mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-02-14 02:42:04 +08:00
feat: Add parallel explore agents to context-gather workflow
- context-gather.md: Add Step 2 with complexity assessment (Low/Medium/High) and parallel cli-explore-agent execution (1-4 agents based on complexity) - context-search-agent.md: Add Track 0 for exploration aggregation with exploration_results schema including all_patterns and all_integration_points - conflict-resolution.md: Consume exploration_results for enhanced conflict detection with pre-identified conflict indicators - task-generate-agent.md: Use exploration critical_files for focus_paths and all_patterns/all_integration_points for implementation guidance 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
@@ -100,10 +100,56 @@ if (!memory.has("README.md")) Read(README.md)
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### Phase 2: Multi-Source Context Discovery
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### Phase 2: Multi-Source Context Discovery
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Execute all 3 tracks in parallel for comprehensive coverage.
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Execute all tracks in parallel for comprehensive coverage.
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**Note**: Historical archive analysis (querying `.workflow/archives/manifest.json`) is optional and should be performed if the manifest exists. Inject findings into `conflict_detection.historical_conflicts[]`.
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**Note**: Historical archive analysis (querying `.workflow/archives/manifest.json`) is optional and should be performed if the manifest exists. Inject findings into `conflict_detection.historical_conflicts[]`.
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#### Track 0: Exploration Aggregation (Optional)
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**Trigger**: When `explorations-manifest.json` exists in session `.process/` folder
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```javascript
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// Check for exploration results from context-gather parallel explore phase
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const manifestPath = `.workflow/active/${session_id}/.process/explorations-manifest.json`;
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if (file_exists(manifestPath)) {
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const manifest = JSON.parse(Read(manifestPath));
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// Load full exploration data from each file
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const explorationData = manifest.explorations.map(exp => ({
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...exp,
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data: JSON.parse(Read(exp.path))
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}));
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// Build explorations array with summaries
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const explorations = explorationData.map(exp => ({
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angle: exp.angle,
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file: exp.file,
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path: exp.path,
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index: exp.data._metadata?.exploration_index || exp.index,
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summary: {
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relevant_files_count: exp.data.relevant_files?.length || 0,
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key_patterns: exp.data.patterns,
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integration_points: exp.data.integration_points
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}
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}));
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// Aggregate insights across all explorations (fixed data access)
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const aggregated_insights = {
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critical_files: deduplicateByRelevance(explorationData.flatMap(e => e.data.relevant_files || [])),
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conflict_indicators: explorationData.flatMap(e => extractConflictIndicators(e.data, e.angle)),
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clarification_needs: deduplicateQuestions(explorationData.flatMap(e => e.data.clarification_needs || [])),
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constraints: explorationData.map(e => ({ constraint: e.data.constraints, source_angle: e.angle })).filter(c => c.constraint),
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all_patterns: explorationData.map(e => ({ patterns: e.data.patterns, source_angle: e.angle })),
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all_integration_points: explorationData.map(e => ({ points: e.data.integration_points, source_angle: e.angle }))
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};
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// Store for Phase 3 packaging
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exploration_results = { manifest_path: manifestPath, exploration_count: manifest.exploration_count,
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complexity: manifest.complexity, angles: manifest.angles_explored,
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explorations, aggregated_insights };
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}
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```
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#### Track 1: Reference Documentation
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#### Track 1: Reference Documentation
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Extract from Phase 0 loaded docs:
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Extract from Phase 0 loaded docs:
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@@ -393,10 +439,39 @@ Calculate risk level based on:
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},
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},
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"affected_modules": ["auth", "user-model", "middleware"],
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"affected_modules": ["auth", "user-model", "middleware"],
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"mitigation_strategy": "Incremental refactoring with backward compatibility"
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"mitigation_strategy": "Incremental refactoring with backward compatibility"
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},
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"exploration_results": {
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"manifest_path": ".workflow/active/{session}/.process/explorations-manifest.json",
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"exploration_count": 3,
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"complexity": "Medium",
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"angles": ["architecture", "dependencies", "testing"],
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"explorations": [
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{
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"angle": "architecture",
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"file": "exploration-architecture.json",
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"path": ".workflow/active/{session}/.process/exploration-architecture.json",
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"index": 1,
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"summary": {
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"relevant_files_count": 5,
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"key_patterns": "Service layer with DI",
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"integration_points": "Container.registerService:45-60"
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}
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}
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],
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"aggregated_insights": {
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"critical_files": [{"path": "src/auth/AuthService.ts", "relevance": 0.95, "mentioned_by_angles": ["architecture"]}],
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"conflict_indicators": [{"type": "pattern_mismatch", "description": "...", "source_angle": "architecture", "severity": "medium"}],
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"clarification_needs": [{"question": "...", "context": "...", "options": [], "source_angle": "architecture"}],
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"constraints": [{"constraint": "Must follow existing DI pattern", "source_angle": "architecture"}],
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"all_patterns": [{"patterns": "Service layer with DI", "source_angle": "architecture"}],
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"all_integration_points": [{"points": "Container.registerService:45-60", "source_angle": "architecture"}]
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}
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}
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}
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}
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}
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```
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```
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**Note**: `exploration_results` is populated when exploration files exist (from context-gather parallel explore phase). If no explorations, this field is omitted or empty.
