mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-02-12 02:37:45 +08:00
- Refactor context-gather.md to use general-purpose agent delegation - Change from 4-phase manual execution to 2-phase agent-driven flow - Move project structure analysis and documentation loading to agent execution - Add Step 0: Foundation Setup for agent to execute first - Update agent context passing to minimal configuration - Add MCP tools integration guidance for agent - Fix critical path mismatch in workflow data flow - Update plan.md Phase 2 output path from .context/ to .process/ - Align with context-gather.md output location (.process/context-package.json) - Ensure correct data flow: context-gather → concept-enhanced - Update concept-enhanced.md line selection (minor formatting) Verified path consistency across all workflow commands: - context-gather.md outputs to .process/ - concept-enhanced.md reads from .process/ - plan.md passes correct .process/ path - All workflow tools now use consistent .process/ directory 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
354 lines
11 KiB
Markdown
354 lines
11 KiB
Markdown
---
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name: gather
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description: Intelligently collect project context using general-purpose agent based on task description and package into standardized JSON
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argument-hint: "--session WFS-session-id \"task description\""
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examples:
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- /workflow:tools:context-gather --session WFS-user-auth "Implement user authentication system"
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- /workflow:tools:context-gather --session WFS-payment "Refactor payment module API"
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- /workflow:tools:context-gather --session WFS-bugfix "Fix login validation error"
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---
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# Context Gather Command (/workflow:tools:context-gather)
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## Overview
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Agent-driven intelligent context collector that gathers relevant information from project codebase, documentation, and dependencies based on task descriptions, generating standardized context packages.
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## Core Philosophy
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- **Agent-Driven**: Delegate execution to general-purpose agent for autonomous operation
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- **Two-Phase Flow**: Discovery (context loading) → Execution (context gathering and packaging)
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- **Memory-First**: Reuse loaded documents from conversation memory
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- **MCP-Enhanced**: Use MCP tools for advanced code analysis and file discovery
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- **Intelligent Collection**: Auto-identify relevant resources based on keyword analysis
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- **Comprehensive Coverage**: Collect code, documentation, configurations, and dependencies
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- **Standardized Output**: Generate unified format context-package.json
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## Execution Lifecycle
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### Phase 1: Discovery & Context Loading
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**⚡ Memory-First Rule**: Skip file loading if documents already in conversation memory
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**Agent Context Package**:
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```javascript
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{
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"session_id": "WFS-[session-id]",
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"task_description": "[user provided task description]",
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"session_metadata": {
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// If in memory: use cached content
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// Else: Load from .workflow/{session-id}/workflow-session.json
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},
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"mcp_capabilities": {
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// Agent will use these tools to discover project context
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"code_index": true,
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"exa_code": true,
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"exa_web": true
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}
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}
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// Agent will autonomously execute:
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// - Project structure analysis: bash(~/.claude/scripts/get_modules_by_depth.sh)
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// - Documentation loading: Read(CLAUDE.md), Read(README.md)
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```
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**Discovery Actions**:
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1. **Load Session Context** (if not in memory)
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```javascript
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if (!memory.has("workflow-session.json")) {
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Read(.workflow/{session-id}/workflow-session.json)
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}
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```
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### Phase 2: Agent Execution (Context Gathering & Packaging)
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**Agent Invocation**:
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```javascript
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Task(
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subagent_type="general-purpose",
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description="Gather project context and generate context package",
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prompt=`
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## Execution Context
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**Session ID**: WFS-{session-id}
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**Task Description**: {task_description}
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**Mode**: Agent-Driven Context Gathering
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## Phase 1: Discovery Results (Provided Context)
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### Session Metadata
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{session_metadata_content}
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### MCP Capabilities
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- code-index: Available for file discovery and code search
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- exa-code: Available for external research
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- exa-web: Available for web search
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## Phase 2: Context Gathering Task
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### Core Responsibilities
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1. **Project Structure Analysis**: Execute get_modules_by_depth.sh for architecture overview
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2. **Documentation Loading**: Load CLAUDE.md, README.md and relevant documentation
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3. **Keyword Extraction**: Extract core keywords from task description
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4. **Smart File Discovery**: Use MCP code-index tools to locate relevant files
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5. **Code Structure Analysis**: Analyze project structure to identify relevant modules
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6. **Dependency Discovery**: Identify tech stack and dependency relationships
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7. **Context Packaging**: Generate standardized JSON context package
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### Execution Process
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#### Step 0: Foundation Setup (Execute First)
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1. **Project Structure Analysis**
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Execute to get comprehensive architecture overview:
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\`\`\`javascript
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bash(~/.claude/scripts/get_modules_by_depth.sh)
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\`\`\`
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2. **Load Project Documentation** (if not in memory)
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Load core project documentation:
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\`\`\`javascript
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Read(CLAUDE.md)
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Read(README.md)
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// Load other relevant documentation based on session context
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\`\`\`
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#### Step 1: Task Analysis
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1. **Keyword Extraction**
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- Parse task description to extract core keywords
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- Identify technical domain (auth, API, frontend, backend, etc.)
