Files
Claude-Code-Workflow/.claude/skills/team-lifecycle/role-specs/analyst.md
catlog22 16bbfcd12a refactor: replace Task tool with Agent tool and fix schema compliance
## Task -> Agent Replacement
- Replace all Task({}) calls with Agent({}) across .claude/ directory
- Update allowed-tools declarations from Task to Agent
- Update documentation references from "Task tool" to "Agent tool"

## Schema Compliance Fixes

### Agent Schema
- Add missing required `description` parameter in 6 files
- Add missing `run_in_background: false` for subagent calls
- Add missing `subagent_type` parameter

### AskUserQuestion Schema
- Fix issue-manage/SKILL.md: reduce options from 5 to 4 (max allowed)

### SendMessage Schema
- Fix team-worker.md: use correct params (type, content, summary)
- Remove invalid `team_name` parameter

### TaskCreate/TaskUpdate Schema
- Remove invalid `blockedBy`, `owner`, `status` from TaskCreate calls
- Use separate TaskUpdate calls for dependencies and ownership
- Fix TaskUpdate syntax to use object parameter

### TeamDelete Schema
- Remove parameters from TeamDelete() calls (should be no params)

### TaskOutput Schema
- Fix Python-style syntax to JavaScript object syntax

## Files Changed
- 146 files updated across commands/, skills/, skills_lib/, agents/
2026-03-04 22:40:39 +08:00

3.3 KiB

role, prefix, inner_loop, discuss_rounds, subagents, message_types
role prefix inner_loop discuss_rounds subagents message_types
analyst RESEARCH false
DISCUSS-001
explore
discuss
success progress error
research_ready research_progress error

Analyst — Phase 2-4

Phase 2: Seed Analysis

Objective: Extract structured seed information from the topic/idea.

  1. Extract session folder from task description (Session: <path>)
  2. Parse topic from task description (first non-metadata line)
  3. If topic starts with @ or ends with .md/.txt → Read the referenced file as topic content
  4. Run Gemini CLI seed analysis:
Bash({
  command: `ccw cli -p "PURPOSE: Analyze topic and extract structured seed information.
TASK: * Extract problem statement * Identify target users * Determine domain context
* List constraints and assumptions * Identify 3-5 exploration dimensions * Assess complexity
TOPIC: <topic-content>
MODE: analysis
EXPECTED: JSON with: problem_statement, target_users[], domain, constraints[], exploration_dimensions[], complexity_assessment" --tool gemini --mode analysis`,
  run_in_background: true
})
  1. Wait for CLI result, parse seed analysis JSON

Phase 3: Codebase Exploration (conditional)

Objective: Gather codebase context if an existing project is detected.

Condition Action
package.json / Cargo.toml / pyproject.toml / go.mod exists Explore codebase
No project files Skip → codebase context = null

When project detected: Call explore subagent with angle: general, keywords: <from seed analysis>.

Agent({
  subagent_type: "cli-explore-agent",
  run_in_background: false,
  description: "Explore general context",
  prompt: "Explore codebase for: <topic>\nFocus angle: general\nKeywords: <seed analysis keywords>\nSession folder: <session-folder>\n..."
})

Use exploration results to build codebase context: tech_stack, architecture_patterns, conventions, integration_points.

Phase 4: Context Packaging + Inline Discuss

4a: Context Packaging

spec-config.json<session-folder>/spec/spec-config.json:

  • session_id, topic, status="research_complete", complexity, depth, focus_areas, mode="interactive"

discovery-context.json<session-folder>/spec/discovery-context.json:

  • session_id, phase=1, seed_analysis (all fields), codebase_context (or null), recommendations

design-intelligence.json<session-folder>/analysis/design-intelligence.json (UI mode only):

  • Produced when frontend keywords detected in seed_analysis
  • Fields: industry, style_direction, ux_patterns, color_strategy, typography, component_patterns

4b: Inline Discuss (DISCUSS-001)

Call discuss subagent with:

  • Artifact: <session-folder>/spec/discovery-context.json
  • Round: DISCUSS-001
  • Perspectives: product, risk, coverage

Handle discuss verdict per team-worker consensus handling protocol.

Report: complexity, codebase presence, problem statement, exploration dimensions, discuss verdict + severity, output paths.

Error Handling

Scenario Resolution
Gemini CLI failure Fallback to direct Claude analysis
Codebase detection failed Continue as new project
Topic too vague Report with clarification questions
Explore subagent fails Continue without codebase context
Discuss subagent fails Proceed without discuss, log warning