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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.md
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---
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name: task-generate
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description: Generate task JSON files and IMPL_PLAN.md from analysis results with artifacts integration
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usage: /workflow:tools:task-generate --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 --session WFS-auth
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---
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# Task Generation Command
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## Overview
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Generate task JSON files and IMPL_PLAN.md from analysis results with automatic artifact detection and integration.
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## Core Philosophy
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- **Analysis-Driven**: Generate from ANALYSIS_RESULTS.md
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- **Artifact-Aware**: Auto-detect brainstorming outputs
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- **Context-Rich**: Embed comprehensive context in task JSON
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- **Flow-Control Ready**: Pre-define implementation steps
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- **Memory-First**: Reuse loaded documents from memory
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## Core Responsibilities
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- Parse analysis results and extract tasks
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- Detect and integrate brainstorming artifacts
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- Generate enhanced task JSON files (5-field schema)
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- Create IMPL_PLAN.md and TODO_LIST.md
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- Update session state for execution
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## Execution Lifecycle
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### Phase 1: Input Validation & Discovery
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**⚡ Memory-First Rule**: Skip file loading if documents already in conversation memory
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1. **Session Validation**
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- If session metadata in memory → Skip loading
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- Else: Load `.workflow/{session_id}/workflow-session.json`
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2. **Analysis Results Loading**
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- If ANALYSIS_RESULTS.md in memory → Skip loading
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- Else: Read `.workflow/{session_id}/.process/ANALYSIS_RESULTS.md`
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3. **Artifact Discovery**
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- If artifact inventory in memory → Skip scanning
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- Else: Scan `.workflow/{session_id}/.brainstorming/` directory
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- Detect: synthesis-specification.md, topic-framework.md, role analyses
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### Phase 2: Task JSON Generation
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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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#### Enhanced Task JSON Schema (5-Field + Artifacts)
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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|active|completed|blocked|container",
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"meta": {
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"type": "feature|bugfix|refactor|test|docs",
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"agent": "@code-developer|@planning-agent|@code-review-test-agent"
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},
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"context": {
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"requirements": ["Clear requirement from analysis"],
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"focus_paths": ["src/module/path", "tests/module/path"],
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"acceptance": ["Measurable acceptance criterion"],
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"parent": "IMPL-N",
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"depends_on": ["IMPL-N.M"],
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"inherited": {"shared_patterns": [], "common_dependencies": []},
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"shared_context": {"tech_stack": [], "conventions": []},
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"artifacts": [
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{
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"type": "synthesis_specification",
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"source": "brainstorm_synthesis",
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"path": ".workflow/WFS-[session]/.brainstorming/synthesis-specification.md",
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"priority": "highest",
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"contains": "complete_integrated_specification"
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},
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{
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"type": "topic_framework",
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"source": "brainstorm_framework",
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"path": ".workflow/WFS-[session]/.brainstorming/topic-framework.md",
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"priority": "medium",
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"contains": "discussion_framework_structure"
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},
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{
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"type": "individual_role_analysis",
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"source": "brainstorm_roles",
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"path": ".workflow/WFS-[session]/.brainstorming/[role]/analysis.md",
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"priority": "low",
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"contains": "role_specific_analysis_fallback"
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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 .workflow/WFS-[session]/.brainstorming/synthesis-specification.md 2>/dev/null || echo 'not found')",
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"Read(.workflow/WFS-[session]/.brainstorming/synthesis-specification.md)"
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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": "load_individual_role_artifacts",
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"action": "Load individual role analyses as fallback",
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"commands": [
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"bash(find .workflow/WFS-[session]/.brainstorming/ -name 'analysis.md' 2>/dev/null | head -8)",
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"Read(.workflow/WFS-[session]/.brainstorming/ui-designer/analysis.md)",
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"Read(.workflow/WFS-[session]/.brainstorming/system-architect/analysis.md)"
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],
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"output_to": "individual_artifacts",
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"on_error": "skip_optional"
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},
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{
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"step": "load_planning_context",
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"action": "Load plan-generated analysis",
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"commands": [
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"Read(.workflow/WFS-[session]/.process/ANALYSIS_RESULTS.md)",
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"Read(.workflow/WFS-[session]/.process/context-package.json)"
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],
