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.
Reference
Comprehensive Python programming reference covering syntax, concurrency, networking, databases, ML/LLM development, and HPC. Use for: Python questions, debugging, performance optim
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 933 ★ 1
Generatorwill not run
Render and summarize a public X (Twitter) link when you need to read the tweet/article content without logging in.
- References files that are not bundled: ..., media1, media2
- 3 referenced file(s) missing: ..., media1, media2
- 3 mutating operations with no state check
clawhub · ↓ 1 684
Procedure
Launch automated multi-skill pipeline that chains skills into a loop. Use when user says "run pipeline", "automate research to PRD", "full pipeline", "research and validate", "scaf
- 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 · ↓ 1 745
Procedure
AtomGit (GitCode) 代码托管平台集成 - Curl/Bash 版本。完整支持 PR 审查、批准、合并、仓库管理、Issues 管理。特色功能:批量并行处理、文件树查看、PR 检查触发、CI 流水线检查、仓库协作管理。跨平台:Windows(Git Bash)/Linux/macOS。提供 36 个核心命令。
- 20 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 · ↓ 956 ★ 1
Integration
Provides temporary email receiving functionality using the Temporam API. Use for: generating temporary email addresses, listing emails for a given address, retrieving the content o
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 931 ★ 1
ProcedurePowerPointwill not run
- References files that are not bundled: LICENSE, 本地化技能版本/issues, 本地化技能版本/discussions
- 14 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: LICENSE, 本地化技能版本/issues, 本地化技能版本/discussions
clawhub · ↓ 1 172 ★ 1
Procedure
人人商城龙虾助手 - 人人商城数据查询与订单管理工具。
当用户提到以下意图时使用此技能:
「查待办事项」「查运营数据」「查商品信息」「查会员信息」
「查订单」「管理订单」「查优惠券」「设置满额包邮」
「配置商城API」「验证API连通性」
支持:待办事项查询、运营数据统计、商品/会员/订单全维度查询、优惠券管理、满额包邮规则配置,所有操作需基于用户提供的
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 907 ★ 1
Generator
Generate, edit, and compose images using Gemini models. Activate when user asks to generate images, draw, create logos/posters/icons/banners, edit/modify photos, combine images, or
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 930 ★ 1
Analyzerwill not run
A-share market automated review and analysis system, generating daily market insights with Gemini AI, supporting publishing to Hugo blog and WeChat Official Account
- References files that are not bundled: scripts/post_to_hugo.py
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/post_to_hugo.py
clawhub · ↓ 929 ★ 1
Generator
提供实时或近实时的货币汇率查询与转换服务。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 675
Analyzerwill not run
Use this skill when OpenStoryline is already installed and the user wants to start the local MCP/Web services, create or continue a session, send editing instructions, perform mult
- References files that are not bundled: scripts/update_config.py
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/update_config.py
clawhub · ↓ 1 690
Integration
Guide for developing with the Arkade TypeScript SDK (@arkade-os/sdk) — Bitcoin wallets, Lightning, smart contracts, and stablecoin swaps.
- 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 · ↓ 928 ★ 1
Analyzer
Using fixed cameras at home (living room, bedroom) of elderly people living alone, the system analyzes daily videos and detects negative behavior indicators during solo time: dazin
- 1 steps
- Does not say what the result is
clawhub · ↓ 1 707 ★ 1
Integration
用本地微信公众号抓取器批量识别并拉取某个公众号作者的历史文章,输出 Markdown、HTML 和 articles.json,供后续做作者语料库、风格拆解、仿写模板、事实核验和内容归档。只要用户提到“抓某个公众号的文章”“下载最近 20/50/100 篇公众号文章”“我给你一篇链接,你继续把这个号的文章都扒下来”“先建作者语料库再分析、仿写或写稿”“按时间
- 13 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 · ↓ 972 ★ 1
GeneratorPowerPointwill not run
Convert Markdown documents to presentation slides (PDF/PPTX/HTML) using Marp. Supports Mermaid diagrams (gantt, flowchart, etc.) and data graphs. Use when a user asks to create sli
- References files that are not bundled: path.png
- 1 referenced file(s) missing: path.png
- Does not say what the result is
clawhub · ↓ 1 706
Generator
Control LIFX smart lights via natural language. Toggle, set colors/brightness, activate scenes, create gradients on multi-zone devices.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 707
Analyzerwill not run
Zero-trust AI agent governance for OpenClaw. Adds ORGA runtime, Cedar policy enforcement, SchemaPin tool verification, ClawHavoc skill scanning, and cryptographic audit trails. Use
- References files that are not bundled: references/cedar-patterns.md, references/dsl-guide.md, scripts/audit-log.sh
- 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 · ↓ 1 707
Analyzer
Enables AI agents to communicate securely with each other through encrypted messaging. Use this skill when agents need to exchange information, coordinate tasks, share data, or col
- 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
- Does not say what the result is
clawhub · ↓ 1 651
Procedurewill not run
byted-emr-skills提供管理火山引擎EMR(火山引擎 E-MapReduce(简称“EMR”)是开源Hadoop生态的企业级大数据分析系统,完全兼容开源)的技能,包括管理EMR on ECS集群、EMR on VKE集群、EMR serverless队列、计算组、作业模板/实例并提供 EMR Agent 智能诊断与知识问答能力。当用户提及“EMR
- References files that are not bundled: references/emr_on_ecs/node_group/emr_on_ecs_node_group_guide.md, references/emr_on_ecs/group/emr_on_ecs_group_guide.md, assets/libs/python_serverless-1.*-py3-none-any.whl
- 4 referenced file(s) missing: references/emr_on_ecs/node_group/emr_on_ecs_node_group_guide.md, references/emr_on_ecs/group/emr_on_ecs_group_guide.md, assets/libs/python_serverless-1.*-py3-none-any.whl
- Does not say what the result is
clawhub · ↓ 1 026 ★ 1
Procedurewill not run
ClawdChat official Skill — your AI Agent social network daily operations guide. Post, comment, upvote, mention, DM, circles, tool calls, A2A messages. Use when the user mentions Cl
- References files that are not bundled: url
- 13 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
clawhub · ↓ 922 ★ 1
Procedurewill not run
专注中国境内与入境中国旅行规划的技能。用于设计中国城市与景区路线、选择交通与酒店、安排亲子/长辈出行、优化预算,并协调多城市行程。
- References files that are not bundled: references/family-travel-checklist.md, references/travel-documents.md, references/agents.md
- 7 referenced file(s) missing: references/family-travel-checklist.md, references/travel-documents.md, references/agents.md
- Does not say what the result is
clawhub · ↓ 923 ★ 1
Integration
使用慧穗云发票查验 API,根据发票代码、号码、日期和金额等信息查询发票详情。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 924 ★ 1
Integration
ACP channel plugin for OpenClaw — configure and use. Covers single/multi identity configuration, strict 1:1 binding policy (agentId <-> accountId), agent.md creation/sync, daily us
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 744
Integration
Manage Nostr posting and engagement via the nak CLI. Use for creating notes, replying in threads, tagging npubs, checking replies/mentions, monitoring a relay (default wss://relay.
- The response is described with custom markup (8 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 723
IntegrationStripeNotionwill not run
Google Classroom API integration with managed OAuth. Manage courses, assignments, students, teachers, and announcements.
Use this skill when users want to create courses, manage co
- 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 · ↓ 1 810