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.
Referencewill not run
辅助讲故事和放音乐的技能。用于生成故事内容、选择背景音乐、调整音量、控制播放顺序,以及为故事添加语音旁白。使用场景包括:睡前故事、儿童故事、小说朗读、戏剧表演、播客制作等。
- References files that are not bundled: assets/music/
- 21 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/music/
clawhub · ↓ 824 ★ 1
Integrationwill not run
Tushare Pro 金融数据 API 查询助手。用于帮助用户查询中国股票、基金、期货、债券等金融数据。当用户需要获取股票行情、财务数据、基础信息、宏观经济数据时使用此 skill。
- References files that are not bundled: references/api-reference.md
- 1 referenced file(s) missing: references/api-reference.md
- Does not say what the result is
clawhub · ↓ 1 534
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Search for golf tee times and deals near any location. Find cheapest rounds, compare prices across platforms, and get discount tips. Use when asked about golf, tee times, courses,
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the process needs to start
clawhub · ↓ 1 572
Generatorwill not run
中文技术博客写作助手。基于 blog-writer 方法论,产出高质量、有个人风格的技术文章。不需要外部依赖,专注于内容创作。
- References files that are not bundled: 原文URL, URL
- 2 referenced file(s) missing: 原文URL, URL
- Does not say what the result is
clawhub · ↓ 839 ★ 1
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AI frontier intelligence briefing — aggregate, score, and deliver structured daily briefings from 5 tracks (RSS enterprise, 36kr hotlist, arXiv papers, GitHub Trending, Anthropic w
- References files that are not bundled: {Link}
- 1 referenced file(s) missing: {Link}
- Does not say what the result is
clawhub · ↓ 885 ★ 1
ProcedureGitHubwill not run
基于热门数据生成公众号爆款标题或对用户标题进行多维度评分的专业工具。当用户需要生成公众号标题、查询爆款内容、分析热门趋势、获取创作灵感、参考爆款规律时使用。触发词:公众号标题、爆款标题、标题生成、标题评分、公众号爆款。
- References files that are not bundled: 链接
- 1 referenced file(s) missing: 链接
- Does not say what the result is
clawhub · ↓ 884 ★ 1
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根据机器学习/深度学习论文的实验规划文档自动生成完整的 Python 实验 pipeline。支持数据预处理、模型构建、训练循环、评估指标、结果可视化。Use when user uploads an experiment plan document and wants to generate runnable PyTorch/TensorFlow/scik
- References files that are not bundled: assets/templates/text_classification.py, assets/templates/regression.py, assets/templates/clustering.py
- 4 referenced file(s) missing: assets/templates/text_classification.py, assets/templates/regression.py, assets/templates/clustering.py
- Does not say what the result is
clawhub · ↓ 837 ★ 1
Generatorwill not run
Generate practical UI design systems and starter pages using local style/color/typography datasets. Use for landing page or dashboard UI planning and implementation.
- References files that are not bundled: scripts/search.ps1
- 1 referenced file(s) missing: scripts/search.ps1
- Does not say what the result is
clawhub · ↓ 1 544
IntegrationStripeNotionwill not run
Clockify API integration with managed OAuth. Track time, manage projects, clients, tasks, and workspaces.
Use this skill when users want to track time, create or manage projects, v
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 652
Generatorwill not run
AI image editing and beautification suite for portrait retouching, body reshaping (breast/butt), AI hair styling, AI clothes / cosplay change, expression edits, photo restoration &
- References files that are not bundled: scripts/..., scripts/.env
- 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 · ↓ 858 ★ 1
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A股每日复盘视频自动生成。完整工作流:拉取非凸科技真实行情数据 → 抓取热点新闻 → AI 归因分析 → 生成横屏 PPT 幻灯片 → 合成视频+封面图。当用户说「生成今日A股复盘视频」「A股日报」「出今天的复盘」或触发定时任务时使用。
- References files that are not bundled: scripts/fetch_news.py, assets/bgm/eliveta-technology-474054.mp3, assets/fonts/NotoSansSC-Regular.ttf
- 11 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (4 tags): a typed call is more reliable
clawhub · ↓ 859 ★ 1
GeneratorWordwill not run
Convert a Markdown file or raw Markdown string into polished DOCX or HTML output from one unified skill. Supports custom DOCX reference templates, custom Pandoc HTML templates, cus
- References files that are not bundled: assets/docx/templates/*.docx, assets/html/templates/*.html, assets/html/styles/*.css
- 3 referenced file(s) missing: assets/docx/templates/*.docx, assets/html/templates/*.html, assets/html/styles/*.css
- Does not say what the result is
clawhub · ↓ 834 ★ 1
Integrationwill not run
agentcli-go framework reference for building Go CLI tools. Use when working on agentcli-go itself, scaffolding new CLI projects, adding commands, integrating the library, or debugg
- References files that are not bundled: raw
- 1 referenced file(s) missing: raw
- Does not say what the result is
clawhub · ↓ 1 619
Analyzerwill not run
Automatic token optimization during interaction. Behavioral rules + plugin synergy + workspace analyzer. Pure Node.js, cross-platform. Activate on session start (rules auto-apply)
- References files that are not bundled: memory/topics/file.md, path
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 12 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 574
Analyzerwill not run
AI-powered stock screening tool for Chinese A-shares. Daily picks using multi-factor analysis (fundamentals + technical + sentiment). Use when user asks about stock screening, quan
- References files that are not bundled: scripts/config.py
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/config.py
clawhub · ↓ 1 574
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提供深度个性化、全链条的智能旅游规划服务,涵盖行程设计、交通优化、餐饮住宿推荐、省钱小招、避坑指南、安全保障和购物体验。根据用户画像、预算、偏好和特殊需求(如残障无障碍、家庭游等),运用跨学科方法(行为心理学、时间地理学、可持续发展旅游)生成细致且高效的旅游方案。支持实时互动咨询和动态调整,使用亲切生动的语言风格,称呼用户为"亲"。
- References files that are not bundled: assets/
- 1 referenced file(s) missing: assets/
- Does not say what the result is
clawhub · ↓ 878 ★ 1
GeneratorCloudflarewill not run
AI-powered photo editing and restoration skill - smart object removal, background removal, old photo restoration, and basic edits.
