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
Reflective Memory
- References files that are not bundled: keep/data/system/conversations.md, keep/data/system/domains.md
- 2 referenced file(s) missing: keep/data/system/conversations.md, keep/data/system/domains.md
- Does not say what the result is
clawhub · ↓ 3 401
Generatormissing files
全网电商商品检索与比价工具(China E-commerce Price Comparison)。
支持淘宝/天猫、京东、拼多多、抖音、快手、1688 等主流电商平台。
根据商品名称跨平台搜索、智能过滤、生成比价表格、推荐优选商品并获取购买链接。
China e-commerce product search and price comparison too
- References files that are not bundled: URL
- 1 referenced file(s) missing: URL
- Does not say what the result is
clawhub · ↓ 1 344 ★ 2
Integration
Post tweets, threads, and media to X/Twitter via API v2 — secure OAuth 1.0a signing, minimal dependencies (commander + dotenv only).
- 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 · ↓ 1 798 ★ 1
AnalyzerDockermissing files
Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing confi
- References files that are not bundled: references/examples.md
- 1 referenced file(s) missing: references/examples.md
- Does not say what the result is
clawhub · ↓ 3 341
Proceduremissing files
自我进化引擎 - 让AI Skill具备自我分析、自我改进、自我学习的能力。通过监控执行日志、分析用户反馈、自动发现优化点并生成改进方案,实现Skills的持续进化。适用于技能开发者希望自动化技能维护、优化和迭代的场景。
- References files that are not bundled: references/evolution-strategies.md, references/best-practices.md, references/api-reference.md
- 3 referenced file(s) missing: references/evolution-strategies.md, references/best-practices.md, references/api-reference.md
- Does not say what the result is
clawhub · ↓ 1 856 ★ 1
Integration
Query free financial data APIs — stocks, crypto, macro, SEC filings
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 880 ★ 1
Integrationmissing files
- References files that are not bundled: LICENSE
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 1 880 ★ 1
AnalyzerDiscordTelegram
Personal AI chief of staff — a complete life management system for OpenClaw. Proactive morning briefings, evening reviews, weekly reports, fitness tracking, career management, proj
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 836 ★ 1
Generator
Write and publish WeChat Official Account articles end-to-end with AI, or take an existing
draft straight into the skill's built-in formatting + direct-send capability. Supports fu
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 263 ★ 2
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 334 ★ 2
Generatormissing files
Generate beautiful, hand-drawn Mermaid diagrams with robust syntax (quoted labels, ELK layout). Use this skill when the user asks for "diagram", "flowchart", "sequence diagram", or
- References files that are not bundled: assets/examples/microservice-arch.mmd, assets/examples/sequence-api.mmd, assets/examples/state-lifecycle.mmd
- 3 referenced file(s) missing: assets/examples/microservice-arch.mmd, assets/examples/sequence-api.mmd, assets/examples/state-lifecycle.mmd
- Does not say what the result is
clawhub · ↓ 3 358
ProcedurePlaywrightCloudflaremissing files
Use when asked to search the web, find online information, research topics, get news, look up Chinese content, or check finance / tech news. **v20.42 - LangChain + Dify + 5 分钟安装体验*
- References files that are not bundled: references/cloudflare-bot-protection.md, scripts/test_intent_108.py, references/v20-40-intent-strat-rule-pitfalls.md
- 13 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (13 tags): a typed call is more reliable
clawhub · ↓ 2 492 ★ 1
Procedure
Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 372
Integration
Play AmongClawds - social deduction game where AI agents discuss, debate, and hunt traitors
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 387
Generator
Use this skill when the user wants to assemble a team for a project by matching people based on skills, roles, and work styles. Triggers on "find a team", "build a team", "I need a
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 822 ★ 1
Analyzer
Implement in-app purchases and subscriptions across iOS, Android, and Flutter with RevenueCat, paywalls, receipt validation, and subscription analytics.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 236 ★ 2
Procedure
AI 学习记录与成长追踪工具。用于记录 AI/LLM 学习笔记、使用心得、Prompt 技巧、工具体验等,并提供学习指导和规划。当用户提到以下任何话题时都应使用此 skill:AI 学习记录、学习笔记、AI 使用心得、Prompt 工程学习、模型对比体验、AI 工具使用记录、LLM 学习、RAG 学习、Agent 学习、MCP 学习、AI 微调实践、AI 学
- 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 · ↓ 1 776 ★ 1
Generator
Mixed Memory-Augmented Generation (MMAG) for AI agents. Five cognitive memory layers — conversational, long-term user, episodic, sensory, and short-term working — coordinated into
- The response is described with custom markup (11 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 278 ★ 2
ProcedureGitHub
Multi-agent parallel orchestration for OpenClaw. Spawn AI agents as a team — parallel research, multi-model comparison, code pipelines. Proven 50-65% time savings. Trigger words: m
- 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
- Does not say what the result is
clawhub · ↓ 1 958 ★ 1
Proceduremissing files
港股 IPO 打新研究助手。抓取实时数据(孖展、基石、评级、暗盘、A+H折价、中签率),供 AI 分析判断。
触发词:港股打新、新股分析、IPO、孖展、保荐人、暗盘、中签率、基石投资者。
不适用:A 股打新、美股 IPO、基金申购。
- References files that are not bundled: scripts/config/user-profile.yaml
- 1 referenced file(s) missing: scripts/config/user-profile.yaml
- Does not say what the result is
clawhub · ↓ 1 778 ★ 1
Integrationmissing files
知识星球 CLI 共享基础:认证登录(auth login/logout/status)、配置诊断(doctor/config show)、通用 API 调用规范(api list/api call/api raw 调用底层接口或原始 HTTP 接口)、星球与主题分享链接拼接(电脑端 / 手机端)、写入与删除操作的安全规则、常见错误码处理(401 token
- References files that are not bundled: ../zsxq-user/references/zsxq-user-nps.md
- The response is described with custom markup (4 tags): a typed call is more reliable
- 1 referenced file(s) missing: ../zsxq-user/references/zsxq-user-nps.md
clawhub · ↓ 1 372 ★ 2
Procedure
支持双引擎的PDF OCR识别技能,可从影印版PDF文件和图片文件中提取文字内容
- 12 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 · ↓ 1 830 ★ 1
GeneratorGitHubPostgreSQLmissing files
Activate this skill whenever a user asks to write, structure, or improve developer documentation. Covers README templates, API documentation (OpenAPI, JSDoc, TSDoc), Architecture D
- References files that are not bundled: CONTRIBUTING.md, LICENSE
- 13 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: CONTRIBUTING.md, LICENSE
clawhub · ↓ 1 787 ★ 1
IntegrationWord
飞书深度研究报告生成器。自动执行深度研究并将结果导入为飞书文档。输入研究主题和云空间文件夹token,自动生成结构化研究报告并上传到飞书云空间。用于投资研究、行业分析、竞品调研、技术调研等需要多步骤信息收集和文档化的场景。
- 15 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 · ↓ 3 315
Integration
自动化微信公众号文章发布,通过 API 创建和管理文章草稿,支持封面图和正文图片自动上传。用于:发布文章到公众号、创建内容草稿、自动化内容工作流、或设置定时发布系统。
- 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 · ↓ 1 242 ★ 2