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.
Proceduremissing files
Check whether an AI agent skill is safe before installing or using it. Calls the PYX Scanner API to retrieve trust status, risk score, and safety recommendation. Use when agent nee
- References files that are not bundled: {detail_url}, {badge_url}
- 2 referenced file(s) missing: {detail_url}, {badge_url}
- Does not say what the result is
clawhub · ↓ 1 887 ★ 4
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 233 ★ 3
IntegrationYouTube
Access Scrappa's MCP server for Google, YouTube, Amazon, LinkedIn, Trustpilot, flights, hotels, and more via Model Context Protocol
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 867 ★ 2
Proceduremissing files
中国财税法律专业知识助手。当用户涉及中国税法咨询、税务筹划分析、税务合规审查、税收政策解读、税务争议处理等任务时,应使用本 Skill。适用场景包括但不限于:增值税、企业所得税、个人所得税、印花税、土地增值税等税种分析,税务筹划方案设计,税务稽查应对,以及涉税法律法规查询。
- References files that are not bundled: references/tax-treaties.md
- 1 referenced file(s) missing: references/tax-treaties.md
- Does not say what the result is
clawhub · ↓ 2 972 ★ 2
Generator
AI Background Removal - Remove background from images, create transparent PNG. Supports JPG, PNG, WebP local files and remote URLs. One credit per image.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The response is described with custom markup (3 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 2 797 ★ 3
Referencemissing files
Coding style standards, security guidelines, and accessibility requirements. Use when (1) Writing new code, (2) Reviewing code for style/security, (3) Implementing UI/UX features,
- References files that are not bundled: references/coding-style.md, references/security-checklist.md, references/accessibility-standards.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: references/coding-style.md, references/security-checklist.md, references/accessibility-standards.md
clawhub · ↓ 4 101 ★ 1
Proceduremissing files
- References files that are not bundled: scripts/glm_ocr_extract.py, scripts/glm_understanding.py
- 2 referenced file(s) missing: scripts/glm_ocr_extract.py, scripts/glm_understanding.py
- Does not say what the result is
clawhub · ↓ 5 386 ★ 1
Integrationmissing files
Design, implement, debug, and harden integrations between AI agents and Bitrix24 REST API (webhooks, OAuth 2.0, scopes, events, batch, limits, and REST 3.0). Use when asked to conn
- References files that are not bundled: references/catalog-<pack>.md, references/chains-<pack>.md
- 2 referenced file(s) missing: references/catalog-<pack>.md, references/chains-<pack>.md
- No condition that starts the skill
clawhub · ↓ 1 905 ★ 4
IntegrationGmailTelegrammissing files
Gmail Inbox Zero Triage - Interactive inbox management using gog CLI with Telegram buttons. Use when the user wants to achieve inbox zero, triage their Gmail inbox interactively, p
- References files that are not bundled: scripts/queue_manager.py
- 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
clawhub · ↓ 2 922 ★ 2
ProcedureGitHubPostgreSQL
Store and query structured data without planning schemas upfront. Use when you need to remember information, track entities across conversations, build knowledge bases, ingest API
- 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 · ↓ 2 884 ★ 2
IntegrationMicrosoft TeamsStripemissing files
Microsoft Teams API integration with managed OAuth. Manage teams, channels, messages, and meetings via Microsoft Graph API.
Use this skill when users want to list teams, create cha
- 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 · ↓ 3 191 ★ 2
IntegrationGmailGoogle Docs
Use when asked to send email, check inbox, read emails, check calendar, schedule meetings, create events, search Google Drive, create Google Docs, read or write spreadsheets, find
- The response is described with custom markup (3 tags): a typed call is more reliable
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 4 121 ★ 1
Procedure
当用户要连接、配置、验证、排障或控制小度智能屏 MCP 与小度 IoT MCP 时使用,包括识别小度授权页文本、写入 mcporter 配置、列设备、文本播报、语音指令、拍照、资源推送,以及灯光/空调/风扇/窗帘/电视机顶盒/投影/扫地机/门锁等 IoT 控制与场景触发。
- 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 · ↓ 1 855 ★ 4
Generator
Create and sell digital products on Clawver. Upload files, set pricing, publish listings, track downloads. Use when selling digital goods like art packs, ebooks, templates, softwar
- 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 · ↓ 2 858 ★ 2
ReferenceGitHub
Internet-native payments using the HTTP 402 Payment Required standard. Set up as a buyer to pay for API access, or as a seller to monetize your APIs.
- 22 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 · ↓ 2 813 ★ 2
Analyzer
Uses visual AI on frontal faces to recognize multi-dimensional emotions like happiness, sadness, depression, calmness, anger, surprise, and fear in real-time. Supports emotion inte
- 1 steps
- Does not say what the result is
clawhub · ↓ 2 196 ★ 5
Integrationmissing files
Swiss phone directory lookup via search.ch API. Search for businesses, people, or reverse-lookup phone numbers. Use when: (1) finding contact details for Swiss companies or people,
- References files that are not bundled: references/configuration.md
- 1 referenced file(s) missing: references/configuration.md
- No condition that starts the skill
clawhub · ↓ 2 792 ★ 2
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 804 ★ 2
Analyzer
Analyzes incoming call content for multi-dimensional risk, intelligently identifies scam scripts, determines if a call is fraudulent, assesses risk levels, and generates an Anti-Fr
- 1 steps
- Does not say what the result is
clawhub · ↓ 2 365 ★ 5
Integration
查询 ACP 网络中的 Agent 排行榜、统计和搜索 API。当用户询问 ACP 排名、活跃度分数、Agent 简介、Agent 搜索或 ACP 数据时使用。通过 curl 返回 JSON。
- 12 top-level sections: this looks like several domains in one skill
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 168 ★ 3
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 4 085 ★ 1
Analyzer
Analyzes videos to evaluate human eating behaviors, habits, and dietary patterns. It identifies tendencies towards unhealthy eating and provides structured analysis reports along w
- 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 · ↓ 2 177 ★ 5
Integration
Manage Vikunja projects and tasks (overdue/due/today), mark done, and get quick summaries via the Vikunja API.
- 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 · ↓ 2 758 ★ 2
Procedure
Manage files across cloud providers with authentication, cost awareness, and multi-provider operations.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 713 ★ 2
Analyzer
Determines nine TCM constitution types including Yin deficiency, Yang deficiency, Qi deficiency, phlegm-dampness, and blood stasis through facial features and physical signs, and p
- 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 · ↓ 2 208 ★ 5