Skill Stocktake
Audit AGF's internal skills for content quality and relevance.
Installation
- Make sure Claude is on your device and in your terminal.
Skills load from
~/.claude/skills/when Claude Code starts up — so you need it on your machine first. If you don't have it yet, install it once with the command below, then runclaudein any terminal to verify.One-time setupnpm i -g @anthropic-ai/claude-codeAlready have it? Skip ahead.
- Paste into Claude Code or into your terminal.
This copies the whole skill folder into
~/.claude/skills/agf-skill-stocktake-pcliangx/— the SKILL.md plus any scripts, reference docs, or templates the skill ships with. Safe default: works for every skill.Faster alternative (instruction-only skills)
Skips the clone and grabs only the SKILL.md file. Don't use this if the skill ships Python scripts, reference markdowns, or asset templates — they won't be downloaded and the skill will fail when it tries to load them.
Quick install (SKILL.md only)Sign up to copy - Restart Claude Code.
Quit and reopen Claude Code (or any other agent that loads from
~/.claude/skills/). New skills are picked up on startup. - Just ask Claude.
Skills auto-activate when your request matches the skill's description — no slash command needed. Trigger phrases live in the skill's own frontmatter; you can read them in the “What this skill does” section above.
Prefer to read the source first? Open on GitHub.
When Claude uses it
Use when PL / tech-lead audits the content quality of AGF's own skills (`.claude/skills/agf-*/SKILL.md`). Provides the 5-dimension checklist (Actionability / Scope fit / Uniqueness vs CLAUDE.md+standards / Currency of pointers / Gate-binding validity), 5-verdict rubric (Keep/Improve/Update/Retire/Merge), reason-quality bar (反敷衍), and output skeleton. Triggered each MINOR release retro or manually.
What this skill does
Skill Stocktake(AGF 自有 skill 内容质量审计)
Use this skill when:
- MINOR release retro 时审 AGF 自有 skill 是否腐化
- 手动盘点 skill 质量(感觉 skill 集膨胀 / 指针过期 / 内容重叠)
- 新增 / 删除 skill 后回归一次确保无重叠
What it is — and is not
Skill Stocktake 审计 AGF 自有治理型 skill 的内容质量——不是语法(lint-all.sh 管)、不是 SSOT drift(gen-roles.py --check 管)。它审 skill 是否仍 actionable / scope-fit / unique / 指针新鲜 / 绑定有效 gate。
不审:第三方 skill(docx / pptx,Anthropic 提供,非 AGF 治理资产)。
Scope
.claude/skills/agf-*/SKILL.md。以 ls .claude/skills/agf-*/SKILL.md 实际为准,不在文档硬编码计数(守 verified-facts.md 纪律)。
5 维 checklist(每 skill 逐条核)
AGF 在 ECC 4 维上加 1 维 Gate 绑定(AGF 治理型 skill 的核心——每个 agf-* 都该绑一个受治理流程 + gate):
- Actionability:有可立即执行的步骤 / 命令 / 代码示例(不是空泛原则)
- Scope fit:name / trigger(description)/ 内容对齐,不过宽不过窄
- Uniqueness:内容不被
CLAUDE.md/standards// 另一 skill 替代(守 SSOT,不重复) - Currency(指针新鲜度):引用的
CLAUDE.md/standards/*.md/docs/adr/*.md路径仍存在 + 内容同步(用rg/[ -f ]验路径,抽查引用内容是否漂移) - Gate 绑定有效性(AGF 特有):skill 是否仍绑一个有效 gate / SSOT 命令(如
agf-deploying-uat绑部署门 +/agf-deploy-uat;agf-writing-change绑变更文件夹 +agf-spec-validate)。无 gate 的 skill 要么是知识型(说明)要么是孤儿(候选 Retire)
5 档 verdict
| Verdict | 含义 |
|---|---|
| Keep | 5 维全过,仍有效 |
| Improve | 值得保留但需具体改进(指明哪段 / 什么改 / 目标规模) |
| Update | 引用的技术 / 路径过期(rg / WebSearch 验证后更新) |
| Retire | 低质量 / 过时 / cost-asymmetric(说明什么覆盖了它) |
| Merge into [X] | 与另一 skill 重叠(指明目标 + 整合什么内容) |
Reason 质量要求(反敷衍)
评估是整体 AI 判断(非数值 rubric)。但 reason 字段必须自包含、可决策:
- ❌ 不写 "unchanged" / "overlaps with X" 这种空话
- ✅ Retire:(1) 发现什么具体缺陷 (2) 什么覆盖了同一需求
- Bad:
"Superseded" - Good:
"agf-writing-prd 已 v6.9.0 弃用,agf-writing-change 覆盖全部场景 + delta + archive;无独有内容残留"
- Bad:
- ✅ Merge:目标 skill + 整合什么内容
- ✅ Improve:哪段、什么改、目标规模
- ✅ Keep(仅 mtime 改):重述原 verdict 依据,不写 "unchanged"
流程
1. Inventory
ls .claude/skills/agf-*/SKILL.md
2. 逐 skill 评估
对每个 skill:Read SKILL.md → 5 维核对 → 填 verdict + reason。
Currency 维必须验路径(静默腐化高发点):
# 验 skill 引用的路径存在
rg -oE '\[.*?\]\(([^)]+)\)' .claude/skills/agf-<name>/SKILL.md | ... # 抽链接
[ -f <引用路径> ] && echo OK || echo STALE
skill 数少(~15),一批跑完,不需要 chunk / resume(ECC 的 chunk 是为 261 skill 设计,AGF 裁剪掉)。
3. 输出
写 docs/reviews/skill-stocktake-<YYYY-MM-DD>.md:
- frontmatter(
reviewer/date/scope: agf-*/skill_count) - 汇总表(Skill | Verdict | Reason 一行)
- 按 verdict 分组详情
- 改进项(Improve / Update / Retire / Merge 的具体 action 清单)
4. PL 决策
Retire / Merge 涉及删 / 合 skill,PL 确认后才动(不自动删——守 agf-writing-change 变更门,删 skill 是 REMOVED Requirement 级变更)。Improve / Update 由 PL 派 maintainer 或 tech-lead 执行。
触发节奏
- 每 MINOR release retro:作为 retro 的可选步骤(见
agf-running-release-retro) - 手动:PL / tech-lead 觉得 skill 集膨胀 / 指针过期时随时跑
- PATCH 不跑:skill 腐化慢,MINOR 周期够
- MAJOR release 前:强烈建议跑一次(大版本是清理窗口)
Anti-patterns
- ❌ 把 stocktake 当 lint 跑(语法 / drift 是
lint-all.sh+gen-roles.py --check的事) - ❌ 审第三方 skill(
docx/pptx非 AGF 治理资产) - ❌ Retire / Merge 不经 PL 确认直接删 / 合(违反变更门)
- ❌ reason 写 "unchanged" / "overlaps"(反敷衍要求)
- ❌ 跳过 Currency 维的
rg验证(指针过期是静默腐化,不验 = 没审) - ❌ 硬编码 skill 计数(以
ls实际为准,守verified-facts.md)
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