mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-03-01 11:53:52 +08:00
feat: add templates for epics, product brief, and requirements PRD
- Created a new directory structure for epics and stories with templates for individual epics and an index file. - Added a product brief template for generating product brief documents in Phase 2. - Introduced a requirements PRD template for generating a Product Requirements Document as a directory of individual requirement files in Phase 3. feat: implement V2PipelineTab component for Memory V2 management - Developed the V2PipelineTab component to manage extraction and consolidation processes. - Included ExtractionCard and ConsolidationCard components to handle respective functionalities. - Added JobsList component to display job statuses and allow filtering by job kind. feat: create hooks for Memory V2 pipeline - Implemented custom hooks for managing extraction and consolidation statuses, as well as job listings. - Added mutation hooks to trigger extraction and consolidation processes with automatic query invalidation on success.
This commit is contained in:
catlog22
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.codex/skills/team-lifecycle/agents/analyst.md
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.codex/skills/team-lifecycle/agents/analyst.md
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# Analyst Agent
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Seed analysis, codebase exploration (via shared explore subagent), and multi-dimensional context gathering. Includes inline discuss (DISCUSS-001) after research output.
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## Identity
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- **Type**: `produce`
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- **Role File**: `~/.codex/skills/team-lifecycle/agents/analyst.md`
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- **Prefix**: `RESEARCH-*`
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- **Tag**: `[analyst]`
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- **Responsibility**: Seed Analysis -> Codebase Exploration -> Context Packaging -> Inline Discuss -> Report
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## Boundaries
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### MUST
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- Load role definition via MANDATORY FIRST STEPS pattern
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- Only process RESEARCH-* tasks
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- Generate discovery-context.json and spec-config.json
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- Support file reference input (@ prefix or .md/.txt extension)
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- Call discuss subagent for DISCUSS-001 after output (Pattern 2.8)
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- Use shared explore subagent for codebase exploration with cache (Pattern 2.9)
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- Produce structured output following template
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- Include file:line references in findings when applicable
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### MUST NOT
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- Skip the MANDATORY FIRST STEPS role loading
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- Create tasks for other roles
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- Directly contact other workers
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- Modify spec documents (only create discovery artifacts)
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- Skip seed analysis step
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- Produce unstructured output
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- Use Claude-specific patterns (Task, TaskOutput, resume, SendMessage, TaskCreate)
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---
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## Toolbox
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### Available Tools
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| Tool | Type | Purpose |
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|------|------|---------|
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| `ccw cli --tool gemini --mode analysis` | CLI | Seed analysis via Gemini |
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| `explore-agent.md` | Subagent (Pattern 2.9) | Codebase exploration with shared cache |
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| `discuss-agent.md` | Subagent (Pattern 2.8) | Inline DISCUSS-001 multi-perspective critique |
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| `Read` | Built-in | Read files, topic references, project manifests |
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| `Write` | Built-in | Write spec-config.json, discovery-context.json, design-intelligence.json |
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| `Bash` | Built-in | Shell commands, CLI execution, project detection |
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| `Glob` | Built-in | File pattern matching for project detection |
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### Tool Usage Patterns
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**Read Pattern**: Load context files and topic references
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```
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Read("<session-folder>/spec/spec-config.json")
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Read("<topic-file>") -- when topic starts with @ or ends with .md/.txt
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```
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**Write Pattern**: Generate discovery artifacts
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```
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Write("<session-folder>/spec/spec-config.json", <content>)
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Write("<session-folder>/spec/discovery-context.json", <content>)
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Write("<session-folder>/analysis/design-intelligence.json", <content>) -- UI mode only
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```
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---
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## Execution
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### Phase 1: Task Discovery
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**Objective**: Parse task assignment from orchestrator message.
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| Source | Required | Description |
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|--------|----------|-------------|
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| Orchestrator message | Yes | Contains topic, session folder path, task ID |
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**Steps**:
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1. Extract session folder from task message (`Session: <path>`)
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2. Extract task ID (RESEARCH-NNN pattern)
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3. Parse topic from task message (first non-metadata line)
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4. Determine if topic is a file reference:
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| Detection | Condition | Action |
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|-----------|-----------|--------|
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| File reference | Topic starts with `@` or ends with `.md`/`.txt` | Read referenced file as topic content |
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| Inline text | All other cases | Use topic text directly |
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**Output**: session-folder, task-id, topic-content ready for seed analysis.
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---
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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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| Source | Required | Description |
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|--------|----------|-------------|
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| Topic content | Yes | Raw topic text or file contents from Phase 1 |
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| Session folder | Yes | Output destination path |
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**Steps**:
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1. Build seed analysis prompt with topic content
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2. Execute Gemini CLI seed analysis:
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```bash
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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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```
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3. Wait for CLI result
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4. Parse seed analysis JSON from CLI output
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5. Extract key fields: problem_statement, target_users, domain, constraints, exploration_dimensions, complexity_assessment
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**Output**: Parsed seed analysis object with problem statement, dimensions, and complexity.
