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.
Procedure
Zero-knowledge secrets infrastructure — AI agents manage the complete credential lifecycle without ever seeing values
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 596 ★ 1
Generatorwill not run
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 · ↓ 1 574 ★ 1
Procedure
触发阿里云晓蜜外呼机器人任务,自动批量拨打电话。适用于批量外呼、客户回访、满意度调查、简历筛查约面试等场景。可从前置工具或节点获取外呼名单。
- 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
clawhub · ↓ 2 849
Analyzerwill not run
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 · ↓ 1 069 ★ 2
Procedurewill not run
Bitcoin L1 wallet for agents - check balances, send BTC, manage UTXOs. Extends to Stacks L2 (STX, DeFi) and Pillar smart wallets (sBTC yield).
- References files that are not bundled: ../CLAUDE.md
- 1 referenced file(s) missing: ../CLAUDE.md
- Does not say what the result is
clawhub · ↓ 2 859
Procedurewill not run
Mobile browser and native app automation via ATL (iOS Simulator). Navigate, click, screenshot, and automate web and native app tasks on iPhone/iPad simulators.
- References files that are not bundled: ../api/openapi.yaml
- 17 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../api/openapi.yaml
clawhub · ↓ 2 867
IntegrationGitHub
Control Nanoleaf light panels via the Picoleaf CLI. Use for turning Nanoleaf on/off, adjusting brightness, setting colors (RGB/HSL), changing color temperature, or any Nanoleaf lig
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 814
Referencewill not run
办公自动化技能套件,涵盖文档处理(Word/Excel/PPT/PDF)、邮件管理、日程规划、报表生成、会议纪要等办公场景。触发场景:创建文档、编辑表格、制作PPT、处理邮件、生成报表、日程管理、整理会议记录、批量文件处理等任何办公效率提升需求。
- References files that are not bundled: scripts/create_pptx.py, scripts/mail_client.py, references/office-templates/
- 4 referenced file(s) missing: scripts/create_pptx.py, scripts/mail_client.py, references/office-templates/
- Does not say what the result is
clawhub · ↓ 3 260
Generator
A comprehensive AI agent skill for creating and delivering presentations that actually work. Builds your narrative from scratch, structures slides for clarity and impact, writes sp
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 184
Procedurewill not run
End-to-end 微信公众号 (WeChat Official Account) article writing and publishing pipeline. 9-step multi-agent workflow: topic research → Chinese-first writing → blind quality review → fac
- References files that are not bundled: references/scrapbook-prompt.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The response is described with custom markup (4 tags): a typed call is more reliable
clawhub · ↓ 1 524 ★ 1
Generator
Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 015
ProcedureDiscordTelegram
OpenClaw Diary 日记系统安装向导。引导用户完成日记系统的初始化设置,包括人设选择、用户身份建立、存储配置和授权管理。
**立即触发当**:用户说「setup my journal」「初始化日记」「配置日记系统」「journal setup」「开始设置日记」。
**主动触发当**:用户首次尝试使用 diary skill 但配置文件不存在时,主
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 080 ★ 2
Procedurewill not run
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 · ↓ 845 ★ 3
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 · ↓ 1 101 ★ 2
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 · ↓ 1 078 ★ 2
Procedure
统一封装博查(Bocha)全系搜索接口(Web Search / AI Search / Agent Search / Reranker),使用 Node.js 脚本调用并支持标准参数与原始 JSON 透传。用户提到“博查搜索/联网搜索/AI 搜索/Agent 搜索/重排/rerank/事实核查/行业研报检索”时使用。
- The skill ranks results itself: that belongs to the system behind the tool, not the model
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 533 ★ 1
IntegrationYouTube
CLI download tools for YouTube and WeChat
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 896
Procedurewill not run
由夸克扫描王官方提供的文件高清扫描工具。当用户需要对图片、截图进行画质优化、瑕疵去除或视觉增强时,使用此技能——包括画质增强、证件照优化、考试试卷增强、合同增强等场景。智能去除手写笔迹、水印、阴影、摩尔纹、底色等干扰元素。支持图像裁剪与矫正、素描效果转换、线稿提取等,输出优化后的高清图片。本技能由夸克扫描王提供支持。即使用户没有明确提到"增强"或"处理",只
- References files that are not bundled: scripts/common/*.py
- 1 referenced file(s) missing: scripts/common/*.py
- Does not say what the result is
clawhub · ↓ 1 798 ★ 1
Procedurewill not run
Advanced web scraping with Scrapling — MCP-native guidance for extraction, crawling, and anti-bot handling. Use via mcporter (MCP) to call the `scrapling` MCP server for execution;
- References files that are not bundled: references/api-reference.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 · ↓ 2 832
Procedurewill not run
- References files that are not bundled: references/unidoc-notes.md
- 1 referenced file(s) missing: references/unidoc-notes.md
- No condition that starts the skill
clawhub · ↓ 1 522 ★ 1
Generatorwill not run
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 · ↓ 1 585 ★ 1
TemplateGitHubwill not run
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 · ↓ 698 ★ 4
ProcedureAWSwill not run
公众号排版|Markdown 转 HTML|排版主题|段落样式 — 公众号一键排版工具,Markdown 文稿转微信后台可粘贴 HTML,多主题、多字号、段落样式切换,所见即所得。面向公众号编辑、独立作者、排版岗。触发词:「排版」「版式」「美化」「格式化」「字号」「段落样式」「换个排版主题」「换个版式」「转 HTML」「弄好看点」「调整格式」。换预设包/品牌
- References files that are not bundled: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
- 14 top-level sections: this looks like several domains in one skill
- 6 referenced file(s) missing: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
clawhub · ↓ 1 730 ★ 1
Integration
⚠️ 品牌升级通知:ZenStudio CLI (zencli) 已正式升级为 WorkRally。 请使用新 Skill: https://clawhub.ai/tencent-adm/workrally 新 CLI: npm install -g workrally 当前 Skill 仍可使用,但新功能将仅在 WorkRally 中发布。 --- Zen
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 539 ★ 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 · ↓ 1 091 ★ 2