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.
npx skills add https://github.com/pcliangx/AppGenesisForge --skill agf-skill-stocktake
Use this skill when:
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)。
.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)。
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):
CLAUDE.md / standards/ / 另一 skill 替代(守 SSOT,不重复)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)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)| 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) |
评估是整体 AI 判断(非数值 rubric)。但 reason 字段必须自包含、可决策:
"Superseded""agf-writing-prd 已 v6.9.0 弃用,agf-writing-change 覆盖全部场景 + delta + archive;无独有内容残留"ls .claude/skills/agf-*/SKILL.md
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 数量以 ls .claude/skills/agf-*/SKILL.md | wc -l 实际为准(一批跑完,不需要 chunk / resume;ECC 的 chunk 是为 261 skill 设计,AGF 裁剪掉)。
写 docs/reviews/skill-stocktake-<YYYY-MM-DD>.md:
reviewer / date / scope: agf-* / skill_count)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。
agf-running-release-retro)lint-all.sh + gen-roles.py --check 的事)docx / pptx 非 AGF 治理资产)rg 验证(指针过期是静默腐化,不验 = 没审)ls 实际为准,守 verified-facts.md)Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration
Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making.
> provider/change budget/修改卖家/修改预算/draft/草稿/我的任务/my tasks/what am I working on/关闭/取消任务/决策列表/decision list/指定服务商/browse (sender.role = COUNTERPARTY, not you); (3) literal "Read the okx-ai skill" (or legacy "Read the okx-agent-task skill") in the envelope.
Automate payer review of prior authorization (PA) requests. This skill should be used when users say "Review this PA request", "Process prior authorization for [procedure]", "Assess medical necessity", "Generate PA decision", or when processing clinical documentation for coverage policy validation and authorization decisions.
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.
Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.
Structured persuasion for tech leads, PMs, and founders—not activity logs. Five scenarios (kickoff, status update, wrap-up, investor pitch, solution selling) on one 5-part framework (Hook→Context→Proposal→Evidence→Ask). AI prompts for missing materials and audience context; pre-submit checklist. Claude Code plugin; Cursor, Codex, and chat via prompts.
Take pcliangx/agf-skill-stocktake from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.