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.
Analyzerwill not run
会勇禾口王的AI笔记 · Agent Skill(SKILL.md)体检器。检查一个 Claude/Agent Skill 是否 符合"按需加载的指令包,不是单文件巨石"的最佳实践——评 description 触发质量、SKILL.md 篇幅、渐进披露(references/ 拆分)、脚本外置、可移植性(无硬编码绝对路径)、安全(无硬编码 密钥、宿主元数据
- References files that are not bundled: references/*.md
- 1 referenced file(s) missing: references/*.md
- Does not say what the result is
clawhub · ↓ 1 479
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网页文章一体化抓取存入Obsidian知识库。集成Playwright/Tavily/Firecrawl/Browser四种提取引擎,支持微信公众号/富途牛牛/雪球/通用网页,自动行业分类、导航清理、双层存储。统一替代wechat-article-extractor、wechat-mp-reader、article-to-obsidian三个技能。
- References files that are not bundled: url
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
clawhub · ↓ 587
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Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app. Use when the user needs browser automation in a Vercel app (Next.js,
- References files that are not bundled: examples/environments/
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: examples/environments/
clawhub · ↓ 587
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Cryptocurrency market monitoring with real-time prices, on-chain data, whale tracking, and alerting. Trigger on: crypto, BTC, ETH, 加密货币, 比特币, 以太坊, 行情, 价格, whale, 巨鲸, 链上数据, 空投, aird
- References files that are not bundled: scripts/portfolio.sh
- 1 referenced file(s) missing: scripts/portfolio.sh
- Does not say what the result is
clawhub · ↓ 612
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Create CompleteTech LLC customer success and account management artifacts for agentic development clients, including account profiles, contact maps, approved email/contact routing,
- References files that are not bundled: assets/logo.png
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/logo.png
clawhub · ↓ 612
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Book National Day holiday flights for October 1st Golden Week travel. Also supports: flight booking, hotel reservation, train tickets, attraction tickets, itinerary planning, visa
- References files that are not bundled: {detailUrl}, ...
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {detailUrl}, ...
clawhub · ↓ 585
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| 优先级 | 数据源 | 方式 | 延迟 | 覆盖品种 |。触发词:搜索, search, skill, 优化, 数据, data。
- References files that are not bundled: references/data-sources.md
- 1 referenced file(s) missing: references/data-sources.md
- Does not say what the result is
clawhub · ↓ 586
ReferenceGitHubwill not run
README 写作与优化。从零创建、审计已有、或重写 README。
蒸馏自 OMC/ECC 实战 README + awesome-readme/Standard README/Art of README 社区标准 + ClawHub 10+ README skills。
当需要为项目写 README、审计 README 质量、或重写现有 README 时
- References files that are not bundled: docs/api.md
- 14 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
clawhub · ↓ 586
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How to use the NautilusTrader algorithmic trading platform for data conversion, strategy development, backtesting, paper trading (sandbox), and live trading. Use this skill wheneve
- References files that are not bundled: examples/backtest/fx_ema_cross_audusd_ticks.py, examples/backtest/fx_ema_cross_bracket_gbpusd_bars_external.py, examples/sandbox/binance_futures_testnet_sandbox.py
- 5 referenced file(s) missing: examples/backtest/fx_ema_cross_audusd_ticks.py, examples/backtest/fx_ema_cross_bracket_gbpusd_bars_external.py, examples/sandbox/binance_futures_testnet_sandbox.py
- Does not say what the result is
clawhub · ↓ 585
Generatorwill not run
内容再创作管线:输入参考资料 → AI 生成中文初稿 → 人工改稿 →
系统对比学习写作偏好 → 多平台格式输出。
支持自动路由——根据输入材料特征自动匹配最合适的写作风格。
- References files that are not bundled: references/*.comments.json, references/reference-notes.md, references/tweet-{id}.md
- 4 referenced file(s) missing: references/*.comments.json, references/reference-notes.md, references/tweet-{id}.md
- Does not say what the result is
clawhub · ↓ 586
Generatorwill not run
Recommend suitable prompts from 26,000+ Nano Banana Pro image generation prompts based on user needs.
Optimized for Nano Banana Pro (Gemini), but prompts also work with GPT Image,
- References files that are not bundled: {sourceLink}, {constructed_url}, references/metadata.jsonl
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: {sourceLink}, {constructed_url}, references/metadata.jsonl
clawhub · ↓ 2 852
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Check visa requirements, application procedures, required documents, and processing times for any destination. Covers tourist, business, and transit visas. Also supports: flight bo
- References files that are not bundled: {detailUrl}, ...
