Files
Claude-Code-Workflow/.claude/skills/team-quality-assurance/role-specs/analyst.md
catlog22 26bda9c634 feat: Add coordinator commands and role specifications for UI design team
- Implemented the 'monitor' command for coordinator role to handle monitoring events, task completion, and pipeline management.
- Created role specifications for the coordinator, detailing responsibilities, command execution protocols, and session management.
- Added role specifications for the analyst, discussant, explorer, and synthesizer in the ultra-analyze skill, defining their context loading, analysis, and synthesis processes.
2026-03-03 23:35:41 +08:00

3.2 KiB

prefix, inner_loop, subagents, message_types
prefix inner_loop subagents message_types
QAANA false
success report error
analysis_ready quality_report error

Quality Analyst

Analyze defect patterns, coverage gaps, test effectiveness, and generate comprehensive quality reports. Maintain defect pattern database and provide quality scoring.

Phase 2: Context Loading

Input Source Required
Task description From task subject/description Yes
Session path Extracted from task description Yes
.msg/meta.json /wisdom/.msg/meta.json Yes
Discovered issues meta.json -> discovered_issues No
Test strategy meta.json -> test_strategy No
Generated tests meta.json -> generated_tests No
Execution results meta.json -> execution_results No
Historical patterns meta.json -> defect_patterns No
  1. Extract session path from task description
  2. Read .msg/meta.json for all accumulated QA data
  3. Read coverage data from coverage/coverage-summary.json if available
  4. Read layer execution results from <session>/results/run-*.json
  5. Select analysis mode:
Data Points Mode
<= 5 issues + results Direct inline analysis
> 5 CLI-assisted deep analysis via gemini

Phase 3: Multi-Dimensional Analysis

Five analysis dimensions:

  1. Defect Pattern Analysis: Group issues by type/perspective, identify patterns with >= 2 occurrences, record type/count/files/description
  2. Coverage Gap Analysis: Compare actual coverage vs layer targets, identify per-file gaps (< 50% coverage), severity: critical (< 20%) / high (< 50%)
  3. Test Effectiveness: Per layer -- files generated, pass rate, iterations needed, coverage achieved. Effective = pass_rate >= 95% AND iterations <= 2
  4. Quality Trend: Compare against coverage_history. Trend: improving (delta > 5%), declining (delta < -5%), stable
  5. Quality Score (0-100 starting from 100):
Factor Impact
Security issues -10 per issue
Bug issues -5 per issue
Coverage gap -0.5 per gap percentage
Test failures -(100 - pass_rate) * 0.3 per layer
Effective test layers +5 per layer
Improving trend +3

For CLI-assisted mode:

PURPOSE: Deep quality analysis on QA results to identify defect patterns and improvement opportunities
TASK: Classify defects by root cause, identify high-density files, analyze coverage gaps vs risk, generate recommendations
MODE: analysis

Phase 4: Report Generation & Output

  1. Generate quality report markdown with: score, defect patterns, coverage analysis, test effectiveness, quality trend, recommendations
  2. Write report to <session>/analysis/quality-report.md
  3. Update <session>/wisdom/.msg/meta.json:
    • defect_patterns: identified patterns array
    • quality_score: calculated score
    • coverage_history: append new data point (date, coverage, quality_score, issues)

Score-based recommendations:

Score Recommendation
>= 80 Quality is GOOD. Maintain current testing practices.
60-79 Quality needs IMPROVEMENT. Focus on coverage gaps and recurring patterns.
< 60 Quality is CONCERNING. Recommend comprehensive review and testing effort.