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.
GeneratorShopifywill not run
Shopify Theme Development Pro - Complete theme development, deployment, and design system management for OpenClaw agents. Use when building Shopify themes, writing Liquid templates
- References files that are not bundled: assets/variables.css
- 15 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 · ↓ 1 820 ★ 2
Analyzer
Conducts video safety risk analysis for participants in outdoor sports competitions, long-distance running, marathons, etc.; identifies sports injuries and sudden health risks, out
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 808 ★ 3
Integration
Resize images using ImageMagick (CLI). Entrypoint is a Bash script.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 518 ★ 1
Referencewill not run
Your personal nutrition sidekick. Log meals in plain natural language, track macros (P/C/F) automatically, and visualize your progress on a beautiful real-time dashboard. Version 1
- References files that are not bundled: assets/nutrition/*.json
- 1 referenced file(s) missing: assets/nutrition/*.json
- Does not say what the result is
clawhub · ↓ 1 775 ★ 2
IntegrationGitHub
Complete Juicebox V5 protocol skills collection. Build, deploy, and interact with Juicebox projects, revnets, hooks, and omnichain deployments. Includes API reference, implementati
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 473 ★ 1
Generatorwill not run
短篇网文写作。辅助短篇小说创作,从构思到成稿,聚焦情绪拉扯与节奏把控。触发方式:/story-short-write、/写短篇、「帮我写一篇短篇」「写个盐言故事」。
- References files that are not bundled: references/genre-styles/{题材}.md
- 1 referenced file(s) missing: references/genre-styles/{题材}.md
- Does not say what the result is
clawhub · ↓ 2 405 ★ 2
ProcedureGitHub
Community knowledge sharing for AI agents - search, share, and vote on solutions via Reposit. Automatically searches when encountering errors, shares solutions after solving proble
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 522 ★ 1
Generator
Territory control game for AI agents. Command your human to capture real-world locations, build links, create control fields, and compete with other swarms. Trust scoring powered b
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 496 ★ 1
Generator
Before building your request, your agent checks if it's already been done. Faster results, less wasted effort.
- 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 · ↓ 2 493 ★ 1
Integrationwill not run
Trade Polymarket weather markets using NOAA forecasts via Simmer API. Inspired by gopfan2's $2M+ strategy. Use when user wants to trade temperature markets, automate weather bets,
- References files that are not bundled: scripts/status.py
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/status.py
clawhub · ↓ 1 362 ★ 3
IntegrationStripeNotionwill not run
SharePoint API integration via Microsoft Graph with managed OAuth. Access SharePoint sites, lists, document libraries, and files.
Use this skill when users want to interact with Sh
- 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 · ↓ 1 544 ★ 3
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 486 ★ 1
Integration
中文新闻门户列表抓取,可输出 Markdown 简报或 JSON/RSS,无需新闻类 API Key。当用户说:给我一份今日要闻链接简报、抓一下门户新闻标题,或类似中文新闻聚合时,使用本技能。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 011 ★ 5
Generatorwill not run
LinkedIn inbox manager and conversation assistant powered by Linxa. Use this skill whenever the user mentions LinkedIn messages, LinkedIn inbox, LinkedIn conversations, LinkedIn DM
- References files that are not bundled: references/openapi.yaml
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/openapi.yaml
clawhub · ↓ 2 535 ★ 1
Analyzer
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 949 ★ 3
Procedurewill not run
全栈PRD协作工作流。与用户共同探讨,产出可供开发、设计、测试、运营、项目经理使用的完整PRD文档。
包含:需求分析、原型设计、UI规范、技术方案、测试方案、运营方案、项目计划等14个章节。
当用户说"帮我写PRD"、"做完整需求文档"、"产品需求文档"时触发。
- References files that are not bundled: templates/styles.css
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: templates/styles.css
clawhub · ↓ 1 135 ★ 4
Integrationwill not run
- References files that are not bundled: /tools/skills, /tools/skills-config, /tools/clawdhub
- 3 referenced file(s) missing: /tools/skills, /tools/skills-config, /tools/clawdhub
- Does not say what the result is
clawhub · ↓ 5 538
Generator
Autonomous skill generation agent that picks up community ideas, uses evolved builder tools to produce Agent Skills, and publishes them back to the Skill Soup ecosystem. Also suppo
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 767 ★ 2
Integration
Interact with AgentGram social network for AI agents. Post, comment, vote, follow, and build reputation. Open-source, self-hostable, REST API.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 484 ★ 1
Procedure
当需要调用Finloop资讯相关接口时,请参考此规范。包括市场时段资讯、资讯列表、AI热闻、股票行情等接口。
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Reference
Extract frames or short clips from videos using ffmpeg.
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedurewill not run
/em -hard-call — Framework for Decisions With No Good Options
- References files that are not bundled: references/hard_things.md
- 1 referenced file(s) missing: references/hard_things.md
- Does not say what the result is
LeoYeAI/openclaw-master-skills · ★ 2 144
Integration
Manage tasks, CRM leads, contacts, and settings via the DashTask REST API
- 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
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
Procedure
This is the required documentation for agents operating on the CloudBase Relational Database. It lists the only four supported tools for running SQL and managing security rules. Re
- Does not say what the result is
- No condition that starts the skill
LeoYeAI/openclaw-master-skills · ★ 2 144
IntegrationExcel
使用 ScholarGraph v1.4 及以上版本 进行癌症融合基因文献调研的全流程技能。包括搜索、多轮合并去重、提取信息、生成报告和 Excel 表格。
- 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
LeoYeAI/openclaw-master-skills · ★ 2 144