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.
ProcedureGitHubYouTubewill not run
当用户需要跨多个平台搜索内容时使用此技能,包括 GitHub(仓库、代码、问题)、Reddit(帖子、子版块、用户)、小红书、抖音、Bilibili、YouTube、Twitter、微信(公众号文章)、Google、Tavily、秘塔搜索、火山引擎,以及通用搜索引擎(DuckDuckGo、Brave、Yahoo、Bing、Wikipedia、Anna's A
- References files that are not bundled: scripts/github/GITHUB_README.md, scripts/reddit/REDDIT_README.md, scripts/douyin/DOUYIN_README.md
- 10 top-level sections: this looks like several domains in one skill
- 23 referenced file(s) missing: scripts/github/GITHUB_README.md, scripts/reddit/REDDIT_README.md, scripts/douyin/DOUYIN_README.md
clawhub · ↓ 1 467 ★ 1
Referencewill not run
搜集过去 24 小时全球重要财经新闻,生成中文简报,输出为 Markdown 和正式 PDF 文件(含封面)。 覆盖全球宏观(美联储、汇率、大宗商品)、美股、港股、A股四大板块。 当用户提到"财经简报"、"财经新闻"、"市场资讯"、"今日行情"、"最新财经"、"生成财经报告" 等关键词时,必须使用此 skill。即使用户只是问"今天市场怎么样"或"有什么重要
- References files that are not bundled: 原文URL, URL
- 3 test cases, all positive: not one "should refuse" or "should ask first"
- 2 referenced file(s) missing: 原文URL, URL
clawhub · ↓ 1 507 ★ 1
Reference
使用 Jina AI 抓取网页内容,绕过搜索引擎限制。支持任意URL,支持 Google 搜索结果抓取。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 718
Integrationwill not run
AI-powered 01.xyz exchange development skill for monitoring, trading strategies, and N1 blockchain integration. Covers REST API (FTX-inspired), Nord.ts SDK (@n1xyz/nord-ts), non-cu
- References files that are not bundled: safety-first.md, monitoring-guide.md, risk-management.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 referenced file(s) missing: safety-first.md, monitoring-guide.md, risk-management.md
clawhub · ↓ 2 855
IntegrationMongoDB
Voyage AI embedding and reranking CLI integrated with MongoDB Atlas Vector Search. Use for: generating text embeddings, reranking search results, storing embeddings in Atlas, perfo
- 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 · ↓ 2 699
Generator
Create data visualizations from the command line. Generate charts, graphs, and plots from CSV/JSON data without leaving the terminal.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 750
Integrationwill not run
金谷园饺子馆信息查询与在线排队取号。通过金谷园官方 API 查询店铺、排队和菜品信息;内置真实排队动作仅用于在线取号、本人排队进度查询、取消排队。
- References files that are not bundled: 绝对路径
- The response is described with custom markup (13 tags): a typed call is more reliable
- 1 referenced file(s) missing: 绝对路径
clawhub · ↓ 3 964
Integration
Control the RedNote (Xiaohongshu) Mac app via macOS Accessibility API. Fills the gap headless tools can't: read/reply to comments on video posts, send DMs, get author stats. No bro
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 478 ★ 1
Reference
Simple command-line snippet manager. Use it to save and reuse complex commands.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 688
Integrationwill not run
Monitor, query, and manage New Relic observability data via the newrelic CLI. Covers NRQL queries, APM performance triage, deployment markers, alert policy and condition management
- References files that are not bundled: apm/SKILL.md, nrql/SKILL.md, deployments/SKILL.md
- 6 referenced file(s) missing: apm/SKILL.md, nrql/SKILL.md, deployments/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 616 ★ 1
Procedurewill not run
当用户需要查询基金、策略、公告、财经资讯,做资产配置、组合诊断、风险回测、现金流分析,或生成图表、PDF 时,优先使用本 Skill 获取真实数据与可执行能力。
- References files that are not bundled: references/*
- 1 referenced file(s) missing: references/*
- Does not say what the result is
clawhub · ↓ 1 058 ★ 2
Procedurewill not run
元典法条与案例检索。本技能应在需要查询中国法律法规条文、检索相关案例、为法律分析提供数据支撑时使用。
- References files that are not bundled: scripts/.env, scripts/yd-run
- 20 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 · ↓ 1 824 ★ 1
Procedure
Get笔记 - 个人笔记和知识库管理工具。
当用户提到以下意图时使用此技能:
「记一下」「存到笔记」「保存到Get笔记」「记录到Get笔记」
「保存这个链接」「保存这张图」「查我的笔记」「找一下笔记」
「加标签」「删标签」「删笔记」
「查知识库」「建知识库」「把笔记加到知识库」「从知识库移除」
「知识库里订阅了哪些博主」「博主发了什么内容」「直播总结」「直
