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.
Generatormissing files
AI-powered diary generation for agents - creates rich, reflective journal entries (400-600 words) with Quote Hall of Fame, Curiosity Backlog, Decision Archaeology, Relationship Evo
- References files that are not bundled: templates/custom.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 26 top-level sections: this looks like several domains in one skill
clawhub · ↓ 9 180 ★ 6
Integration
AI-optimized web search via Bailian(Alibaba ModelStdio) API. Returns multisourced, concise web search results for LLMs.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 8 708 ★ 5
Integrationmissing files
EasyEDA Pro API skill for AI agents. Use when working with EasyEDA Pro EDA software, including PCB design, schematic editing, footprint/symbol management, and project operations. S
- References files that are not bundled: references/enums/, references/interfaces/, references/types/
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
clawhub · ↓ 11 879 ★ 5
Integrationmissing files
钉钉 AI 表格(多维表)操作技能。使用 mcporter CLI 连接钉钉官方新版 AI 表格 MCP server,基于 baseId / tableId / fieldId / recordId 体系执行 Base、Table、Field、Record 的查询与增删改。适用于创建 AI 表格、搜索表格、读取表结构、批量增删改记录、批量建字段、更新字段配
- References files that are not bundled: references/api-reference.md, references/error-codes.md
- 10 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: references/api-reference.md, references/error-codes.md
clawhub · ↓ 5 265 ★ 10
Procedure
agent-im 会话技能 - 通过 liblib.tv 的 AI 能力生成和编辑图片/视频。覆盖场景包括:生成(文生图、文生视频、图生视频、做动画、画一个xxx、来段xxx)、编辑修改(把xxx换成yyy、去掉xxx、加上xxx、改成xxx、调整xxx、局部修改、改镜头)、风格转换(风格迁移、转绘、换风格)、视频续写延长、复刻视频/TVC/宣传片、短剧/短
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 083 ★ 10
Integration
OpenClaw operations dashboard for sessions, usage and cost, cron runs, gateway health, DGX Spark work, Local API Hub, and opt-in meeting Copilot. Use when installing, operating, au
- 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 · ↓ 5 709 ★ 9
IntegrationWhatsApp
ElevenLabs TTS - the best ElevenLabs integration for OpenClaw. ElevenLabs Text-to-Speech with emotional audio tags, ElevenLabs voice synthesis for WhatsApp, ElevenLabs multilingual
- 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
- Does not say what the result is
clawhub · ↓ 7 792 ★ 6
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 6 591 ★ 7
Generator
Maintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs con
- 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 · ↓ 7 560 ★ 6
Generatormissing files
Skywork Design (skywork) - Generate or edit images via the Skywork Image API. Use for image creation, poster design, logo design, visual asset generation, or image modification req
- References files that are not bundled: url
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
clawhub · ↓ 2 809 ★ 20
ProcedurePlaywright
小红书 / Xiaohongshu / RedNote AI Agent Skill。用 Python Playwright 搜索和读取内容、管理登录会话、发布图文/视频/长文、评论、点赞和收藏;默认输出 JSON,任何写操作都必须先获得用户确认。用户提到 xiaohongshu、小红书、rednote、小红书搜索、发到小红书、小红书笔记分析、小红书运营或小
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 4 135 ★ 13
Analyzermissing files
Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension approach. Use when user asks to "illustr
- References files that are not bundled: {relative-path}/NN-{type}-{slug}.png, references/NN-ref-{slug}.{ext}
- 13 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: {relative-path}/NN-{type}-{slug}.png, references/NN-ref-{slug}.{ext}
clawhub · ↓ 9 501 ★ 5
IntegrationStripeNotionmissing files
Kit (formerly ConvertKit) API integration with managed OAuth. Manage email subscribers, forms, tags, sequences, broadcasts, custom fields, purchase records, and webhooks. Webhook 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 · ↓ 8 638 ★ 5
Proceduremissing files
小红书相关操作,覆盖账号定位、选题研究、内容生产、发布执行与复盘修复的小红书全链路运营技能。凡是小红书的浏览/搜索/发布/评论任务,默认必须使用 OpenClaw 内置浏览器流程并指定 profile="openclaw";除非用户明确要求,否则不要使用系统 open 或外部浏览器。
- References files that are not bundled: examples/<vertical>/<vertical>.md, examples/<vertical>/README.md, examples/lifestyle/
- 19 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 6 049 ★ 8
Generatormissing files
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pag
- References files that are not bundled: /products, /docs, /blog
- 11 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: /products, /docs, /blog
clawhub · ↓ 5 226 ★ 9
IntegrationStripeNotionmissing files
TickTick API integration with managed OAuth. Manage tasks, projects, and task lists.
Use this skill when users want to create, update, complete, or organize tasks and projects in T
- 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 · ↓ 5 946 ★ 8
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 4 315 ★ 11
Integration
Search Google Flights for prices, times, and airlines. No API key required.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 7 052 ★ 6
Integration
Manage Tailscale tailnet via CLI and API. Use when the user asks to "check tailscale status", "list tailscale devices", "ping a device", "send file via tailscale", "tailscale funne
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 7 123 ★ 6
IntegrationGitLabGitHub
Interact with GitLab using the `glab` CLI. Use when Claude needs to work with GitLab merge requests, CI/CD pipelines, issues, releases, or make API requests. Supports gitlab.com an
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 5 644 ★ 9
Integration
Use Tavily web search/discovery to find URLs/sources, do lead research, gather up-to-date links, or produce a cited summary from web results.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 9 826 ★ 4
GeneratorNotionmissing files
This skill should be used when writing blog posts, articles, or long-form content in the writer's distinctive writing style. It produces authentic, opinionated content that matches
- References files that are not bundled: references/blog-examples/, references/style-guide.md
- 2 referenced file(s) missing: references/blog-examples/, references/style-guide.md
- No condition that starts the skill
clawhub · ↓ 7 003 ★ 6
Generator
Fix AI writing patterns that create repetitive and robotic content
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 5 441 ★ 8
Integration
Control Claude Code via MCP protocol. Execute commands, read/write files, search code, and use all Claude Code tools programmatically with agent team support.
- 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 · ↓ 7 768 ★ 6
IntegrationStripeNotionmissing files
Twilio API integration with managed OAuth. SMS, voice calls, phone numbers, and communications.
Use this skill when users want to send SMS messages, make voice calls, manage phone
- 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 · ↓ 5 643 ★ 8