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skills-index

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UpdatedMay 30, 2026 at 16:48

Use when scanning this repository skill catalog and routing work to the correct skill group.

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MARUCIE/armature-agent

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SKILL.md

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Run any Skill with one click

description	Use when scanning this repository skill catalog and routing work to the correct skill group.
name	skills-index

SKILL.md - 技能群索引

AI-Fleet 技能群速查 | 29 Groups, 668 skills | 单一事实源: configs/skill-groups.json Cross-CLI: Claude Code / Codex / Gemini 均应在任务启动时读取本文件

架构 (2026-03-31 重构):

/ 命令只显示 Skill Group（组合技能），不显示个体 skill
个体 skill 存放在 _lib/ 目录（项目级 + 全局级），文件名为 SPEC.md
Group SKILL.md 充当路由器，按需加载 _lib/<skill-name>/SPEC.md

加载方式:

Claude Code: 自动加载（项目根目录 SKILL.md）
Codex: 通过 ~/.codex/instructions.md 引用，或项目根目录 SKILL.md；Codex 原生 skills 在 ~/.codex/skills/
Gemini: 通过 GEMINI.md 引用，或项目根目录 SKILL.md
同步机制: ai-tools-launcher.sh 的 ensure_agent_docs() 自动复制到项目目录

使用规则

先匹配 Skill Group：执行任务前先扫描下方 Skill Groups 表，激活最匹配的组（自动或显式）
组内选择：组激活后优先使用 core tier skill，按需加载 extended tier
选择优先级：Skill Group > 单一 Skill > Plugin > MCP > 手工步骤
记录选型：把选用的 group/skill 及原因记到 task_plan.md / notes.md

Skill Groups (Composite Skills)

单一事实源: configs/skill-groups.json | 最多同时激活 3 个组 | base 组始终活跃

Group ID	Name	Core Skills	Trigger Keywords	Est. Tokens
base	Base Essentials	planning-with-files, git-commit, verification-before-completion, code-review	(always active)	2800
frontend-dev	Frontend Development	frontend-design, react-best-practices, frontend-testing	frontend, React, dashboard, component	3500
design-system	Design System	design-taste-frontend, product-design, stitch-design-pipeline	design, redesign, brand, prototype, Stitch	3000
doc-styling	Document Styling	html-style-router	report, guide, briefing, analysis	2000
product	Product Management	brainstorming, ralph-wiggum, compliance-docs, stitch-design-pipeline, cognitive-skeleton	brainstorm, PRD, product, feature, prototype, mental model, 思维模型	4500
architecture	Architecture & Engineering	rpi-research -> rpi-plan -> rpi-implement (sequenced)	architecture, new feature, ADR	3500
research	Deep Research	deep-research, notebooklm, agent-reach, x-reader	research, SOTA, read article, fetch URL	2000
data	Data & Analytics	bigdata-core, bigdata-viz	data, ML, analytics, visualization	3000
devops	DevOps & Quality	git-commit, code-review, github-pr-creation, verification-before-completion	git, PR, review, deploy	3000
media	Media Production	video-constrict, remotion-best-practices	video, image, media, download	2500
skill-ops-pipeline	Agent & Skill Operations	skill-creator, creating-skills, skill-group-loop	skill creator, eval skill, optimize skill, migrate agent	3000
orchestration	Heavy Orchestration (Conductor)	conductor-go, conductor-orchestrator, conductor-evaluators, conductor-board	/go, conductor, board meeting, full orchestration	4000
device-automation	Device Automation	android-device-automation, ios-device-automation, desktop-computer-automation	android, ios, mobile, device, desktop automation	2500
browser-scraping	Browser & Scraping	browser-automation, chrome-bridge-automation, scrapling-crawler	scrape, crawl, Cloudflare, headless, Electron	2500
knowledge	Knowledge Management	obsidian-markdown, obsidian-bases	obsidian, vault, PDF, canvas, mind map	2000
automation	Workflow Automation	n8n-automation, ghost-os-automation	n8n, ghost os, 小红书, macOS automation	2500
market-strategy	Market Strategy & GTM	competitor-analysis, competitive-battlecard, gtm-strategy, cognitive-skeleton	GTM, market research, pricing, SWOT, growth, 芒格, framework	3000
frontend-polish	Frontend Polish	design-taste-frontend, redesign-existing-projects, jh3y-hover-cards	polish, 打磨, UI improvement, redesign	2500

