mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-02-13 02:41:50 +08:00
feat: Add task-generate-agent and task-generate commands for autonomous task generation and manual task creation
- Implemented task-generate-agent for autonomous task generation using action-planning-agent with discovery and output phases. - Introduced task-generate command to generate task JSON files and IMPL_PLAN.md from analysis results with automatic artifact detection and integration. - Enhanced documentation for both commands, detailing execution lifecycle, phases, and output structures. - Established clear integration points and error handling for improved user experience.
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.claude/commands/workflow/tools/task-generate-agent.md
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.claude/commands/workflow/tools/task-generate-agent.md
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---
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name: task-generate-agent
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description: Autonomous task generation using action-planning-agent with discovery and output phases
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usage: /workflow:tools:task-generate-agent --session <session_id>
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argument-hint: "--session WFS-session-id"
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examples:
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- /workflow:tools:task-generate-agent --session WFS-auth
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---
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# Autonomous Task Generation Command
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## Overview
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Autonomous task JSON and IMPL_PLAN.md generation using action-planning-agent with two-phase execution: discovery and document generation.
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## Core Philosophy
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- **Agent-Driven**: Delegate execution to action-planning-agent for autonomous operation
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- **Two-Phase Flow**: Discovery (context gathering) → Output (document generation)
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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 research
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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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"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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"analysis_results": {
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// If in memory: use cached content
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// Else: Load from .workflow/{session-id}/.process/ANALYSIS_RESULTS.md
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},
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"artifacts_inventory": {
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// If in memory: use cached list
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// Else: Scan .workflow/{session-id}/.brainstorming/ directory
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"synthesis_specification": "path or null",
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"topic_framework": "path or null",
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"role_analyses": ["paths"]
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},
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"context_package": {
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// If in memory: use cached content
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// Else: Load from .workflow/{session-id}/.process/context-package.json
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},
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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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```
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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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2. **Load Analysis Results** (if not in memory)
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```javascript
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if (!memory.has("ANALYSIS_RESULTS.md")) {
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Read(.workflow/{session-id}/.process/ANALYSIS_RESULTS.md)
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}
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```
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3. **Discover Artifacts** (if not in memory)
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```javascript
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if (!memory.has("artifacts_inventory")) {
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bash(find .workflow/{session-id}/.brainstorming/ -name "*.md" -type f)
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}
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```
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4. **MCP Code Analysis** (optional - enhance understanding)
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```javascript
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// Find relevant files for task context
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mcp__code-index__find_files(pattern="*auth*")
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mcp__code-index__search_code_advanced(
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pattern="authentication|oauth",
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file_pattern="*.ts"
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)
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```
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5. **MCP External Research** (optional - gather best practices)
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```javascript
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// Get external examples for implementation
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mcp__exa__get_code_context_exa(
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query="TypeScript JWT authentication best practices",
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tokensNum="dynamic"
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)
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```
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### Phase 2: Agent Execution (Document Generation)
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**Agent Invocation**:
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```javascript
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Task(
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subagent_type="action-planning-agent",
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description="Generate task JSON and implementation plan",
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prompt=`
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## Execution Context
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**Session ID**: WFS-{session-id}
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**Mode**: Two-Phase Autonomous Task Generation
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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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### Analysis Results
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{analysis_results_content}
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### Artifacts Inventory
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- **Synthesis Specification**: {synthesis_spec_path}
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- **Topic Framework**: {topic_framework_path}
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- **Role Analyses**: {role_analyses_list}
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### Context Package
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{context_package_summary}
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### MCP Analysis Results (Optional)
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**Code Structure**: {mcp_code_index_results}
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**External Research**: {mcp_exa_research_results}
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## Phase 2: Document Generation Task