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- Determine complexity level (simple, medium, complex)
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2. **Scope Determination**
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- Define collection scope based on keywords
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- Identify potentially involved modules and components
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- Set file type filters
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#### Step 2: MCP-Enhanced File Discovery
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1. **Code File Location**
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Use MCP code-index tools:
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\`\`\`javascript
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// Find files by pattern
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mcp__code-index__find_files(pattern="*{keyword}*")
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// Search code content
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mcp__code-index__search_code_advanced(
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pattern="{keyword_patterns}",
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file_pattern="*.{ts,js,py,go,md}",
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context_lines=3
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)
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// Get file summaries
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mcp__code-index__get_file_summary(file_path="relevant/file.ts")
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\`\`\`
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2. **Configuration Files Discovery**
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Locate: package.json, requirements.txt, Cargo.toml, tsconfig.json, etc.
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3. **Test Files Location**
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Find test files related to task keywords
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#### Step 3: Intelligent Filtering & Association
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1. **Relevance Scoring**
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- Score based on keyword match degree
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- Score based on file path relevance
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- Score based on code content relevance
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2. **Dependency Analysis**
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- Analyze import/require statements
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- Identify inter-module dependencies
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- Determine core and optional dependencies
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#### Step 4: Context Packaging
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Generate standardized context-package.json following the format below
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### Required Output
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**Output Location**: \`.workflow/{session-id}/.process/context-package.json\`
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**Output Format**:
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\`\`\`json
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{
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"metadata": {
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"task_description": "Implement user authentication system",
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"timestamp": "2025-09-29T10:30:00Z",
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"keywords": ["user", "authentication", "JWT", "login"],
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"complexity": "medium",
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"tech_stack": ["typescript", "node.js", "express"],
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"session_id": "WFS-user-auth"
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},
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"assets": [
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{
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"type": "documentation",
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"path": "CLAUDE.md",
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"relevance": "Project development standards and conventions",
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"priority": "high"
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},
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{
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"type": "documentation",
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"path": ".workflow/docs/architecture/security.md",
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"relevance": "Security architecture design guidance",
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"priority": "high"
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},
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{
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"type": "source_code",
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"path": "src/auth/AuthService.ts",
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"relevance": "Existing authentication service implementation",
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"priority": "high"
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},
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{
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"type": "source_code",
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"path": "src/models/User.ts",
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"relevance": "User data model definition",
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"priority": "medium"
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},
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{
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"type": "config",
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"path": "package.json",
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"relevance": "Project dependencies and tech stack",
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"priority": "medium"
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},
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{
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"type": "test",
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"path": "tests/auth/*.test.ts",
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"relevance": "Authentication related test cases",
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"priority": "medium"
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}
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],
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"tech_stack": {
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"frameworks": ["express", "typescript"],
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"libraries": ["jsonwebtoken", "bcrypt"],
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"testing": ["jest", "supertest"]
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},
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"statistics": {
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"total_files": 15,
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"source_files": 8,
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"docs_files": 4,
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"config_files": 2,
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"test_files": 1
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}
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}
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\`\`\`
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### Quality Validation
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Before completion, verify:
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- [ ] context-package.json created in correct location
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- [ ] Valid JSON format with all required fields
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- [ ] Metadata includes task description, keywords, complexity