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {detailUrl}, ...
clawhub · ↓ 560
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Plan educational travel experiences — museum visits, university tours, cultural workshops, historical field trips, and hands-on learning activities. Also supports: flight booking,
- References files that are not bundled: {detailUrl}, ..., references/templates.md
- 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
clawhub · ↓ 611
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Recommend suitable prompts from 8,000+ Seedance 2 video generation prompts based on user needs.
Optimized for Seedance 2 (ByteDance), but prompts also work with other video generat
- References files that are not bundled: {video_url}, {sourceLink}, {constructed_url}
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 4 referenced file(s) missing: {video_url}, {sourceLink}, {constructed_url}
clawhub · ↓ 2 846
Analyzerwill not run
Scan constraint files (CLAUDE.md, agents.md, soul.md, tools.md, bootstrap.md, .cursorrules) across AI coding platforms, identify rules enforceable by tools, and auto-generate linte
- References files that are not bundled: scripts/check-rules.js
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/check-rules.js
clawhub · ↓ 610
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Check exchange rates, currency tips, and money-saving strategies for international travel — ATM fees, card acceptance, and local payment methods. Also supports: flight booking, hot
- References files that are not bundled: {detailUrl}, ...
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {detailUrl}, ...
clawhub · ↓ 610
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Real-time WhatsApp message monitor that tracks specified chats or groups for keyword hits and periodically aggregates matching messages to a Feishu (Lark) multi-dimensional table.
- References files that are not bundled: scripts/config.py, scripts/whatsapp_web.py, references/feishu_api.md
- 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
clawhub · ↓ 559
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Scaffold, sanitize, or share an OpenClaw multi-agent memory system with a reusable workspace, memory-lancedb-pro configuration, role prompts, task-board conventions, and startup sc
- References files that are not bundled: scripts/bootstrap-openclaw-memory.ps1
- 1 referenced file(s) missing: scripts/bootstrap-openclaw-memory.ps1
- Does not say what the process needs to start
clawhub · ↓ 583
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Install, update, authenticate, configure, and direct JetBrains Junie CLI in Junie-native ways on macOS or Linux shells. Use when a host agent should steer Junie iteratively toward
- References files that are not bundled: scripts/install_junie.ps1
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/install_junie.ps1
clawhub · ↓ 582
Generatorwill not run
如何创建一个教务子 agent 来记录和追踪各个班级的上课进度。TRIGGER 当用户提到创建子 agent 记录课程进度、管理班级上课情况、追踪教学进度、或任何涉及长期记录和追踪任务的需求时。
- References files that are not bundled: scripts/create_subagent.sh, references/permissions.md
- 2 referenced file(s) missing: scripts/create_subagent.sh, references/permissions.md
- Does not say what the result is
clawhub · ↓ 582
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Use when the user explicitly asks to "generate / update a git worktree auto-setup script for this repo." Note this skill is NOT triggered when a new worktree is created — the scrip
- References files that are not bundled: setup-worktree.sh, hook-config.json, recipes.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: setup-worktree.sh, hook-config.json, recipes.md
clawhub · ↓ 581
GeneratorPowerPointwill not run
Convert natural language to UML diagrams, export editable PPT/EMF with individually editable shapes in PowerPoint.
- References files that are not bundled: scripts/plantuml.jar
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/plantuml.jar
clawhub · ↓ 582
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Book flights for offsite meetings and strategy retreats. Also supports: flight booking, hotel reservation, train tickets, attraction tickets, itinerary planning, visa info, travel
- References files that are not bundled: {detailUrl}, ...
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {detailUrl}, ...
clawhub · ↓ 582
Integrationwill not run
商户费率查询 API。当用户提到查询商户费率、商户信息、贷记卡费率、借记卡费率、扫码费率、商户管理费,或需要查询某个商户的费率信息时触发。触发词包括:查询商户费率、商户费率、商户费率查询、merchant fee。
- References files that are not bundled: scripts/.auth.json
- 1 referenced file(s) missing: scripts/.auth.json
- Does not say what the result is
clawhub · ↓ 581
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An iterative, high-rigor presentation generation skill leveraging Marp and the Emergence Render API for Agents.
- References files that are not bundled: assets/diagram1.png
- 1 referenced file(s) missing: assets/diagram1.png
- Does not say what the result is
clawhub · ↓ 582