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### Task Decomposition Standards
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**Core Principle**: Task Merging Over Decomposition
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- **Merge Rule**: Execute together when possible
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- **Decompose Only When**:
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- Excessive workload (>2500 lines or >6 files)
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- Different tech stacks or domains
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- Sequential dependency blocking
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- Parallel execution needed
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**Task Limits**:
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- **Maximum 10 tasks** (hard limit)
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- **Function-based**: Complete units (logic + UI + tests + config)
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- **Hierarchy**: Flat (≤5) | Two-level (6-10) | Re-scope (>10)
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### Required Outputs
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#### 1. Task JSON Files (.task/IMPL-*.json)
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**Location**: .workflow/{session-id}/.task/
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**Schema**: 5-field enhanced schema with artifacts
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**Required Fields**:
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\`\`\`json
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{
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"id": "IMPL-N[.M]",
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"title": "Descriptive task name",
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"status": "pending",
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"meta": {
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"type": "feature|bugfix|refactor|test|docs",
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"agent": "@code-developer|@code-review-test-agent"
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},
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"context": {
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"requirements": ["extracted from analysis"],
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"focus_paths": ["src/paths"],
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"acceptance": ["measurable criteria"],
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"depends_on": ["IMPL-N"],
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"artifacts": [
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{
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"type": "synthesis_specification",
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"path": "{synthesis_spec_path}",
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"priority": "highest"
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}
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]
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},
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"flow_control": {
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"pre_analysis": [
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{
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"step": "load_synthesis_specification",
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"action": "Load consolidated synthesis specification",
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"commands": [
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"bash(ls {synthesis_spec_path} 2>/dev/null || echo 'not found')",
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"Read({synthesis_spec_path})"
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],
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"output_to": "synthesis_specification",
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"on_error": "skip_optional"
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},
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{
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"step": "mcp_codebase_exploration",
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"action": "Explore codebase using MCP",
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"command": "mcp__code-index__find_files(pattern=\\"[patterns]\\") && mcp__code-index__search_code_advanced(pattern=\\"[patterns]\\")",
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"output_to": "codebase_structure"
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},
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{
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"step": "analyze_task_patterns",
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"action": "Analyze existing code patterns",
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"commands": [
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"bash(cd \\"[focus_paths]\\")",
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"bash(~/.claude/scripts/gemini-wrapper -p \\"PURPOSE: Analyze patterns TASK: Review '[title]' CONTEXT: [synthesis_specification] EXPECTED: Pattern analysis RULES: Prioritize synthesis-specification.md\\")"
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],
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"output_to": "task_context",
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"on_error": "fail"
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}
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],
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"implementation_approach": {
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"task_description": "Implement '[title]' following synthesis specification",
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"modification_points": ["Apply requirements from synthesis"],
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"logic_flow": [
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"Load synthesis specification",
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"Analyze existing patterns",
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"Implement following specification",
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"Validate against acceptance criteria"
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]
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},
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"target_files": ["file:function:lines"]
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}
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}
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\`\`\`
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#### 2. IMPL_PLAN.md
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**Location**: .workflow/{session-id}/IMPL_PLAN.md
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**Structure**:
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\`\`\`markdown
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---
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identifier: WFS-{session-id}
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source: "User requirements"
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analysis: .workflow/{session-id}/.process/ANALYSIS_RESULTS.md
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---
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# Implementation Plan: {Project Title}
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## Summary
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Core requirements, objectives, and technical approach.
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## Context Analysis
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- **Project**: Type, patterns, tech stack
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- **Modules**: Components and integration points
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- **Dependencies**: External libraries and constraints
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- **Patterns**: Code conventions and guidelines
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## Brainstorming Artifacts
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- synthesis-specification.md (Highest priority)
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- topic-framework.md (Medium priority)
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- Role analyses: ui-designer, system-architect, etc.
