What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
ProcedureWordwill not run
软件产品经理/软件开发经理知识技能。当用户需要产品经理级别的专业支持时触发,包括: 需求分析、PRD撰写、产品设计、产品路线图规划、竞品分析、数据分析; 或用户询问产品经理职责、如何成为产品经理、产品经理技能要求; 或需要产品架构图、流程图、时序图、甘特图等 Mermaid 图表; 或需要从0到1输出PRD文档并自动生成可交互H5原型图; 或需要将PRD文档
- References files that are not bundled: references/icon-libraries/icon-sources.txt, references/h5-prototype/
- 21 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (5 tags): a typed call is more reliable
clawhub · ↓ 1 016 ★ 2
Procedurewill not run
- References files that are not bundled: references/REFERENCE.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/REFERENCE.md
clawhub · ↓ 1 015 ★ 2
Reference
Proactive self-monitoring of infrastructure, services, and health. Tracks disk/memory/load, service health, cron job status, recent errors. Auto-fixes safe issues. Triggers on: hea
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 631
ProcedureGitHubwill not run
- References files that are not bundled: LICENSE, scripts/check_hw.js, scripts/configure_providers.js
- The response is described with custom markup (5 tags): a typed call is more reliable
- 4 referenced file(s) missing: LICENSE, scripts/check_hw.js, scripts/configure_providers.js
clawhub · ↓ 2 579
Integrationwill not run
Multi-chain wallet and trading tools for AI agents. Provides 27 tools for: wallet management (create, balance, export keys), token swaps with flexible amounts ($100, 50%, max), cro
- References files that are not bundled: references/wallet-operations.md, references/trading-guide.md, references/market-analysis.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 580
Generatorwill not run
Generate AI images and videos with 25+ active models via Wuli.art open platform API. Use when creating images from text prompts, editing images with one or more references, generat
- References files that are not bundled: references/%E3%80%90%E5%91%9C%E5%93%A9Wuli%E3%80%91%E5%BC%80%E6%94%BE%E5%B9%B3%E5%8F%B0%20API%20%E6%96%87%E6%A1%A3.md
- 1 referenced file(s) missing: references/%E3%80%90%E5%91%9C%E5%93%A9Wuli%E3%80%91%E5%BC%80%E6%94%BE%E5%B9%B3%E5%8F%B0%20API%20%E6%96%87%E6%A1%A3.md
- Does not say what the result is
clawhub · ↓ 1 462 ★ 1
GeneratorGitHubwill not run
Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal des
- References files that are not bundled: attachment-name.png
- 1 referenced file(s) missing: attachment-name.png
- Does not say what the process needs to start
clawhub · ↓ 2 588
Procedure
分析源代码逻辑,生成 Mermaid 流程图或 SVG 架构图并渲染为 PNG 图片。官方 mermaid 渲染(与 Markdown 预览一致),支持 16 种主题、5 种视觉风格、语义图形体系和 40+ 产品图标。
- 11 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (6 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 1 904 ★ 1
Procedure
OceanBus-powered top-tier hospital specialist referral service for high-end medical insurance clients. Use when users need to search 1,600+ leading specialists across 7 cities by d
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 436 ★ 1
Generatorwill not run
Generate high-quality images from text descriptions.
