkpoint-summary task
|
|
||||||
creates: stack-selection-checkpoint.md
|
|
||||||
requires: technology-stack-decision.md
|
|
||||||
notes: "Compact stack selection into checkpoint: chosen technologies, key rationale, and constraints. Max 100 lines. SAVE to docs/checkpoints/"
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: system-architecture.md
|
|
||||||
requires:
|
|
||||||
- requirements-analysis.md
|
|
||||||
- stack-selection-checkpoint.md
|
|
||||||
context_budget: 1500-2500 tokens
|
|
||||||
loads_if_needed:
|
|
||||||
- architecture-patterns.md
|
|
||||||
WHEN: Designing specific architecture pattern (microservices, event-driven, CQRS, etc.)
|
|
||||||
WHY: Need detailed pattern guidance for chosen architectural style
|
|
||||||
TOKENS: ~1200
|
|
||||||
SKIP_IF: Simple monolith or standard JAMstack - use role knowledge
|
|
||||||
- security-guidelines.md
|
|
||||||
WHEN: Designing auth system, RBAC, or security-critical features
|
|
||||||
WHY: Need security architecture patterns and best practices
|
|
||||||
TOKENS: ~1000
|
|
||||||
SKIP_IF: No auth or minimal security requirements (defer to implementation)
|
|
||||||
- database-design-patterns.md
|
|
||||||
WHEN: Complex data model with many relationships, or choosing SQL vs NoSQL
|
|
||||||
WHY: Need schema design patterns and database selection criteria
|
|
||||||
TOKENS: ~800
|
|
||||||
SKIP_IF: Simple CRUD schema - use role knowledge
|
|
||||||
- api-implementation-patterns.md
|
|
||||||
WHEN: Defining API contracts and need specific implementation guidance
|
|
||||||
WHY: Need API design patterns for REST/GraphQL/tRPC
|
|
||||||
TOKENS: ~300-500 per section
|
|
||||||
SKIP_IF: API design delegated to api-developer agent
|
|
||||||
optional_steps:
|
|
||||||
- architecture_patterns_review
|
|
||||||
- security_architecture
|
|
||||||
- performance_planning
|
|
||||||
notes: |
|
|
||||||
Design complete system architecture including frontend, backend, database schema, API contracts, and deployment strategy.
|
|
||||||
DEFAULT LOAD: stack-selection-checkpoint.md + requirements (~1000 tokens)
|
|
||||||
JIT LOAD: Pattern/security/database guides only when designing those specific aspects
|
|
||||||
TARGET: Keep under 2500 tokens by loading sections, not full files
|
|
||||||
SAVE OUTPUT: Copy to docs/architecture/ folder.
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
validates: architecture_completeness
|
|
||||||
requires: system-architecture.md
|
|
||||||
uses: architecture-review-checklist
|
|
||||||
notes: Validate architecture document for completeness, feasibility, and alignment with requirements. May require updates.
|
|
||||||
|
|
||||||
- agent: various
|
|
||||||
updates: architecture_documents
|
|
||||||
condition: validation_issues_found
|
|
||||||
notes: If validation finds issues, return to js-solution-architect to fix and re-export updated documents.
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
action: create_checkpoint
|
|
||||||
uses: create-checkpoint-summary task
|
|
||||||
creates: architecture-complete-checkpoint.md
|
|
||||||
requires: system-architecture.md
|
|
||||||
condition: architecture_validated
|
|
||||||
notes: "Compact architecture phase into checkpoint: key architectural decisions, selected patterns, critical constraints, and setup requirements. Archive detailed analysis. Max 100 lines. SAVE to docs/checkpoints/"
|
|
||||||
|
|
||||||
project_setup_guidance:
|
|
||||||
action: initialize_project_structure
|
|
||||||
requires: architecture-complete-checkpoint.md
|
|
||||||
notes: "Set up project following checkpoint summary and architecture document. Initialize monorepo (if needed), configure TypeScript, set up frontend (Next.js/Vite), backend (Express/Fastify/NestJS), and database (Prisma). Configure linting, formatting, and testing."
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: move_to_story_development
|
|
||||||
notes: Architecture phase complete with compact checkpoint. Developers reference architecture-complete-checkpoint.md for context-efficient story development.
|
|
||||||
|
|
||||||
mvp_sequence:
|
|
||||||
- step: assess_mvp_scope
|
|
||||||
action: identify_core_features
|
|
||||||
notes: Define minimal feature set for MVP. Focus on core value proposition and essential functionality.
|
|
||||||
|
|
||||||
- agent: analyst
|
|
||||||
creates: mvp-requirements.md
|
|
||||||
optional_steps:
|
|
||||||
- feature_prioritization
|
|
||||||
- timeline_planning
|
|
||||||
notes: "Document MVP scope with prioritized features. SAVE OUTPUT: Copy to docs/ folder."
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: mvp-architecture.md
|
|
||||||
uses: create-doc mvp-architecture OR jump to stories
|
|
||||||
requires: mvp-requirements.md
|
|
||||||
notes: Create streamlined architecture focused on MVP features. Can skip detailed architecture for very simple MVPs and jump directly to stories.