Activation: auto-detect (task keyword match) | explicit ("use frontend-dev group") | task-type (SOP trigger)

Loop Execution (Multi-Skill PDCA)

Groups with execution.mode: "loop" in configs/skill-groups.json run their skills iteratively:

Group	Loop Skills	Gate	Max Iter
frontend-dev	frontend-design -> react-best-practices -> frontend-testing	`npx tsc --noEmit`	3
architecture	rpi-research -> rpi-plan -> rpi-implement	`ai check --json --no-tests`	3
product	brainstorming -> ralph-wiggum -> compliance-docs	completion_promise (PRD_COMPLETE)	2
skill-ops-pipeline	skill-creator -> creating-skills -> skill-group-loop	`registry_validator --groups --strict`	3
orchestration	conductor-go -> conductor-orchestrator -> conductor-evaluators	completion_promise (TRACK_COMPLETE)	5

Trigger: "group loop", "skill loop", "PDCA loop", "iterative improvement" Orchestrator: skill-group-loop skill (.claude/skills/skill-group-loop/SKILL.md)

Orchestration Mode Selection

场景	推荐模式	理由
单文件修改/小 bugfix	base (无组切换)	开销最低
中等功能 (1-3 文件)	architecture (RPI)	人工可控的三阶段
大型功能 (5+ 文件, 多依赖)	orchestration (Conductor)	自动 DAG 并行 + Board 审核 + 知识学习
多 Agent 并行 (独立任务)	Superset Desktop + 任意组	进程隔离 + worktree，每个 Agent 内部自选组

外部全局技能 (External Global Skills, ~/.claude/skills/)

安装到用户主目录的 Claude Skills（通过 npm exec -- skills add <user/repo> -a claude-code -g），不在 SKILL-MANIFEST.json 整合审计范围内，但参与 runtime 路由：

Skill	Source	Trigger	Routing Note
kami	tw93/kami v1.0.0 (2026-04-20, MIT)	resume / 简历 / letter / 信件 / portfolio / 作品集 / slides / 演示稿 / 一页纸 / 白皮书 + 羊皮纸衬线美学	补 `html-style-router` 正交轴：1 风格 × 6 模板。模板优先请求 → kami；风格优先请求 → html-style-router。详见 `outputs/reports/research-learning-swarm/2026-04-21-kami-learning-digest.md`
cc-design	ZeroZ-lab/cc-design (2026-04-21)	brand clone (Apple/Stripe/Vercel/Notion/Linear/Tesla/Airbnb/OpenAI…) / landing page / React prototype / UI mockup / slide deck / tweaks variant / Playwright design-verify	补三个正交轴：(1) 消费科技+开发者工具+汽车+fintech 的品牌克隆（`html-style-router` 只覆盖 editorial/consulting 12 风格，无 consumer tech）(2) React+Babel inline setup + Playwright 设计验证协议 (3) iOS/Android/macOS/browser frame 模板。68+ 品牌 via `getdesign.md` WebFetch on-demand（非 bundle）。比 `frontend-design`/`impeccable-design` 更具体（后两者仅哲学指引，无执行协议）

工作流与规划

Skill	目录	触发场景
cognitive-skeleton	layers/L3-intelligence/skills	决策/策略/风险/增长/问题分析，211 模型格栅（111 Munger + 100 PM），9 场景路由
planning-with-files	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	大型任务，需跨会话断点续传
workflow-router	layers/L3-intelligence/skills	任务场景路由，识别 scenario/scope/mode
engineering-protocol	layers/L3-intelligence/skills	最小 diff + 拓扑映射协议注入
ralph-loop	layers/L3-intelligence/skills, codex-skills	多轮自纠错直到完成承诺
ralph-wiggum	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	需求 -> 规划 -> 迭代闭环（AUDIENCE_JTBD）
brainstorming	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	创建功能/组件/修改行为前的需求探索
continue	.claude/skills/	跨会话恢复上下文
prompt-engineering-100	layers/L3-intelligence/skills	需求分析 -> 可执行提示词生成

