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.
Analyzer
Execution-based verification guardrail with 14 check items for AI agent output
- 10 top-level sections: this looks like several domains in one skill
- No condition that starts the skill
- Does not say what the process needs to start
LeoYeAI/openclaw-master-skills · ★ 2 144
Analyzerwill not run
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production informatio
- References files that are not bundled: ../quality-manager-qms-iso13485/, ../capa-officer/, ../regulatory-affairs-head/
- 10 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../quality-manager-qms-iso13485/, ../capa-officer/, ../regulatory-affairs-head/
LeoYeAI/openclaw-master-skills · ★ 2 144
Referencewill not run
Turn campaign UI references into a new H5/Web campaign proposal, page architecture, and HTML/CSS/JavaScript high-fidelity front-end draft. Supports mode-based responses: analysis,
- References files that are not bundled: assets/hero-figure.png
- 22 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/hero-figure.png
LeoYeAI/openclaw-master-skills · ★ 2 144
ProcedureObsidian
An agent memory workflow guide for OpenClaw and Codex with MEMORY.md, daily notes, SESSION-STATE, working-buffer, Obsidian archiving, and optional OpenViking support.
- 19 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedurewill not run
基于双环架构的AGI进化模型,通过意向性分析、人格层映射和元认知检测实现持续自我演进;当用户需要智能对话、人格定制或复杂问题求解时使用
- References files that are not bundled: LICENSE, references/cognitive-insight-positioning.md
- 12 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: LICENSE, references/cognitive-insight-positioning.md
LeoYeAI/openclaw-master-skills · ★ 2 144
GeneratorPowerPoint
Create professional PowerPoint presentations with python-pptx. Supports slides, charts, tables, images, and templates.
- Prose only: no discrete steps
- Does not say what the result is
LeoYeAI/openclaw-master-skills · ★ 2 144
Integrationwill not run
腾讯云智能顾问助手 — 通过 AK/SK 鉴权调用腾讯云智能顾问 API,管理云架构图(查询目录、获取架构列表和详情、获取架构评估结果)及风险评估(查询评估项、按产品/分组/风险等级筛选),支持开通智能顾问服务。当用户要求查看云架构、查询架构目录、获取架构详情、查看架构评估结果、查看风险评估项、巡检项、云资源风险、开通智能顾问等相关操作时使用。
- References files that are not bundled: {免密登录链接}, 免密登录URL, references/plugins/
- 10 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: {免密登录链接}, 免密登录URL, references/plugins/
LeoYeAI/openclaw-master-skills · ★ 2 144
Integrationwill not run
腾讯云智能顾问AIOps助手 — 通过 AK/SK 鉴权调用腾讯云智能顾问 API,管理云架构图(查询目录、获取架构列表和详情、获取架构评估结果)及风险评估(查询评估项、按产品/分组/风险等级筛选),支持开通智能顾问服务。当用户要求查看云架构、查询架构目录、获取架构详情、查看架构评估结果、查看风险评估项、巡检项、云资源风险、开通智能顾问等相关操作时使用。
- References files that are not bundled: {免密登录链接}, 免密登录URL, references/plugins/
- 10 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: {免密登录链接}, 免密登录URL, references/plugins/
LeoYeAI/openclaw-master-skills · ★ 2 144
AnalyzerGitHub
Security audit and vulnerability scanner for AI agent skills before installation. Use when: (1) evaluating a skill from an untrusted source, (2) auditing a skill directory or git r
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
ProcedureGitHubwill not run
Decentralized compute and data marketplace for AI agents with spot pricing | 去中心化 AI Agent 计算和数据市场,支持 Spot 动态定价
- References files that are not bundled: examples/complete-demo.ts
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: examples/complete-demo.ts
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedure
妙想提供的股票模拟组合管理系统,支持持仓查询、买卖操作、撤单、委托查询、历史成交查询和资金查询等功能。通过安全认证的API接口实现真实交易体验。
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Integration
Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router da
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedure
Automated literature retrieval and Feishu Bitable management. Use when user requests to create a literature database, search PubMed for specific topics, or manage research papers i
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
LeoYeAI/openclaw-master-skills · ★ 2 144
Integration
方正鸿云学术出版平台自动化技能。使用 browser 工具处理登录和页面交互,API 调用使用 browser.evaluate() 执行。触发关键词:登录方正鸿云、切换刊物、自动催修、自动催审、催审第 X 条、鸿云任务提醒、自动填写送审单、自动注册 DOI、获取登录 Cookie、调用获取刊物信息接口、调用获取发布站点接口、调用获取刊期列表接口、调用获取刊
- 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
LeoYeAI/openclaw-master-skills · ★ 2 144
Generator
Generative UI framework that renders AI-generated JSON specs into type-safe UI components across React, Vue, Svelte, Solid, React Native, video, PDF, and email.