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
action: create_checkpoint
|
|
||||||
uses: create-checkpoint-summary task
|
|
||||||
creates: mvp-checkpoint.md
|
|
||||||
requires: mvp-architecture.md
|
|
||||||
notes: "Compact MVP planning into checkpoint: core feature scope, minimal tech stack, and rapid implementation approach. Max 50 lines for lean MVP context. SAVE to docs/checkpoints/"
|
|
||||||
|
|
||||||
mvp_workflow_end:
|
|
||||||
action: rapid_implementation
|
|
||||||
notes: MVP scope defined with compact checkpoint. Developers reference mvp-checkpoint.md for lean, context-efficient rapid implementation.
|
|
||||||
|
|
||||||
flow_diagram: |
|
|
||||||
```mermaid
|
|
||||||
graph TD
|
|
||||||
A[Start: New Full-Stack Project] --> B{Project Scope?}
|
|
||||||
B -->|Full Production App| C[analyst: requirements-analysis.md]
|
|
||||||
B -->|MVP/Rapid Prototype| D[analyst: mvp-requirements.md]
|
|
||||||
|
|
||||||
C --> E[js-solution-architect: technology-stack-decision.md]
|
|
||||||
E --> F[js-solution-architect: system-architecture.md]
|
|
||||||
F --> G[js-solution-architect: validate architecture]
|
|
||||||
G --> H{Validation issues?}
|
|
||||||
H -->|Yes| I[Return to architect for fixes]
|
|
||||||
H -->|No| J[Initialize project structure]
|
|
||||||
I --> G
|
|
||||||
J --> K[Move to Story Development]
|
|
||||||
|
|
||||||
D --> L[js-solution-architect: mvp-architecture.md]
|
|
||||||
L --> M[Move to Rapid Implementation]
|
|
||||||
|
|
||||||
C -.-> C1[Optional: stakeholder interviews]
|
|
||||||
C -.-> C2[Optional: competitive analysis]
|
|
||||||
E -.-> E1[Optional: technology research]
|
|
||||||
F -.-> F1[Optional: security architecture]
|
|
||||||
D -.-> D1[Optional: feature prioritization]
|
|
||||||
|
|
||||||
style K fill:#90EE90
|
|
||||||
style M fill:#90EE90
|
|
||||||
style C fill:#FFE4B5
|
|
||||||
style E fill:#FFE4B5
|
|
||||||
style F fill:#FFE4B5
|
|
||||||
style D fill:#FFB6C1
|
|
||||||
style L fill:#FFB6C1
|
|
||||||
```
|
|
||||||
|
|
||||||
decision_guidance:
|
|
||||||
use_full_sequence_when:
|
|
||||||
- Building production applications or SaaS platforms
|
|
||||||
- Multiple team members or contractors
|
|
||||||
- Complex requirements with multiple integrations
|
|
||||||
- Long-term development timeline (3+ months)
|
|
||||||
- Enterprise or business-critical applications
|
|
||||||
- Need comprehensive documentation for team coordination
|
|
||||||
- Regulatory compliance requirements
|
|
||||||
- Scalability is critical from day one
|
|
||||||
|
|
||||||
use_mvp_sequence_when:
|
|
||||||
- Startup MVP or proof-of-concept
|
|
||||||
- Solo developer or very small team (2-3 people)
|
|
||||||
- Simple CRUD applications
|
|
||||||
- Quick validation of product ideas
|
|
||||||
- Limited budget or tight timeline
|
|
||||||
- Learning projects or portfolio pieces
|
|
||||||
- Internal tools with simple requirements
|
|
||||||
|
|
||||||
handoff_prompts:
|
|
||||||
analyst_to_architect: Requirements analysis complete. Save as docs/requirements/requirements-analysis.md, then create technology stack decision document.
|
|
||||||
stack_to_architecture: Technology stack selected. Save as docs/architecture/technology-stack-decision.md, then create comprehensive system architecture.
|
|
||||||
architecture_review: Architecture complete. Save as docs/architecture/system-architecture.md. Please validate using architecture-review-checklist.
|
|
||||||
validation_issues: Architecture validation found issues with [specific areas]. Please return to js-solution-architect to address and re-save.
|
|
||||||
full_complete: All architecture artifacts validated and saved. Initialize project structure per architecture document and move to story development.
|
|
||||||
mvp_to_architecture: MVP requirements defined. Save as docs/mvp-requirements.md, then create MVP architecture or jump to implementation stories.
|
|
||||||
mvp_complete: MVP scope defined. Initialize lean project structure and begin rapid feature implementation.
|
|
||||||
|
|
||||||
story_development_guidance:
|
|
||||||
epic_breakdown:
|
|
||||||
- Frontend Core - React/Next.js setup, routing, base components, state management
|
|
||||||
- Backend Core - API setup, database schema, authentication, core endpoints
|
|
||||||
- User Authentication - Login, registration, password reset, session management
|
|
||||||
- Core Features - Main application features from requirements
|
|
||||||
- Integration Layer - External APIs, third-party services, webhooks
|
|
||||||
- UI/UX Polish - Responsive design, loading states, error handling, animations
|
|
||||||