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- [ ] Assets array contains relevant files with priorities
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- [ ] Tech stack accurately identified
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- [ ] Statistics section provides file counts
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- [ ] File relevance accuracy >80%
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- [ ] No sensitive information exposed
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### Performance Optimization
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**Large Project Optimization**:
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- File count limit: Maximum 50 files per type
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- Size filtering: Skip oversized files (>10MB)
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- Depth limit: Maximum search depth of 3 levels
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- Use MCP tools for efficient discovery
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**MCP Tools Integration**:
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Agent should use MCP code-index tools when available:
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\`\`\`javascript
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// Set project path
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mcp__code-index__set_project_path(path="{current_project_path}")
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// Refresh index
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mcp__code-index__refresh_index()
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// Find files by pattern
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mcp__code-index__find_files(pattern="*{keyword}*")
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// Search code content
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mcp__code-index__search_code_advanced(
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pattern="{keyword_patterns}",
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file_pattern="*.{ts,js,py,go,md}",
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context_lines=3
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)
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\`\`\`
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**Fallback Strategy**:
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When MCP tools unavailable, agent should use traditional commands:
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- \`find\` for file discovery
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- \`rg\` or \`grep\` for content search
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- Bash commands from project structure analysis
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## Output
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Generate context-package.json and report completion:
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- Task description: {description}
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- Keywords extracted: {count}
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- Files collected: {total}
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- Source files: {count}
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- Documentation: {count}
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- Configuration: {count}
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- Tests: {count}
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- Tech stack identified: {frameworks/libraries}
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- Output location: .workflow/{session-id}/.process/context-package.json
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\`
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)
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\`\`\`
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## Command Integration
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### Usage
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```bash
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# Basic usage
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/workflow:tools:context-gather --session WFS-auth "Implement JWT authentication"
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# Called by /workflow:plan
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SlashCommand(command="/workflow:tools:context-gather --session WFS-[id] \\"[task description]\\"")
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```
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### Agent Context Passing
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**Memory-Aware Context Assembly**:
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```javascript
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// Assemble minimal context package for agent
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// Agent will execute project structure analysis and documentation loading
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const agentContext = {
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session_id: "WFS-[id]",
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task_description: "[user provided task description]",
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// Use memory if available, else load
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session_metadata: memory.has("workflow-session.json")
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? memory.get("workflow-session.json")
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: Read(.workflow/WFS-[id]/workflow-session.json),
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// MCP capabilities - agent will use these tools
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mcp_capabilities: {
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code_index: true,
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exa_code: true,
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exa_web: true
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}
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}
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// Note: Agent will execute these steps autonomously:
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// - bash(~/.claude/scripts/get_modules_by_depth.sh) for project structure
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// - Read(CLAUDE.md) and Read(README.md) for documentation
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```
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## Session ID Integration
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### Session ID Usage
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- **Required Parameter**: `--session WFS-session-id`
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- **Session Context Loading**: Load existing session state and metadata
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- **Session Continuity**: Maintain context across workflow pipeline phases
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### Session Validation
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```javascript
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// Validate session exists
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const sessionPath = `.workflow/${session_id}`;
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if (!fs.existsSync(sessionPath)) {
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console.error(`❌ Session ${session_id} not found`);
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process.exit(1);
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}
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```
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## Success Criteria
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- Valid context-package.json generated in correct location
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- Contains sufficient relevant information (>80% relevance)
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- Execution completes within reasonable time (<2 minutes)
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- All required fields present and properly formatted
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- Agent reports completion status with statistics
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