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## Task Breakdown
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- **Task Count**: N tasks, complexity level
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- **Hierarchy**: Flat/Two-level structure
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- **Dependencies**: Task dependency graph
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## Implementation Plan
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- **Execution Strategy**: Sequential/Parallel approach
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- **Resource Requirements**: Tools, dependencies, artifacts
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- **Success Criteria**: Metrics and acceptance conditions
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\`\`\`
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#### 3. TODO_LIST.md
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**Location**: .workflow/{session-id}/TODO_LIST.md
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**Structure**:
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\`\`\`markdown
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# Tasks: {Session Topic}
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## Task Progress
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▸ **IMPL-001**: [Main Task Group] → [📋](./.task/IMPL-001.json)
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- [ ] **IMPL-001.1**: [Subtask] → [📋](./.task/IMPL-001.1.json)
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- [ ] **IMPL-001.2**: [Subtask] → [📋](./.task/IMPL-001.2.json)
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- [ ] **IMPL-002**: [Simple Task] → [📋](./.task/IMPL-002.json)
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## Status Legend
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- \`▸\` = Container task (has subtasks)
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- \`- [ ]\` = Pending leaf task
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- \`- [x]\` = Completed leaf task
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\`\`\`
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### Execution Instructions
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**Step 1: Extract Task Definitions**
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- Parse analysis results for task recommendations
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- Extract task ID, title, requirements, complexity
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- Map artifacts to relevant tasks based on type
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**Step 2: Generate Task JSON Files**
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- Create individual .task/IMPL-*.json files
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- Embed artifacts array with detected brainstorming outputs
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- Generate flow_control with artifact loading steps
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- Add MCP tool integration for codebase exploration
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**Step 3: Create IMPL_PLAN.md**
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- Summarize requirements and technical approach
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- List detected artifacts with priorities
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- Document task breakdown and dependencies
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- Define execution strategy and success criteria
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**Step 4: Generate TODO_LIST.md**
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- List all tasks with container/leaf structure
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- Link to task JSON files
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- Use proper status indicators (▸, [ ], [x])
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**Step 5: Update Session State**
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- Update .workflow/{session-id}/workflow-session.json
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- Mark session as ready for execution
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- Record task count and artifact inventory
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### MCP Enhancement Examples
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**Code Index Usage**:
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\`\`\`javascript
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// Discover authentication-related files
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mcp__code-index__find_files(pattern="*auth*")
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// Search for OAuth patterns
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mcp__code-index__search_code_advanced(
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pattern="oauth|jwt|authentication",
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file_pattern="*.{ts,js}"
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)
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// Get file summary for key components
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mcp__code-index__get_file_summary(
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file_path="src/auth/index.ts"
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)
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\`\`\`
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**Exa Research Usage**:
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\`\`\`javascript
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// Get best practices for task implementation
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mcp__exa__get_code_context_exa(
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query="TypeScript OAuth2 implementation patterns",
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tokensNum="dynamic"
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)
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// Research specific API usage
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mcp__exa__get_code_context_exa(
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query="Express.js JWT middleware examples",
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tokensNum=5000
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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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- [ ] All task JSON files created in .task/ directory
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- [ ] Each task JSON has 5 required fields
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- [ ] Artifact references correctly mapped
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- [ ] Flow control includes artifact loading steps
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- [ ] MCP tool integration added where appropriate
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- [ ] IMPL_PLAN.md follows required structure
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- [ ] TODO_LIST.md matches task JSONs
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- [ ] Dependency graph is acyclic
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- [ ] Task count within limits (≤10)
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- [ ] Session state updated
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## Output
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Generate all three documents and report completion status:
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- Task JSON files created: N files
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- Artifacts integrated: synthesis-spec, topic-framework, N role analyses
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- MCP enhancements: code-index, exa-research
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- Session ready for execution: /workflow:execute
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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:task-generate-agent --session WFS-auth
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# Called by /workflow:plan
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SlashCommand(command="/workflow:tools:task-generate-agent --session WFS-[id]")
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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 context package for agent
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const agentContext = {
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session_id: "WFS-[id]",
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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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analysis_results: memory.has("ANALYSIS_RESULTS.md")
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? memory.get("ANALYSIS_RESULTS.md")
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: Read(.workflow/WFS-[id]/.process/ANALYSIS_RESULTS.md),
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artifacts_inventory: memory.has("artifacts_inventory")
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? memory.get("artifacts_inventory")
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: discoverArtifacts(),
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context_package: memory.has("context-package.json")
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? memory.get("context-package.json")
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: Read(.workflow/WFS-[id]/.process/context-package.json),
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// Optional MCP enhancements
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mcp_analysis: executeMcpDiscovery()
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}
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```
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## Related Commands
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- `/workflow:plan` - Orchestrates planning and calls this command
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- `/workflow:tools:task-generate` - Manual version without agent
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- `/workflow:tools:context-gather` - Provides context package
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- `/workflow:tools:concept-enhanced` - Provides analysis results
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- `/workflow:execute` - Executes generated tasks
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## Key Differences from task-generate
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| Feature | task-generate | task-generate-agent |
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|---------|--------------|-------------------|
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| Execution | Manual/scripted | Agent-driven |
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| Phases | 6 phases | 2 phases (discovery + output) |
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| MCP Integration | Optional | Enhanced with examples |
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| Decision Logic | Command-driven | Agent-autonomous |
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| Complexity | Higher control | Simpler delegation |
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