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.
ReferencePostgreSQLMySQLwill not run
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 · ↓ 1 326 ★ 2
IntegrationGmail
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 · ↓ 3 595
Integrationwill not run
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 · ↓ 1 905 ★ 1
Analyzerwill not run
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 · ↓ 1 338 ★ 2
Analyzer
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 · ↓ 1 915 ★ 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 · ↓ 1 984 ★ 1
Analyzer
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 · ↓ 1 368 ★ 2
Procedurewill not run
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 · ↓ 1 873 ★ 1
Integrationwill not run
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 · ↓ 1 945 ★ 1
IntegrationLinear
Interact with Linear for issue tracking. Use when creating, updating, listing, or searching issues. Supports viewing assigned issues, changing status, adding comments, and managing
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 507
Generatorwill not run
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
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 5 referenced file(s) missing: references/advanced.md, references/examples.md, assets/template.txt
clawhub · ↓ 1 350 ★ 2
GeneratorGitHubwill not run
Growth Engineer for mobile apps and agent runtimes including OpenClaw and Hermes. Correlate analytics, crashes, billing, feedback, store signals, and repo context into proposal dra
- References files that are not bundled: scripts/openclaw-growth-*.mjs
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 25 top-level sections: this looks like several domains in one skill
clawhub · ↓ 4 081
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 · ↓ 2 305 ★ 1
Reference
Trigger Alter macOS app actions via x-callback-urls. Catalog of 84+ actions including ask-anything, translate, summarize, grammar correction, and more.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 588
Analyzerwill not run
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
- References files that are not bundled: assets/gep/events.jsonl
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: assets/gep/events.jsonl
clawhub · ↓ 1 285 ★ 2
Procedure
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 · ↓ 1 285 ★ 2
Generatorwill not run
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the
- References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
- 12 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
clawhub · ↓ 1 839 ★ 1
ProcedureGitHub
🇺🇸 Product Launch & Product Hunt #1 Playbook — Multi-channel launch timing and sequencing. T-14 warm-up → T-0 launch day → T+7 momentum. Hunter selection, maker comment templates
- 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 · ↓ 2 111 ★ 1
ProcedureWordPDF
本科/研究生毕业论文格式规范检测、自动修复与对比报告生成工具。 当用户需要检查论文格式是否符合学校规范、修复论文格式问题、生成修改对比报告时使用此 Skill。 支持任意学校的撰写规范文档(.doc/.docx/.txt/.pdf)输入,自动解析规范要求并与论文文档进行逐项对比检测。 典型触发场景:用户提到"论文格式检查"、"毕业论文排版"、"格式规范检测"
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 873 ★ 1
Procedurewill not run
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 · ↓ 1 367 ★ 2
Referencewill not run
AI 新闻日报 v1.0.3 - 自动抓取全球 AI 行业最新动态,每日推送 10 条精选新闻。支持英文标题/内容自动翻译、400-500 字中文摘要、外部配置 (config.yaml)、失败重试、智能去重。安装后自动创建 OpenClaw 定时任务,每天早上 9:00 自动推送到对话框。用于定时抓取 AI 新闻、RSS 聚合、多语言支持。
- References files that are not bundled: url
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: url
clawhub · ↓ 1 302 ★ 2
Reference
Digital Swiss Army knife for everyday labor that standard models can't handle out of the box. Use when: (1) Need to manipulate files (rename, move, copy, delete), (2) Working with
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 3 495
Integrationwill not run
将 flomo 所有记录 memo 同步/备份到本地 Markdown 文件的工具。使用 scripts/flomo-sync.py 脚本通过 flomo API 拉取 memo,支持增量同步、附件下载、多文件输出。当用户需要备份 flomo、同步 flomo memo 到本地、导出 flomo 笔记为 Markdown 时使用。
- References files that are not bundled: images/2024/07/11/MTI3MTMwMzQ0_photo.png, path
- 2 referenced file(s) missing: images/2024/07/11/MTI3MTMwMzQ0_photo.png, path
- Does not say what the result is
clawhub · ↓ 1 279 ★ 2
Reference
使用 GLM 联网搜索 MCP 进行网络搜索。触发条件:(1) 用户要求进行网络搜索、在线搜索、查找信息 (2) 需要查询最新资讯、新闻、资料 (3) 使用 GLM 的 web_search 功能
- 1 steps
- Does not say what the result is
clawhub · ↓ 3 432
Reference
Assist with Litecoin LTC transactions, address formats, fees, and MWEB privacy features.
- 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
- Does not say what the result is
clawhub · ↓ 1 269 ★ 2