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Refactor and optimize templates and code structure
- Deleted outdated templates for epics, product brief, and requirements PRD. - Introduced lazy loading for locale messages in i18n module to enhance performance. - Updated main application bootstrap to parallelize CSRF token fetching and locale loading. - Implemented code splitting for router configuration to optimize bundle size and loading times. - Added WebSocket connection limits and rate limiting to improve server performance and prevent abuse. - Enhanced input validation with compiled regex patterns for better performance and maintainability.
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catlog22
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# Role: analyst
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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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- **Name**: `analyst` | **Prefix**: `RESEARCH-*` | **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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- Only process RESEARCH-* tasks
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- Communicate only with coordinator
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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
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- Use shared explore subagent for codebase exploration (cache-aware)
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### MUST NOT
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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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## Message Types
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| Type | Direction | Trigger |
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|------|-----------|---------|
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| research_ready | -> coordinator | Research + discuss complete |
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| research_progress | -> coordinator | Long research progress update |
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| error | -> coordinator | Unrecoverable error |
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## Toolbox
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| Tool | Purpose |
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|------|---------|
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| ccw cli --tool gemini --mode analysis | Seed analysis |
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| Explore subagent | Codebase exploration (shared cache) |
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| discuss subagent | Inline DISCUSS-001 critique |
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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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**Workflow**:
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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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**Success**: Seed analysis parsed with problem statement, dimensions, complexity.
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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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| 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** (uses shared explore subagent):
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1. Report progress: "Seed analysis complete, starting codebase exploration"
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2. 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>
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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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```
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3. Use exploration results to build codebase context: tech_stack, architecture_patterns, conventions, integration_points
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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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- 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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- Consumed by architect (for design-tokens.json) and fe-developer
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### 4b: Inline Discuss (DISCUSS-001)
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After packaging, call discuss subagent:
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```
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Task({
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subagent_type: "cli-discuss-agent",
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run_in_background: false,
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description: "Discuss DISCUSS-001",
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prompt: `## 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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<rest of discuss subagent prompt from subagents/discuss-subagent.md>`
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})
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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 Phase 5 |
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| consensus_blocked | HIGH | Phase 5 SendMessage includes structured consensus_blocked format (see below). Do NOT self-revise. |
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| consensus_blocked | MEDIUM | Phase 5 SendMessage includes warning. Proceed normally. |
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| consensus_blocked | LOW | Treat as consensus_reached with notes. |
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**consensus_blocked SendMessage 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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**Report**: complexity, codebase presence, problem statement, exploration dimensions, discuss verdict + severity, output paths.
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**Success**: Both JSON files created; discuss record written; design-intelligence.json created if UI mode.
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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 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 in report |
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