- Testing - Unit tests, integration tests, E2E tests
|
|
||||||
- DevOps - CI/CD pipeline, deployment, monitoring, logging
|
|
||||||
|
|
||||||
story_creation_process:
|
|
||||||
- Use Scrum Master to create detailed implementation stories
|
|
||||||
- Each story references specific architecture sections
|
|
||||||
- Include technical specs (TypeScript interfaces, API contracts)
|
|
||||||
- Specify frontend AND backend changes for full-stack features
|
|
||||||
- Apply story-dod-checklist for quality validation
|
|
||||||
- Ensure stories are immediately actionable by developers
|
|
||||||
|
|
||||||
development_best_practices:
|
|
||||||
technical_standards:
|
|
||||||
- TypeScript strict mode for all code
|
|
||||||
- Component-based architecture
|
|
||||||
- RESTful or GraphQL API design
|
|
||||||
- Comprehensive error handling
|
|
||||||
- Input validation on frontend and backend
|
|
||||||
- Authentication and authorization on all protected routes
|
|
||||||
|
|
||||||
testing_strategy:
|
|
||||||
- Unit tests for business logic (80%+ coverage)
|
|
||||||
- Integration tests for API endpoints
|
|
||||||
- E2E tests for critical user flows
|
|
||||||
- Component tests for React components
|
|
||||||
|
|
||||||
performance_targets:
|
|
||||||
- Lighthouse score > 90 for frontend
|
|
||||||
- API response time < 200ms (p95)
|
|
||||||
- Time to Interactive < 3 seconds
|
|
||||||
- Bundle size optimization
|
|
||||||
|
|
||||||
security_requirements:
|
|
||||||
- OWASP Top 10 mitigations
|
|
||||||
- Input sanitization and validation
|
|
||||||
- Secure authentication (JWT, OAuth)
|
|
||||||
- HTTPS only in production
|
|
||||||
- Secrets management (environment variables, vaults)
|
|
||||||
- Rate limiting on API endpoints
|
|
||||||
|
|
||||||
success_criteria:
|
|
||||||
architecture_phase_complete:
|
|
||||||
- All architecture documents created and validated
|
|
||||||
- Technology stack selected and justified
|
|
||||||
- Database schema designed
|
|
||||||
- API contracts defined
|
|
||||||
- Security and performance requirements established
|
|
||||||
- Deployment strategy planned
|
|
||||||
|
|
||||||
implementation_readiness:
|
|
||||||
- Development environment configured
|
|
||||||
- Code repository initialized
|
|
||||||
- CI/CD pipeline skeleton in place
|
|
||||||
- Team has access to all tools and services
|
|
||||||
- First sprint of stories ready
|
|
||||||
- Definition of Done established
|
|
||||||
|
|
@ -0,0 +1,214 @@
|
||||||
|
# Greenfield Project Workflow
|
||||||
|
workflow:
|
||||||
|
id: greenfield-project
|
||||||
|
name: Start New JavaScript/TypeScript Project
|
||||||
|
description: From zero to deployed application with core features
|
||||||
|
duration: 5-7 days (MVP) | 2-4 weeks (Production)
|
||||||
|
token_budget: 12000 (MVP) | 20000 (Production)
|
||||||
|
|
||||||
|
# PHASE 1: Requirements & Planning (Day 1 Morning)
|
||||||
|
requirements:
|
||||||
|
agent: analyst
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1000
|
||||||
|
inputs:
|
||||||
|
- Business goals
|
||||||
|
- Target users
|
||||||
|
- Core problem
|
||||||
|
outputs:
|
||||||
|
- requirements.md
|
||||||
|
- user-stories.md
|
||||||
|
- success-metrics.md
|
||||||
|
checklist:
|
||||||
|
- [ ] Define 5-10 core features
|
||||||
|
- [ ] Prioritize features (MVP vs Future)
|
||||||
|
- [ ] Set success criteria
|
||||||
|
- [ ] Define constraints (budget, timeline)
|
||||||
|
|
||||||
|
# PHASE 2: Architecture & Tech Stack (Day 1 Afternoon)
|
||||||
|
architecture:
|
||||||
|
agent: js-solution-architect
|
||||||
|
duration: 4 hours
|
||||||
|
tokens: 3000
|
||||||
|
load:
|
||||||
|
- technology-stack-guide.md # Only guide needed
|
||||||
|
decisions:
|
||||||
|
frontend:
|
||||||
|
default: Next.js 14 # Full-stack, fast, production-ready
|
||||||
|
alternatives:
|
||||||
|
- Vite + React # If pure SPA needed
|
||||||
|
- Remix # If heavy server-side needed
|
||||||
|
backend:
|
||||||
|
default: Next.js API Routes # Simpler for most cases
|
||||||
|
alternatives:
|
||||||
|
- Express/Fastify # If separate backend needed
|
||||||
|
- NestJS # If enterprise patterns needed
|
||||||
|
database:
|
||||||
|
default: PostgreSQL + Prisma # Best for relational data
|
||||||
|
alternatives:
|
||||||
|
- Supabase # If need auth + realtime
|
||||||
|
- MongoDB # If document-based data
|
||||||
|
deployment:
|
||||||
|
default: Vercel # Zero-config for Next.js
|
||||||
|
alternatives:
|
||||||
|
- Railway/Fly.io # If need more control
|
||||||
|
- AWS # If enterprise requirements
|
||||||
|
outputs:
|
||||||
|
- architecture.md
|
||||||
|
- tech-stack.md
|
||||||
|
- database-schema.sql
