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.
IntegrationStripeNotionwill not run
Google Tasks API integration with managed OAuth. Manage task lists and tasks with full CRUD operations.
Use this skill when users want to read, create, update, or delete tasks and
- 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 · ↓ 7 522 ★ 10
Generator
Use when building UI with shadcn/ui components, Tailwind CSS layouts, form patterns with react-hook-form and zod, theming, dark mode, sidebar layouts, mobile navigation, or any sha
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 9 077 ★ 8
IntegrationGoogle DocsStripewill not run
Google Docs API integration with managed OAuth. Create documents, insert text, apply formatting, and manage content. Use this skill when users want to interact with Google Docs. Fo
- 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 · ↓ 9 233 ★ 8
ProcedureShopify
Manage Shopify products, orders, customers, inventory, collections, and store operations via the Shopify Admin API with OAuth authentication. Use this skill when users want to read
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 2 918 ★ 32
Analyzerwill not run
Use for TikTok crawling, content retrieval, and analysis
- References files that are not bundled: scripts/scrape-tiktok.sh
- 1 referenced file(s) missing: scripts/scrape-tiktok.sh
- Prose only: no discrete steps
clawhub · ↓ 6 074 ★ 13
Analyzerwill not run
PDF conversion toolkit featuring AI layout analysis and OCR. Converts PDFs to Word, Markdown, JSON, PPT, CSV, HTML, and XML for seamless LLM data processing.
- References files that are not bundled: scripts/documentai.model, scripts/license.xml
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 20 top-level sections: this looks like several domains in one skill
clawhub · ↓ 956 ★ 95
Procedure
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across ses
- 17 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 · ↓ 6 140 ★ 12
Generator
Lead Generation — Find high-intent buyers in live Twitter, Instagram, and Reddit conversations. Auto-researches your product, generates targeted search queries, and discovers peopl
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 646 ★ 14
Procedurewill not run
面向中国 A 股的 Tushare 专用技能,提供股票数据获取、个股分析与交易观察能力。
- References files that are not bundled: references/stock_endpoints.json
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/stock_endpoints.json
clawhub · ↓ 8 857 ★ 8
ProcedureGitHubPlaywrightwill not run
Self-orchestrating multi-agent development workflows. You say WHAT, the AI decides HOW.
- References files that are not bundled: url
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
clawhub · ↓ 6 027 ★ 12
Integration
AI-optimized web search via AIsa's Tavily API proxy. Returns concise, relevant results for AI agents through AIsa's unified API gateway.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 6 463 ★ 11
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 11 094 ★ 6
Analyzerwill not run
Use when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for compe
- References files that are not bundled: ../competitor-analysis/SKILL.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
- The response is described with custom markup (4 tags): a typed call is more reliable
- 6 referenced file(s) missing: ../competitor-analysis/SKILL.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
clawhub · ↓ 8 569 ★ 9
Generator
Manage projects, tasks, schedules, custom fields, and team collaboration in Motion. Create projects, manage recurring tasks, configure workspaces, track statuses, and handle team s
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 2 574 ★ 32
Reference
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 9 465 ★ 7
IntegrationStripeNotionwill not run
Zoho Calendar API integration with managed OAuth. Manage calendars and events with full scheduling capabilities.
Use this skill when users want to read, create, update, or delete c
- 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 · ↓ 13 784 ★ 4
Procedure
Search, install, and run multi-skill automations from clawflows.com. Combine multiple skills into powerful workflows with logic, conditions, and data flow between steps.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 13 007 ★ 5
Procedurewill not run
国内外社会、科技、军事新闻汇总。自动搜索、筛选、整理新闻要点。Use When 需要获取最新的国内外社会、科技、军事新闻,并且希望自动筛选和整理新闻要点时。
- References files that are not bundled: 链接
- 1 referenced file(s) missing: 链接
- Does not say what the result is
clawhub · ↓ 8 096 ★ 8
IntegrationStripeNotionwill not run
Zoho Bigin API integration with managed OAuth. Manage contacts, companies, pipelines, and products in Bigin CRM.
Use this skill when users want to read, create, update, or delete C
- 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 · ↓ 13 545 ★ 4
Integration
Deep search via Perplexity API. Three modes: search (quick facts), reason (complex analysis), research (in-depth reports). Returns AI-grounded answers with citations.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 117 ★ 13
GeneratorWordwill not run
Skywork Document (skywork) - Use for ANY task producing a document output. Generates professional documents in docx, pdf, markdown, and html. Capabilities: (1) Create new documents
- 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
- 1 referenced file(s) missing: url
clawhub · ↓ 3 323 ★ 23
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 9 469 ★ 6
Analyzer
Advanced security validation for Clawdbot - pattern detection, command sanitization, and threat monitoring
- 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 · ↓ 5 219 ★ 12
ProcedureGmailOutlook
Email Management - Secure Gmail, Outlook & Exchange - multi account support. Read, search, or triage inbox/email; send, reply, forward, delete; view email, a secure log-cli & gws a
- 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 · ↓ 10 005 ★ 6
Analyzer
Prompt injection defense. Detect and block malicious prompts, protect system instructions, sanitize user input.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 12 991 ★ 4