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.
Generatormissing files
Transform any AI agent into a world-class travel planner using Kontour AI's 9-dimension progressive planning model with structured conversation flow.
- References files that are not bundled: {APPROVED_PUBLIC_URL}
- 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 · ↓ 5 389 ★ 3
IntegrationNotionDocker
使用 OpenCLI 工具从各种网站和桌面应用获取数据、下载媒体内容、控制外部 CLI 工具。支持 Bilibili、知乎、小红书、Twitter/X、Reddit、YouTube、Boss直聘、即刻、微博等 30+ 平台,以及 Cursor、Codex、ChatGPT、Notion 等桌面应用。当用户需要:从社交平台获取热门内容、搜索信息、下载视频/图片、
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 656 ★ 5
Generatormissing files
Overview skill for OceanBase SeekDB. Routes to specialized skills for installing/deploying SeekDB on a target machine and for building SeekDB from source. Use as a starting point w
- References files that are not bundled: install/SKILL.md, build/SKILL.md, ../oceanbase-deploy/seekdb/SKILL.md
- 3 referenced file(s) missing: install/SKILL.md, build/SKILL.md, ../oceanbase-deploy/seekdb/SKILL.md
- Does not say what the result is
clawhub · ↓ 3 939 ★ 3
IntegrationYouTube
Schedule, publish and review social posts through the AdaptlyPost API on Instagram, X (Twitter), Bluesky, Mastodon, TikTok, Threads, LinkedIn, Facebook, Pinterest and YouTube accou
- 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
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 4 530 ★ 3
Integration
Create and manage AI agent tasks via Manus API. Manus 1.5 autonomously browses the web, uses tools, and delivers complete work products. Cost-efficient Manus-1.5-Lite available.
- 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 · ↓ 3 155 ★ 4
AnalyzerGmailOutlook
Lightweight email manager with IMAP/SMTP support, advanced search, folder management, and attachment detection. Works with Zoho, Gmail, Outlook, and any IMAP/SMTP provider.
- 13 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
- Does not say what the result is
clawhub · ↓ 3 839 ★ 3
Analyzer
Agentic Vision via Gemini's native Code Execution sandbox. Use for spatial grounding, visual math, and UI auditing.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 7 218 ★ 1
Generator
Text-to-speech conversion using `uvx edge-tts` for generating audio from text.
Use when:
(1) User requests audio/voice output with the "tts" trigger or keyword.
(2) Content nee
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 829 ★ 3
Integration
货币汇率换算、热门汇率、货币列表、银行外汇牌价、实时行情及历史汇率等。当用户说:100 美元换多少人民币?今天中行美元现汇价?美元人民币最近一周走势?美元指数多少?或类似汇率换算问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 733 ★ 10
IntegrationClickUp
Enterprise-grade ClickUp project management integration with advanced reporting, multi-workspace support, and client/project tracking. Core capabilities: (1) Multi-workspace task m
- 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
- Does not say what the result is
clawhub · ↓ 2 714 ★ 5
Procedure
Fast, bounded PDF extraction, full-text search, and metadata inspection for agent workflows. Use when reading reports, searching PDFs for evidence, or preparing document summaries.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 256 ★ 4
IntegrationSlackPlaywright
Monitor web pages for changes, price drops, stock availability, and custom conditions. Use when a user asks to watch/track/monitor a URL, get notified about price changes, check if
- 24 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 · ↓ 2 681 ★ 5
Integration
Stack Exchange API integration with managed OAuth for Q&A knowledge automation. Search questions, retrieve answers, browse tags, manage user profiles, track reputation, list collec
- 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
- Does not say what the result is
clawhub · ↓ 572 ★ 26
IntegrationGmail
- 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 · ↓ 3 865 ★ 3
Proceduremissing files
去除文本中的 AI 生成痕迹。当用户说"润色"、"改写"、"去 AI 味"、"更像人写的"、
"不要太机械"、"自然一点"、"有人味"时使用。也用于:编辑邮件/文案/文章/报告、
审阅 AI 生成内容、优化写作风格、让文字不那么像机器生成的。基于维基百科"AI 写作特征"指南,
检测并修复:夸大象征、宣传语言、模糊归因、三段式、AI 词汇、否定式排比、破折号
- References files that are not bundled: references/full-patterns.md
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/full-patterns.md
clawhub · ↓ 3 143 ★ 4
AnalyzerAWSmissing files
Secrets-safe encrypted OpenClaw backups to S3/R2/B2/MinIO — lean modes, opt-in cron, staged restore. Use only when explicitly asked to back up/restore OpenClaw.
- References files that are not bundled: references/providers/{aws-s3,cloudflare-r2,backblaze-b2,digitalocean-spaces,minio,other}.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 (3 tags): a typed call is more reliable
clawhub · ↓ 3 305 ★ 4
Integration
Apple Music integration via AppleScript (macOS) or MusicKit API
- 21 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 · ↓ 3 887 ★ 3
Procedure
AI logo and brand identity design powered by CellCog. Brand kits, color palettes, typography, brand guidelines, logo design, visual identity, social media assets, web design, video
- 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 · ↓ 5 201 ★ 2
ProcedureGitHub
Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 4 964 ★ 2
Analyzer
Security scanner for OpenClaw skills. Detects malicious patterns, suspicious URLs, and install traps before you install a skill. Use before installing ANY skill from ClawHub or ext
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 602 ★ 5
Procedure
东方财富妙想提供的金融技能集合,涵盖金融数据查询、资讯搜索、智能选股、自选股管理和模拟组合管理,所有技能均需通过MX_APIKEY进行认证。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 394 ★ 5
Integration
Comprehensive Ghost CMS integration for creating, publishing, scheduling, and managing blog content, newsletters, members, and analytics. Use when working with Ghost blogs for cont
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 882 ★ 3
Procedure
Deploy tokens on Solana, trade on pump.fun & Jupiter, earn creator fees
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 456 ★ 4
Procedure
Fetch top news from Baidu, Google, and other sources daily.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 6 835 ★ 1
Procedure
图片通用文字 OCR,支持中英文及多语种。当用户说:这张图里的字提取成文本、截图 OCR 一下,或类似通用识图问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 550 ★ 10