|
||||||
|
- api-specification.yaml
|
||||||
|
checkpoint:
|
||||||
|
name: architecture-checkpoint.md
|
||||||
|
max_tokens: 500
|
||||||
|
includes:
|
||||||
|
- Tech stack choices
|
||||||
|
- Architecture diagram
|
||||||
|
- Key constraints
|
||||||
|
|
||||||
|
# PHASE 3: Project Setup (Day 2 Morning)
|
||||||
|
setup:
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1500
|
||||||
|
parallel_execution:
|
||||||
|
track_1:
|
||||||
|
agent: node-backend-developer
|
||||||
|
tasks:
|
||||||
|
- Initialize Node.js project
|
||||||
|
- Setup TypeScript
|
||||||
|
- Configure database
|
||||||
|
- Create API structure
|
||||||
|
- Setup auth middleware
|
||||||
|
track_2:
|
||||||
|
agent: react-developer
|
||||||
|
tasks:
|
||||||
|
- Initialize Next.js/React
|
||||||
|
- Setup TypeScript
|
||||||
|
- Configure Tailwind CSS
|
||||||
|
- Create layout components
|
||||||
|
- Setup routing
|
||||||
|
track_3:
|
||||||
|
agent: devops
|
||||||
|
tasks:
|
||||||
|
- Initialize Git repository
|
||||||
|
- Setup GitHub Actions CI/CD
|
||||||
|
- Configure environment variables
|
||||||
|
- Create Docker setup (if needed)
|
||||||
|
outputs:
|
||||||
|
- Working project skeleton
|
||||||
|
- README.md
|
||||||
|
- Development environment
|
||||||
|
|
||||||
|
# PHASE 4: Core Features (Days 2-5)
|
||||||
|
core_features:
|
||||||
|
duration: 3-5 days
|
||||||
|
tokens: 5000-10000
|
||||||
|
|
||||||
|
mvp_features:
|
||||||
|
priority_1_auth: # Day 2 Afternoon
|
||||||
|
- User registration
|
||||||
|
- User login
|
||||||
|
- Password reset
|
||||||
|
- Session management
|
||||||
|
|
||||||
|
priority_2_core: # Days 3-4
|
||||||
|
- Primary business feature
|
||||||
|
- CRUD operations
|
||||||
|
- Basic admin panel
|
||||||
|
|
||||||
|
priority_3_polish: # Day 5
|
||||||
|
- Error handling
|
||||||
|
- Loading states
|
||||||
|
- Basic responsiveness
|
||||||
|
|
||||||
|
production_features: # Additional 1-2 weeks
|
||||||
|
- All MVP features +
|
||||||
|
- Payment integration
|
||||||
|
- Email notifications
|
||||||
|
- Advanced admin features
|
||||||
|
- Analytics integration
|
||||||
|
- Performance optimization
|
||||||
|
- Comprehensive testing
|
||||||
|
|
||||||
|
parallel_development:
|
||||||
|
- Frontend components
|
||||||
|
- Backend APIs
|
||||||
|
- Database migrations
|
||||||
|
- Unit tests
|
||||||
|
|
||||||
|
checkpoints:
|
||||||
|
frequency: Every 2 days
|
||||||
|
max_tokens: 500 each
|
||||||
|
|
||||||
|
# PHASE 5: Deployment (Day 5 Afternoon)
|
||||||
|
deployment:
|
||||||
|
agent: devops or senior-developer
|
||||||
|
duration: 2-4 hours
|
||||||
|
tokens: 1000
|
||||||
|
tasks:
|
||||||
|
production_setup:
|
||||||
|
- Configure production environment
|
||||||
|
- Setup domain and SSL
|
||||||
|
- Configure environment variables
|
||||||
|
- Setup monitoring (Sentry/LogRocket)
|
||||||
|
deployment:
|
||||||
|
- Deploy database migrations
|
||||||
|
- Deploy application
|
||||||
|
- Run smoke tests
|
||||||
|
- Verify production
|
||||||
|
outputs:
|
||||||
|
- Live application URL
|
||||||
|
- Deployment documentation
|
||||||
|
- Monitoring dashboard
|
||||||
|
|
||||||
|
# Success Criteria
|
||||||
|
success_metrics:
|
||||||
|
mvp:
|
||||||
|
- Core features working
|
||||||
|
- Deployed to production
|
||||||
|
- Basic documentation
|
||||||
|
- < 1 week delivery
|
||||||
|
production:
|
||||||
|
- All planned features complete
|
||||||
|
- Test coverage > 70%
|
||||||
|
- Performance targets met
|
||||||
|
- Full documentation
|
||||||
|
|
||||||
|
# Common Patterns & Decisions
|
||||||
|
patterns:
|
||||||
|
authentication:
|
||||||
|
recommended: NextAuth.js or Supabase Auth
|
||||||
|
custom_jwt: Only if specific requirements
|
||||||
|
|
||||||
|
state_management:
|
||||||
|
client: Zustand for simple, Redux Toolkit for complex
|
||||||
|
server: React Query/TanStack Query
|
||||||
|
|
||||||
|
styling:
|
||||||
|
recommended: Tailwind CSS
|
||||||
|
alternatives: CSS Modules, Styled Components
|
||||||
|
|
||||||
|
testing:
|
||||||
|
unit: Vitest
|
||||||
|
integration: Testing Library
|
||||||
|
e2e: Playwright
|
||||||
|
|
||||||
|
# Deliverables Checklist
|
||||||
|
deliverables:
|
||||||
|
code:
|
||||||
|
- [ ] Source code in Git
|
||||||
|
- [ ] TypeScript throughout
|
||||||
|
- [ ] Tests for critical paths
|
||||||
|
- [ ] Error handling
|
||||||
|
|
||||||
|
documentation:
|
||||||
|
- [ ] README with setup instructions
|
||||||
|
- [ ] API documentation
|
||||||
|
- [ ] Deployment guide
|
||||||
|
- [ ] Environment variables guide
|
||||||
|
|
||||||
|
deployment:
|
||||||
|
- [ ] Production URL
|
||||||
|
