AsiaOstrich Metrics Dashboard Assistant | 開發指標助手
Track development metrics, code quality indicators, and project health over time.
追蹤開發指標、程式碼品質指示器，以及專案隨時間的健康狀態。
Usage | 使用方式
| Command | Purpose | 用途 |
|---|---|---|
/metrics |
Run full project health check | 執行完整專案健康檢查 |
/metrics --quality |
Code quality metrics only | 僅程式碼品質指標 |
/metrics --debt |
Classified technical debt report | 分類技術債報告 |
/metrics --debt-trend |
Debt trend over time | 技術債趨勢 |
/metrics --test |
Test health metrics | 測試健康指標 |
/metrics src/ |
Scope to specific module | 限定特定模組範圍 |
Metric Categories | 指標類別
| Category | Metrics | 指標說明 |
|---|---|---|
| Code Quality | Complexity, duplication, lint warnings | 複雜度、重複率、lint 警告 |
| Test Health | Coverage %, pass rate, flaky count | 覆蓋率 %、通過率、不穩定測試數 |
| Commit Quality | Size, frequency, conventional format | 大小、頻率、格式合規 |
| Debt Tracking | TODO/FIXME counts, age of issues, debt classification | TODO/FIXME 數量、問題存在時間、債務分類 |
| Dependency Health | Outdated packages, vulnerability count | 過時套件、漏洞數量 |
Technical Debt Classification | 技術債分類
Based on SQALE methodology and ISO/IEC 25010 maintainability characteristics.
基於 SQALE 方法和 ISO/IEC 25010 維護性子特性。
| Category | What to Measure | 衡量項目 | Detection Method |
|---|---|---|---|
| Code Debt | TODO/FIXME, dead code, duplications | TODO/FIXME、死碼、重複 | Grep, lint |
| Test Debt | Uncovered modules, low coverage areas | 未覆蓋模組、低覆蓋區域 | Coverage report |
| Design Debt | Complexity hotspots (cyclomatic > 15), deep nesting | 複雜度熱點、深層巢狀 | Static analysis |
| Doc Debt | Undocumented APIs, outdated docs | 未文件化 API、過時文件 | JSDoc/TypeDoc scan |
| Dependency Debt | Outdated packages, known CVEs | 過時套件、已知 CVE | npm audit/outdated |
Debt Report Format | 債務報告格式
## Technical Debt Report
**Date**: YYYY-MM-DD | **Debt Density**: N items per 1K lines
### Summary
| Category | Count | Severity | Est. Fix Time | Trend |
|----------|-------|----------|---------------|-------|
| Code Debt | 42 | Medium | 21h | ↑ +5 |
| Test Debt | 15 modules | High | 30h | → stable |
| Design Debt | 3 hotspots | High | 16h | ↓ -1 |
| Doc Debt | 8 APIs | Low | 8h | ↑ +2 |
| Dependency Debt | 5 outdated | Critical | 4h | → stable |
**Total Estimated Remediation**: 79 hours
### Top Priority Items
1. [CRITICAL] CVE-2024-XXXX in lodash — fix: npm update
2. [HIGH] src/parser/ complexity 28 — fix: extract methods
3. [HIGH] src/payments/ 0% coverage — fix: add IT tests
Trend Tracking | 趨勢追蹤
Use --debt-trend to compare against previous snapshots.
使用 --debt-trend 與過去的快照比較。
User: /metrics --debt-trend
AI: Technical Debt Trend (last 3 months):
Code Debt: ████████░░ 42 (+5) ↑ increasing
Test Debt: ██████░░░░ 15 (0) → stable
Design Debt: ███░░░░░░░ 3 (-1) ↓ improving
Doc Debt: ████░░░░░░ 8 (+2) ↑ increasing
Dep Debt: ██░░░░░░░░ 5 (0) → stable
Overall: 73 items (was 67) — ⚠️ debt increasing
Quick Health Score | 快速健康分數
The health score is a weighted composite:
健康分數為加權組合：
| Factor | Weight | Ideal | 理想值 |
|---|---|---|---|
| Test coverage | 30% | >= 80% | >= 80% |
| Lint pass rate | 20% | 100% | 100% |
| TODO/FIXME density | 15% | < 1 per 1K lines | < 每千行 1 個 |
| Build success | 20% | 100% | 100% |
| Dependency freshness | 15% | < 3 months | < 3 個月 |
Score = sum(factor_score * weight)
Workflow | 工作流程
- COLLECT - Gather raw metrics from tools and git history
- ANALYZE - Compare against thresholds and historical trends
- REPORT - Generate summary with actionable highlights
- TREND - Show direction (improving / declining / stable)
- 收集 - 從工具與 git 歷史收集原始指標
- 分析 - 與閾值及歷史趨勢比較
- 報告 - 產生含可行動重點的摘要
- 趨勢 - 顯示方向（改善 / 衰退 / 穩定）
Usage Examples | 使用範例
User: /metrics
AI: Analyzing project health...
Code Quality: B+ (complexity avg 8.2, 0 lint errors)
Test Health: A (coverage 87%, 0 flaky tests)
Debt Tracking: C (42 TODOs, 3 FIXMEs)
Overall Score: 78/100 (Good)
User: /metrics --debt
AI: Technical Debt Summary:
TODO: 42 (12 in src/legacy/, 8 in src/utils/)
FIXME: 3 (all in src/parser/)
Oldest: 6 months (src/legacy/auth.js:45)
Trend: +5 since last month (increasing)
Next Steps Guidance | 下一步引導
After /metrics completes, the AI assistant should suggest:
指標分析完成。建議下一步 / Metrics analysis complete. Suggested next steps:
- 執行
/refactor處理高複雜度模組 ⭐ Recommended / 推薦 — Address high-complexity modules- 執行
/coverage改善低覆蓋率區域 — Improve low-coverage areas- 執行
/audit檢視安全與依賴問題 — Review security & dependency issues- 執行
/metrics --debt-trend追蹤技術債趨勢 — Track debt trend over time- 執行
/retrospective在回顧中討論技術債 — Discuss tech debt in retrospective
Version History | 版本歷史
| Version | Date | Changes | 變更 |
|---|---|---|---|
| 1.1.0 | 2026-03-26 | Add tech debt classification, SQALE quantification, trend tracking | 新增技術債分類、SQALE 量化、趨勢追蹤 |
| 1.0.0 | 2026-03-24 | Initial release | 初始版本 |
AI Agent Behavior | AI 代理行為
完整的 AI 行為定義請參閱對應的命令文件：
/metricsFor complete AI agent behavior definition, see the corresponding command file:
/metrics
License | 授權
CC BY 4.0