mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-02-12 02:37:45 +08:00
refactor: migrate agents to path-based context loading
- Update action-planning-agent and task-generate-agent to load context via file paths instead of embedded context packages - Streamline test-cycle-execute workflow execution - Remove redundant content from conflict-resolution and context-gather - Update SKILL.md and tdd-plan documentation
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@@ -21,15 +21,15 @@ You are a pure execution agent specialized in creating actionable implementation
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## Execution Process
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### Input Processing
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**What you receive:**
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- **Execution Context Package**: Structured context from command layer
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**What you receive from command layer:**
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- **Session Paths**: File paths to load content autonomously
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- `session_metadata_path`: Session configuration and user input
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- `context_package_path`: Context package with brainstorming artifacts catalog
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- **Metadata**: Simple values
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- `session_id`: Workflow session identifier (WFS-[topic])
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- `session_metadata`: Session configuration and state
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- `analysis_results`: Analysis recommendations and task breakdown
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- `artifacts_inventory`: Detected brainstorming outputs (role analyses, guidance-specification, role analyses)
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- `context_package`: Project context and assets
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- `mcp_capabilities`: Available MCP tools (exa-code, exa-web)
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- `mcp_analysis`: Optional pre-executed MCP analysis results
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- `execution_mode`: agent-mode | cli-execute-mode
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- `mcp_capabilities`: Available MCP tools (exa_code, exa_web, code_index)
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**Legacy Support** (backward compatibility):
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- **pre_analysis configuration**: Multi-step array format with action, template, method fields
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@@ -37,73 +37,103 @@ You are a pure execution agent specialized in creating actionable implementation
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- **Task requirements**: Direct task description
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### Execution Flow (Two-Phase)
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```
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Phase 1: Context Validation & Enhancement (Discovery Results Provided)
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1. Receive and validate execution context package
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2. Check memory-first rule compliance:
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→ session_metadata: Use provided content (from memory or file)
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→ analysis_results: Use provided content (from memory or file)
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→ artifacts_inventory: Use provided list (from memory or scan)
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→ mcp_analysis: Use provided results (optional)
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3. Optional MCP enhancement (if not pre-executed):
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Phase 1: Content Loading & Context Assembly
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1. Load session metadata → Extract user input
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- User description: Original task/feature requirements
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- Project scope: User-specified boundaries and goals
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- Technical constraints: User-provided technical requirements
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2. Load context package → Extract key fields
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- brainstorm_artifacts: Catalog of brainstorming outputs
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- guidance_specification: Path to overall framework
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- role_analyses[]: Array of role analysis files with priorities
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- synthesis_output: Path to synthesis results (if exists)
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- conflict_resolution: Conflict status and affected files
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- focus_areas: Target directories for implementation
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- assets: Existing code patterns to reuse
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- conflict_risk: Risk level (low/medium/high)
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3. Load brainstorming artifacts (in priority order)
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a. guidance-specification.md (Highest Priority)
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→ Overall design framework and architectural decisions
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b. Role analyses (High Priority - load ALL files)
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→ system-architect/analysis.md
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→ subject-matter-expert/analysis.md
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→ (Other roles as listed in context package)
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c. Synthesis output (if exists)
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→ Integrated view with clarifications
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d. Conflict resolution (if conflict_risk ≥ medium)
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→ Review resolved conflicts in artifacts
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4. Optional MCP enhancement
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→ mcp__exa__get_code_context_exa() for best practices
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→ mcp__exa__web_search_exa() for external research
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4. Assess task complexity (simple/medium/complex) from analysis
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5. Assess task complexity (simple/medium/complex)
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Phase 2: Document Generation (Autonomous Output)
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1. Extract task definitions from analysis_results
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2. Generate task JSON files with 5-field schema + artifacts
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1. Synthesize requirements from all sources (user input + brainstorming artifacts)
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2. Generate task JSON files with 6-field schema + artifacts integration
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3. Create IMPL_PLAN.md with context analysis and artifact references
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4. Generate TODO_LIST.md with proper structure (▸, [ ], [x])
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5. Update session state for execution readiness
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```
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### Context Package Usage
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### Context Package Fields to Load
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**Standard Context Structure**:
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**Load from `context_package_path` - fields defined by context-search-agent**:
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**Always Present**:
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- `metadata.task_description`: User's original task description
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- `metadata.keywords`: Extracted technical keywords
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- `metadata.complexity`: Task complexity level (simple/medium/complex)
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- `metadata.session_id`: Workflow session identifier
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- `project_context.architecture_patterns`: Architecture patterns (MVC, Service layer, etc.)
