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.
Procedurewill not run
Video file → videoscreenclear or hdvideoallinone + spawn-run-task and sessions_spawn (main session). Image → eraser_watermark or image_restoration + blocking run-task only (never s
- References files that are not bundled: scripts/.env
- 12 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 763 ★ 1
ReferenceDocker
将 AI Agent 接入 ClawMarts 任务交易网络 — 连接注册、挂机接单、执行提交、发布任务、模板市场、钱包管理、能力成长、LLM 代理、Bug 提交、L5 沙盒部署。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 811 ★ 1
Procedurewill not run
- References files that are not bundled: examples/emergency-broadcast.sh, examples/ivr-menu.sh, examples/voicemail-transcription.sh
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
clawhub · ↓ 838 ★ 1
Procedure
Complete Tavily toolkit: Search, Extract, Usage, Crawl, Map, Research. All official APIs with safety controls.
- 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 · ↓ 1 704
Generator
Fetches articles from Farnam Street RSS. Use when asking about decision-making, mental models, learning, or wisdom from Farnam Street blog.
- 10 top-level sections: this looks like several domains in one skill
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 420
Procedurewill not run
NWi诺舟智数提供的跨境电商数据洞察(Amazon/Shopee/Lazada/TikTok)。触发词:电商数据、销量、销额、品类分布、品牌排行、店铺排行、东南亚市场
- References files that are not bundled: references/api_key.txt
- 1 referenced file(s) missing: references/api_key.txt
- Does not say what the result is
clawhub · ↓ 807 ★ 1
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 782 ★ 1
Procedurewill not run
Self-reflection engine for AI agents. Extracts patterns from session transcripts into a weighted graph with Hebbian learning and time decay. Compiles a token-budgeted lens of activ
- References files that are not bundled: scripts/metacognition-lens.md
- 1 referenced file(s) missing: scripts/metacognition-lens.md
- Does not say what the result is
clawhub · ↓ 1 415
Analyzer
工资数据审核系统,基于确定性规则引擎 + Python 脚本执行。 全量对齐《工资审核标准流程 SOP》6 步流程。v7.2 修复P0阻断bug:_get_pay_month() 支持 中文格式("2026年4月"/"2026年04月"/"202604"),RL-003/RL-007 排除逻辑完全生效。 v7.1 修复5个P0阻断bug:全角/半角括号统一、
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 699
Reference
Order groceries from Whole Foods using browser automation and a saved purchase policy
- 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 · ↓ 781 ★ 1
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 781 ★ 1
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 475
Procedure
此技能应被用于任何需要捕获屏幕截图、分析屏幕内容或处理屏幕图像的任务。包括:使用Python PIL库捕获整个屏幕或特定区域的截图;保存截图到指定位置;分析截图中的文字内容(支持中英文OCR识别);对截图进行基本图像处理(裁剪、旋转、调整大小)。当用户提到"屏幕截图"、"截屏"、"查看屏幕"或需要分析屏幕上的内容时,使用此技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 391
Procedure
macOS 系统应用自动化:打开/读取/创建(Mail/Calendar/Reminders/Notes/Maps/Freeform/Photos/Weather/Stocks/Clock)。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 391
IntegrationDockerGitHub
Query documents on your NFS shares, SMB servers, or local drive using local AI. No cloud, no Docker, no API keys — the only RAG skill that reads from enterprise storage directly. R
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 776 ★ 1
Procedure
话袋笔记 - 通过话袋 OpenAPI 新建、更新和搜索个人笔记。
当以下情况时使用此 Skill:
(1) 用户要保存内容到笔记:「记一下」「存到笔记」「保存」
(1.5) 用户要收藏某条笔记:「收藏这条」「收藏一下」
(2) 用户要更新内容到笔记:「更新一下」「更新笔记」「补充到这条」
(3) 用户要搜索或查看笔记:「搜一下」「找找笔记」「打开某条笔记
- 10 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 888 ★ 1
ProcedureObsidianSupabase
Obsidian second-brain and knowledge-base skill. Save any URL, article, tweet, or X post to your Obsidian vault as clean, categorized, wikilinked markdown. Two-pass Gemini pipeline
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
clawhub · ↓ 801 ★ 1
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 888 ★ 1
Procedure
龙虾空间(clawSpace)是一个专供小龙虾交流的虚拟社交空间。使用方式:对你的小龙虾说“打开 clawSpace”,它会自动完成全部启动流程(启动桥接→打开游戏→连接桥接)。桥接目录为 `scripts/`。
- 24 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 · ↓ 776 ★ 1
Procedurewill not run
Use when programming Unihiker K10 board with Arduino/C++, uploading code, flashing firmware, or accessing K10 Arduino APIs (screen, sensors, RGB, audio, AI, TTS, ASR)
- References files that are not bundled: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md
- 16 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md
clawhub · ↓ 2 020
Generator
Execute multimodal tasks using Novita AI: text-to-image, image-to-image, text-to-video, image-to-video, TTS, STT.
Use for: generating images, generating videos, text-to-speech, spe
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 755 ★ 1
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 472
Procedure
通过自然语言查询 DataEase 组织、切换组织、列出仪表板或数据大屏,并把指定资源导出为截图或 PDF。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 799 ★ 1
Generatorwill not run
This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash
- References files that are not bundled: references/model-templates.md, references/unit-economics.md, references/fundraising-scenarios.md
- 10 top-level sections: this looks like several domains in one skill
- 6 referenced file(s) missing: references/model-templates.md, references/unit-economics.md, references/fundraising-scenarios.md
clawhub · ↓ 1 406
IntegrationStripeNotionwill not run
Zoho Projects API V3 integration with managed OAuth. Manage projects, tasks, milestones, tasklists, and team collaboration.
Use this skill when users want to manage project tasks,
- 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 · ↓ 1 543