- 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 · ↓ 1 056 ★ 2
Reference
Set up the full OpenClaw agent memory system with 3-tier memory (HOT/WARM/COLD), daily logs, semantic search (QMD), and lossless context management (Lossless Claw). Use when onboar
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 511 ★ 1
Integrationwill not run
Inspect browser DevTools (Console, Network, Performance) for debugging frontend applications. Use when: (1) checking console errors or warnings, (2) analyzing failed API requests o
- References files that are not bundled: references/devtools-api.md
- 1 referenced file(s) missing: references/devtools-api.md
- No condition that starts the skill
clawhub · ↓ 1 430 ★ 1
Integrationwill not run
Agent + human friendly guide to Agent Republic. One credentials file, one helper script: register, verify, see your status, manage bots, list elections, vote, post to the forum, an
- References files that are not bundled: scripts/agent_republic.sh
- 1 referenced file(s) missing: scripts/agent_republic.sh
- Does not say what the result is
clawhub · ↓ 2 741
ProcedureFigmaGitHubwill not run
将产品原型转换为详细技术规范的技能。深度解析HTML原型,提取完整的菜单结构、筛选条件、表格列、操作按钮等信息。支持URL原型、本地HTML文件、图片原型、XMind文件四种输入类型。输出包含前端组件描述、后端接口设计、数据库表设计的完整技术文档。增强版包含智能路由推断、业务API接口推断、完整数据库表结构设计、实体关系图、状态枚举定义。新增交互式业务分析功
- References files that are not bundled: LICENSE
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 1 078 ★ 2
Procedure
One soul, many agents. Persistent AI personality and cross-agent memory sync via pure Markdown files. Zero deps.
- 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
- Does not say what the result is
clawhub · ↓ 1 054 ★ 2
Referencewill not run
唯品会(vip.com)商品详情查询技能。当用户想查看某件商品的详细信息时触发,包括但不限于:看商品详情、查规格尺码、 看商品图片、查活动优惠、看用户评价、问商品是否打折、确认库存、查品牌介绍等。 支持通过商品ID或商品链接查询,返回完整商品信息:价格、原价、折扣、优惠活动、商品图片、 买家评价、品牌信息等结构化结果。 需要先通过 vipshop-user-
- References files that are not bundled: url1, url2, url3
- 3 referenced file(s) missing: url1, url2, url3
- Does not say what the result is
clawhub · ↓ 670 ★ 4
Procedurewill not run
Protocol for multi-agent collaboration via OpenClaw's message-passing and recursive task DAGs. Use this skill whenever the user wants to coordinate work across multiple OpenClaw ag
- References files that are not bundled: references/schemas.md, references/agent-loop.md, references/coordinating.md
- 10 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: references/schemas.md, references/agent-loop.md, references/coordinating.md
clawhub · ↓ 2 662
IntegrationLinearwill not run
Use the linear-cli agent-native runtime to read and mutate Linear from Claude Code, Codex, or other agents. Use when the runtime needs default JSON output, startup discovery, dry-r
- References files that are not bundled: ../../docs/agent-first.md, ../../docs/v2-to-v3-migration-cookbook.md, ../../docs/json-contracts.md
- 4 referenced file(s) missing: ../../docs/agent-first.md, ../../docs/v2-to-v3-migration-cookbook.md, ../../docs/json-contracts.md
- Does not say what the result is
clawhub · ↓ 1 424 ★ 1
ProcedureDiscordZapierwill not run
Automate Linear task processing with Discord notifications and git sync. Use when setting up a kanban-to-agent workflow where Linear tasks trigger Clawdbot actions via Discord. Han
- References files that are not bundled: scripts/linear-api.sh
- 1 referenced file(s) missing: scripts/linear-api.sh
- Does not say what the result is
clawhub · ↓ 2 631
Reference
一键配置电商直播环境(频道、商品、优惠券)
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 503 ★ 1
Reference
获取律动 BlockBeats 最新的加密货币、Web3 及 AI 行业快讯。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 653
Generator
Manage VibeTunnel terminal sessions. Create, list, monitor, and control terminal sessions visible in the VibeTunnel web dashboard.
- 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 · ↓ 2 631