代码工程

Skill	目录	触发场景
writing-plans	`skills/shared/`, `~/.codex/skills/`	编写实现计划
executing-plans	`skills/shared/`, `~/.codex/skills/`	执行实现计划
subagent-driven-development	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`	并行 SubAgent 实现
dispatching-parallel-agents	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`	2+ 独立任务并行分发
test-driven-development	layers/L3-intelligence/skills/skills/	TDD 实现
systematic-debugging	layers/L3-intelligence/skills/skills/	Bug/测试失败/异常排查
vibe-debug	layers/L3-intelligence/skills/skills/	自动化 TDD 调试流水线 (reproduce -> test -> fix-loop -> verify)
using-git-worktrees	`skills/shared/`, `~/.codex/skills/`	隔离 feature 工作
finishing-a-development-branch	`skills/shared/`, `~/.codex/skills/`	完成后合并/PR/清理
using-superpowers	`skills/shared/`, `~/.codex/skills/`	会话初始化，发现可用 skills

Git & GitHub

Skill	目录	触发场景
git-commit	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`	提交变更（Conventional Commits）
commit-helper	.claude/skills/	分析 diff 生成 commit message
github-pr-creation	`skills/shared/`, `~/.codex/skills/`	创建 PR
github-pr-merge	`skills/shared/`, `~/.codex/skills/`	合并 PR
github-pr-review	`skills/shared/`, `~/.codex/skills/`	处理 PR review 反馈
release-skills	.claude/skills/	通用发布工作流（自动检测版本文件/changelog，9 步发布，7 语言 changelog，baoyu-skills）

代码审查与质量

Skill	目录	触发场景
code-review	.claude/skills/	代码质量/安全/可维护性审查
requesting-code-review	`skills/shared/`, `~/.codex/skills/`	完成任务后请求审查
receiving-code-review	`skills/shared/`, `~/.codex/skills/`	收到审查反馈时
verification-before-completion	`skills/shared/`, `~/.codex/skills/`	宣称完成前验证
creating-skills	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`	创建新 skill
writing-skills	`skills/shared/`, `~/.codex/skills/`	编写/编辑 skill
bug-hunt	~/.claude/skills/	对抗式 3-Agent Bug 狩猎（adversarial bug hunting）

前端与 UI

Skill	目录	触发场景
frontend-design	.claude/skills/	生产级前端界面设计
frontend-testing	.claude/skills/	前端性能/控制台/响应式/E2E 验证
react-best-practices	.claude/skills/	React/Next.js 性能优化
product-design	.claude/skills/	画布/原型/品牌资产
tanstack-start-dashboard	.claude/skills/	TanStack Start + shadcn/ui 后台脚手架
diceui	.claude/skills/	shadcn/ui 业务组件库
jh3y-hover-cards	.claude/skills/	CodePen hover blur 效果封装
valq-powerbi-planning	.claude/skills/	ValQ 风格规划组件/图表
ui-skills	codex-skills	UI 约束规则安装
web-interface-guidelines	codex-skills	Vercel Web 界面规范安装

数据与分析

Skill	目录	触发场景
bigdata-core	.claude/skills/	大规模数据处理（Polars/Dask/Vaex）
bigdata-ml	.claude/skills/	ML 训练/部署（sklearn/PyTorch/Transformers）
bigdata-viz	.claude/skills/	数据可视化（Matplotlib/Seaborn/Plotly）
excel-analysis	.claude/skills/	Excel/CSV 分析与处理

算法与研究

Skill	目录	触发场景
algo-core	.claude/skills/	图算法/符号数学/优化/仿真/概率编程
algo-dl	.claude/skills/	深度学习（PyTorch/Transformers/GNN/RL）
karpathy-autoresearch	.claude/skills/	自动迭代实验框架（Karpathy 方法论，ML 训练/调参/代码优化）
research-paper-writing	~/.claude/skills/	ML/CV/NLP 学术论文写作（详细技能集）