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## Quality Validation
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## Quality Validation
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@@ -114,35 +114,44 @@ Task(subagent_type="cli-execution-agent", prompt=`
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- Risk: {conflict_risk}
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- Risk: {conflict_risk}
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- Files: {existing_files_list}
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- Files: {existing_files_list}
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## Exploration Context (from context-package.exploration_results)
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- Exploration Count: ${contextPackage.exploration_results?.exploration_count || 0}
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- Angles Analyzed: ${JSON.stringify(contextPackage.exploration_results?.angles || [])}
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- Pre-identified Conflict Indicators: ${JSON.stringify(contextPackage.exploration_results?.aggregated_insights?.conflict_indicators || [])}
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- Critical Files: ${JSON.stringify(contextPackage.exploration_results?.aggregated_insights?.critical_files?.map(f => f.path) || [])}
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- All Patterns: ${JSON.stringify(contextPackage.exploration_results?.aggregated_insights?.all_patterns || [])}
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- All Integration Points: ${JSON.stringify(contextPackage.exploration_results?.aggregated_insights?.all_integration_points || [])}
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## Analysis Steps
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## Analysis Steps
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### 1. Load Context
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### 1. Load Context
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- Read existing files from conflict_detection.existing_files
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- Read existing files from conflict_detection.existing_files
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- Load plan from .workflow/active/{session_id}/.process/context-package.json
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- Load plan from .workflow/active/{session_id}/.process/context-package.json
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- **NEW**: Load exploration_results and use aggregated_insights for enhanced analysis
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- Extract role analyses and requirements
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- Extract role analyses and requirements
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### 2. Execute CLI Analysis (Enhanced with Scenario Uniqueness Detection)
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### 2. Execute CLI Analysis (Enhanced with Exploration + Scenario Uniqueness)
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Primary (Gemini):
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Primary (Gemini):
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cd {project_root} && gemini -p "
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cd {project_root} && gemini -p "
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PURPOSE: Detect conflicts between plan and codebase, including module scenario overlaps
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PURPOSE: Detect conflicts between plan and codebase, using exploration insights
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TASK:
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TASK:
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• Compare architectures
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• **Review pre-identified conflict_indicators from exploration results**
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• Compare architectures (use exploration key_patterns)
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• Identify breaking API changes
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• Identify breaking API changes
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• Detect data model incompatibilities
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• Detect data model incompatibilities
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• Assess dependency conflicts
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• Assess dependency conflicts
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• **NEW: Analyze module scenario uniqueness**
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• **Analyze module scenario uniqueness**
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- Extract new module functionality from plan
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- Use exploration integration_points for precise locations
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- Search all existing modules with similar functionality
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- Cross-validate with exploration critical_files
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- Compare scenario coverage and identify overlaps
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- Generate clarification questions for boundary definition
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- Generate clarification questions for boundary definition
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MODE: analysis
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MODE: analysis
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CONTEXT: @**/*.ts @**/*.js @**/*.tsx @**/*.jsx @.workflow/active/{session_id}/**/*
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CONTEXT: @**/*.ts @**/*.js @**/*.tsx @**/*.jsx @.workflow/active/{session_id}/**/*
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EXPECTED: Conflict list with severity ratings, including ModuleOverlap conflicts with:
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EXPECTED: Conflict list with severity ratings, including:
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- Existing module list with scenarios
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- Validation of exploration conflict_indicators
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- Overlap analysis matrix
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- ModuleOverlap conflicts with overlap_analysis
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- Targeted clarification questions
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- Targeted clarification questions
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RULES: $(cat ~/.claude/workflows/cli-templates/prompts/analysis/02-analyze-code-patterns.txt) | Focus on breaking changes, migration needs, and functional overlaps | analysis=READ-ONLY
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RULES: $(cat ~/.claude/workflows/cli-templates/prompts/analysis/02-analyze-code-patterns.txt) | Focus on breaking changes, migration needs, and functional overlaps | Prioritize exploration-identified conflicts | analysis=READ-ONLY
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"
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"
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Fallback: Qwen (same prompt) → Claude (manual analysis)
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Fallback: Qwen (same prompt) → Claude (manual analysis)
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@@ -36,24 +36,23 @@ Step 1: Context-Package Detection
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├─ Valid package exists → Return existing (skip execution)
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├─ Valid package exists → Return existing (skip execution)
