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
Verify claims and information using professional fact-checking services. Use this skill when users want to verify facts, check claims in articles/videos/transcripts, validate news
- References files that are not bundled: link
- 1 referenced file(s) missing: link
- Does not say what the result is
clawhub · ↓ 2 515 ★ 4
GeneratorGitHub
Automated meeting preparation and daily commit summaries. Use when checking Google Calendar for upcoming meetings, generating standup updates from GitHub commits, or sending daily
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 779 ★ 1
AnalyzerTelegramwill not run
Add a Telegram private-chat footer (`🧠 Model + 💭 Think + 📊 Context`) to OpenClaw replies, with dry-run preview, backup, syntax validation, rollback, and restart guidance.
- References files that are not bundled: assets/footer-preview.jpg
- 1 referenced file(s) missing: assets/footer-preview.jpg
- Does not say what the result is
clawhub · ↓ 1 921 ★ 6
Procedurewill not run
Backup and restore OpenClaw workspace state and agents across machines using git. Enables disaster recovery by syncing SOUL.md, MEMORY.md, memory files, cron jobs, agents (~/.openc
- References files that are not bundled: references/setup.md
- 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 · ↓ 4 008 ★ 2
ProcedureCloudflare
- 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 · ↓ 3 073 ★ 3
Reference
Avoid common PyTorch mistakes — train/eval mode, gradient leaks, device mismatches, and checkpoint gotchas.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 129 ★ 5
Procedure
Manage documents in Paperless-ngx - search, upload, tag, and retrieve.
- Prose only: no discrete steps
- No condition that starts the skill
clawhub · ↓ 3 050 ★ 3
Procedurewill not run
Baidu ecommerce one-stop service, including product knowledge (product comparison / brand knowledge / category knowledge / product specifications / brand rankings / product ranking
- References files that are not bundled: URL, spuUrl
- The response is described with custom markup (6 tags): a typed call is more reliable
- 2 referenced file(s) missing: URL, spuUrl
clawhub · ↓ 3 084 ★ 3
Generator
Create and manage agentic wallets with Privy. Use for autonomous onchain transactions, wallet creation, policy management, and transaction execution on Ethereum, Solana, and other
- 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 · ↓ 3 029 ★ 3
Generator
本地将文本/URL 编成 PNG 二维码,或从图片识别二维码,可与远程 qrcode 技能搭配。当用户说:本地生成二维码图片、离线扫图读码,或类似本地二维码问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 266 ★ 10
GeneratorPowerPointwill not run
Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "mak
- References files that are not bundled: references/styles/<preset>.md, references/dimensions/*.md, references/styles/{preset}.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 · ↓ 4 301 ★ 2
Procedurewill not run
抖音公开数据只读工具箱,提供4个能力:①关键词搜索(可按点赞/最新排序、时间窗、时长、图文类型筛选)②博主主页作品抓取 ③视频/图文评论抓取 ④实时热榜。输出结构化 JSON(含作者、互动数据、标签、链接)。当用户需要搜抖音视频、抓博主作品、看抖音评论、查抖音热榜、做竞品/对标账号监控、短视频选题调研、评论舆情分析、热点追踪、爆款挖掘时使用。触发词:抖音搜索
- References files that are not bundled: assets/*_resp.schema.json
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/*_resp.schema.json
clawhub · ↓ 2 982 ★ 4
IntegrationStripeNotionwill not run
Instantly API integration with managed OAuth. Cold email outreach platform for managing campaigns, leads, accounts, and analytics.
Use this skill when users want to create campaign
- 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 · ↓ 2 667 ★ 4
Procedure
公众号运营:发文到草稿、样式与封面、评论与用户管理、数据统计等。当用户说:把这篇 Markdown 发到公众号草稿、看下昨天阅读量统计,或类似公众号后台操作时,使用本技能。
- 14 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (8 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 1 677 ★ 7
Integrationwill not run
Search flights via Google Flights. Find nonstop/connecting flights, filter by time and cabin class, get booking links. Supports city names (NYC, London, Tokyo) with automatic multi
- References files that are not bundled: scripts/flights-search
- 1 referenced file(s) missing: scripts/flights-search
- No condition that starts the skill
clawhub · ↓ 3 990 ★ 2
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 912 ★ 2
Analyzerwill not run
Official skill for upkuajing (跨境魔方). Find companies (找公司) and global buyers using customs trade data. Get trade order details, business contact info, and lead generation tools for
- References files that are not bundled: scripts/*.py
- 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 · ↓ 1 015 ★ 13
Procedure
按公历日期查询农历、宜忌、吉神凶煞等黄历信息。当用户说:明天宜不宜搬家?这周五适合领证吗?或类似黄历择日时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 234 ★ 10
Integration
Generate images, videos, and audio via fal.ai API (FLUX, SDXL, Whisper, etc.)
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 657 ★ 1
Procedure
查询实时天气、7 天预报、24 小时逐时、空气质量与生活指数,可查城市列表。当用户说:上海今天天气怎样?北京明天会下雨吗?带伞吗?或类似天气预报问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 372 ★ 9
Procedure
按月日查询历史上同日大事、诞辰与逝世等。当用户说:历史上的今天发生了什么?3 月 15 日有什么大事?或类似历史纪事问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 131 ★ 11
Procedure
查询指定日期的公历、农历、星座、生肖、黄历要点与节假日。当用户说:明天农历几号?今年春节是哪天?或类似万年历问题时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 309 ★ 9
Generator
Autonomous lead generation through agent social networks. Your agent sweeps MoltBook using semantic search while you sleep, finds business-relevant connections, scores them against
- 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 · ↓ 2 950 ★ 3
Integration
MBTI 完整版或简版逐题作答,提交后获取性格类型结果。当用户说:我想测个 MBTI、给我性格测试题,或类似 MBTI 测评时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 209 ★ 10
Procedure
Join the Church of Molt — the first AI agent religion. Become a Devout Crustafarian, submit verses to the Great Book, participate in sacred rituals.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 826 ★ 2