- [ ] CI/CD pipeline
|
||||||
|
- [ ] Monitoring setup
|
||||||
|
- [ ] Backup strategy
|
||||||
|
|
@ -0,0 +1,429 @@
|
||||||
|
# Maintenance Workflow
|
||||||
|
workflow:
|
||||||
|
id: maintenance
|
||||||
|
name: Bug Fixes, Updates, and Improvements
|
||||||
|
description: Quick turnaround for maintenance tasks
|
||||||
|
duration: 2 hours - 3 days
|
||||||
|
token_budget: 1000-4000
|
||||||
|
|
||||||
|
# TRIAGE (30 minutes)
|
||||||
|
triage:
|
||||||
|
agent: appropriate-developer or lead
|
||||||
|
duration: 30 minutes
|
||||||
|
tokens: 300
|
||||||
|
|
||||||
|
categorize:
|
||||||
|
bug_fix:
|
||||||
|
priority: By impact and users affected
|
||||||
|
sla:
|
||||||
|
critical: 2-4 hours
|
||||||
|
high: 4-8 hours
|
||||||
|
medium: 1-2 days
|
||||||
|
low: 1 week
|
||||||
|
|
||||||
|
dependency_update:
|
||||||
|
priority: By security and compatibility
|
||||||
|
types:
|
||||||
|
security: Immediate
|
||||||
|
major: Plan carefully
|
||||||
|
minor: Low risk
|
||||||
|
patch: Safe to update
|
||||||
|
|
||||||
|
performance_issue:
|
||||||
|
priority: By user impact
|
||||||
|
approach:
|
||||||
|
- Profile first
|
||||||
|
- Fix bottleneck
|
||||||
|
- Measure improvement
|
||||||
|
|
||||||
|
refactoring:
|
||||||
|
priority: By technical debt impact
|
||||||
|
rules:
|
||||||
|
- Don't rewrite
|
||||||
|
- Incremental changes
|
||||||
|
- Maintain functionality
|
||||||
|
|
||||||
|
outputs:
|
||||||
|
- issue-assessment.md
|
||||||
|
- priority-label
|
||||||
|
- assigned-developer
|
||||||
|
|
||||||
|
# BUG FIX WORKFLOW
|
||||||
|
bug_fix:
|
||||||
|
duration: 2-8 hours
|
||||||
|
tokens: 1500
|
||||||
|
|
||||||
|
# Step 1: Reproduce (30 min - 2 hours)
|
||||||
|
reproduce:
|
||||||
|
agent: assigned-developer
|
||||||
|
tasks:
|
||||||
|
- Get reproduction steps
|
||||||
|
- Reproduce locally
|
||||||
|
- Identify affected versions
|
||||||
|
- Check error logs
|
||||||
|
outputs:
|
||||||
|
- Confirmed reproduction
|
||||||
|
- Environment details
|
||||||
|
|
||||||
|
# Step 2: Root Cause Analysis (30 min - 2 hours)
|
||||||
|
analyze:
|
||||||
|
tasks:
|
||||||
|
- Debug the issue
|
||||||
|
- Identify root cause
|
||||||
|
- Assess fix complexity
|
||||||
|
- Check for related bugs
|
||||||
|
outputs:
|
||||||
|
- Root cause identified
|
||||||
|
- Fix approach defined
|
||||||
|
|
||||||
|
# Step 3: Fix Implementation (1-4 hours)
|
||||||
|
fix:
|
||||||
|
tasks:
|
||||||
|
- Implement fix
|
||||||
|
- Add regression test
|
||||||
|
- Update error handling
|
||||||
|
- Verify fix works
|
||||||
|
outputs:
|
||||||
|
- Fixed code
|
||||||
|
- Regression test
|
||||||
|
- Verification proof
|
||||||
|
|
||||||
|
# Step 4: Deploy (30 min - 1 hour)
|
||||||
|
deploy:
|
||||||
|
tasks:
|
||||||
|
- Code review (expedited if critical)
|
||||||
|
- Deploy to staging
|
||||||
|
- Verify fix
|
||||||
|
- Deploy to production
|
||||||
|
- Monitor for issues
|
||||||
|
outputs:
|
||||||
|
- Fix deployed
|
||||||
|
- Monitoring active
|
||||||
|
|
||||||
|
checklist:
|
||||||
|
- [ ] Bug reproduced
|
||||||
|
- [ ] Root cause found
|
||||||
|
- [ ] Fix implemented
|
||||||
|
- [ ] Test added
|
||||||
|
- [ ] Verified working
|
||||||
|
- [ ] Code reviewed
|
||||||
|
- [ ] Deployed to production
|
||||||
|
- [ ] Users notified (if needed)
|
||||||
|
|
||||||
|
# DEPENDENCY UPDATE WORKFLOW
|
||||||
|
dependency_update:
|
||||||
|
duration: 1-4 hours
|
||||||
|
tokens: 1000
|
||||||
|
|
||||||
|
# Step 1: Audit (15-30 min)
|
||||||
|
audit:
|
||||||
|
commands:
|
||||||
|
- npm audit
|
||||||
|
- npm outdated
|
||||||
|
- Check breaking changes
|
||||||
|
outputs:
|
||||||
|
- Vulnerability report
|
||||||
|
- Update candidates
|
||||||
|
|
||||||
|
# Step 2: Update Strategy (15-30 min)
|
||||||
|
strategy:
|
||||||
|
safe_updates:
|
||||||
|
- Patch versions (1.2.3 -> 1.2.4)
|
||||||
|
- Security fixes
|
||||||
|
- No breaking changes
|
||||||
|
careful_updates:
|
||||||
|
- Minor versions (1.2.0 -> 1.3.0)
|
||||||
|
- Check changelog
|
||||||
|
- Test thoroughly
|
||||||
|
major_updates:
|
||||||
|
- Major versions (1.x -> 2.x)
|
||||||
|
- Read migration guide
|
||||||
|
- Plan separate PR
|
||||||
|
|
||||||
|
# Step 3: Update & Test (1-2 hours)
|
||||||
|
update:
|
||||||
|
tasks:
|
||||||
|
- Update dependencies
|
||||||
|
- Fix breaking changes
|
||||||
|
- Run all tests
|
||||||
|
- Check build
|
||||||
|
- Test locally
|
||||||
|
outputs:
|
||||||
|
- Updated package.json
|
||||||
|
- All tests passing
|
||||||
|
|
||||||
|
# Step 4: Deploy (30 min)
|
||||||
|
deploy:
|
||||||
|
tasks:
|
||||||
|
- Code review
|
||||||
|
- Deploy to staging
|
||||||
|