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└─ No valid package → Continue to Step 2
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└─ No valid package → Continue to Step 2
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Step 2: Invoke Context-Search Agent
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Step 2: Complexity Assessment & Parallel Explore (NEW)
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├─ Phase 1: Initialization & Pre-Analysis
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├─ Analyze task_description → classify Low/Medium/High
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│ ├─ Load project.json as primary context
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├─ Select exploration angles (1-4 based on complexity)
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│ ├─ Initialize code-index
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├─ Launch N cli-explore-agents in parallel
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│ └─ Classify complexity
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│ └─ Each outputs: exploration-{angle}.json
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├─ Phase 2: Multi-Source Discovery
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└─ Generate explorations-manifest.json
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│ ├─ Track 1: Historical archive analysis
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│ ├─ Track 2: Reference documentation
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│ ├─ Track 3: Web examples (Exa MCP)
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│ └─ Track 4: Codebase analysis (5-layer)
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└─ Phase 3: Synthesis & Packaging
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├─ Apply relevance scoring
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├─ Integrate brainstorm artifacts
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├─ Perform conflict detection
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└─ Generate context-package.json
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Step 3: Output Verification
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Step 3: Invoke Context-Search Agent (with exploration input)
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└─ Verify context-package.json created
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├─ Phase 1: Initialization & Pre-Analysis
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├─ Phase 2: Multi-Source Discovery
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│ ├─ Track 0: Exploration aggregation (NEW)
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│ ├─ Track 1-4: Existing tracks
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└─ Phase 3: Synthesis & Packaging
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└─ Generate context-package.json with exploration_results
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Step 4: Output Verification
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└─ Verify context-package.json contains exploration_results
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```
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```
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## Execution Flow
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## Execution Flow
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@@ -80,10 +79,93 @@ if (file_exists(contextPackagePath)) {
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}
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}
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```
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```
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### Step 2: Invoke Context-Search Agent
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### Step 2: Complexity Assessment & Parallel Explore
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**Only execute if Step 1 finds no valid package**
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**Only execute if Step 1 finds no valid package**
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```javascript
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// 2.1 Complexity Assessment
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function analyzeTaskComplexity(taskDescription) {
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const text = taskDescription.toLowerCase();
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if (/architect|refactor|restructure|modular|cross-module/.test(text)) return 'High';
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if (/multiple|several|integrate|migrate|extend/.test(text)) return 'Medium';
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return 'Low';
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}
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const ANGLE_PRESETS = {
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architecture: ['architecture', 'dependencies', 'modularity', 'integration-points'],
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security: ['security', 'auth-patterns', 'dataflow', 'validation'],
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performance: ['performance', 'bottlenecks', 'caching', 'data-access'],
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bugfix: ['error-handling', 'dataflow', 'state-management', 'edge-cases'],
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feature: ['patterns', 'integration-points', 'testing', 'dependencies'],
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refactor: ['architecture', 'patterns', 'dependencies', 'testing']
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};
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function selectAngles(taskDescription, complexity) {
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const text = taskDescription.toLowerCase();
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let preset = 'feature';
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if (/refactor|architect|restructure/.test(text)) preset = 'architecture';
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else if (/security|auth|permission/.test(text)) preset = 'security';
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else if (/performance|slow|optimi/.test(text)) preset = 'performance';
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else if (/fix|bug|error|issue/.test(text)) preset = 'bugfix';
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const count = complexity === 'High' ? 4 : (complexity === 'Medium' ? 3 : 1);
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return ANGLE_PRESETS[preset].slice(0, count);
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}
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const complexity = analyzeTaskComplexity(task_description);
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const selectedAngles = selectAngles(task_description, complexity);
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const sessionFolder = `.workflow/active/${session_id}/.process`;
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// 2.2 Launch Parallel Explore Agents
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const explorationTasks = selectedAngles.map((angle, index) =>
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Task(
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subagent_type="cli-explore-agent",
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description=`Explore: ${angle}`,
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prompt=`
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## Task Objective
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Execute **${angle}** exploration for context gathering.