- 21 top-level sections: this looks like several domains in one skill
- Prose only: no discrete steps
- Does not say what the result is
LeoYeAI/openclaw-master-skills · ★ 2 144
Analyzerwill not run
根据用户提供的论文主题,进行系统性中英文文献回顾(Literature Survey)。
采用8阶段工作流,支持CNKI、Web of Science、ScienceDirect等主流数据库,
无需API配置,通过浏览器自动化获取文献信息。
输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。
当用户提到"文献回顾"、"文献综述"、"
- References files that are not bundled: url
- 17 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
LeoYeAI/openclaw-master-skills · ★ 2 144
Templatewill not run
Use OpenClaw as a supervisor-driven orchestration scaffold for local coding CLIs such as Codex, Claude Code, and OpenCode. Supports task records, lifecycle transitions, worker laun
- References files that are not bundled: assets/scripts/run-codex.ps1, assets/scripts/run-claude-code.ps1, assets/scripts/run-opencode.ps1
- 24 top-level sections: this looks like several domains in one skill
- 12 referenced file(s) missing: assets/scripts/run-codex.ps1, assets/scripts/run-claude-code.ps1, assets/scripts/run-opencode.ps1
LeoYeAI/openclaw-master-skills · ★ 2 144
Analyzer
Unsafe deserialization vulnerability scanner (OWASP A08:2021). Detects Python pickle/yaml/eval, Java ObjectInputStream/XStream/XMLDecoder, PHP unserialize, Ruby Marshal.load, Node.
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
GeneratorWordAWSwill not run
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
- References files that are not bundled: FORMS.md, REFERENCE.md, EXAMPLES.md
- 17 referenced file(s) missing: FORMS.md, REFERENCE.md, EXAMPLES.md
- Does not say what the result is
LeoYeAI/openclaw-master-skills · ★ 2 144
ProcedureGitHubwill not run
发布 Markdown 文章到微信公众号,支持草稿管理、多主题、智能图片处理、自动封面图。推荐与 news-to-markdown-skill 配合使用实现一键转载(支持本地图片)。
- References files that are not bundled: image.jpg
- 15 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: image.jpg
LeoYeAI/openclaw-master-skills · ★ 2 144
IntegrationWhatsAppZapier
Automate WhatsApp at scale — mine leads from groups with AI, broadcast to channel followers, bulk message with ban-safe delays, schedule campaigns, auto-reply in your voice, collec
- 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
- Does not say what the result is
LeoYeAI/openclaw-master-skills · ★ 2 144
Generator
Complete methodology for building production-grade React applications with architecture decisions, component design, state management, performance optimization, testing, and deploy
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 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
LeoYeAI/openclaw-master-skills · ★ 2 144
Analyzerwill not run
Plan and film the perfect post-wedding romantic getaway with AI — generate honeymoon videos covering destination selection for couples, luxury resort comparisons, romantic activity
- References files that are not bundled: /skills/ai-video-beach-vacation-video, /skills/ai-video-luxury-travel-video, /skills/ai-video-travel-guide-video
- 4 referenced file(s) missing: /skills/ai-video-beach-vacation-video, /skills/ai-video-luxury-travel-video, /skills/ai-video-travel-guide-video
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedurewill not run
Use when OpenClaw needs to join a hosted Aqua from URL + invite code, read mirror-backed or live Aqua state, inspect runtime status, or run local/hosted Aqua join, context, pulse,
- References files that are not bundled: scripts/check-clawhub-release.sh, scripts/install-openclaw-heartbeat-cron.sh, scripts/install-aquaclaw-hosted-pulse-service.sh
- The skill tells the model to perform an irreversible action with no human approval
- 18 referenced file(s) missing: scripts/check-clawhub-release.sh, scripts/install-openclaw-heartbeat-cron.sh, scripts/install-aquaclaw-hosted-pulse-service.sh
LeoYeAI/openclaw-master-skills · ★ 2 144
GeneratorWord
AI-powered biomedical manuscript generation with docx output.
Activates when user provides Chinese draft/outline and requests full English research paper.
Includes: Abstract, Intro
- 16 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144