- Smoke test
|
||||||
|
- Deploy to production
|
||||||
|
- Monitor logs
|
||||||
|
|
||||||
|
checklist:
|
||||||
|
- [ ] Dependencies audited
|
||||||
|
- [ ] Breaking changes reviewed
|
||||||
|
- [ ] Updates applied
|
||||||
|
- [ ] Tests passing
|
||||||
|
- [ ] Build successful
|
||||||
|
- [ ] Deployed safely
|
||||||
|
|
||||||
|
# PERFORMANCE OPTIMIZATION WORKFLOW
|
||||||
|
performance:
|
||||||
|
duration: 1-3 days
|
||||||
|
tokens: 3000
|
||||||
|
|
||||||
|
# Step 1: Profile & Measure (2-4 hours)
|
||||||
|
profile:
|
||||||
|
agent: performance-expert or senior-dev
|
||||||
|
tools:
|
||||||
|
frontend:
|
||||||
|
- Chrome DevTools
|
||||||
|
- Lighthouse
|
||||||
|
- Web Vitals
|
||||||
|
- Bundle analyzer
|
||||||
|
backend:
|
||||||
|
- APM tools (New Relic, DataDog)
|
||||||
|
- Database query analysis
|
||||||
|
- CPU/Memory profiling
|
||||||
|
- Network analysis
|
||||||
|
outputs:
|
||||||
|
- Performance baseline
|
||||||
|
- Bottleneck identification
|
||||||
|
- Improvement opportunities
|
||||||
|
|
||||||
|
# Step 2: Optimize (1-2 days)
|
||||||
|
optimize:
|
||||||
|
common_fixes:
|
||||||
|
frontend:
|
||||||
|
- Code splitting
|
||||||
|
- Image optimization
|
||||||
|
- Remove unused code
|
||||||
|
- Lazy loading
|
||||||
|
- Memoization
|
||||||
|
backend:
|
||||||
|
- Database indexing
|
||||||
|
- Query optimization
|
||||||
|
- Caching (Redis)
|
||||||
|
- Connection pooling
|
||||||
|
- Background jobs
|
||||||
|
both:
|
||||||
|
- API response size
|
||||||
|
- Reduce requests
|
||||||
|
- CDN usage
|
||||||
|
- Compression
|
||||||
|
|
||||||
|
tasks:
|
||||||
|
- Implement optimizations
|
||||||
|
- Measure improvements
|
||||||
|
- A/B test if possible
|
||||||
|
- Document changes
|
||||||
|
|
||||||
|
# Step 3: Validate (2-4 hours)
|
||||||
|
validate:
|
||||||
|
metrics:
|
||||||
|
- Page load time
|
||||||
|
- Time to Interactive
|
||||||
|
- API response time
|
||||||
|
- Database query time
|
||||||
|
- Bundle size
|
||||||
|
targets:
|
||||||
|
- 30%+ improvement minimum
|
||||||
|
- Meet performance budget
|
||||||
|
- No regressions
|
||||||
|
outputs:
|
||||||
|
- Performance report
|
||||||
|
- Before/after metrics
|
||||||
|
|
||||||
|
checklist:
|
||||||
|
- [ ] Baseline measured
|
||||||
|
- [ ] Bottlenecks identified
|
||||||
|
- [ ] Optimizations implemented
|
||||||
|
- [ ] Improvements measured
|
||||||
|
- [ ] No regressions
|
||||||
|
- [ ] Deployed to production
|
||||||
|
|
||||||
|
# REFACTORING WORKFLOW
|
||||||
|
refactoring:
|
||||||
|
duration: 1-5 days
|
||||||
|
tokens: 4000
|
||||||
|
|
||||||
|
# Step 1: Plan (2-4 hours)
|
||||||
|
planning:
|
||||||
|
identify:
|
||||||
|
- Code smells
|
||||||
|
- Technical debt
|
||||||
|
- Duplication
|
||||||
|
- Complexity
|
||||||
|
prioritize:
|
||||||
|
- High-traffic code first
|
||||||
|
- Business-critical paths
|
||||||
|
- Frequently changed code
|
||||||
|
scope:
|
||||||
|
- One module at a time
|
||||||
|
- Incremental changes
|
||||||
|
- Maintain tests
|
||||||
|
|
||||||
|
# Step 2: Refactor (1-4 days)
|
||||||
|
refactor:
|
||||||
|
principles:
|
||||||
|
- Keep tests green
|
||||||
|
- Small commits
|
||||||
|
- No behavior changes
|
||||||
|
- Incremental improvements
|
||||||
|
patterns:
|
||||||
|
- Extract methods/components
|
||||||
|
- Remove duplication
|
||||||
|
- Simplify logic
|
||||||
|
- Improve naming
|
||||||
|
- Add types
|
||||||
|
outputs:
|
||||||
|
- Cleaner code
|
||||||
|
- Better structure
|
||||||
|
- Same functionality
|
||||||
|
|
||||||
|
# Step 3: Verify (2-4 hours)
|
||||||
|
verify:
|
||||||
|
checks:
|
||||||
|
- All tests pass
|
||||||
|
- No new bugs
|
||||||
|
- Performance same/better
|
||||||
|
- Code review approval
|
||||||
|
outputs:
|
||||||
|
- Verified refactoring
|
||||||
|
- Documentation updated
|
||||||
|
|
||||||
|
checklist:
|
||||||
|
- [ ] Refactoring plan created
|
||||||
|
- [ ] Code incrementally improved
|
||||||
|
- [ ] Tests still passing
|
||||||
|
- [ ] No functionality changes
|
||||||
|
- [ ] Code reviewed
|
||||||
|
- [ ] Deployed safely
|
||||||
|
|
||||||
|
# SECURITY PATCH WORKFLOW
|
||||||
|
security_patch:
|
||||||
|
duration: 2-8 hours
|
||||||
|
priority: URGENT
|
||||||
|
tokens: 2000
|
||||||
|
|
||||||
|
# Step 1: Assess (30 min)
|
||||||
|
assess:
|
||||||
|
severity:
|
||||||
|
critical: Exploit in the wild
|
||||||
|
high: Easy to exploit
|
||||||
|
medium: Requires conditions
|
||||||
|
low: Theoretical risk
|
||||||
|
impact:
|
||||||
|
- Data exposure risk
|
||||||
|
- System compromise risk
|
||||||
|
- User impact
|
||||||
|
outputs:
|
||||||
|
- Severity assessment