- References files that are not bundled: URL
- 1 referenced file(s) missing: URL
- Does not say what the result is
clawhub · ↓ 1 394 ★ 1
Analyzer
Use eastmoney official website to perform conditional stock selection with natural language. Invoke when user asks to select stocks based on conditions, analyze market trends, or q
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 433 ★ 1
Procedure
- The response is described with custom markup (5 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 972
ReferenceGitHub
🇺🇸 Open-Source Marketing & GitHub Stars Growth System — Decision framework for each growth stage. Pre-launch readiness → Show HN / Reddit / Product Hunt launch → 6-month growth l
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 863
Analyzer
Evaluate an Audible daily promotion against Goodreads public score, optional Goodreads CSV shelves, optional freeform reading notes, optional delivery rules, and manual Want-to-Rea
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 601 ★ 1
Integrationwill not run
Controls and monitors ROS 2 robots directly via rclpy CLI. Use for ANY ROS 2 robot task: topics (subscribe, publish, capture images, find by type), services (list, call), actions (
- References files that are not bundled: scripts/ros2_*.py
- 1 referenced file(s) missing: scripts/ros2_*.py
- Does not say what the result is
clawhub · ↓ 1 403 ★ 1
Analyzer
Append-only, hash-chained audit log for AI agents. Records agent actions, tool calls, decisions, and external writes with provenance, timestamps, and sha256 chain integrity. Design
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 661
Generatorwill not run
Build a visual operating cockpit for an AI-native one-person company across promise, buyer, product, delivery, cash, learning, and assets. / 为 AI 一人公司建立可视化经营驾驶舱,覆盖价值承诺、买家、产品、交付、回款、
- References files that are not bundled: scripts/ensure_python_runtime.py
- 1 referenced file(s) missing: scripts/ensure_python_runtime.py
- Does not say what the result is
clawhub · ↓ 1 422 ★ 1
Procedure
Add persistent memory to any agent so it can remember prior work, maintain context across sessions, and continue long-running workflows.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- Does not say what the process needs to start
clawhub · ↓ 2 561
Procedurewill not run
夸克网盘官方(Quark Drive)Skill,用于文件上传/下载(支持断点续传)、文件分享与转存、转存分享更新查询、网盘文件搜索、批量重命名与整批撤销、相册整理、AI助手(文件总结与知识问答,支持万级文件)。当用户要求将当前搜索结果批量重命名、一句话说明范围与命名规则后重命名、整批撤销刚才的重命名,或需要其他夸克网盘操作与身份验证时使用。重要约束:get
- References files that are not bundled: references/file-rename.md, share_url, check_all_link
- 10 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (11 tags): a typed call is more reliable
clawhub · ↓ 1 565 ★ 3
AnalyzerPhotoshop
Control Adobe desktop apps - Photoshop, Illustrator, Premiere, After Effects, InDesign, Audition - from the shell via Flue, without an MCP server.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 649
Analyzerwill not run
Compile SKILL.md files into runtime artifacts (SKILL.struct.json and SKILL.toon), verify freshness/health, and prepare portable publish-ready skill folders for ClawHub-style regist
- References files that are not bundled: scripts/*
- 1 referenced file(s) missing: scripts/*
- Does not say what the result is
clawhub · ↓ 1 377 ★ 1
Reference
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
- Prose only: no discrete steps
clawhub · ↓ 3 113
ProcedureStripewill not run
UI设计风格选择器,从design-md风格库中选择合适的设计系统作为UI开发指导。支持50+知名品牌设计风格(Linear、Apple、Stripe、Vercel等)。**触发条件:用户必须明确指定设计风格**(如"用Linear风格设计"、"使用Apple风格创建页面"、"按Stripe风格重构")。也用于用户询问可用设计风格列表("列出所有风格"、"有
- References files that are not bundled: scripts/list-styles.sh, scripts/random-style.sh
- 2 referenced file(s) missing: scripts/list-styles.sh, scripts/random-style.sh
- Does not say what the result is
clawhub · ↓ 1 509 ★ 1
Analyzer
已安装 Skills 的安全审计工具。用于批量审计 Skills 的安全性,包括命令执行、网络访问、文件访问、数据泄露、依赖风险、提示词越权和触发条件检查。适用于用户提供 Skills 列表和文件内容时进行安全扫描、护栏审查、提示词越权审查或强化建议。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 565
ReferenceCloudflarewill not run
Manage Cloudflare DNS records, Tunnels (cloudflared), and Zero Trust policies. Use for pointing domains, exposing local services via tunnels, and updating ingress rules.
- References files that are not bundled: references/sudoers.example
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 2 665