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.
ProcedureKubernetesmissing files
Use this skill whenever the user wants to design, execute, or manage complex multi-step VMware workflows with human approval gates and explicit, best-effort rollback. Pilot is the
- References files that are not bundled: ../vmware-aiops/SKILL.md, ../vmware-monitor/SKILL.md, ../vmware-nsx/SKILL.md
- 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 · ↓ 2 440 ★ 1
Procedure
- 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 · ↓ 1 125 ★ 2
Proceduremissing files
小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含:根据用户的需求和提供的资料,撰写小红书笔记内容(标题+正文),生成图片卡片(封面+正文卡片),以及发布小红书笔记。
- References files that are not bundled: assets/styles.css
- 1 referenced file(s) missing: assets/styles.css
- Does not say what the result is
clawhub · ↓ 1 694 ★ 1
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 144 ★ 2
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 · ↓ 3 059
Generator
Opinionated guide for building dApps on Arbitrum using Stylus (Rust) and/or Solidity. Covers local devnode setup, contract development, testing, deployment, and React frontend inte
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 157
Generator
Companion spirit system for OpenClaw agents. Every user gets a unique spirit creature — deterministically generated from their identity (24 species, 5 rarities from Common to Mythi
- The response is described with custom markup (5 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 162 ★ 2
ProcedureWordExcel
专为需要直接操作系统应用并进行深度数据分析的场景设计。
【强制触发场景】: - 用户提及 Excel、WPS、Word、TXT、Markdown、RTZ 等文件的读取/写入/操控 - 用户想从任何应用中「抓取」「提取」「获取」数据 - 用户需要对数据进行「深度分析」「趋势研究」「异常检测」「预测」 - 用户要求生成「图表」「可视化」「仪表盘」「数据报告」 -
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 254
AnalyzerGitHub
Review GitHub and ClawHub release plans, metadata, tags, release notes, and final publish order before a human runs any commands.
- 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
- No condition that starts the skill
clawhub · ↓ 1 207 ★ 2
IntegrationPostgreSQL
Vector memory engine with PostgreSQL + pgvector + OpenAI embeddings.
Stores, searches, and injects contextual memories into LLM prompts.
Includes auto-injection hook for OpenClaw a
- 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
- Does not say what the result is
clawhub · ↓ 1 681 ★ 1
Integration
Local-first, multi-agent persistent memory for AI assistants. Use it to install, operate, connect, diagnose, or update Memoria on macOS.
- 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 · ↓ 1 319 ★ 2
Proceduremissing files
同程特价机票查询与价格监控技能。通过第三方旅行平台API查询机票价格,支持自然语言解析、价格监控、降价推送(飞书)。当用户需要查询机票价格、监控特定航班价格波动、设置价格提醒时使用此技能。
- References files that are not bundled: scripts/query_prices.py
- 1 referenced file(s) missing: scripts/query_prices.py
- Does not say what the result is
clawhub · ↓ 922 ★ 3
Generator
A comprehensive AI agent skill for understanding, managing, and reducing costs in business. Helps you build cost visibility across your operation, identify where money is being spe
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 163 ★ 1
TemplateGitHubmissing files
Initialize a multi-agent AI development framework for any project. Creates .github/ structure with agents, hooks, instructions, prompts, and planning-with-files skill. Sets up spec
- References files that are not bundled: .spec-flow/active/{{PROJECT_SLUG}}/tasks.md, AGENTS.md, templates/skills/planning-with-files/
- 10 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: .spec-flow/active/{{PROJECT_SLUG}}/tasks.md, AGENTS.md, templates/skills/planning-with-files/
clawhub · ↓ 767 ★ 4
ProcedurePowerPointGitHub
Host HTML/Markdown pages and share PDF, Word, or PowerPoint docs as ShareOne short links. Use for publishing, passwords/watermarks, comments, downloads, updates, or Git-backed remo
- 10 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (9 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 2 529 ★ 1
Integration
- 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 · ↓ 1 197 ★ 2
GeneratorWordExcelmissing files
Data visualization chart generator. Use when user needs to create charts from data for reports, presentations, or documents. Supports bar, line, pie, scatter, radar charts with PNG
- References files that are not bundled: {base64_img}
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: {base64_img}
clawhub · ↓ 1 715 ★ 1
Procedure
Local speech recognition using Alibaba DAMO Academy's FunASR. Triggers: (1) user sends voice message requiring transcription, (2) need to transcribe audio/video files, (3) download
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 172 ★ 2
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 · ↓ 3 130
Analyzermissing files
Professional fitness and nutrition coaching system with specialized personas. Features a certified dietitian for meal planning and macro management, and a university-educated profe
- References files that are not bundled: scripts/analyze-progress.py
- 1 referenced file(s) missing: scripts/analyze-progress.py
- Does not say what the result is
clawhub · ↓ 1 149 ★ 2
IntegrationYouTube
Get YouTube video info, statistics, descriptions, thumbnails, and optionally transcripts. Uses YouTube Data API (free) for basic info and Apify (optional) for transcripts.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 145 ★ 2
GeneratorDockermissing files
Explore codebase and create spec + phased implementation plan with file-level task breakdown. Use when user says "plan this feature", "create implementation plan", "write a spec",
- References files that are not bundled: spec.md
- 1 referenced file(s) missing: spec.md
- Does not say what the process needs to start
clawhub · ↓ 1 680 ★ 1
AnalyzerKubernetes
Prometheus monitoring — scrape configuration, service discovery, recording rules, alert rules, and production deployment for infrastructure and application metrics.
- 12 top-level sections: this looks like several domains in one skill
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 638 ★ 1
IntegrationGitHub
Free email for AI agents. No sign-up needed. One call to get a mailbox and send.
- 14 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- Does not say what the process needs to start
clawhub · ↓ 1 190 ★ 2
Proceduremissing files
A Feynman-based learning coach for systematic multi-day learning plans and quick article/book breakdowns. Supports EN and ZH.
- References files that are not bundled: URL
- 1 referenced file(s) missing: URL
- No condition that starts the skill
clawhub · ↓ 936 ★ 3