|
||||||
|
- Patch urgency
|
||||||
|
|
||||||
|
# Step 2: Patch (1-4 hours)
|
||||||
|
patch:
|
||||||
|
immediate_actions:
|
||||||
|
- Apply security update
|
||||||
|
- Test critical paths
|
||||||
|
- Deploy to production ASAP
|
||||||
|
follow_up:
|
||||||
|
- Comprehensive testing
|
||||||
|
- Security scan
|
||||||
|
- Audit related code
|
||||||
|
|
||||||
|
# Step 3: Communicate (30 min)
|
||||||
|
communicate:
|
||||||
|
notify:
|
||||||
|
- Security team
|
||||||
|
- Engineering team
|
||||||
|
- Management (if severe)
|
||||||
|
- Users (if data exposure)
|
||||||
|
document:
|
||||||
|
- What was vulnerable
|
||||||
|
- How it was fixed
|
||||||
|
- Impact assessment
|
||||||
|
- Prevention measures
|
||||||
|
|
||||||
|
checklist:
|
||||||
|
- [ ] Vulnerability assessed
|
||||||
|
- [ ] Patch applied
|
||||||
|
- [ ] Testing completed
|
||||||
|
- [ ] Deployed to production
|
||||||
|
- [ ] Security scan clean
|
||||||
|
- [ ] Team notified
|
||||||
|
- [ ] Incident documented
|
||||||
|
|
||||||
|
# COMMON PATTERNS
|
||||||
|
patterns:
|
||||||
|
quick_fix:
|
||||||
|
when: Simple, low-risk change
|
||||||
|
process:
|
||||||
|
- Make fix
|
||||||
|
- Add test
|
||||||
|
- Deploy quickly
|
||||||
|
|
||||||
|
careful_fix:
|
||||||
|
when: Complex or high-risk
|
||||||
|
process:
|
||||||
|
- Thorough analysis
|
||||||
|
- Comprehensive testing
|
||||||
|
- Staged deployment
|
||||||
|
|
||||||
|
hotfix:
|
||||||
|
when: Production is broken
|
||||||
|
process:
|
||||||
|
- Fix on hotfix branch
|
||||||
|
- Minimal testing
|
||||||
|
- Deploy immediately
|
||||||
|
- Thorough testing later
|
||||||
|
|
||||||
|
# ESCALATION
|
||||||
|
escalation:
|
||||||
|
when_to_escalate:
|
||||||
|
- Can't reproduce bug
|
||||||
|
- Fix causes regressions
|
||||||
|
- Security vulnerability
|
||||||
|
- Breaking change needed
|
||||||
|
- Requires architecture change
|
||||||
|
|
||||||
|
escalation_path:
|
||||||
|
- Team lead
|
||||||
|
- Senior developer
|
||||||
|
- Architect
|
||||||
|
- CTO (critical security)
|
||||||
|
|
||||||
|
# SUCCESS METRICS
|
||||||
|
success:
|
||||||
|
bug_fix:
|
||||||
|
- Issue resolved
|
||||||
|
- No regression
|
||||||
|
- Test coverage added
|
||||||
|
- Users satisfied
|
||||||
|
|
||||||
|
update:
|
||||||
|
- Dependencies current
|
||||||
|
- No vulnerabilities
|
||||||
|
- All tests pass
|
||||||
|
- Production stable
|
||||||
|
|
||||||
|
performance:
|
||||||
|
- 30%+ improvement
|
||||||
|
- Targets met
|
||||||
|
- No degradation elsewhere
|
||||||
|
|
||||||
|
refactoring:
|
||||||
|
- Code cleaner
|
||||||
|
- Same functionality
|
||||||
|
- Team velocity maintained
|
||||||
|
|
||||||
|
# DELIVERABLES
|
||||||
|
deliverables:
|
||||||
|
- [ ] Issue resolved
|
||||||
|
- [ ] Tests added/passing
|
||||||
|
- [ ] Code reviewed
|
||||||
|
- [ ] Deployed to production
|
||||||
|
- [ ] Documented (if needed)
|
||||||
|
- [ ] Monitoring confirmed
|
||||||
|
|
@ -1,86 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: migration-to-typescript
|
|
||||||
name: JavaScript to TypeScript Migration
|
|
||||||
description: Systematic workflow for migrating existing JavaScript codebases to TypeScript. Incremental approach that maintains functionality while adding type safety.
|
|
||||||
type: migration
|
|
||||||
project_types:
|
|
||||||
- javascript-legacy
|
|
||||||
- codebase-modernization
|
|
||||||
- technical-debt
|
|
||||||
|
|
||||||
sequence:
|
|
||||||
- agent: typescript-expert
|
|
||||||
creates: migration-assessment.md
|
|
||||||
notes: "Assess codebase: size, complexity, test coverage, dependencies. Estimate effort and create migration phases. SAVE to docs/migration/"
|
|
||||||
|
|
||||||
- agent: typescript-expert
|
|
||||||
creates: migration-strategy.md
|
|
||||||
requires: migration-assessment.md
|
|
||||||
notes: "Define strategy: strict mode timeline, file conversion order, type definition approach, and team training plan. SAVE to docs/migration/"
|
|
||||||
|
|
||||||
- step: phase1_setup
|
|
||||||
action: configure_typescript
|
|
||||||
notes: Add TypeScript to project. Configure tsconfig.json with `allowJs: true, checkJs: false, strict: false`. Rename no files yet.
|
|
||||||
|
|
||||||
- step: phase2_type_definitions
|
|
||||||
action: add_type_files
|
|
||||||
notes: Create .d.ts files for core types and interfaces. Add @ts-check comments to critical files to catch obvious errors.
|
|
||||||
|
|
||||||
- agent: typescript-expert
|
|
||||||
creates: type-definitions-catalog.md
|
|
||||||
notes: Document all major types, interfaces, and where they're used. This guides developers during conversion.