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## Assigned Context
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- **Exploration Angle**: ${angle}
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- **Task Description**: ${task_description}
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- **Session ID**: ${session_id}
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- **Exploration Index**: ${index + 1} of ${selectedAngles.length}
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- **Output File**: ${sessionFolder}/exploration-${angle}.json
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## MANDATORY FIRST STEPS
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1. Run: ~/.claude/scripts/get_modules_by_depth.sh
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2. Run: rg -l "{keywords}" --type ts
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3. Execute: cat ~/.claude/workflows/cli-templates/schemas/explore-json-schema.json
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## Output
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File: ${sessionFolder}/exploration-${angle}.json (following explore-json-schema.json)
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Return: 2-3 sentence summary of ${angle} findings
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`
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)
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);
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// 2.3 Generate Manifest after all complete
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const explorationFiles = bash(`find ${sessionFolder} -name "exploration-*.json" -type f`).split('\n').filter(f => f.trim());
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const explorationManifest = {
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session_id,
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task_description,
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timestamp: new Date().toISOString(),
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complexity,
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exploration_count: selectedAngles.length,
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angles_explored: selectedAngles,
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explorations: explorationFiles.map(file => {
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const data = JSON.parse(Read(file));
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return { angle: data._metadata.exploration_angle, file: file.split('/').pop(), path: file, index: data._metadata.exploration_index };
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})
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};
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Write(`${sessionFolder}/explorations-manifest.json`, JSON.stringify(explorationManifest, null, 2));
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```
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### Step 3: Invoke Context-Search Agent
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**Only execute after Step 2 completes**
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```javascript
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```javascript
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Task(
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Task(
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subagent_type="context-search-agent",
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subagent_type="context-search-agent",
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@@ -97,6 +179,12 @@ Task(
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- **Task Description**: ${task_description}
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- **Task Description**: ${task_description}
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- **Output Path**: .workflow/${session_id}/.process/context-package.json
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- **Output Path**: .workflow/${session_id}/.process/context-package.json
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## Exploration Input (from Step 2)
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- **Manifest**: ${sessionFolder}/explorations-manifest.json
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- **Exploration Count**: ${explorationManifest.exploration_count}
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- **Angles**: ${explorationManifest.angles_explored.join(', ')}
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- **Complexity**: ${complexity}
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## Mission
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## Mission
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Execute complete context-search-agent workflow for implementation planning:
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Execute complete context-search-agent workflow for implementation planning:
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@@ -107,7 +195,8 @@ Execute complete context-search-agent workflow for implementation planning:
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4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state
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4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state
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|
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### Phase 2: Multi-Source Context Discovery
|
### Phase 2: Multi-Source Context Discovery
|
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Execute all 4 discovery tracks:
|
Execute all discovery tracks:
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- **Track 0**: Exploration aggregation (load ${sessionFolder}/explorations-manifest.json and aggregate)
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- **Track 1**: Historical archive analysis (query manifest.json for lessons learned)
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- **Track 1**: Historical archive analysis (query manifest.json for lessons learned)
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- **Track 2**: Reference documentation (CLAUDE.md, architecture docs)
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- **Track 2**: Reference documentation (CLAUDE.md, architecture docs)
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- **Track 3**: Web examples (use Exa MCP for unfamiliar tech/APIs)
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- **Track 3**: Web examples (use Exa MCP for unfamiliar tech/APIs)
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@@ -130,6 +219,7 @@ Complete context-package.json with:
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- **dependencies**: {internal[], external[]} with dependency graph
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- **dependencies**: {internal[], external[]} with dependency graph
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- **brainstorm_artifacts**: {guidance_specification, role_analyses[], synthesis_output} with content
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- **brainstorm_artifacts**: {guidance_specification, role_analyses[], synthesis_output} with content
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- **conflict_detection**: {risk_level, risk_factors, affected_modules[], mitigation_strategy, historical_conflicts[]}
|
- **conflict_detection**: {risk_level, risk_factors, affected_modules[], mitigation_strategy, historical_conflicts[]}
|
||||||
|
- **exploration_results**: {manifest_path, exploration_count, angles, explorations[], aggregated_insights} (from Track 0)
|
||||||
|
|
||||||
## Quality Validation
|
## Quality Validation
|
||||||
Before completion verify:
|
Before completion verify:
|
||||||
@@ -146,7 +236,7 @@ Report completion with statistics.