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"output_to": "planning_context"
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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 tools",
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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] [individual_artifacts] 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": [
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"Apply consolidated requirements from synthesis-specification.md",
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"Follow technical guidelines from synthesis",
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"Integrate with existing patterns"
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],
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"logic_flow": [
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"Load synthesis specification",
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"Extract requirements and design",
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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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#### Task Generation Process
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1. Parse analysis results and extract task definitions
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2. Detect brainstorming artifacts with priority scoring
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3. Generate task context (requirements, focus_paths, acceptance)
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4. Build flow_control with artifact loading steps
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5. Create individual task JSON files in `.task/`
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### Phase 3: Artifact Detection & Integration
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#### Artifact Priority
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1. **synthesis-specification.md** (highest) - Complete integrated spec
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2. **topic-framework.md** (medium) - Discussion framework
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3. **role/analysis.md** (low) - Individual perspectives
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#### Artifact-Task Mapping
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- **synthesis-specification.md** → All tasks
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- **ui-designer/analysis.md** → UI/Frontend tasks
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- **system-architect/analysis.md** → Architecture/Backend tasks
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- **security-expert/analysis.md** → Security tasks
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- **data-architect/analysis.md** → Data/API tasks
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### Phase 4: IMPL_PLAN.md Generation
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#### Document 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" | "File: path" | "Issue: ISS-001"
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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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### Phase 5: TODO_LIST.md Generation
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#### Document 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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- [x] **IMPL-001.2**: [Subtask] → [📋](./.task/IMPL-001.2.json) | [✅](./.summaries/IMPL-001.2-summary.md)
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- [x] **IMPL-002**: [Simple Task] → [📋](./.task/IMPL-002.json) | [✅](./.summaries/IMPL-002-summary.md)
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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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- Maximum 2 levels: Main tasks and subtasks only
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```
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### Phase 6: Session State Update
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1. Update workflow-session.json with task count and artifacts
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2. Validate all output files (task JSONs, IMPL_PLAN.md, TODO_LIST.md)
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3. Generate completion report
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## Output Files Structure
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```
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.workflow/{session-id}/
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├── IMPL_PLAN.md # Implementation plan
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├── TODO_LIST.md # Progress tracking
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├── .task/
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│ ├── IMPL-1.json # Container task
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│ ├── IMPL-1.1.json # Leaf task with flow_control
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│ └── IMPL-1.2.json # Leaf task with flow_control
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├── .brainstorming/ # Input artifacts
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│ ├── synthesis-specification.md
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│ ├── topic-framework.md
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│ └── {role}/analysis.md
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└── .process/
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├── ANALYSIS_RESULTS.md # Input from concept-enhanced
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└── context-package.json # Input from context-gather
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```
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## Error Handling
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### Input Validation Errors
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| Error | Cause | Resolution |
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|-------|-------|------------|
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| Session not found | Invalid session ID | Verify session exists |
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| Analysis missing | Incomplete planning | Run concept-enhanced first |
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| Invalid format | Corrupted results | Regenerate analysis |
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### Task Generation Errors
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| Error | Cause | Resolution |
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|-------|-------|------------|
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| Count exceeds limit | >10 tasks | Re-scope requirements |
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| Invalid structure | Missing fields | Fix analysis results |
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| Dependency cycle | Circular refs | Adjust dependencies |
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### Artifact Integration Errors
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| Error | Cause | Recovery |
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|-------|-------|----------|
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| Artifact not found | Missing output | Continue without artifacts |
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| Invalid format | Corrupted file | Skip artifact loading |
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| Path invalid | Moved/deleted | Update references |
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## Integration & Usage
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### Command Chain
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- **Called By**: `/workflow:plan` (Phase 4)
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- **Calls**: None (terminal command)
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- **Followed By**: `/workflow:execute`, `/workflow:status`
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### Basic Usage
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```bash
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/workflow:tools:task-generate --session WFS-auth
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```
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## Related Commands
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- `/workflow:plan` - Orchestrates entire planning
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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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