SKILLEMALL.ai

Skill reviews

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.

29 230 found

Integrationwill not run

Safe OpenClaw gateway restart workflow with doctor precheck, checkpoint, restart-health-resume chain, task continuation, reconcile, and user-visible notifications.

  • References files that are not bundled: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
  • 3 referenced file(s) missing: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
  • No condition that starts the skill
clawhub · ↓ 1 226 ★ 2

find-the-book

D process
Procedure

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 724 ★ 1

bot-status-api

D process
Integration

Deploy a lightweight status API that exposes your OpenClaw bot's runtime health, service connectivity, cron jobs, skills, system metrics, and more. Use when setting up a monitoring

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 3 307

quark-lazy-cli

F process
Integrationwill not run

基于 QAS(夸克网盘自动转存项目)的懒人追剧、追番 SKILL,也内置了一个 CLI 工具。即使 QAS 的剧集订阅失效,它也可以重新搜索资源、探查多级资源目录,并在多个最新候选资源中按用户偏好(如更高清晰度)转存新剧集和缺失剧集。可以交给本地 OpenClaw、Hermes Agent 或其他Claude Code, Codex Agent 使用,用来设

  • References files that are not bundled: scripts/*.sample.sh, scripts/*.local.sh
  • 2 referenced file(s) missing: scripts/*.sample.sh, scripts/*.local.sh
  • Does not say what the result is
clawhub · ↓ 1 796 ★ 1

npkill

D process
Generator

Clean up node_modules and .next folders to free up disk space using npkill. Specifically designed to help JavaScript and Next.js developers remove accumulated build artifacts that

  • 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 · ↓ 3 293

insecure-defaults

F process
Analyzerwill not run

Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing confi

  • References files that are not bundled: references/examples.md
  • 1 referenced file(s) missing: references/examples.md
  • Does not say what the result is
clawhub · ↓ 3 243

contextui

F process
Procedurewill not run

Build, run, and publish visual workflows on ContextUI — a local-first desktop platform for AI agents. Create React TSX workflows (dashboards, tools, apps, visualizations), manage l

  • References files that are not bundled: examples/KokoroTTS/ui/ServerLauncher/, examples/KokoroTTS/
  • 10 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: examples/KokoroTTS/ui/ServerLauncher/, examples/KokoroTTS/
clawhub · ↓ 3 271

mem9

F process
Reference

⚠️ DEPRECATED — This local copy is no longer maintained. The canonical skill lives at https://clawhub.ai/c4pt0r/mem9-ai If you are reading this, run the update command below to pu

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 1 758 ★ 1

web-access

F process
Procedurewill not run

所有联网操作必须通过此 skill 处理,包括:搜索、网页抓取、登录后操作、网络交互等。 触发场景:用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容(小红书、微博、推特等)、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。

  • References files that are not bundled: references/site-patterns/, references/site-patterns/{domain}.md
  • 2 referenced file(s) missing: references/site-patterns/, references/site-patterns/{domain}.md
  • Does not say what the result is
clawhub · ↓ 1 689 ★ 1

serpapi-search

D process
Reference

Search the web using SerpAPI with customizable engines (Google, Google AI Mode, Bing, etc.). Use when user needs web search results via SerpAPI.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 219 ★ 2

smart-scraper-web

D process
Procedure

  • The response is described with custom markup (4 tags): a typed call is more reliable
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 944 ★ 2

mermaid-architect

F process
Generatorwill not run

Generate beautiful, hand-drawn Mermaid diagrams with robust syntax (quoted labels, ELK layout). Use this skill when the user asks for "diagram", "flowchart", "sequence diagram", or

  • References files that are not bundled: assets/examples/microservice-arch.mmd, assets/examples/sequence-api.mmd, assets/examples/state-lifecycle.mmd
  • 3 referenced file(s) missing: assets/examples/microservice-arch.mmd, assets/examples/sequence-api.mmd, assets/examples/state-lifecycle.mmd
  • Does not say what the result is
clawhub · ↓ 3 229

expanso

D process
Procedure

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 3 251
Integration

Post tweets, threads, and media to X/Twitter via API v2 — secure OAuth 1.0a signing, minimal dependencies (commander + dotenv only).

  • 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 · ↓ 1 717 ★ 1
Procedure

飞书深度研究报告生成器。自动执行深度研究并将结果导入为飞书文档。输入研究主题和云空间文件夹token,自动生成结构化研究报告并上传到飞书云空间。用于投资研究、行业分析、竞品调研、技术调研等需要多步骤信息收集和文档化的场景。

  • 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 · ↓ 3 222

discord-admin

D process
IntegrationDiscord

Full Discord server administration suite for OpenClaw — roles, moderation, channels, invites, webhooks, audit log, and member management.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 276 ★ 2

guardrails

D process
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 · ↓ 3 237

moss-docs

D process
Reference

Documentation and capabilities reference for Moss semantic search. Use for understanding Moss APIs, SDKs, and integration patterns.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 767 ★ 1

amongclawds

D process
Procedure

Play AmongClawds - social deduction game where AI agents discuss, debate, and hunt traitors

  • 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 · ↓ 3 248

auto-content-blog

F process
Procedurewill not run

Full end-to-end SEO + GEO content creation pipeline for crypto/Web3 teams. Trigger this skill when the user wants to: write a blog post or article, research keywords, generate a co

  • References files that are not bundled: references/scoring-rubrics.md, references/ai-patterns-blacklist.md, references/output-templates.md
  • 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 · ↓ 1 201 ★ 2

neokarma

D process
Procedure

Persistent personality for AI agents — define, evolve, and share your soul

  • 13 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 · ↓ 1 202 ★ 2
IntegrationKubernetesGitHubwill not run

Use this skill whenever the user needs to manage VMware NSX security (rebranded VMware vDefend in VCF 9) — distributed firewall (DFW) policies, security groups, microsegmentation,

  • References files that are not bundled: ../vmware-pilot/SKILL.md, ../vmware-policy/SKILL.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 · ↓ 4 762

clawteam

D process
Generator

Use this skill when the user wants to assemble a team for a project by matching people based on skills, roles, and work styles. Triggers on "find a team", "build a team", "I need a

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 1 735 ★ 1
Analyzer

AI 学习记录与成长追踪工具。用于记录 AI/LLM 学习笔记、使用心得、Prompt 技巧、工具体验等,并提供学习指导和规划。当用户提到以下任何话题时都应使用此 skill:AI 学习记录、学习笔记、AI 使用心得、Prompt 工程学习、模型对比体验、AI 工具使用记录、LLM 学习、RAG 学习、Agent 学习、MCP 学习、AI 微调实践、AI 学

  • 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 · ↓ 1 699 ★ 1

vmware-vks

F process
ProcedureKubernetesGitHubwill not run

Use this skill whenever the user needs to manage vSphere Kubernetes Service (VKS) — Supervisor clusters, vSphere Namespaces, and TKC cluster lifecycle. Directly handles: check VKS

  • References files that are not bundled: ../vmware-pilot/SKILL.md, ../vmware-policy/SKILL.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 · ↓ 4 907