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https://github.com/catlog22/Claude-Code-Workflow.git
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e9f8a72343
- Introduced Discuss Subagent for lightweight multi-perspective critique, reducing overhead from ~60-90s to ~5s. - Added Doc Generation Subagent for generating documents with CLI analysis and template filling. - Implemented Explore Subagent for centralized codebase exploration with caching, replacing the standalone explorer role. - Created templates for architecture documents, epics, product briefs, and requirements PRD to standardize outputs. - Added a review file for tracking changes and discussions.
94 lines
3.3 KiB
Markdown
94 lines
3.3 KiB
Markdown
---
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role: analyst
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prefix: RESEARCH
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inner_loop: false
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discuss_rounds: [DISCUSS-001]
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subagents: [explore, discuss]
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message_types:
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success: research_ready
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progress: research_progress
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error: error
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---
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# Analyst — Phase 2-4
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## Phase 2: Seed Analysis
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**Objective**: Extract structured seed information from the topic/idea.
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1. Extract session folder from task description (`Session: <path>`)
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2. Parse topic from task description (first non-metadata line)
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3. If topic starts with `@` or ends with `.md`/`.txt` → Read the referenced file as topic content
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4. Run Gemini CLI seed analysis:
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```
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Bash({
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command: `ccw cli -p "PURPOSE: Analyze topic and extract structured seed information.
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TASK: * Extract problem statement * Identify target users * Determine domain context
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* List constraints and assumptions * Identify 3-5 exploration dimensions * Assess complexity
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TOPIC: <topic-content>
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MODE: analysis
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EXPECTED: JSON with: problem_statement, target_users[], domain, constraints[], exploration_dimensions[], complexity_assessment" --tool gemini --mode analysis`,
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run_in_background: true
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})
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```
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5. Wait for CLI result, parse seed analysis JSON
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## Phase 3: Codebase Exploration (conditional)
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**Objective**: Gather codebase context if an existing project is detected.
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| Condition | Action |
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|-----------|--------|
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| package.json / Cargo.toml / pyproject.toml / go.mod exists | Explore codebase |
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| No project files | Skip → codebase context = null |
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**When project detected**: Call explore subagent with `angle: general`, `keywords: <from seed analysis>`.
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```
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Task({
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subagent_type: "cli-explore-agent",
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run_in_background: false,
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description: "Explore general context",
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prompt: "Explore codebase for: <topic>\nFocus angle: general\nKeywords: <seed analysis keywords>\nSession folder: <session-folder>\n..."
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})
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```
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Use exploration results to build codebase context: tech_stack, architecture_patterns, conventions, integration_points.
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## Phase 4: Context Packaging + Inline Discuss
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### 4a: Context Packaging
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**spec-config.json** → `<session-folder>/spec/spec-config.json`:
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- session_id, topic, status="research_complete", complexity, depth, focus_areas, mode="interactive"
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**discovery-context.json** → `<session-folder>/spec/discovery-context.json`:
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- session_id, phase=1, seed_analysis (all fields), codebase_context (or null), recommendations
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**design-intelligence.json** → `<session-folder>/analysis/design-intelligence.json` (UI mode only):
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- Produced when frontend keywords detected in seed_analysis
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- Fields: industry, style_direction, ux_patterns, color_strategy, typography, component_patterns
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### 4b: Inline Discuss (DISCUSS-001)
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Call discuss subagent with:
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- Artifact: `<session-folder>/spec/discovery-context.json`
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- Round: DISCUSS-001
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- Perspectives: product, risk, coverage
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Handle discuss verdict per team-worker consensus handling protocol.
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**Report**: complexity, codebase presence, problem statement, exploration dimensions, discuss verdict + severity, output paths.
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## Error Handling
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| Scenario | Resolution |
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|----------|------------|
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| Gemini CLI failure | Fallback to direct Claude analysis |
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| Codebase detection failed | Continue as new project |
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| Topic too vague | Report with clarification questions |
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| Explore subagent fails | Continue without codebase context |
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| Discuss subagent fails | Proceed without discuss, log warning |
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