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.
AnalyzerPostgreSQL
PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 828
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 · ↓ 872 ★ 1
Integration
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
- The response is described with custom markup (5 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 609
Analyzerwill not run
Agent Skills (SKILL.md) builder, auditor, and improver for cross-platform LLM agents.
Use for "skeall", "build a skill", "create skill", "improve skill", "audit skill",
"skill revi
- References files that are not bundled: path
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 588
AnalyzerGitHub
Extract text from images, documents and scanned PDFs using OpenOCR - supports text detection, recognition, universal VLM recognition, and document parsing with layout analysis
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 588
Generator
Manage UpNote notes and notebooks via x-callback-url automation. Use when a user asks to create notes, open notes, create notebooks, view tags, or manage content in UpNote.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 590
Generator
Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation. Use when
- 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
- The response is described with custom markup (9 tags): a typed call is more reliable
clawhub · ↓ 870 ★ 1
Generatorwill not run
Generate Fluent DataModels for FOSMVVM server-side persistence. Scaffolds models, migrations, and tests for database-backed entities.
- References files that are not bundled: ../fosmvvm-fields-generator/SKILL.md, ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md
- 12 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../fosmvvm-fields-generator/SKILL.md, ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md
clawhub · ↓ 1 625
Integration
Reddit intelligence CLI for AI agents. Use when working with reddit posts, subreddit research, comments, user profiles, wiki pages, domain mentions, marketing, community rules, or
- The response is described with custom markup (22 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 868 ★ 1
Procedure
- 18 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 · ↓ 890 ★ 1
IntegrationGitHubGitLab
Set up automatic scheduled backups to GitHub or GitLab. Use when users want to backup their OpenClaw workspace or other directories. Supports GitHub CLI for easy repo creation. Wor
- 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 · ↓ 844 ★ 1
Procedure
全网比价助手,支持淘宝/天猫、京东、拼多多、抖音、快手、苏宁、唯品会、考拉、1688 十大平台实时比价。含优惠券筛选、热门爆品、省钱计算、购买链接。用户想购物、比价、找优惠券、看热销榜时使用。
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 579
Analyzer
体检健康风险评估。基于体检报告对心脑血管、糖代谢、肿瘤、代谢综合征等多维度健康风险进行分级,生成含时间节点的个性化健康管理方案(JSON + 健康风险报告)。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 001 ★ 1
Analyzerwill not run
A comprehensive, self-evolving skill designed to diagnose and solve OpenClaw issues by following a structured, multi-stage resolution cycle. It incorporates Proactive Prediction (L
- References files that are not bundled: scripts/watchdog_state.json, scripts/gateway_watchdog.log
- 10 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: scripts/watchdog_state.json, scripts/gateway_watchdog.log
clawhub · ↓ 914 ★ 1
Procedurewill not run
复星财富(Fosun Wealth)港美股 OpenAPI 交易总入口 skill:统一管理共享凭证 `fosun.env`(生成/修复/备份恢复),并在实盘与模拟盘间路由执行账户、资金、持仓、流水、行情、下单/撤单/改单等能力;全局单凭证 `FOSUN_ENV_PATH`,变更操作强制二次确认并遵循单步执行。
- References files that are not bundled: fosun-env-setup/SKILL.md, fosun-env-setup/reference/credential-management-flow.md
- 2 referenced file(s) missing: fosun-env-setup/SKILL.md, fosun-env-setup/reference/credential-management-flow.md
- Does not say what the result is
clawhub · ↓ 1 783
Integration
Operate the GlueX Solana protocol (register profiles, listen to bounties, claim tasks, approve rewards, map social graph connections) directly from the CLI.
- 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 · ↓ 864 ★ 1
Analyzer
Auto-consolidates agent memory files after sessions — like REM sleep for AI agents. Prevents MEMORY.md from growing unbounded by using an LLM to prune stale context, resolve contra
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 889 ★ 1
IntegrationObsidian
获取 HuggingFace Papers 热门 AI 论文,自动翻译摘要为中文,生成带趋势分析的双语报告。
支持 DeepLX 和 OpenAI 兼容 LLM 两种翻译后端,自动降级。可保存为 Markdown 文件,方便导入 Obsidian 等笔记工具。
使用场景:
1. 用户想查看 HuggingFace 上的热门论文
2. 用户问"最近有什么
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 633 ★ 2
Procedurewill not run
Your hands in the user's real browser. Operate the user's own Chrome with their logged-in sessions — extract data behind login walls, reverse-engineer website APIs into reusable sk
- References files that are not bundled: browser-automation/SKILL.md, web-data-extractor/SKILL.md, platform-data-explorer/SKILL.md
- 10 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: browser-automation/SKILL.md, web-data-extractor/SKILL.md, platform-data-explorer/SKILL.md
clawhub · ↓ 912 ★ 1
Procedurewill not run
- References files that are not bundled: LICENSE
- 17 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 1 570
Generatorwill not run
Generate SwiftUI views that render FOSMVVM ViewModels. Scaffolds ViewModelView pattern with binding, loading states, and previews.
- References files that are not bundled: ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md, ../shared/architecture-patterns.md
- 17 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: ../../docs/FOSMVVMArchitecture.md, {baseDir}/references/FOSMVVMArchitecture.md, ../shared/architecture-patterns.md
clawhub · ↓ 1 610
IntegrationStripeNotionwill not run
GetResponse API integration with managed OAuth. Manage email marketing campaigns, contacts, newsletters, autoresponders, segments, workflows, ecommerce/shops, SMS, landing pages, w
- 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 · ↓ 1 700
Reference
一键代码图谱助手 — 包装 npm codegraph,自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 910 ★ 1
Procedure
Forces the AI to use a "temporary file + environment variable isolation" workflow for script execution, completely resolving terminal freezes and escaping errors in Windows PowerSh
- 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 · ↓ 839 ★ 1
Template
TypeScript advanced patterns — branded types, discriminated unions, template literals, generics, type guards, tsconfig optimization, and migration strategies
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 585