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
This skill should be used when the user asks to "translate", "翻译", "精翻", "translate article", "translate to Chinese", "translate to English", "改成中文", "改成英文", "convert to Chinese",
- References files that are not bundled: attachments/example-cover.png, attachments/example-diagram.png
- The response is described with custom markup (3 tags): a typed call is more reliable
- 2 referenced file(s) missing: attachments/example-cover.png, attachments/example-diagram.png
clawhub · ↓ 4 655 ★ 2
Analyzer
Handle CSV files from construction software exports. Auto-detect delimiters, encodings, and clean messy data.
- 1 steps
- Does not say what the result is
clawhub · ↓ 3 283 ★ 3
Generator
Create, manage, and deploy Voice.ai conversational AI agents. Use when the user wants to work with voice agents, list their agents, create new ones, or manage agent configurations.
- 17 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
- Does not say what the result is
clawhub · ↓ 3 245 ★ 3
Procedurewill not run
Complete workflow for project documentation including ADRs, PRDs, personas, and docs organization. Use when setting up documentation for a new project or improving existing docs. T
- References files that are not bundled: ../../../commands/bootstrap/bootstrap-docs.md, ../../../commands/development/new-feature.md, ../../../agents/development/
- 11 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: ../../../commands/bootstrap/bootstrap-docs.md, ../../../commands/development/new-feature.md, ../../../agents/development/
clawhub · ↓ 2 646 ★ 4
Analyzer
Evaluate Clawdbot skills for quality, reliability, and publish-readiness using a multi-framework rubric (ISO 25010, OpenSSF, Shneiderman, agent-specific heuristics). Use when asked
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 221 ★ 3
IntegrationPlaywrightYouTubewill not run
Use opencli CLI to interact with social/content websites (Bilibili, Zhihu, Twitter/X, YouTube, Weibo, 小红书, V2EX, Reddit, HackerNews, 雪球, BOSS直聘 etc.) via the user's Chrome login se
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Says nothing while it works
clawhub · ↓ 3 247 ★ 3
Generator
微信公众号自动发文一站式技能。组合 内容策划 + 人性化润色 + 自动创建草稿,一条龙生成公众号文章保存到草稿箱。Use when user needs to write 公众号文章、微信公众号、create wechat public account article, auto save to draft。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 980 ★ 6
ReferenceTelegramwill not run
Deploy the Agent HQ mission-control stack (Express + React + Telegram notifier / Jarvis summary) so other Clawdbot teams can spin up the same board, high-priority watcher, and aler
- References files that are not bundled: scripts/jarvis-connector.js, scripts/notify-jarvis-telegram.js
- 2 referenced file(s) missing: scripts/jarvis-connector.js, scripts/notify-jarvis-telegram.js
- Does not say what the result is
clawhub · ↓ 2 655 ★ 4
GeneratorGitHub
Create and manage Microsoft Advertising campaigns (Bing Ads / DuckDuckGo Ads) via MCP server - campaigns, ad groups, keywords, ads, and reporting
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 187 ★ 3
ProcedureWhatsAppwill not run
Official skill for upkuajing (跨境魔方). Find companies (找公司) and global people (找人) data. Get business registration, background info, and contact details (Email, Phone, WhatsApp). Ide
- 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 · ↓ 1 060 ★ 13
Integration
Python scripts for Zotero - supports search, browse, add items, and full collection management. Both local API and online Web API modes.
- 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 · ↓ 3 203 ★ 3
Procedurewill not run
小红书一键发布 — AI 全流程搞定:自动生成标题 → 撰写正文 → 封面/知识卡片/视频(三种形式) → 一键发布。3 分钟从创意到上线,支持多模型自由切换。触发词:发小红书、发布笔记、小红书发布、发笔记、小红书笔记、写小红书、写笔记。
- References files that are not bundled: {baseDir}/references/title-guide.md, {baseDir}/references/content-guide.md, {baseDir}/references/cover-guide.md
- 3 referenced file(s) missing: {baseDir}/references/title-guide.md, {baseDir}/references/content-guide.md, {baseDir}/references/cover-guide.md
- Does not say what the result is
clawhub · ↓ 1 426 ★ 9
Generatorwill not run
Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes. Breaks content into 1-10 cartoon-style image cards optimized for social media engage
- References files that are not bundled: references/presets/<style>.md, references/palettes/<palette>.md, references/palettes/<name>.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 22 top-level sections: this looks like several domains in one skill
clawhub · ↓ 4 345 ★ 2
Integrationwill not run
Set up and use Bitwarden CLI (bw). Use when installing the CLI, unlocking vault, or reading/generating secrets via bw. Handles session management with BW_SESSION.
- References files that are not bundled: references/get-started.md, references/cli-examples.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: references/get-started.md, references/cli-examples.md
clawhub · ↓ 3 157 ★ 3
Generatorwill not run
Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, Mermaid (rendered to PNG via headless Chrome), PlantUML, footnotes, alerts, infogr
- References files that are not bundled: src, url
- The response is described with custom markup (5 tags): a typed call is more reliable
- 2 referenced file(s) missing: src, url
clawhub · ↓ 4 387 ★ 2
Procedure
Tavily 搜索引擎集成,支持 web 搜索、内容提取、实时新闻查询等功能。使用场景:需要搜索最新网络信息、查找实时新闻、获取专业资料、验证事实准确性等。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 190 ★ 5
Integration
Integrate Backboard.io for assistants, threads, memories, and document RAG via a local backend on http://localhost:5100.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 164 ★ 3
Procedure
Hierarchical project decomposition and planning. Use when breaking down complex projects, structuring information, planning multi-step workflows, or organizing any nested hierarchy
- The response is described with custom markup (3 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 542 ★ 4
Integration
OpenClaw 运维防呆与排障标准化技能。用于跨设备(Gateway + Mac nodes)巡检、远程执行稳定性治理、CLI-only 兼容、配对/审批异常排查、以及对外发布前脱敏检查。用户提到“又报错了/审批超时/pairing required/system.run failed/如何标准化运维规则”时使用。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 4 108 ★ 2
Reference
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 4 052 ★ 2
Analyzer
Evaluates longevity interventions using evidence tiers. Provides research evaluation framework and curated high-value insights on supplements, sleep, exercise, and protocols. Activ
- 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 · ↓ 3 132 ★ 3
Procedure
- 15 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 · ↓ 4 071 ★ 2
Integration
Store and retrieve files via AIFS.space cloud storage API. Use when persisting notes, documents, or data to the cloud; syncing files across sessions; or when the user mentions AIFS
- 1 steps
- Does not say what the result is
clawhub · ↓ 4 021 ★ 2
ProcedureGitHub
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 513 ★ 4
IntegrationAzurewill not run
Chat-based Azure infrastructure assistance using Azure CLI and portal context. Use for querying, auditing, and monitoring Azure resources (VMs, Storage, IAM, Functions, AKS, App Se
- References files that are not bundled: assets/icon.svg
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: assets/icon.svg
clawhub · ↓ 3 969 ★ 2