产品管理 (PM Skills Marketplace, phuryn/pm-skills)

Discovery -- 产品发现

Skill	目录	触发场景
brainstorm-ideas-new	.claude/skills/	新产品创意发散（多视角）
brainstorm-ideas-existing	.claude/skills/	已有产品创意发散
identify-assumptions-new	.claude/skills/	新产品假设识别（8 类风险）
identify-assumptions-existing	.claude/skills/	已有产品假设识别
prioritize-assumptions	.claude/skills/	假设优先级（Impact x Risk 矩阵）
brainstorm-experiments-new	.claude/skills/	新产品实验设计（pretotype）
brainstorm-experiments-existing	.claude/skills/	已有产品实验设计
opportunity-solution-tree	.claude/skills/	OST 机会方案树（Teresa Torres）
interview-script	.claude/skills/	用户访谈脚本（JTBD 探询）
summarize-interview	.claude/skills/	访谈摘要结构化
analyze-feature-requests	.claude/skills/	需求分析与优先级排序
metrics-dashboard	.claude/skills/	指标看板设计
prioritize-features	.claude/skills/	功能优先级（9 种框架）

Strategy -- 产品战略

Skill	目录	触发场景
product-vision	.claude/skills/	产品愿景构建
product-strategy	.claude/skills/	产品战略（9 section）
value-proposition	.claude/skills/	价值主张设计（6 部分 JTBD）
business-model	.claude/skills/	商业模式画布（BMC 9 模块）
lean-canvas	.claude/skills/	精益画布
startup-canvas	.claude/skills/	创业画布（Strategy + Lean 组合）
swot-analysis	.claude/skills/	SWOT 分析
pestle-analysis	.claude/skills/	PESTLE 宏观环境分析
porters-five-forces	.claude/skills/	波特五力分析
ansoff-matrix	.claude/skills/	安索夫矩阵（增长战略）
monetization-strategy	.claude/skills/	变现策略设计
pricing-strategy	.claude/skills/	定价策略分析

Execution -- 产品执行

Skill	目录	触发场景
create-prd	.claude/skills/	PRD 撰写（8 section）
brainstorm-okrs	.claude/skills/	OKR 构思
outcome-roadmap	.claude/skills/	结果导向路线图
sprint-plan	.claude/skills/	Sprint 规划
user-stories	.claude/skills/	用户故事（3C）
job-stories	.claude/skills/	Job Stories（JTBD 格式）
wwas	.claude/skills/	Why-What-Acceptance 格式 backlog
test-scenarios	.claude/skills/	测试场景生成
stakeholder-map	.claude/skills/	利益相关方地图（Power x Interest）
pre-mortem	.claude/skills/	事前验尸分析
retro	.claude/skills/	Sprint 回顾
release-notes	.claude/skills/	发布说明生成
summarize-meeting	.claude/skills/	会议纪要结构化
dummy-dataset	.claude/skills/	生成测试数据集
prioritization-frameworks	.claude/skills/	9 种优先级框架参考

Market Research -- 市场研究

Skill	目录	触发场景
user-personas	.claude/skills/	用户画像（3 personas + JTBD）
user-segmentation	.claude/skills/	用户分群
market-segments	.claude/skills/	市场细分
market-sizing	.claude/skills/	市场规模（TAM/SAM/SOM）
customer-journey-map	.claude/skills/	用户旅程地图
competitor-analysis	.claude/skills/	竞品分析
sentiment-analysis	.claude/skills/	情感分析

Data Analytics -- 数据分析

Skill	目录	触发场景
sql-queries	.claude/skills/	自然语言生成 SQL
cohort-analysis	.claude/skills/	留存/cohort 分析
ab-test-analysis	.claude/skills/	A/B 测试统计显著性分析

GTM -- 上市策略

Skill	目录	触发场景
beachhead-segment	.claude/skills/	登陆市场选择
ideal-customer-profile	.claude/skills/	ICP 定义
gtm-strategy	.claude/skills/	GTM 策略规划
gtm-motions	.claude/skills/	GTM 动作类型（7 种）
growth-loops	.claude/skills/	增长飞轮设计
competitive-battlecard	.claude/skills/	竞争对手 Battlecard

