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Dependency Health	Outdated packages, vulnerability count	過時套件、漏洞數量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Doc Debt	Undocumented APIs, outdated docs	未文件化 API、過時文件	JSDoc/TypeDoc scan
Dependency Debt	Outdated packages, known CVEs	過時套件、已知 CVE	npm audit/outdated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| Dependency Debt | 5 outdated | Critical | 4h | → stable |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

1. COLLECT - Gather raw metrics from tools and git history
2. ANALYZE - Compare against thresholds and historical trends
3. REPORT - Generate summary with actionable highlights
4. TREND - Show direction (improving / declining / stable)

---

1. 收集 - 從工具與 git 歷史收集原始指標
2. 分析 - 與閾值及歷史趨勢比較
3. 報告 - 產生含可行動重點的摘要
4. 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：/metrics

For complete AI agent behavior definition, see the corresponding command file: /metrics

License | 授權

CC BY 4.0