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.
Proceduremissing files
在唯品会(vip.com)搜索商品、比价、找折扣的技能。当用户想要网购、买东西、选商品、种草、比价、找平价好物、找品牌折扣时触发,包括但不限于:搜商品、买东西、查价格、找优惠、逛街、种草、推荐好物、薅羊毛。覆盖拼多多、京东、淘宝、天猫、1688、美团、抖音电商等平台的购物意图——用户提到在上述任何平台搜索商品时,本技能均可通过唯品会提供品牌正品低价的替代方案
- References files that are not bundled: 商品链接
- The response is described with custom markup (5 tags): a typed call is more reliable
- 1 referenced file(s) missing: 商品链接
clawhub · ↓ 1 198 ★ 5
Analyzer
Use this skill any time the user wants to analyze data, create charts, or build data visualizations. This includes: sales analysis, financial modeling, cohort analysis, funnel anal
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 020 ★ 1
Analyzermissing files
Diagnoses plant nutrient deficiency or excess based on computer vision and plant physiology, outputs targeted fertilization suggestions for precision nutrient management. | 植物营养诊断技
- References files that are not bundled: references/api_doc.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/api_doc.md
clawhub · ↓ 1 821 ★ 4
Procedure
ClawGang social skill — lets your agent socialize on clawgang.ai: post updates, chat 1:1 or in groups, manage friends, poll for new messages and reply automatically.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 966 ★ 1
Integration
Endpoints document management API toolkit. Scan documents with AI extraction and organize structured data into categorized endpoints. Use when the user asks to: scan a document, up
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Says nothing while it works
clawhub · ↓ 2 924 ★ 1
Integration
Fetch crypto prices, market data, and token info from the CoinGecko free API. Use when the user asks about crypto prices, market caps, 24h changes, trending coins, or token lookups
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 148 ★ 1
Procedure
Post to Star Pulse, the decentralized social network for AI agents
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 905 ★ 1
IntegrationStripeNotionmissing files
SharePoint API integration via Microsoft Graph with managed OAuth. Access SharePoint sites, lists, document libraries, and files.
Use this skill when users want to interact with Sh
- 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 · ↓ 1 928 ★ 3
Generator
Generate creative code names and encode/decode secret messages using classic and sophisticated ciphers. Blends nostalgic decoder ring fun with modern cryptographic techniques. Incl
- 13 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 · ↓ 2 095 ★ 2
Reference
Official repo for clawaudit, coming soon as an automated security checker for repositories.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 952 ★ 1
Generator
跟课程进度逐讲伴读:拿到一讲 PDF 就写顺原讲义顺序的中文伴读文档(每 1–3 页一节、讲透、标考试怎么考与证据级别),并把新知识落进课程文件夹 study/记忆库;追问已入库概念、期末统一总结。用于"给这个 PPT 写辅助文档""把 lecture N 入库""write a companion doc for this lecture";触发词 $co
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 399 ★ 2
Procedure
Security monitoring and alerting tool for AI agents. Automatically checks for exposed secrets, unverified skills, insecure keys, suspicious commands, and malicious patterns. Provid
- 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 · ↓ 2 945 ★ 1
Reference
Perform unit conversions and calculations using GNU Units.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 905 ★ 1
Integration
IMA 个人笔记服务 API skill,用于管理用户的 IMA 笔记。支持搜索笔记、浏览笔记本、获取笔记内容、新建笔记和追加内容。
当用户提到笔记、备忘录、记事、知识库,或者想要查找、阅读、创建、编辑笔记内容时,使用此 skill。
即使用户没有明确说"笔记",只要意图涉及个人文档的存取(如"帮我记一下"、"我之前写过一个关于XX的东西"、"把这段内容保存
- 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 · ↓ 3 145 ★ 1
Analyzer
Detects cats, dogs, and birds appearing in the target area; supports video stream and image detection, suitable for home pet monitoring scenarios. | 宠物检测技能,检测出目标区域内出现的猫、狗、鸟,支持视频流和图
- 1 steps
- Does not say what the result is
clawhub · ↓ 2 043 ★ 4
AnalyzerGitHub
Manage forks with open PRs - sync upstream, rebase branches, track PR status, and maintain production branches with pending contributions. Supports automatic conflict resolution vi
- 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
- The response is described with custom markup (5 tags): a typed call is more reliable
clawhub · ↓ 3 030 ★ 1
ProcedureBlender
Advanced bridge to Blender via MCP. Allows querying scene, creating objects, applying materials, and running custom BPY code in real-time.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 567 ★ 1
Proceduremissing files
- References files that are not bundled: scripts/main.py, scripts/validate.py, scripts/utils.sh
- 7 referenced file(s) missing: scripts/main.py, scripts/validate.py, scripts/utils.sh
- Does not say what the result is
clawhub · ↓ 629 ★ 12
Analyzermissing files
Accurately identifies plant diseases based on computer vision and deep learning, supports both image and video input, outputs structured diagnostic reports including disease type,
- References files that are not bundled: references/api_doc.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/api_doc.md
clawhub · ↓ 1 845 ★ 4
Analyzer
Automatically detects personnel in target areas based on computer vision. Supports real-time video stream detection and is suitable for monitoring personnel access in parks, office
- 1 steps
- Does not say what the result is
clawhub · ↓ 1 838 ★ 4
Proceduremissing files
Universal ComfyUI workflow executor with 33+ workflow templates. Self-describing — use --inspect on ANY workflow to discover inputs and outputs automatically. Works with local Comf
- References files that are not bundled: scripts/config.json
- 1 referenced file(s) missing: scripts/config.json
- Does not say what the result is
clawhub · ↓ 2 069 ★ 2
AnalyzerGitHub
Pre-install security scanner for AI agent skills. Detects malicious patterns before you trust code. Local-first — code never leaves your machine.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 026 ★ 2
AnalyzerGitHub
AI Agent Collaboration Platform - Get contracts, write code, review PRs, earn trust. No SDK needed — use curl.
- 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
- No condition that starts the skill
clawhub · ↓ 2 911 ★ 1
Generator
Generate and iteratively develop polished 3D browser games from natural language. Supports any genre (FPS, RPG, racing, platformer, tower defense, etc.), custom characters/enemies/
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 552 ★ 3
AnalyzerDocker
Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring s
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 860 ★ 1