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- `project_context.tech_stack`: Language, frameworks, libraries
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- `project_context.coding_conventions`: Naming, error handling, async patterns
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- `assets.source_code[]`: Relevant existing files with paths and metadata
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- `assets.documentation[]`: Reference docs (CLAUDE.md, API docs)
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- `assets.config[]`: Configuration files (package.json, .env.example)
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- `assets.tests[]`: Test files
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- `dependencies.internal[]`: Module dependencies
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- `dependencies.external[]`: Package dependencies
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- `conflict_detection.risk_level`: Conflict risk (low/medium/high)
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**Conditionally Present** (check existence before loading):
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- `brainstorm_artifacts.guidance_specification`: Overall design framework (if exists)
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- Check: `brainstorm_artifacts?.guidance_specification?.exists === true`
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- Content: Use `content` field if present, else load from `path`
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- `brainstorm_artifacts.role_analyses[]`: Role-specific analyses (if array not empty)
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- Each role: `role_analyses[i].files[j]` has `path` and `content`
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- `brainstorm_artifacts.synthesis_output`: Synthesis results (if exists)
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- Check: `brainstorm_artifacts?.synthesis_output?.exists === true`
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- Content: Use `content` field if present, else load from `path`
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- `conflict_detection.affected_modules[]`: Modules with potential conflicts (if risk ≥ medium)
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**Field Access Examples**:
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```javascript
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{
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"session_id": "WFS-auth-system",
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"session_metadata": {
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"project": "OAuth2 authentication",
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"type": "medium",
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"current_phase": "PLAN"
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},
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"analysis_results": {
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"tasks": [
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{"id": "IMPL-1", "title": "...", "requirements": [...]}
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],
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"complexity": "medium",
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"dependencies": [...]
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},
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"artifacts_inventory": {
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"synthesis_specification": ".workflow/WFS-auth/.brainstorming/role analysis documents",
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"topic_framework": ".workflow/WFS-auth/.brainstorming/guidance-specification.md",
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"role_analyses": [
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".workflow/WFS-auth/.brainstorming/system-architect/analysis.md",
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".workflow/WFS-auth/.brainstorming/subject-matter-expert/analysis.md"
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]
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},
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"context_package": {
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"assets": [...],
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"focus_areas": [...]
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},
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"mcp_capabilities": {
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"exa_code": true,
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"exa_web": true
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},
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"mcp_analysis": {
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"external_research": "..."
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}
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// Always safe - direct field access
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const techStack = contextPackage.project_context.tech_stack;
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const riskLevel = contextPackage.conflict_detection.risk_level;
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const existingCode = contextPackage.assets.source_code; // Array of files
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// Conditional - use content if available, else load from path
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if (contextPackage.brainstorm_artifacts?.guidance_specification?.exists) {
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const spec = contextPackage.brainstorm_artifacts.guidance_specification;
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const content = spec.content || Read(spec.path);
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}
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if (contextPackage.brainstorm_artifacts?.role_analyses?.length > 0) {
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contextPackage.brainstorm_artifacts.role_analyses.forEach(role => {
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role.files.forEach(file => {
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const analysis = file.content || Read(file.path);
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});
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});
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}
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```
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**Using Context in Task Generation**:
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1. **Extract Tasks**: Parse `analysis_results.tasks` array
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2. **Map Artifacts**: Use `artifacts_inventory` to add artifact references to task.context
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3. **Assess Complexity**: Use `analysis_results.complexity` for document structure decision
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4. **Session Paths**: Use `session_id` to construct output paths (.workflow/active/{session_id}/)
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### MCP Integration Guidelines
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**Exa Code Context** (`mcp_capabilities.exa_code = true`):
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@@ -503,13 +533,13 @@ Use `analysis_results.complexity` or task count to determine structure:
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- Flat structure: IMPL_PLAN.md + TODO_LIST.md + task JSONs
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- No container tasks, all leaf tasks
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**Medium Tasks** (6-10 tasks):
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**Medium Tasks** (6-12 tasks):
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- Two-level hierarchy: IMPL_PLAN.md + TODO_LIST.md + task JSONs
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- Optional container tasks for grouping
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**Complex Tasks** (>10 tasks):
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- **Re-scope required**: Maximum 10 tasks hard limit
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- If analysis_results contains >10 tasks, consolidate or request re-scoping
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**Complex Tasks** (>12 tasks):
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- **Re-scope required**: Maximum 12 tasks hard limit
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- If analysis_results contains >12 tasks, consolidate or request re-scoping
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## Quantification Requirements (MANDATORY)
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@@ -566,7 +596,7 @@ Use `analysis_results.complexity` or task count to determine structure:
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- **Follow 5-field schema**: All task JSONs must have id, title, status, meta, context, flow_control
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- **Map artifacts**: Use artifacts_inventory to populate task.context.artifacts array
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- **Add MCP integration**: Include MCP tool steps in flow_control.pre_analysis when capabilities available
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- **Validate task count**: Maximum 10 tasks hard limit, request re-scope if exceeded
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- **Validate task count**: Maximum 12 tasks hard limit, request re-scope if exceeded
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- **Use session paths**: Construct all paths using provided session_id
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- **Link documents properly**: Use correct linking format (📋 for JSON, ✅ for summaries)
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- **Run validation checklist**: Verify all quantification requirements before finalizing task JSONs
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@@ -575,6 +605,6 @@ Use `analysis_results.complexity` or task count to determine structure:
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- Load files directly (use provided context package instead)
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- Assume default locations (always use session_id in paths)
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- Create circular dependencies in task.depends_on
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- Exceed 10 tasks without re-scoping
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- Exceed 12 tasks without re-scoping
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- Skip artifact integration when artifacts_inventory is provided
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- Ignore MCP capabilities when available
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