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
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit wr
- References files that are not bundled: url
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 3 786
Generator
Build full-stack web applications using 语构's chat-driven development platform. Manages conversations, sends development instructions, monitors build progress, extracts results (gen
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 58 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 · ↓ 946 ★ 3
Analyzer
Security audit and threat model for OpenClaw gateway hosts. Use to verify OpenClaw configuration, exposure, skills/plugins, filesystem hygiene, and to produce an OK/VULNERABLE repo
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 945
IntegrationTelegramwill not run
After `clawhub install space-duck`, IMMEDIATELY run `python3 scripts/pair.py` — installation alone does not pair the agent; pair.py prints the 6-digit code + URL the human clicks t
- References files that are not bundled: scripts/space-duck-doctor, scripts/space-duck-doctor-fix
- 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 · ↓ 4 371
Procedure
乐有家找房与小区查询:自然语言查11城二手房/租房、新房楼盘、学校及小区信息
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 146 ★ 2
Procedurewill not run
Family health management suite: health records, diet tracking, weight management, wearable sync. Local SQLite storage by default; optional cloud features require explicit setup.
- References files that are not bundled: LICENSE
- 10 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 · ↓ 1 638 ★ 1
Procedure
Amap LBS services. Call Amap services via Streamable HTTP MCP, supporting geocoding, route planning, POI search, weather query, distance measurement, and more.
- The response is described with custom markup (22 tags): a typed call is more reliable
- 1 steps
- Does not say what the result is
clawhub · ↓ 1 576 ★ 1
GeneratorGitHub
Build internet-native payments with x402 - HTTP 402 for on-chain micropayments, no accounts or API keys. Use for paid APIs, paywalled content, agent payment flows, or per-call MCP
- 12 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 · ↓ 2 184 ★ 1
Procedurewill not run
Role-based social media operations skill. Use this skill when executing structured social campaigns — scouting opportunities, crafting content, posting, responding to threads, and
- References files that are not bundled: scripts/install-cron-jobs.sh
- 1 referenced file(s) missing: scripts/install-cron-jobs.sh
- Does not say what the result is
clawhub · ↓ 1 574 ★ 1
Procedure
闲鱼自动回复助手。帮用户配置并运行闲鱼(Goofish)消息自动回复服务。用户只需提供浏览器 Cookie,即可持续监听闲鱼消息并用 AI 智能回复买家。当用户提到闲鱼、咸鱼、Goofish、二手交易自动回复、闲鱼客服机器人、闲鱼消息监控、闲鱼挂机回复等关键词时触发此 skill。即使用户只是说'帮我自动回复闲鱼消息'或'我想让闲鱼自动回买家',也应该触发。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 624 ★ 1
Procedurewill not run
飞牛论坛(club.fnnas.com)自动签到。触发场景:(1) 用户要求"飞牛签到"、"飞牛论坛签到"、"fnclub签到";(2) 设置定时飞牛论坛签到任务;(3) 查询飞牛论坛签到状态。
- References files that are not bundled: scripts/config.json, scripts/config.json.example, scripts/cookies.json
- 5 referenced file(s) missing: scripts/config.json, scripts/config.json.example, scripts/cookies.json
- Does not say what the result is
clawhub · ↓ 1 157 ★ 2
Integration
Seedream 图片生成 - 火山引擎方舟大模型服务平台图片生成 API。支持文生图、图生图、多图融合、组图生成等多种模式。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 602 ★ 1
GeneratorCloudflarePlaywright
Web scraping and data extraction using the Python Scrapling library. Use to scrape static HTML pages, JavaScript-rendered pages (Playwright), and anti-bot or Cloudflare-protected s
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 619 ★ 1
Procedurewill not run
综合数据智能平台 - 整合 Apify 云端爬虫、PinchTab 浏览器自动化、内容分析与数据工作流。支持 55+ 平台的网络爬虫、线索生成、电商情报、竞品分析、趋势研究,以及浏览器自动化测试和数据提取。
- References files that are not bundled: ../content-engine/skill.md, ../browser-automation/skill.md
- 10 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: ../content-engine/skill.md, ../browser-automation/skill.md
clawhub · ↓ 2 032 ★ 1
Analyzerwill not run
Hotel search, comparison, and booking with live room rates and real-time availability. Use for any hotel or accommodation request, including nearby hotels, recommendations, room de
- References files that are not bundled: {web_url}, {hotel_image_render_target}, {hotel_web_url}
- 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 · ↓ 2 094 ★ 2
Reference
- 1 steps
- Does not say what the result is
clawhub · ↓ 1 080 ★ 2
IntegrationGitHubwill not run
OpenClaw wrapper for Muratcan Koylan's Agent Skills for Context Engineering. 13 skills covering context optimization, multi-agent patterns, memory systems, tool design, and evaluat
- References files that are not bundled: references/context-engineering-skills/skills/<sub-skill>/SKILL.md
- 1 referenced file(s) missing: references/context-engineering-skills/skills/<sub-skill>/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 651 ★ 1
IntegrationMongoDB
browse MongoDB Atlas Admin API specifications and execute operations (if credentials provided).