Marketing -- 营销增长

Skill	目录	触发场景
marketing-ideas	.claude/skills/	营销创意（低成本）
positioning-ideas	.claude/skills/	定位差异化
value-prop-statements	.claude/skills/	价值主张文案
product-name	.claude/skills/	产品命名
north-star-metric	.claude/skills/	北极星指标定义

PM Toolkit -- 工具箱

Skill	目录	触发场景
review-resume	.claude/skills/	PM 简历审查
draft-nda	.claude/skills/	NDA 起草
privacy-policy	.claude/skills/	隐私政策起草
grammar-check	.claude/skills/	语法/逻辑/文风检查

文档与 PDF

Skill	目录	触发场景
pdf-processing	.claude/skills/	PDF 提取/填表/合并/转换
pdf-layout-analysis	.claude/skills/	PDF 版面分析（Docker 服务）
compliance-docs	.claude/skills/	合规文档/政策映射/审计报告
codegen-doc	~/.claude/skills/	代码生成文档（Code-to-Documentation）
md-report-summary	~/.claude/skills/	Markdown 报告摘要生成
paper-write	~/.claude/skills/	学术论文写作

知识管理

Skill	目录	触发场景
zread-introspection	layers/L3-intelligence/skills/skills/	Zread MCP 源码级自省，允许 OpenClaw 检索自身框架源码
obsidian-markdown	.claude/skills/	Obsidian 风格 Markdown（wikilinks/callouts）
obsidian-bases	.claude/skills/	Obsidian Bases（数据库视图）
json-canvas	.claude/skills/	JSON Canvas 文件（mind map/flowchart）
notebooklm	.claude/skills/, layers/L3-intelligence/skills	Google NotebookLM 查询

Web3 与量化交易

Skill	目录	触发场景
hyperx-trade	layers/L3-intelligence/skills/skills/	Hyperliquid 钱包分析、清算热图与自动化跟单 (Copy-Trading)

媒体与视频

Skill	目录	触发场景
video (registry)	layers/L3-intelligence/skills	一句话生成视频
video-constrict	.claude/skills/	视频压缩到目标大小
remotion-best-practices	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	Remotion 视频创作 + 短视频制作工作流
nanobanana-image-gen	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	Gemini Flash/Pro 图片生成/编辑（MCP）
downloadhd	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	54+ 平台视频/图片/音频下载（浏览器自动化）
surge	~/bin/surge	Go TUI 多线程下载管理器 (v0.6.10, 32 并发连接, 多镜像, 守护进程架构)
baoyu-translate	~/.claude/skills/	三模式翻译 (快速/标准/精修, 长文分块, 术语表, 7.1K stars)
makeownsrt	~/.claude/skills/	MKV 字幕提取 + 翻译
wechat-article-writer	~/.claude/skills/	微信公众号文章生成
excalidraw-diagram-skill	~/.claude/skills/	Excalidraw 图表生成
drawio-diagram	~/.claude/skills/	Draw.io 图表生成
codegen-diagram	~/.claude/skills/	代码生成图表（Code-to-Diagram）
pptgen-drawio	~/.claude/skills/	PPT 生成（含 Draw.io 图表）

设计资源

Skill	目录	触发场景
better-icons	.claude/skills/	200K+ 图标搜索（150+ collections: Lucide/Heroicons/Material Design 等，`npx better-icons search/get`）
canvas-design	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	画布级视觉艺术创作（海报/设计稿）
design-taste-frontend	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	反 AI Purple 前端设计（可调参数/反模式目录/硬件加速）
redesign-existing-projects	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	审计既有 UI 并升级为高端设计（不破坏功能）
stitch-design-pipeline	.claude/skills/	Google Stitch AI 原型设计流水线：PRD -> 多方案生成 -> AI 比稿 -> 选定 -> 前端代码
full-output-enforcement	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	强制完整输出（禁止 TODO/占位符/截断）
lobe-icons	.claude/skills/	LobeHub AI/LLM 模型图标
svglogo-icons	.claude/skills/	国内矢量 LOGO 图标库