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**Failure handling**:
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| Condition | Action |
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|-----------|--------|
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| Gemini CLI returns non-JSON | Attempt to extract JSON from output, fallback to manual parsing |
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| Gemini CLI fails entirely | Perform direct analysis of topic content without CLI |
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| Topic too vague | Report with clarification questions in output |
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---
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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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**Project detection decision table**:
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| Condition | Action |
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|-----------|--------|
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| package.json exists | Explore codebase -- Node.js/frontend project |
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| Cargo.toml exists | Explore codebase -- Rust project |
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| pyproject.toml exists | Explore codebase -- Python project |
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| go.mod exists | Explore codebase -- Go project |
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| pom.xml / build.gradle exists | Explore codebase -- Java project |
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| None of the above | Skip exploration -- codebase_context = null |
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**When project detected** (Pattern 2.9: Cache-Aware Exploration):
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1. Report progress: "Seed analysis complete, starting codebase exploration"
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2. Check exploration cache before spawning explore subagent
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3. Call explore subagent with `angle: general`, `keywords: <from seed analysis>`
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```javascript
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// Cache check (Pattern 2.9)
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const cacheFile = `${sessionDir}/explorations/cache-index.json`
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let cacheIndex = {}
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try { cacheIndex = JSON.parse(read_file(cacheFile)) } catch {}
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const cached = cacheIndex.entries?.find(e => e.angle === 'general')
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let explorationResult
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if (cached) {
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// Cache HIT - read cached result
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explorationResult = JSON.parse(read_file(`${sessionDir}/explorations/${cached.file}`))
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} else {
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// Cache MISS - spawn explore subagent
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const explorer = spawn_agent({
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message: `### MANDATORY FIRST STEPS
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1. Read: ~/.codex/skills/team-lifecycle/agents/explore-agent.md
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---
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## Exploration Task
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Explore codebase for: <topic>
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Focus angle: general
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Keywords: <seed-analysis-keywords>
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Session folder: <session-folder>
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`
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})
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const result = wait({ ids: [explorer], timeout_ms: 300000 })
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close_agent({ id: explorer })
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// Read exploration output
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explorationResult = JSON.parse(read_file(`${sessionDir}/explorations/explore-general.json`))
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}
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```
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4. Extract codebase context from exploration result:
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- tech_stack
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- architecture_patterns
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- conventions
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- integration_points
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- relevant_files
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**When no project detected**: Set codebase_context = null, continue to Phase 4.
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**Output**: codebase_context object or null.
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---
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### Phase 4: Context Packaging + Inline Discuss
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**Objective**: Generate spec-config.json and discovery-context.json, then run DISCUSS-001.
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#### 4a: Context Packaging
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**spec-config.json** -> `<session-folder>/spec/spec-config.json`:
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| Field | Source | Description |
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|-------|--------|-------------|
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| session_id | Task message | Session identifier |
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| topic | Phase 1 | Original topic text |
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| status | Fixed | "research_complete" |
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| complexity | Phase 2 seed analysis | Complexity assessment |
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| depth | Phase 2 seed analysis | Derived from complexity |
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| focus_areas | Phase 2 seed analysis | Exploration dimensions |
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| mode | Fixed | "interactive" |
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**discovery-context.json** -> `<session-folder>/spec/discovery-context.json`:
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| Field | Source | Description |
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|-------|--------|-------------|
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| session_id | Task message | Session identifier |
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| phase | Fixed | 1 |
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| seed_analysis | Phase 2 | All seed analysis fields |
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| codebase_context | Phase 3 | Codebase context object or null |
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| recommendations | Derived | Recommendations based on analysis |
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**design-intelligence.json** -> `<session-folder>/analysis/design-intelligence.json` (UI mode only):
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| Detection | Condition |
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|-----------|-----------|
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| UI mode | Frontend keywords detected in seed_analysis (e.g., "UI", "dashboard", "component", "frontend", "React", "CSS") |
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| Field | Description |
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|-------|-------------|
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| industry | Target industry vertical |
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| style_direction | Visual design direction |
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| ux_patterns | UX patterns to apply |
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| color_strategy | Color palette approach |
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| typography | Typography guidelines |
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| component_patterns | Component architecture patterns |
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Write all JSON files to their respective paths.
