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.
IntegrationDockerwill not run
Query on-chain crypto data via the AVE Cloud API (https://cloud.ave.ai/).
Use this skill whenever the user wants to:
- Search for tokens by name, symbol, or contract address
- Get
- References files that are not bundled: scripts/ave_client.py
- 1 referenced file(s) missing: scripts/ave_client.py
- Does not say what the result is
clawhub · ↓ 1 087 ★ 2
IntegrationStripeNotionwill not run
Snapchat Marketing API integration with managed OAuth. Manage ad accounts, campaigns, ad squads, ads, creatives, and audiences.
Use this skill when users want to create and manage
- 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 · ↓ 1 685 ★ 1
ProcedureGitHubwill not run
- References files that are not bundled: input_args, InputArgs(**config
- 16 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: input_args, InputArgs(**config
clawhub · ↓ 863 ★ 3
GeneratorPDFwill not run
Convert markdown files to clean, formatted PDFs using reportlab
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 2 820
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
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
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
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
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
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
Procedurewill not run
- References files that are not bundled: 链接
- 13 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: 链接
clawhub · ↓ 1 480 ★ 1
Procedurewill not run
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 · ↓ 858 ★ 3
ProcedureKuberneteswill not run
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 · ↓ 2 185 ★ 1
Procedurewill not run
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
- References files that are not bundled: examples/01-hello-world.prose, examples/28-gas-town.prose, examples/29-captains-chair.prose
- The response is described with custom markup (3 tags): a typed call is more reliable
- 7 referenced file(s) missing: examples/01-hello-world.prose, examples/28-gas-town.prose, examples/29-captains-chair.prose
clawhub · ↓ 2 774
Procedurewill not run
全网持续收录每日超过1000+公众号10w+文章内容,向用户推送公众号达到10w+阅读的热门文章;当用户需要获取全领域的公众号热门文章、或订阅每日10w+文章推送、特定领域爆款文章时使用
- References files that are not bundled: 文章链接, 公众号名片链接
- 2 referenced file(s) missing: 文章链接, 公众号名片链接
- Does not say what the result is
clawhub · ↓ 1 273 ★ 2
Referencewill not run
WeChat chat reader + auto-reply (Qwen-VL vision + AHK send). Supports fast/slow capture, group nickname labels, file/red-packet cards, and filtering system messages on Windows.
- References files that are not bundled: scripts/wechat_capture_fast.ps1, scripts/wechat_capture_crop.ps1, scripts/wechat_send_chat.ahk
- 3 referenced file(s) missing: scripts/wechat_capture_fast.ps1, scripts/wechat_capture_crop.ps1, scripts/wechat_send_chat.ahk
- Does not say what the result is
clawhub · ↓ 1 528 ★ 1
Referencewill not run
RollingGo 酒店搜索与预订助手,通过调用 RollingGo 酒店服务接口实现酒店查询到下单预订全流程。支持场景:① 按城市/景点/地铁站/机场等地点搜索酒店 ② 按星级、预算、标签(泳池/含早/亲子/宠物友好等)筛选 ③ 查询指定酒店的实时房型与价格 ④ 对比多家酒店 ⑤ 引导用户完成预订。触发词:找酒店、订酒店、搜酒店、酒店推荐、酒店查询、附近酒
- References files that are not bundled: url, <url>, {imageUrl}
- 3 referenced file(s) missing: url, <url>, {imageUrl}
- Does not say what the result is
clawhub · ↓ 1 138 ★ 2
Generatorwill not run
Generate an interactive family tree dashboard from any GEDCOM (.ged) file. Creates a single-file HTML app with 5 tabs (Dashboard, Family Tree, People, Timeline, Daily Alerts), sear
- References files that are not bundled: assets/demo-presidents.ged
- 1 referenced file(s) missing: assets/demo-presidents.ged
- Does not say what the result is
clawhub · ↓ 2 807