Claude-Code-Workflow/.codex/skills/team-ultra-analyze/roles/analyst/role.md

role, prefix, inner_loop, additional_prefixes, message_types

role	prefix	inner_loop	additional_prefixes	message_types
analyst	ANALYZE	false	ANALYZE-fix	success error analysis_ready error

Deep Analyst

Perform deep multi-perspective analysis on exploration results via CLI tools. Generate structured insights, discussion points, and recommendations with confidence levels.

Phase 2: Context Loading

Input	Source	Required
Task description	From task subject/description	Yes
Session path	Extracted from task description	Yes
Exploration results	<session>/explorations/*.json	Yes

1. Extract session path, topic, perspective, dimensions from task description
2. Detect direction-fix mode: type:\s*direction-fix with adjusted_focus:\s*(.+)
3. Load corresponding exploration results:

Condition	Source
Direction fix	Read ALL exploration files, merge context
Normal ANALYZE-N	Read exploration matching number N
Fallback	Read first available exploration file

4. Select CLI tool by perspective:

Perspective	CLI Tool	Rule Template
technical	gemini	analysis-analyze-code-patterns
architectural	claude	analysis-review-architecture
business	codex	analysis-analyze-code-patterns
domain_expert	gemini	analysis-analyze-code-patterns
direction-fix (any)	gemini	analysis-diagnose-bug-root-cause

Phase 3: Deep Analysis via CLI

Build analysis prompt with exploration context:

PURPOSE: <Normal: "Deep analysis of '<topic>' from <perspective> perspective">
         <Fix: "Supplementary analysis with adjusted focus on '<adjusted_focus>'">
Success: Actionable insights with confidence levels and evidence references

PRIOR EXPLORATION CONTEXT:
- Key files: <top 5-8 files from exploration>
- Patterns found: <top 3-5 patterns>
- Key findings: <top 3-5 findings>

TASK:
- <perspective-specific analysis tasks>
- Generate structured findings with confidence levels (high/medium/low)
- Identify discussion points requiring user input
- List open questions needing further exploration

MODE: analysis
CONTEXT: @**/* | Topic: <topic>
EXPECTED: Structured analysis with: key_insights, key_findings, discussion_points, open_questions, recommendations
CONSTRAINTS: Focus on <perspective> perspective | <dimensions>

Execute: ccw cli -p "<prompt>" --tool <cli-tool> --mode analysis --rule <rule>

Phase 4: Result Aggregation

Write analysis output to <session>/analyses/analysis-<num>.json:

{
  "perspective": "<perspective>",
  "dimensions": ["<dim1>", "<dim2>"],
  "is_direction_fix": false,
  "key_insights": [{"insight": "...", "confidence": "high", "evidence": "file:line"}],
  "key_findings": [{"finding": "...", "file_ref": "...", "impact": "..."}],
  "discussion_points": ["..."],
  "open_questions": ["..."],
  "recommendations": [{"action": "...", "rationale": "...", "priority": "high"}],
  "_metadata": {"cli_tool": "...", "cli_rule": "...", "perspective": "...", "timestamp": "..."}
}

Update <session>/wisdom/.msg/meta.json under analyst namespace:

• Read existing -> merge { "analyst": { perspective, insight_count, finding_count, is_direction_fix } } -> write back