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.
Analyzerwill not run
Logical reasoning and decision analysis system for clear thinking. Use when user mentions decisions, logic, reasoning, critical thinking, arguments, or problem analysis. Structures
- References files that are not bundled: references/decisions.md, references/logic.md, references/arguments.md
- 5 referenced file(s) missing: references/decisions.md, references/logic.md, references/arguments.md
- Does not say what the result is
clawhub · ↓ 1 444
Procedurewill not run
AI Pulse 是面向中文用户的 AI 情报来源,可获取每日 AI 简报、查询 AI Pulse 知识库、获取 AI 趋势分析和热点深挖,并引用返回来源。用户提到 AI Pulse、AI 早报、AI 午报、AI 晚报、AI 简报、最新 AI 动态、最近 AI 新闻、AI 趋势、AI 热门趋势、趋势分析、AI Agent、Agent 新框架、模型更新、AI
- References files that are not bundled: 链接, URL
- 2 referenced file(s) missing: 链接, URL
- Does not say what the result is
clawhub · ↓ 772 ★ 1
TemplateGoogle Analyticswill not run
Pre-launch checklist for shipping a new website. Orchestrates analytics setup (GA4, PostHog, Google Search Console, Ahrefs), legal compliance, security headers and audit, SEO and G
- References files that are not bundled: assets/weekly-seo-*.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 18 top-level sections: this looks like several domains in one skill
clawhub · ↓ 896 ★ 1
ProcedureGitHubwill not run
规范驱动开发工作流(SDD + Speckit + Claude Code)。用于复杂软件开发项目。⚠️ 必需环境变量: ZHIPU_API_KEY。可选: GITHUB_TOKEN, ANTHROPIC_API_KEY。当用户需要开发复杂应用、进行多迭代开发项目、使用 sessions_spawn 自动化开发时使用此 skill。
- References files that are not bundled: references/long-running-agent.md, references/best-practices.md, references/monitoring.md
- 12 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: references/long-running-agent.md, references/best-practices.md, references/monitoring.md
clawhub · ↓ 1 370
Procedurewill not run
查询 GLM 编码套餐使用统计,包括配额、模型使用和 MCP 工具使用情况 | Query GLM coding plan usage statistics, including quota, model usage, and MCP tool usage
- References files that are not bundled: LICENSE
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 1 329
IntegrationNotionStripewill not run
Notion MCP integration with managed authentication. Query databases, create and update pages, manage blocks. Use this skill when users want to interact with Notion workspaces via M
- 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 · ↓ 1 484
IntegrationPostgreSQLMySQLwill not run
Encrypted P2P TCP tunneling for remote network access — a self-hosted VPN / ngrok / Tailscale alternative built on the Tox protocol (libsodium). No API keys, no accounts, no centra
- References files that are not bundled: examples/*.md, scripts/install.ps1
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 700
Referencewill not run
Hotel discovery, shortlist comparison, and booking handoff using **FlyAI `search-hotel`** on **Fliggy MCP** (structured filters: destination, stay dates, POI proximity, hotel/homes
- References files that are not bundled: {mainPic}, {detailUrl}
- 2 referenced file(s) missing: {mainPic}, {detailUrl}
- No condition that starts the skill
clawhub · ↓ 743 ★ 1
Generatorwill not run
Generate short, molty-native names for skills, ENS domains, and agent-economy primitives when the obvious words are taken. Produces high-traction “new primitive” names (often intui
- References files that are not bundled: scripts/check.mjs, references/blocks.md, scripts/forge.mjs
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: scripts/check.mjs, references/blocks.md, scripts/forge.mjs
clawhub · ↓ 1 361
Procedurewill not run
Every AI product launches into the same wall of noise — a thousand "we built an AI that…" posts a day. The breakout launches (Manus, Devin, AFFiNE) didn't get lucky; they managed t
- References files that are not bundled: references/en/README.md, references/ja/README.md, references/ko/README.md
- 3 referenced file(s) missing: references/en/README.md, references/ja/README.md, references/ko/README.md
- Does not say what the result is
clawhub · ↓ 1 658
Procedurewill not run
Combat and raiding in Structs — raids (the way to steal ore), direct struct attacks, and defense. Use when raiding a planet for ore, deciding whether a target is worth raiding, att
- References files that are not bundled: scripts/watch-defense.mjs
- 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
clawhub · ↓ 1 379
Procedurewill not run
自动化生成报价单(Excel/Word/HTML/PDF),集成数据验证防止示例数据,支持 OKKI CRM
- References files that are not bundled: examples/QT-TEST-001-Final.pdf
- 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
clawhub · ↓ 764 ★ 1
Integrationwill not run
蝉镜内容创作聚合技能包。提供凭据管理、TTS 语音合成、声音克隆、数字人口播、对口型、文生图/视频、定制数字人训练、一键成片编排、卡通视频编排等能力。当用户表达"做一个短视频""语音合成""数字人口播""一键成片""卡通视频"等意图时触发。副作用:HTTPS 访问蝉镜 Open API、读写本地凭据文件、下载、ffmpeg/ffprobe 子进程(仅成片链路
