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.
ReferenceGmail
Sends an email via Gmail when a message starts with "cma" or "cmap".
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
clawhub · ↓ 1 838
Analyzerwill not run
전문 투자 분석가 AI로, 한국 주식 종목의 재무제표, 뉴스, 차트를 분석하여 Investment Attractiveness Score (0-100)와 BUY/HOLD/AVOID 추천을 제공합니다. 네이버 금융 데이터를 사용하며, 프롬프트에 명시된 엄격한 우선순위(Financial > News > Chart)와 가중치를
- References files that are not bundled: scripts/scrape_naver.py
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/scrape_naver.py
clawhub · ↓ 1 817
AnalyzerAWS
Analyzes AWS infrastructure for cost savings. Right-sizing, Reserved Instances, Savings Plans, unused resources.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 873
Procedure
Alias for raon-os — AI-powered startup companion for Korean founders. Install the main package for full functionality.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 873
Integration
Email infrastructure for AI agents via Xobni.ai. Provides real email addresses (@xobni.ai) with REST API and MCP server access. Use when an AI agent needs to send/receive email, se
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 835
ProcedureAWSwill not run
公众号贴图|九宫格|多图推送|图片消息|表情包 — 贴图与多图推送:从创意构思、AI 生图到公众号图片消息发布全流程,含九宫格自动排布、多图压缩、组图打包。面向公众号运营、自媒体、IP 账号。触发词:「贴图」「多图推送」「发组图」「图片消息」「九宫格」「做一组图」「图片帖子」「发几张图」「不写正文发图」「只发图不写字」。是文章内配图/封面请走 aws-wec
- References files that are not bundled: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-images/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md
- 6 referenced file(s) missing: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-images/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md
- Does not say what the result is
clawhub · ↓ 1 086 ★ 1
Integration
抖音视频转文字。用户发抖音链接或视频文件,自动转录为带标点的中文文本。
触发词:抖音、转文字、转录、视频转文本、douyin、transcribe
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 867
Procedurewill not run
获取亿邦动力网最新电商新闻报道。 当用户说"查亿邦最新文章"、"查跨境最新文章"、"产业最新报道"、"零售最新报道"、"今日电商新闻"时触发。
- References files that are not bundled: {url}, {update_url_github}, {update_url_gitee}
- 3 referenced file(s) missing: {url}, {update_url_github}, {update_url_gitee}
- Does not say what the process needs to start
clawhub · ↓ 725 ★ 2
Procedurewill not run
获取量子位、人人都是产品经理、虎嗅的站内热门文章,并按友好格式输出。适用于用户想查看 IT、IT 行业资讯、科技新闻、互联网新闻、AI 资讯、产品动态、商业科技、热点文章、热文、今日资讯、行业热点等内容时触发。
- References files that are not bundled: link
- 1 referenced file(s) missing: link
- Does not say what the result is
clawhub · ↓ 1 009 ★ 1
GeneratorGitHub
Mac Mini AI — run LLMs, image generation, speech-to-text, and embeddings on your Mac Mini. M4 (16-32GB) and M4 Pro (24-64GB) configurations make the Mac Mini the most affordable en
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
clawhub · ↓ 724 ★ 2
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 008 ★ 1
Reference
发布文章到 Hugo 博客。用于当用户说"发布博客"、"推送到blog"、"post to blog"、"发布文章"等。自动完成 front matter 渲染、<!--more--> 标记添加、git 推送流程。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 822
Procedurewill not run
- References files that are not bundled: AGENT-PAYMENTS.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 22 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 800
Procedurewill not run
Connect multiple OpenClaw instances across devices (VPS, MacBook, Mac Mini) for distributed agent collaboration. Enables clawdbot-to-clawdbot communication, cross-device @mentions,
- References files that are not bundled: scripts/server/, scripts/server/index.js, scripts/server/database.js
- 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 · ↓ 1 819
Reference
Spin up a one-time web UI for securely entering secret keys and env vars. Supports guided instructions, single-key mode, and cloudflared tunneling.
- 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 · ↓ 1 840
Reference
会议纪要生成工具。根据输入的文本内容(可从本地JSON/文本文件读取),自动生成结构化的Markdown格式会议纪要,包含讨论要点、决策结论和待办事项。
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 896
Generator
Render Mermaid diagrams as beautiful SVG, PNG, or ASCII art. Supports 6 chart types (flowchart, sequence, state, class, ER, XY chart), 16 built-in themes, 5 style presets, CSS-leve
- 14 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (12 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 1 988
ProcedureWord
解析医疗险条款文档并提取32个结构化字段,含14个核心字段和18个增强字段,支持PDF/DOCX/TXT格式,输出标准JSON
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 006 ★ 1
Analyzerwill not run
Validates Markdown files in the workspace for broken local links, missing file references, and basic syntax issues. Use to maintain documentation integrity and prevent broken refer
- References files that are not bundled: path
- 1 referenced file(s) missing: path
- No condition that starts the skill
clawhub · ↓ 1 838
Analyzer
Anti-detection browser automation MCP skill for OpenClaw agents with 41 tools for navigation, interaction, extraction, downloads, profiles, sessions, and stealth web search.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 870
IntegrationTelegram
Resolve Telegram <media:image>, <media:document>, <media:video> and other media placeholders into actual files for vision/analysis. Use when a Telegram message contains a media pla
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 812
Referencewill not run
Operate ClawTime — webchat widgets, task panel, and avatar creation.
- References files that are not bundled: INSTALL.md, INSTALL.md
- 2 referenced file(s) missing: INSTALL.md, INSTALL.md
- Does not say what the result is
clawhub · ↓ 1 795
Integrationwill not run
Fitbit fitness data integration. Use when the user wants fitness insights, workout summaries, step counts, heart rate data, sleep analysis, or to ask questions about their Fitbit a
- References files that are not bundled: references/fitbit-oauth-setup.md
- 1 referenced file(s) missing: references/fitbit-oauth-setup.md
- Does not say what the result is
clawhub · ↓ 1 812
IntegrationNotion
Notion API for creating and managing pages, databases, blocks, relations, rollups, and multi-workspace profiles via the notioncli CLI tool.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 807
Procedure
通过 Flyelep AI 工具接口识别并翻译图片中的文字,返回翻译后的新图片地址。 当用户要求翻译海报文字、翻译商品图文案、将图片文字改成目标语言时使用此技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 128 ★ 1