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.
Analyzermissing files
botlearn-healthcheck — BotLearn autonomous health inspector for OpenClaw instances across 5 domains (hardware, config, security, skills, autonomy); triggers on system check, health
- References files that are not bundled: scripts/collect-*.sh
- 11 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 · ↓ 1 275 ★ 1
IntegrationGitHubSupabase
Real-time agent dashboard for OpenClaw. Monitor active tasks, cron job health, issues, and action items from anywhere. Three setup tiers: (1) Zero-config canvas rendering inside Op
- 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 · ↓ 2 364
Generator
Escrow as a Service for AI agents. Create trustless USDC escrow transactions on Solana.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 260
Integration
将图片中的文字信息识别并提取出来。本技能应在用户需要 OCR 识别图片中的文字时使用。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 276 ★ 1
Procedure
无所不能 — Universal prompt compression protocol. Translate natural language into compressed I-Lang syntax. Text-to-text translator only — does not access files, URLs, or external reso
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 348 ★ 1
ProcedureGmailmissing files
Gmail: Send an email.
- References files that are not bundled: ../gws-shared/SKILL.md, ../gws-gmail/SKILL.md
- 2 referenced file(s) missing: ../gws-shared/SKILL.md, ../gws-gmail/SKILL.md
- Does not say what the result is
clawhub · ↓ 2 317
Analyzermissing files
botlearn-assessment — BotLearn 5-dimension capability self-assessment (reasoning, retrieval, creation, execution, orchestration); triggers on botlearn assessment, capability test,
- References files that are not bundled: references/d{N}-q{L}-{difficulty}.md
- 1 referenced file(s) missing: references/d{N}-q{L}-{difficulty}.md
- Does not say what the process needs to start
clawhub · ↓ 1 250 ★ 1
IntegrationGmailOutlook
Secured Calendar and Email management - Gmail, Outlook & Exchange - list, search, create, update, delete calendar events and list, search, read, send, reply, forward, delete, modif
- The response is described with custom markup (6 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 936 ★ 2
IntegrationOutlookmissing files
Direct iCloud Calendar integration via CalDAV protocol. Create, read, update, and delete calendar events without third-party services. Use when the user wants to manage their iClou
- References files that are not bundled: references/icloud-endpoints.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: references/icloud-endpoints.md
clawhub · ↓ 2 354
Integration
Manage tasks, projects, and notes in tududi (self-hosted task manager). Use for todo lists, task management, project organization.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 294
ProcedurePlaywright
Browser-automated TikTok streak messaging skill using Playwright. Sends daily messages to configured usernames with state tracking, retry control, and optional content discovery vi
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 771 ★ 1
Procedure
使用 Python、FAISS、BM25、阿里云百炼 text-embedding-v4 与可选的 qwen3-rerank,维护基于文件目录的本地知识库;适用于在 OpenClaw 预先抽取文本后,遍历 chunks 与 T2Q 建立索引,以及对指定知识库或全部知识库做综合、语义或关键词查询。
- 10 top-level sections: this looks like several domains in one skill
- The skill ranks results itself: that belongs to the system behind the tool, not the model
- Does not say what the result is
clawhub · ↓ 1 294 ★ 1
Procedure
唯品会(vip.com)促销活动查询技能。当用户想了解唯品会当前或近期活动信息时触发,包括但不限于: 查活动、看特卖、有没有促销、419/618/双11/周年庆/双12等大促信息、品牌特卖专场、限时狂秒、 今天什么在打折、哪些品牌在搞活动、活动什么时候结束等。 返回活动名称、活动时间、参与品牌、活动链接等结构化信息。 覆盖拼多多、京东、淘宝、天猫等平台的"查
- 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 · ↓ 719 ★ 3
IntegrationAWSmissing files
公众号发布|公众号草稿箱|公众号群发|图文推送|微信 API|wechat automation|WeChat API automation|auto publish|scheduled publish — 公众号 API 发布工具,图文入草稿箱或直接群发,支持封面素材上传、发布前检查与 draft/published 模式切换。面向公众号运营、自动化内容团
- References files that are not bundled: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
- 10 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
clawhub · ↓ 1 430 ★ 1
Proceduremissing files
USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch filter. Up to 200 results.
- References files that are not bundled: ../../README.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../../README.md
clawhub · ↓ 857 ★ 2
IntegrationWordPress
Manage a self-hosted WordPress site via SSH+WP-CLI (primary) and WP REST API (when direct HTTPS access is available). Use when asked to write, draft, publish, update, or delete pos
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 268 ★ 1
Proceduremissing files
botlearn-reminder — BotLearn 7-step onboarding guide that delivers quickstart tutorials every 24 hours; triggers on first BotLearn registration or when user asks about botlearn tut
- References files that are not bundled: assets/tips-state-schema.json
- The response is described with custom markup (3 tags): a typed call is more reliable
- 1 referenced file(s) missing: assets/tips-state-schema.json
clawhub · ↓ 1 244 ★ 1
Integration
AI Agent chatroom with danmaku, Reddit-style comments, and voting.
- 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 · ↓ 1 291 ★ 1
Proceduremissing files
通过云端连接器优先执行浏览器插件数据采集,也可回退到本地连接器;适用于抖音、TikTok、小红书、Amazon、Bilibili 的采集任务,以及 web-collection 首次上手、配置、付费使用说明和 QA 排障。
- References files that are not bundled: assets/bitable-step-00-personal-center.png, assets/bitable-step-01-template-copy.png, assets/bitable-step-02-auth-code.png
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 453
GeneratorYouTube
Video to text converter. Downloads videos from Bilibili using bilibili-api, from other sites using yt-dlp, then transcribes audio using faster-whisper. Use when you need to convert
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 243 ★ 1
IntegrationStripeNotionmissing files
Kaggle API integration with managed authentication. Access datasets, models, competitions, and kernels.
Use this skill when users want to search, download, or interact with Kaggle
- 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 · ↓ 1 532 ★ 1
Analyzer
Explore capability boundaries of a target Skill, analyze optimization potential, generate an optimized version using Training-Free GRPO, and compile results into a structured repor
- 13 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
clawhub · ↓ 689 ★ 3
Integration
Control Box2Robot robotic arms via cloud API — move servos, record trajectories with camera, download datasets, generate videos, and orchestrate AI training/inference.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 456 ★ 1
IntegrationDiscord
Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI for easy configuration.
- 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
- Does not say what the result is
clawhub · ↓ 2 354
ProcedurePlaywright
Fetches skills.sh trending rankings. Use when asking about skill rankings or popular tools.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 353