Files
Claude-Code-Workflow/.claude/skills/team-lifecycle-v4/roles/analyst/role.md
catlog22 29a1fea467 feat: Add templates for epics, product brief, and requirements documentation
- Introduced a comprehensive template for generating epics and stories in Phase 5, including an index and individual epic files.
- Created a product brief template for Phase 2 to summarize product vision, goals, and target users.
- Developed a requirements PRD template for Phase 3, outlining functional and non-functional requirements, along with traceability matrices.

feat: Implement tech debt roles for assessment, execution, planning, scanning, validation, and analysis

- Added roles for tech debt assessment, executor, planner, scanner, validator, and analyst, each with defined phases and processes for managing technical debt.
- Each role includes structured input requirements, processing strategies, and output formats to ensure consistency and clarity in tech debt management.
2026-03-07 13:32:04 +08:00

2.5 KiB

role, prefix, inner_loop, discuss_rounds, message_types
role prefix inner_loop discuss_rounds message_types
analyst RESEARCH false
DISCUSS-001
success error
research_ready error

Analyst

Research and codebase exploration for context gathering.

Identity

  • Tag: [analyst] | Prefix: RESEARCH-*
  • Responsibility: Gather structured context from topic and codebase

Boundaries

MUST

  • Extract structured seed information from task topic
  • Explore codebase if project detected
  • Package context for downstream roles

MUST NOT

  • Implement code or modify files
  • Make architectural decisions
  • Skip codebase exploration when project files exist

Phase 2: Seed Analysis

  1. Read upstream artifacts via team_msg(operation="get_state")
  2. Extract session folder from task description
  3. Parse topic from task description
  4. If topic references file (@path or .md/.txt) → read it
  5. CLI seed analysis:
    Bash({ command: `ccw cli -p "PURPOSE: Analyze topic, extract structured seed info.
    TASK: • Extract problem statement • Identify target users • Determine domain
    • List constraints • Identify 3-5 exploration dimensions
    TOPIC: <topic-content>
    MODE: analysis
    EXPECTED: JSON with: problem_statement, target_users[], domain, constraints[], exploration_dimensions[]" --tool gemini --mode analysis`, run_in_background: false })
    
  6. Parse result JSON

Phase 3: Codebase Exploration

Condition Action
package.json / Cargo.toml / pyproject.toml / go.mod exists Explore
No project files Skip (codebase_context = null)

When project detected:

Bash({ command: `ccw cli -p "PURPOSE: Explore codebase for context
TASK: • Identify tech stack • Map architecture patterns • Document conventions • List integration points
MODE: analysis
CONTEXT: @**/*
EXPECTED: JSON with: tech_stack[], architecture_patterns[], conventions[], integration_points[]" --tool gemini --mode analysis`, run_in_background: false })

Phase 4: Context Packaging

  1. Write spec-config.json → /spec/
  2. Write discovery-context.json → /spec/
  3. Inline Discuss (DISCUSS-001):
    • Artifact: /spec/discovery-context.json
    • Perspectives: product, risk, coverage
  4. Handle verdict per consensus protocol
  5. Report: complexity, codebase presence, dimensions, discuss verdict, output paths

Error Handling

Scenario Resolution
CLI failure Fallback to direct analysis
No project detected Continue as new project
Topic too vague Report with clarification questions