- The response is described with custom markup (4 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 940
Procedurewill not run
从你的对话和记忆中观察行为模式,用5个维度为你画像(工作方式/沟通模式/关注焦点/能量来源/情感倾向), 生成每日运势和修炼提醒。在本地 ~/.lucky-lobster/ 存储 OB 身份凭据、行为画像、运势历史和偏好设置。 通过 OceanBus 加密通道向 L1 服务发送 5维行为代码、城市级位置、日期和匿名 OpenID, 用于获取节气黄历、匹配经典
- References files that are not bundled: {url}
- 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 (4 tags): a typed call is more reliable
clawhub · ↓ 1 645 ★ 1
Procedure
AI-powered trading insights suite: prediction markets (Polymarket/Kalshi) and social sentiment signals powered by UnifAI.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 921
Integration
Interact with Lighter protocol - a ZK rollup orderbook DEX. Use when you need to trade on Lighter, check prices, manage positions, or query account data.
- 11 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 · ↓ 1 581 ★ 1
Reference
文件读取技能。当用户需要读取文件内容、查看文件、cat 文件时激活。支持读取文本文件、配置文件、代码文件等。
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 027
Integrationwill not run
使用 Kimi Code CLI 执行复杂代码任务。当用户需要:
1. 大型代码生成(完整功能模块、多文件项目)
2. 复杂代码重构(legacy 代码现代化、架构调整)
3. 深度 Bug 诊断(多文件关联错误、难以定位的问题)
4. 技术调研实现(新技术栈完整集成、PoC 开发)
5. 长时间运行的开发任务(需要持续交互)
适用场景:任务复杂度超出单次
- References files that are not bundled: scripts/acp_check.py
- 1 referenced file(s) missing: scripts/acp_check.py
- Does not say what the result is
clawhub · ↓ 1 571 ★ 1
Procedurewill not run
Agent2RSS 客户端,管理 RSS 频道并推送内容。触发:用户提到 Agent2RSS/RSS 频道/推送文章/上传文章/创建频道/设置默认频道/幂等性。
- References files that are not bundled: references/e2e-test.md
- 1 referenced file(s) missing: references/e2e-test.md
- Does not say what the result is
clawhub · ↓ 1 571 ★ 1
Integrationwill not run
汇付支付交易集成:用于聚合支付、托管支付、checkout-js、下单、查单、关单、退款、对账、支付通知、签名验签、请求头、幂等、交易终态、本地沙箱和支付上线;不用于企业/个人商户进件、图片上传、商户业务开通、商户详情或申请状态查询,这些任务使用 huifu-merchant-onboarding。
- References files that are not bundled: references/shared-copyright-notice.md, references/shared-overview.md, references/payment-complete-field-catalog.md
- 10 top-level sections: this looks like several domains in one skill
- 16 referenced file(s) missing: references/shared-copyright-notice.md, references/shared-overview.md, references/payment-complete-field-catalog.md
clawhub · ↓ 1 489 ★ 2