Audit Assistant | 審計助手

SkillMonitoring & ops

[UDS] Diagnose UDS installation health and submit structured feedback upstream. Use when: .standards/ looks broken or out of sync, verifying manifest integrity, reporting friction with an existing UDS standard. Not for: auditing your own application code quality — use /metrics or /code-review; dependency and secret scanning — use /scan. Keywords: UDS audit, health check, manifest integrity, standards feedback, friction, 安裝健康, 標準稽核, 回饋.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Audit Assistant | 審計助手 skill

What this skill tells your AI

The instructions your AI receives, as published by asiaostrich/universal-dev-standards in skills/audit-assistant/SKILL.md and read by ahel’s review.

Language: English | 繁體中文

Version: 1.0.0 Last Updated: 2026-03-04

Diagnose UDS installation health, detect development patterns worth standardizing, identify friction with existing standards, and submit structured feedback to the UDS repository.

診斷 UDS 安裝健康狀態、偵測值得規範化的開發模式、識別與現有標準的摩擦點,並向 UDS 儲存庫提交結構化回饋。

Workflow | 工作流程

DIAGNOSE ──► ANALYZE ──► REPORT
診斷健康      分析模式      回報回饋

Phase 1: DIAGNOSE | 診斷

Run health check on UDS installation.

執行 UDS 安裝健康檢查。

CheckDescription檢查項目
.standards/ existsVerify directory and files驗證目錄與檔案
manifest.json validParse and validate manifest解析驗證 manifest
File integrityCompare hashes against manifest比對雜湊與 manifest
AI config referencesVerify AI config files reference .standards/驗證 AI 設定檔引用

Phase 2: ANALYZE | 分析

Detect patterns and friction points.

偵測模式與摩擦點。

AnalysisMethod分析方法
Directory patternsScan for known standard categories掃描已知標準類別
Commit patternsAnalyze recent 100 commits for recurring topics分析近 100 筆 commit
Modified standardsCompare file hashes (diff-based)比對檔案雜湊
Unused standardsCheck AI config references檢查 AI 設定引用
Orphaned filesFind untracked files in .standards/找出未追蹤檔案

Phase 3: REPORT | 回報

Submit findings as structured GitHub issue.

將發現以結構化 GitHub issue 提交。

MethodCondition方法
gh issue creategh CLI installedgh CLI 已安裝
Browser deeplinkFallback to pre-filled URL退回至預填 URL
Clipboard copyLast resort最終手段複製至剪貼簿

Usage | 使用方式

# Full audit (all layers)
uds audit

# Health check only
uds audit --health

# Pattern detection only
uds audit --patterns

# Friction detection only
uds audit --friction

# JSON output
uds audit --format json

# Summary only (for scripts)
uds audit --quiet

# Submit feedback interactively
uds audit --report

# Preview report without submitting
uds audit --report --dry-run

Integration with Other Skills | 與其他技能的整合

When suggested by other skills (e.g., /checkin, /commit, /code-review, /sdd), /audit can be invoked to:

當被其他技能建議時,/audit 可根據情境執行針對性的檢查:

ContextRecommended Command情境
After /checkin failure/audit --healthcheckin 失敗後診斷
After /commit/audit --report提交後回報發現
After /code-review finds friction/audit --friction審查發現摩擦時
After /sdd spec creation/audit --patterns規格建立後檢查覆蓋率

Next Steps | 後續步驟

After running audit:

FindingAction建議動作
Health ERROR ⭐ Recommended / 推薦Run uds init or uds check --restore執行修復指令
Pattern detectedConsider requesting new standard via --report考慮透過 --report 請求新標準
Modified standardReview if standard needs more flexibility檢視標準是否需要更多彈性
Unused standardConsider removing with uds uninstall考慮移除未使用標準

Related Standards | 相關規範

Version History | 版本歷史

VersionDateChanges
1.0.02026-03-04Initial release — three-layer audit system

License

CC BY 4.0 — See LICENSE for details.

Signals

GitHub stars
73
Forks
13
Last commit
Sep 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
audit-asiaostrich
Source
github.com/asiaostrich/universal-dev-standards