- References files that are not bundled: scripts/*.py
- 14 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 1 367 ★ 1
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1688找供应商 —— 结合用户需求与关键字查询对应的供应商及工厂信息
核心工具能力:1688供应商查询能力。用于查询1688平台上的供应商及工厂信息。
触发词:找供应商、查供应商、1688供应商、供应商信息、工厂信息、产业带查询。
不触发场景:找商品/选品 → 1688-product-find;比价/换供 → 1688-product-compare;下
- References files that are not bundled: references/capabilities/<命令名>.md
- 1 referenced file(s) missing: references/capabilities/<命令名>.md
- Does not say what the result is
clawhub · ↓ 1 796
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💡 3秒匹配最佳思维模型 | 108个模型覆盖商业分析、投资决策、心理学、系统思考 | 告别拍脑袋决策
- References files that are not bundled: macro-analysis-knowledge-base.md, ../../templates/analysis-report.md
- 15 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: macro-analysis-knowledge-base.md, ../../templates/analysis-report.md
clawhub · ↓ 830 ★ 1
Integrationwill not run
Leverage external AI models (ChatGPT, Claude, Hugging Face, etc.) as tools via browser automation (Chrome Relay) and optional Hugging Face API. Use when you need to augment the ass
- References files that are not bundled: scripts/external_ai_integration.py
- 1 referenced file(s) missing: scripts/external_ai_integration.py
- No condition that starts the skill
clawhub · ↓ 1 548
ReferencePDFwill not run
Extract clinical trial data from pharmaceutical conference websites or PDF documents. Use when user provides a URL or PDF file containing innovative drug clinical trial data and ne
- References files that are not bundled: 图片URL, 药品名称_疗效曲线.png, 图片文件名.png
- 13 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: 图片URL, 药品名称_疗效曲线.png, 图片文件名.png
clawhub · ↓ 1 547
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人脑系统是一套面向 AI Agent / 智能助手的类人脑认知操作系统,用来把一个只会即时问答的 Agent,升级成更擅长长期协作、连续执行、记忆整理、任务复盘和自我维护的工作伙伴。它不是宣称 AI 拥有意识,而是把人脑中的注意力调度、工作记忆、长期记忆、执行控制、反馈学习、睡眠巩固、神经通路和抑制机制,转化成一套可执行的 Agent 工作流。系统会把目标、
- References files that are not bundled: scripts/hot_reload_start.sh, scripts/hot_reload_stop.sh
- 50 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 873 ★ 1
GeneratorGitHubwill not run
Generate complete project from PRD + stack template — directory structure, configs, CLAUDE.md, git repo, and GitHub push. Use when user says "scaffold project", "create new project
- References files that are not bundled: templates/stacks/*.yaml, templates/mcp-skills-bundle.md, templates/principles/harness-engineering.md
- 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 (9 tags): a typed call is more reliable
clawhub · ↓ 1 564
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SkillAlchemy — 一念落地,万象成形。输入任意想法或蒸馏目标,输出可安装的 SKILL.md。
内部编排 Lens(看清问题)和 LEAP(执行蒸馏/融合)。用户唯一入口。
Use when 用户说「蒸馏」「生成 skill」「融合」「我想做 X 但不知道从哪下手」。
- References files that are not bundled: references/exemplar_candidates.json, references/exemplars/, references/fusion_candidates.json
- 3 referenced file(s) missing: references/exemplar_candidates.json, references/exemplars/, references/fusion_candidates.json
- Does not say what the result is
clawhub · ↓ 988 ★ 1
IntegrationStripeNotionwill not run
Toggl Track API integration with managed OAuth. Track time, manage projects, clients, and tags.
Use this skill when users want to create, read, update, or delete time entries, proj
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 752