自动化与集成

Skill	目录	触发场景
uxc-universal-cli	layers/L3-intelligence/skills/skills/	OpenAPI/GraphQL/MCP/gRPC 通用 API 渐进式发现与确定性调用
n8n-automation	.claude/skills/	n8n 工作流/Code 节点/表达式
osint-framework	.claude/skills/	OSINT 资源目录（合规模式）
agent-browser-electron	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	Electron 桌面应用 CDP 自动化
agent-browser-slack	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	Slack 桌面端 CDP 自动化
xiaohongshu-automation	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	小红书 CDP 自动发帖/搜索/评论/分析
superset (desktop)	/Applications/Superset.app	并行 AI Agent 管理器 (git worktree, Claude Code/Codex/OpenCode, Electron TUI)
claude-conductor (CLI)	npm global	Claude Code 文档框架 (CONDUCTOR.md/ARCHITECTURE.md/BUILD.md 自动生成)
cli-relay	bin/cli-relay, layers/L3-intelligence/skills/skills/	本地 AI CLI 代理服务器 (localhost:8317, OAuth+APIKey, 多 Provider 负载均衡/故障转移)
claude-to-im	~/.claude/skills/	Claude Code 远程 IM 桥接 (Telegram/Discord/飞书, 流式预览, 权限控制)
agentic-seo	~/.claude/skills/	SEO 分析（12 子技能 + 6 专家 Agent）
apify-competitor-intelligence	~/.claude/skills/	竞品分析（via Apify）
apify-trend-analysis	~/.claude/skills/	趋势追踪（Google/IG/FB/YT/TikTok, via Apify）
apify-ultimate-scraper	~/.claude/skills/	通用 AI 爬虫（via Apify）
trends24	~/.claude/skills/	Twitter/X 热搜趋势（Trends24）
x-tweet-fetcher	~/.claude/skills/	Twitter/X 推文抓取（无需 API Key，v1.6.3）
grok-search	~/.claude/skills/	xAI Grok 实时 Web + X/Twitter 搜索（server-side tools, 结构化 JSON + citations）
grok-twitter-search	~/.claude/skills/	xAI Grok Twitter 专用智能搜索
tavily-search	~/.claude/skills/	Tavily API 搜索（AI 增强结果，深度搜索，域名过滤）
multi-search-engine	~/.claude/skills/	17 引擎集成搜索（百度/微信/Google/DuckDuckGo/WolframAlpha，无需 API Key）
web-multi-search	~/.claude/skills/	多引擎并行 Web 搜索
wechat-article-search	~/.claude/skills/	微信公众号文章全文 + 图片提取
bestblogs-daily-digest	~/.claude/skills/	BestBlogs.dev 每日早报（7 API 并行，AI Top 10 筛选，3 种输出格式）
qiaomu-mondo-poster-design	~/.claude/skills/	一句话生成大师级海报/封面设计（Mondo 风格，需 Nanobanana Pro API）

安全与取证

Skill	目录	触发场景
wechat-decrypt	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	微信 v4.0 数据库解密/消息搜索/实时监控（Windows）
vphone-cli	`skills/shared/`, `~/.claude/skills/`, `~/.codex/skills/`, `~/.gemini/skills/`	Apple Silicon 虚拟 iPhone（iOS 26 安全研究）

浏览器与测试自动化

Skill	目录	触发场景
agent-fetch	.claude/skills/	L4 HTTP 结构化数据提取（Readability/JSON-LD/Next.js/WordPress API/text-density，CSS selector，proxy）
scrapling-crawler	.claude/skills/	反爬虫/Cloudflare bypass 爬取（Scrapling v0.4.1，StealthyFetcher + Camoufox）
ghost-os-automation	.claude/skills/	L3 macOS 桌面自动化（AX Tree 29 MCP tools，任意 macOS 应用交互，10-20x token 省）
playwright-interactive	~/.claude/skills/	Playwright 持久会话 UI 调试 (OpenAI curated, js_repl, Electron 支持)
playwright-codex	~/.claude/skills/	Playwright 浏览器自动化 (导航/表单/截图/数据提取)
chrome-devtools-mcp	MCP (user-level)	Google 官方 Chrome DevTools MCP -- 浏览器调试/性能分析/无障碍审计/网络监控 (CDP, Puppeteer)
screenshot-codex	~/.claude/skills/	桌面/窗口/区域截图 (OpenAI curated)
security-best-practices	~/.claude/skills/	安全最佳实践审查 (OpenAI curated, 语言/框架特定)