|
|||||||
)
|
)
|
||||||
```
|
```
|
||||||
|
|
||||||
### Step 3: Output Verification
|
### Step 4: Output Verification
|
||||||
|
|
||||||
After agent completes, verify output:
|
After agent completes, verify output:
|
||||||
|
|
||||||
@@ -156,6 +246,12 @@ const outputPath = `.workflow/${session_id}/.process/context-package.json`;
|
|||||||
if (!file_exists(outputPath)) {
|
if (!file_exists(outputPath)) {
|
||||||
throw new Error("❌ Agent failed to generate context-package.json");
|
throw new Error("❌ Agent failed to generate context-package.json");
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// Verify exploration_results included
|
||||||
|
const pkg = JSON.parse(Read(outputPath));
|
||||||
|
if (pkg.exploration_results?.exploration_count > 0) {
|
||||||
|
console.log(`✅ Exploration results aggregated: ${pkg.exploration_results.exploration_count} angles`);
|
||||||
|
}
|
||||||
```
|
```
|
||||||
|
|
||||||
## Parameter Reference
|
## Parameter Reference
|
||||||
@@ -176,6 +272,7 @@ Refer to `context-search-agent.md` Phase 3.7 for complete `context-package.json`
|
|||||||
- **dependencies**: Internal and external dependency graphs
|
- **dependencies**: Internal and external dependency graphs
|
||||||
- **brainstorm_artifacts**: Brainstorm documents with full content (if exists)
|
- **brainstorm_artifacts**: Brainstorm documents with full content (if exists)
|
||||||
- **conflict_detection**: Risk assessment with mitigation strategies and historical conflicts
|
- **conflict_detection**: Risk assessment with mitigation strategies and historical conflicts
|
||||||
|
- **exploration_results**: Aggregated exploration insights (from parallel explore phase)
|
||||||
|
|
||||||
## Historical Archive Analysis
|
## Historical Archive Analysis
|
||||||
|
|
||||||
|
|||||||
@@ -100,12 +100,21 @@ Session ID: {session-id}
|
|||||||
Planning Mode: {agent-mode | cli-execute-mode}
|
Planning Mode: {agent-mode | cli-execute-mode}
|
||||||
MCP Capabilities: {exa_code, exa_web, code_index}
|
MCP Capabilities: {exa_code, exa_web, code_index}
|
||||||
|
|
||||||
|
## EXPLORATION CONTEXT (from context-package.exploration_results)
|
||||||
|
- Load exploration_results from context-package.json
|
||||||
|
- Use aggregated_insights.critical_files for focus_paths generation
|
||||||
|
- Apply aggregated_insights.constraints to acceptance criteria
|
||||||
|
- Reference aggregated_insights.all_patterns for implementation approach
|
||||||
|
- Use aggregated_insights.all_integration_points for precise modification locations
|
||||||
|
- Use conflict_indicators for risk-aware task sequencing
|
||||||
|
|
||||||
## EXPECTED DELIVERABLES
|
## EXPECTED DELIVERABLES
|
||||||
1. Task JSON Files (.task/IMPL-*.json)
|
1. Task JSON Files (.task/IMPL-*.json)
|
||||||
- 6-field schema (id, title, status, context_package_path, meta, context, flow_control)
|
- 6-field schema (id, title, status, context_package_path, meta, context, flow_control)
|
||||||
- Quantified requirements with explicit counts
|
- Quantified requirements with explicit counts
|
||||||
- Artifacts integration from context package
|
- Artifacts integration from context package
|
||||||
- Flow control with pre_analysis steps
|
- **focus_paths enhanced with exploration critical_files**
|
||||||
|
- Flow control with pre_analysis steps (include exploration integration_points analysis)
|
||||||
|
|
||||||
2. Implementation Plan (IMPL_PLAN.md)
|
2. Implementation Plan (IMPL_PLAN.md)
|
||||||
- Context analysis and artifact references
|
- Context analysis and artifact references
|
||||||
|
|||||||
Reference in New Issue
Block a user