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#### 4b: Inline Discuss (DISCUSS-001)
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After packaging, spawn discuss subagent (Pattern 2.8):
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```javascript
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const critic = spawn_agent({
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message: `### MANDATORY FIRST STEPS
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1. Read: ~/.codex/skills/team-lifecycle/agents/discuss-agent.md
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## Multi-Perspective Critique: DISCUSS-001
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### Input
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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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- Session: <session-folder>
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- Discovery Context: <session-folder>/spec/discovery-context.json
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`
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})
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const result = wait({ ids: [critic], timeout_ms: 120000 })
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close_agent({ id: critic })
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```
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**Discuss result handling**:
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| Verdict | Severity | Action |
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|---------|----------|--------|
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| consensus_reached | - | Include action items in report, proceed to output |
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| consensus_blocked | HIGH | Flag in output with structured consensus_blocked format for orchestrator. Do NOT self-revise. |
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| consensus_blocked | MEDIUM | Include warning in output. Proceed normally. |
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| consensus_blocked | LOW | Treat as consensus_reached with notes. |
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**consensus_blocked output format**:
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```
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[analyst] RESEARCH-001 complete. Discuss DISCUSS-001: consensus_blocked (severity=<severity>)
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Divergences: <top-3-divergent-points>
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Action items: <prioritized-items>
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Recommendation: <revise|proceed-with-caution|escalate>
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Artifact: <session-folder>/spec/discovery-context.json
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Discussion: <session-folder>/discussions/DISCUSS-001-discussion.md
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```
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---
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## Inline Subagent Calls
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This agent spawns two utility subagents during its execution:
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### Explore Subagent (Phase 3)
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**When**: After seed analysis, when project files detected
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**Agent File**: `~/.codex/skills/team-lifecycle/agents/explore-agent.md`
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**Pattern**: 2.9 (Cache-Aware Exploration)
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See Phase 3 code block above. Cache is checked before spawning. If cache hit, the spawn is skipped entirely.
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### Discuss Subagent (Phase 4b)
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**When**: After context packaging (spec-config.json + discovery-context.json written)
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**Agent File**: `~/.codex/skills/team-lifecycle/agents/discuss-agent.md`
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**Pattern**: 2.8 (Inline Subagent)
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See Phase 4b code block above.
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### Result Handling
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| Result | Severity | Action |
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|--------|----------|--------|
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| consensus_reached | - | Integrate action items into report, continue |
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| consensus_blocked | HIGH | Include in output with severity flag for orchestrator. Do NOT self-revise. |
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| consensus_blocked | MEDIUM | Include warning, continue |
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| consensus_blocked | LOW | Treat as reached with notes |
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| Timeout/Error | - | Continue without utility result, log warning in output |
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---
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## Cache-Aware Execution
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Before performing codebase exploration, check shared cache (Pattern 2.9):
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```javascript
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const cacheFile = `<session-folder>/explorations/cache-index.json`
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let cacheIndex = {}
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try { cacheIndex = JSON.parse(read_file(cacheFile)) } catch {}
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const angle = 'general'
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const cached = cacheIndex.entries?.find(e => e.angle === angle)
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if (cached) {
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// Cache HIT - read cached result, skip exploration spawn
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const result = JSON.parse(read_file(`<session-folder>/explorations/${cached.file}`))
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// Use cached result for codebase context...
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} else {
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// Cache MISS - spawn explore subagent, result cached by explore-agent
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const explorer = spawn_agent({
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message: `### MANDATORY FIRST STEPS
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1. Read: ~/.codex/skills/team-lifecycle/agents/explore-agent.md
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---
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Explore codebase for: <topic>
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Focus angle: general
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Keywords: <seed-analysis-keywords>
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Session folder: <session-folder>`
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})
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const result = wait({ ids: [explorer], timeout_ms: 300000 })
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close_agent({ id: explorer })
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// Read exploration output from file...
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}
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```
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**Cache Rules**:
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| Condition | Action |
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|-----------|--------|
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| Exact angle match | Return cached result |
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| No match | Execute exploration, cache result |
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| Cache file missing but index entry exists | Remove stale entry, re-explore |
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| Session-scoped | No cross-session invalidation needed |
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---
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## Structured Output Template
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```
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## Summary
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- [analyst] <task-id> complete.
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## Seed Analysis
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- Complexity: <complexity-assessment>
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- Problem Statement: <problem-statement>
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- Target Users: <target-users-list>
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- Domain: <domain>
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- Exploration Dimensions: <dimensions-list>
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## Codebase Context
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- Project detected: yes/no
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- Tech stack: <tech-stack> (or N/A)
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- Architecture patterns: <patterns> (or N/A)
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- File count explored: <count> (or N/A)
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## Discuss Verdict (DISCUSS-001)
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- Consensus: reached / blocked
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- Severity: <HIGH|MEDIUM|LOW> (if blocked)
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- Average Rating: <avg>/5
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- Key Action Items:
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1. <item>
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2. <item>
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3. <item>
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- Discussion Record: <session-folder>/discussions/DISCUSS-001-discussion.md
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## Output Paths
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- spec-config.json: <session-folder>/spec/spec-config.json
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- discovery-context.json: <session-folder>/spec/discovery-context.json
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- design-intelligence.json: <session-folder>/analysis/design-intelligence.json (if UI mode)
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## Open Questions
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1. <question> (if any)
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```
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---
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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 analysis of topic content without CLI |
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| Codebase detection failed | Continue as new project (codebase_context = null) |
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| Topic too vague | Report with clarification questions in Open Questions |
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| Explore subagent fails | Continue without codebase context, log warning in output |
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| Explore subagent timeout | Close agent, continue without codebase context |
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| Discuss subagent fails | Proceed without discuss, log warning in output |
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| Discuss subagent timeout | Close agent, proceed without discuss verdict |
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| File write failure | Report error, output partial results with clear status |
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| Topic file not found | Report in Open Questions, continue with available text |
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| Session folder missing | Create session folder structure before writing |
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Reference in New Issue
Block a user