Agent 运维与学习 (from ECC 63.8K stars)

Skill	目录	触发场景
strategic-compact	~/.claude/skills/	策略性 compact (hook 计数 50 次工具调用后建议, 逻辑边界压缩)
continuous-learning-v2	~/.claude/skills/	持续学习 v2.1 (项目隔离 instinct, 置信度评分, 自动进化为 skill)
search-first	~/.claude/skills/	先搜索后编码 (调用 researcher agent 查找现有工具/库/模式)
verification-loop	~/.claude/skills/	验证循环 (编辑后自动检查, 构建/lint/测试闭环)
enterprise-agent-ops	~/.claude/skills/	企业级 Agent 运维 (可观测性/安全边界/生命周期管理)
skill-prompt-convert	~/.claude/skills/	Skill 转 Prompt 转换器

质量与运维

Skill	目录	触发场景
ecc-hooks	layers/L3-intelligence/skills/skills/	ECC 全生命周期钩子引擎 (Pre/PostToolUse 拦截假死/自动格式化/防失忆)
postmortem (registry)	layers/L3-intelligence/skills	事故尸检 + 回归触发器
reflection (registry)	layers/L3-intelligence/skills	阶段性反思与沉淀
agent-eval-system (registry)	layers/L3-intelligence/skills	Agent 可审计评估框架

多智能体编排

Skill	目录	触发场景
self-improving-agent	layers/L3-intelligence/skills/skills/	自我进化/记忆增强 (捕获偏好与避免重复踩坑)
agent-teams-swarm (registry)	layers/L3-intelligence/skills	Agent Teams 蜂群编排
multi-agent-orchestration (registry)	layers/L3-intelligence/skills/skills/	多智能体双脑协作规划 (PM2并发执行/Symphony/Harness)
conductor-orchestrator	layers/L3-intelligence/skills/skills/	Multi-agent orchestration v3 (/go goal-driven, parallel workers, Board of Directors, 42 skills + 22 commands)
skill-group-loop	.claude/skills/	组合技能循环引擎 (Multi-Skill PDCA, 组内技能轮流执行直到质量门禁通过)

RPI 三阶段

Skill	目录	触发场景
rpi-research	.claude/skills/	Phase 1: 可行性研究（GO/NO-GO）
rpi-plan	.claude/skills/	Phase 2: 实现规划（PM + UX + 工程）
rpi-implement	.claude/skills/	Phase 3: 分阶段实现 + 验证门禁

DNA Capsules

Capsule ID	类型	Tags
cli-supervisor	openclaw-skill	ops, tmux, agents
dna-inheritance	openclaw-skill	dna, skills, inheritance
openclaw-best-practices	openclaw-skill	openclaw, security, memory, model-routing
agentic-engineering-ceo-mode	openclaw-skill	agentic-engineering, closed-loop, guardrails

快速查找

# 按关键词搜索 skill
ai dna search "<keyword>"

# 查看注册表
cat layers/L3-intelligence/skills/skills/skills-registry.json | python3 -c "
import json, sys
for k, v in json.load(sys.stdin)['skills'].items():
    if '<keyword>' in str(v): print(f'{k}: {v[\"name\"]}')"

# 列出所有 Claude Code skills
ls .claude/skills/

# 列出所有跨 Agent skills
ls ~/.gemini/skills/

配套文档（Cross-Reference）

文件	用途
CLAUDE.md	工作准则（单一事实源）
GLOSSARY.md	术语表与定义库（快速查词）
TOOLBOX.md	工具/接口/服务速查
AGENTS.md	角色协作规范

Maurice | maurice_wen@proton.me

description	Use when scanning this repository skill catalog and routing work to the correct skill group.
name	skills-index