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.
Procedure
- 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 · ↓ 1 451 ★ 2
Analyzermissing files
Generate FOSMVVM Fields protocols with validation rules, FormField definitions, and localized messages. Define form contracts once, validate everywhere.
- References files that are not bundled: ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md, ../fosmvvm-viewmodel-generator/SKILL.md
- 10 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md, ../fosmvvm-viewmodel-generator/SKILL.md
clawhub · ↓ 1 450 ★ 2
ReferenceKubernetesmissing files
Browser automation for Kubernetes dashboards and web UIs. Use when interacting with Kubernetes Dashboard, Grafana, ArgoCD UI, or other web interfaces. Requires MCP_BROWSER_ENABLED=
- References files that are not bundled: ../k8s-gitops/SKILL.md, ../k8s-diagnostics/SKILL.md
- 11 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: ../k8s-gitops/SKILL.md, ../k8s-diagnostics/SKILL.md
clawhub · ↓ 3 749
Integration
Amazon SP-API skill for OpenClaw agents. Fetch orders, check FBA inventory, manage listings and pricing. Works with any marketplace and seller account.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 031 ★ 1
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 569 ★ 10
AnalyzerGitHub
Use when the user wants to protect their workspace from credential theft, prompt injection, or data exfiltration — even if they don't mention "canaries" or "honeytokens" directly.
- 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 process needs to start
clawhub · ↓ 1 471 ★ 2
ProcedurePostgreSQLMongoDBmissing files
Data migration and synchronization to SurrealDB from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL. Full and incremental CDC sync. Part of the surreal-skills collection.
- References files that are not bundled: ../../rules/surreal-sync.md
- 1 referenced file(s) missing: ../../rules/surreal-sync.md
- Does not say what the result is
clawhub · ↓ 1 405 ★ 2
ProcedureNotion
Tech/market trend weekly auto-report
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 966 ★ 1
Reference
Configure or inspect a local execution policy gate when the user requests JEP Guard protection.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 541 ★ 1
Analyzer
URL safety scanner and domain reputation checker. Use when: checking if a URL is safe before visiting, scanning links in emails/messages, verifying domains for phishing/malware/sca
- 1 steps
- Does not say what the result is
clawhub · ↓ 2 125 ★ 1
GeneratorWhatsAppmissing files
Search global companies and professional contacts for cross‑border B2B lead generation. Help exporters, sourcing agents and sales teams identify purchasing decision‑makers, source
- References files that are not bundled: scripts/*.py
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/*.py
clawhub · ↓ 1 845 ★ 2
Reference
腾讯云通用文字识别(高精度版)(GeneralAccurateOCR) 技能包。当用户发送/粘贴图片、提供图片URL、或要求识别图片中的文字时,应自动调用此技能。支持图像整体文字的检测和识别,支持中文、英文、中英文、数字和特殊字符号的识别,并返回文字框位置和文字内容。适用于文字较多、版式复杂、对识别准召率要求较高的场景,如网络图片、街景店招牌、法律卷宗、多语
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 987 ★ 1
Integrationmissing files
CLI for AI agents to lookup Pokémon info for their humans. Uses PokéAPI. No auth required.
- References files that are not bundled: scripts/pokemon
- The response is described with custom markup (4 tags): a typed call is more reliable
- 1 referenced file(s) missing: scripts/pokemon
clawhub · ↓ 2 008 ★ 1
Proceduremissing files
AutoMD-GROMACS: AI-friendly molecular dynamics automation for GROMACS with workflow, enhanced sampling, special-system simulation, advanced analysis, and publication-ready visualiz
- References files that are not bundled: references/templates/
- 1 referenced file(s) missing: references/templates/
- Does not say what the result is
clawhub · ↓ 1 499 ★ 2
Integration
AnyGen: AI-powered content creation suite. Create slides/PPT, documents, diagrams, websites, data visualizations, research reports, storybooks, financial analysis, and images. Supp
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 014 ★ 1
Integrationmissing files
Cross-asset market intelligence API for AI agents. 130+ endpoints across macro regime detection, risk scoring, trading signals (IGNITION/ACCUMULATION/DISTRIBUTION/CAPITULATION), wh
- References files that are not bundled: references/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/endpoints.md
clawhub · ↓ 2 077 ★ 1
Generatormissing files
Create effective skills for clawhub registry. Use when: (1) Creating new skill for publication, (2) Updating existing skill metadata, (3) Optimizing skill structure for AI agents,
- References files that are not bundled: references/advanced.md, references/examples.md, assets/template.txt
- 5 referenced file(s) missing: references/advanced.md, references/examples.md, assets/template.txt
- Does not say what the result is
clawhub · ↓ 1 444 ★ 2
ProcedureGmail
Gmail triage assistant using Haiku LLM for classification, label application, and draft replies (uses gog CLI; never auto-sends).
- 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 · ↓ 3 740
Generator
A comprehensive AI agent skill for managing the files, folders, and documents that accumulate across your digital life. Organizes chaos into clarity, builds naming systems that act
- 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 · ↓ 4 069
Integration
- 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 · ↓ 3 625
ProcedureYouTubemissing files
Use this skill when the user provides a video URL and wants a complete Markdown learning note. It downloads the original video, transcribes audio with qwen-audio/STT, extracts time
- References files that are not bundled: relative/path/to/video.mp4, selected_frames/frame_000003__00-01-30.jpg
- The response is described with custom markup (5 tags): a typed call is more reliable
- 2 referenced file(s) missing: relative/path/to/video.mp4, selected_frames/frame_000003__00-01-30.jpg
clawhub · ↓ 1 406 ★ 2
IntegrationGitHub
AI trading memory for MT5/forex traders. Record every trade, discover patterns, and get AI-powered reflections with automatic strategy adjustments. The only trading memory system w
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
clawhub · ↓ 1 422 ★ 2
Reference
Cin7 Core inventory management -- products, stock, orders, purchases, customers, and suppliers via bash scripts.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 375 ★ 2
ProcedureGitHubmissing files
获取高质量 A 股投资数据,基于 investment_data 项目。支持日终价格、涨跌停数据、指数数据等。每日更新,多数据源交叉验证。触发词:股票数据、A股数据、金融数据、量化数据、历史行情。
- References files that are not bundled: references/api.md, docs/faq.md
- 12 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: references/api.md, docs/faq.md
clawhub · ↓ 1 950 ★ 1
Generator
Write and execute Python scripts using Amazon Nova Act for AI-powered browser automation tasks like flight searches, data extraction, and form filling.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
clawhub · ↓ 1 468 ★ 2