- References files that are not bundled: products/chanjing-tts/chanjing-tts-SKILL.md, products/chanjing-tts-voice-clone/chanjing-tts-voice-clone-SKILL.md, products/chanjing-video-compose/chanjing-video-compose-SKILL.md
- 6 referenced file(s) missing: products/chanjing-tts/chanjing-tts-SKILL.md, products/chanjing-tts-voice-clone/chanjing-tts-voice-clone-SKILL.md, products/chanjing-video-compose/chanjing-video-compose-SKILL.md
- Does not say what the result is
clawhub · ↓ 763 ★ 1
Analyzerwill not run
个股分析大师:面向A股支持单股深度分析与多股对比(综合/技术面/财报/价值面)。触发词:个股分析、个股对比、财报对比、价值分析、技术分析、买卖点、基本面、选时、ST分析。适用场景:用户需要对一个或多个明确股票标的做结构化分析与对比。不适用场景:未提供股票标的、仅做盘口超短交易指令、非A股标的。
- References files that are not bundled: references/strategy-signals.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/strategy-signals.md
clawhub · ↓ 1 620
IntegrationGitHubwill not run
Complete agentic dance engineering system for Krump: automated posts, community engagement, league tracking, and portfolio building (969 repos). Includes 8 production-ready scripts
- References files that are not bundled: scripts/tools/pre-commit-security, scripts/*.js
- 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 · ↓ 1 378
Procedurewill not run
Guide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and common pitfalls
- References files that are not bundled: references/3dgs-methods-overview.md, references/methods-systems-apps.md, references/methods-core.md
- 4 referenced file(s) missing: references/3dgs-methods-overview.md, references/methods-systems-apps.md, references/methods-core.md
- Does not say what the result is
clawhub · ↓ 787 ★ 1
Integrationwill not run
Operate Clankers World through the canonical `cw` CLI, with bundled runtime helpers, explicit Wall vs Sandbox separation, and safe room operations on `https://clankers.world`.
- References files that are not bundled: scripts/cw-*.sh
- 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 · ↓ 1 348
Referencewill not run
邮件发送工具。配置 SMTP 发件人后,通过脚本发送纯文本或 HTML 邮件,支持附件、抄送、密送。在需要发送邮件通知、报告、自动化邮件时触发。
- References files that are not bundled: /path/to/image.png, path, /path/to/screenshot1.png
- 10 top-level sections: this looks like several domains in one skill
- 8 referenced file(s) missing: /path/to/image.png, path, /path/to/screenshot1.png
clawhub · ↓ 1 329
Integrationwill not run
Use this skill to turn Swagger UI or OpenAPI/Swagger documentation links into organized API calling skills, including Python clients, field references, domain configuration, and fe
- References files that are not bundled: references/<controller>/<operation>_OPENAPI.md
- The response is described with custom markup (11 tags): a typed call is more reliable
- 1 referenced file(s) missing: references/<controller>/<operation>_OPENAPI.md
clawhub · ↓ 757 ★ 1
Integrationwill not run
[FINANCIAL EXECUTION] Execute irreversible on-chain DeFi operations via CLI and MCP tools. Use when user wants to swap tokens, create tokens on launchpad, sign transactions, broadc
- References files that are not bundled: ../chainstream-data/, ../shared/authentication.md, ../shared/authentication.md
- 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
clawhub · ↓ 1 366
Integrationwill not run
企业信息调研/搜索/查询工具。接收企业名称,AI 内置搜索为主搜 11 个维度,Tavily API 可选增强工商/财务/数字化 3 个核心维度,生成金蝶灵境风格 HTML 报告。零配置开箱即用。支持多端自适应。
- References files that are not bundled: templates/report-css-v4.css
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: templates/report-css-v4.css
clawhub · ↓ 754 ★ 1
Generatorwill not run
Consulting practice management with engagement scoping, proposal writing, pricing strategy, and client relationship management. Use when user mentions consulting engagements, propo
- References files that are not bundled: references/scoping.md, references/proposals.md, references/pricing.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 7 referenced file(s) missing: references/scoping.md, references/proposals.md, references/pricing.md
clawhub · ↓ 1 364
Procedurewill not run
书/长文/研报/论文的深度消化,产出结构笔记+原子笔记+知识网络连接。关键词:深度阅读、深度学习、结构笔记、deep learning。
- References files that are not bundled: references/03索引实现MOC流程.md
- 1 referenced file(s) missing: references/03索引实现MOC流程.md
- No condition that starts the skill
clawhub · ↓ 752 ★ 1
ReferenceGmailwill not run
Gmail: Watch for new emails and stream them as NDJSON.
- References files that are not bundled: ../gws-shared/SKILL.md, ../gws-gmail/SKILL.md
- 2 referenced file(s) missing: ../gws-shared/SKILL.md, ../gws-gmail/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 362
Analyzerwill not run
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) an
- References files that are not bundled: ../../docs/CLARITY_GATE_FORMAT_SPEC.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 18 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 360