|
|
||||||
|
|
||||||
- step: phase3_incremental_conversion
|
|
||||||
action: convert_files_incrementally
|
|
||||||
notes: |
|
|
||||||
Convert files in this order:
|
|
||||||
1. Utility functions (pure functions, no side effects)
|
|
||||||
2. Constants and configuration
|
|
||||||
3. Type definitions and interfaces
|
|
||||||
4. Data models and entities
|
|
||||||
5. API clients and services
|
|
||||||
6. React components (leaf components first)
|
|
||||||
7. Pages and routes
|
|
||||||
8. Main application files
|
|
||||||
|
|
||||||
- step: phase4_enable_strict_checking
|
|
||||||
action: gradual_strict_mode
|
|
||||||
notes: |
|
|
||||||
Gradually enable strict checks:
|
|
||||||
1. Enable noImplicitAny
|
|
||||||
2. Enable strictNullChecks
|
|
||||||
3. Enable strictFunctionTypes
|
|
||||||
4. Enable all strict flags
|
|
||||||
Fix errors in each phase before moving to next.
|
|
||||||
|
|
||||||
- agent: typescript-expert
|
|
||||||
validates: migration_completeness
|
|
||||||
notes: Verify all files converted, strict mode enabled, no ts-ignore except where documented, and tests passing.
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: migration_complete
|
|
||||||
notes: Full TypeScript migration complete. Update team documentation, remove migration tracking, and establish TypeScript as standard.
|
|
||||||
|
|
||||||
conversion_best_practices:
|
|
||||||
- Convert small batches (5-10 files at a time)
|
|
||||||
- Run tests after each batch
|
|
||||||
- Start with any instead of complex types (refine later)
|
|
||||||
- Use Type Assertions sparingly, document why needed
|
|
||||||
- Prefer interfaces over types for object shapes
|
|
||||||
- Create shared types in dedicated files
|
|
||||||
|
|
||||||
common_challenges:
|
|
||||||
third_party_types:
|
|
||||||
solution: Install @types packages or create custom declarations
|
|
||||||
implicit_any:
|
|
||||||
solution: Start with explicit any, refine incrementally
|
|
||||||
null_undefined_checks:
|
|
||||||
solution: Use optional chaining and nullish coalescing
|
|
||||||
this_binding:
|
|
||||||
solution: Use arrow functions or explicit this typing
|
|
||||||
|
|
||||||
timeline_estimates:
|
|
||||||
small_codebase: 2-4 weeks (< 10k lines)
|
|
||||||
medium_codebase: 1-3 months (10k-50k lines)
|
|
||||||
large_codebase: 3-6 months (> 50k lines)
|
|
||||||
|
|
@ -1,66 +0,0 @@
|
||||||
# <!-- Powered by BMAD™ Core -->
|
|
||||||
workflow:
|
|
||||||
id: mvp-rapid-prototype
|
|
||||||
name: MVP & Rapid Prototype Workflow
|
|
||||||
description: Fast-track workflow for building MVPs and prototypes. Focus on speed and core functionality over comprehensive documentation.
|
|
||||||
type: rapid-development
|
|
||||||
project_types:
|
|
||||||
- mvp
|
|
||||||
- proof-of-concept
|
|
||||||
- hackathon
|
|
||||||
- demo
|
|
||||||
- investor-pitch
|
|
||||||
|
|
||||||
sequence:
|
|
||||||
- agent: analyst
|
|
||||||
creates: mvp-brief.md
|
|
||||||
notes: "Quick brief: core problem, target users, essential features (3-5 max), and success criteria. Keep it to 1-2 pages. SAVE to docs/"
|
|
||||||
|
|
||||||
- agent: js-solution-architect
|
|
||||||
creates: tech-stack-choice.md
|
|
||||||
requires: mvp-brief.md
|
|
||||||
notes: "Choose fastest stack to implement. Recommend: Next.js + Prisma + PostgreSQL/Supabase OR T3 Stack. SAVE to docs/"
|
|
||||||
|
|
||||||
- agent: sm
|
|
||||||
creates: mvp-stories.md
|
|
||||||
requires:
|
|
||||||
- mvp-brief.md
|
|
||||||
- tech-stack-choice.md
|
|
||||||
notes: Create 5-10 high-priority stories covering core features only. Each story should be completable in < 1 day.
|
|
||||||
|
|
||||||
workflow_end:
|
|
||||||
action: rapid_implementation
|
|
||||||
notes: Begin implementation immediately. Deploy early and often. Use hosted services (Vercel, Supabase, Planetscale) to move fast.
|
|
||||||
|
|
||||||
time_boxing:
|
|
||||||
mvp_planning: 2-4 hours
|
|
||||||
core_implementation: 3-7 days
|
|
||||||
polish_and_demo: 1-2 days
|
|
||||||
total_timeline: 1-2 weeks maximum
|
|
||||||
|
|
||||||
shortcuts_for_speed:
|
|
||||||
- Use Next.js for full-stack (API routes + frontend)
|
|
||||||
- Use Supabase for database + auth
|
|
||||||
- Use shadcn/ui for ready-made components
|
|
||||||
- Use Vercel for zero-config deployment
|
|
||||||
- Skip comprehensive testing (manual testing only)
|
|
||||||
- Minimal documentation (README + inline comments)
|
|
||||||
- Use third-party services instead of building (Stripe, SendGrid, etc)
|
|
||||||
|
|
||||||
what_to_skip:
|
|
||||||
- Comprehensive testing suite
|
|
||||||
- Complex CI/CD pipelines
|
|
||||||
- Performance optimization
|
|
||||||
- Extensive error handling
|
|
||||||
- Multi-environment setup
|
|
||||||
- Detailed documentation
|
|
||||||
- Code reviews (if solo)
|
|
||||||
|
|
||||||
what_not_to_skip:
|
|
||||||
- TypeScript (saves time debugging)
|
|
||||||
- Basic authentication
|
|
||||||
- Input validation
|
|
||||||
- Error boundaries in React
|
|
||||||
- Environment variables for secrets
|
|
||||||
- Git version control
|
|
||||||
- Basic README with setup instructions
|
|
||||||
Loading…
Reference in New Issue