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.

38 082 found

vmware-pilot

C process
ProcedureKubernetesmissing files

Use this skill whenever the user wants to design, execute, or manage complex multi-step VMware workflows with human approval gates and explicit, best-effort rollback. Pilot is the

  • References files that are not bundled: ../vmware-aiops/SKILL.md, ../vmware-monitor/SKILL.md, ../vmware-nsx/SKILL.md
  • 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 · ↓ 2 440 ★ 1
Procedure

  • 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 · ↓ 1 125 ★ 2

xhs-note-creator

F process
Proceduremissing files

小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含:根据用户的需求和提供的资料,撰写小红书笔记内容(标题+正文),生成图片卡片(封面+正文卡片),以及发布小红书笔记。

  • References files that are not bundled: assets/styles.css
  • 1 referenced file(s) missing: assets/styles.css
  • Does not say what the result is
clawhub · ↓ 1 694 ★ 1
Procedure

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 144 ★ 2

mongodb-atlas

D process
IntegrationMongoDB

browse MongoDB Atlas Admin API specifications and execute operations (if credentials provided).

  • 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 · ↓ 3 059
Generator

Opinionated guide for building dApps on Arbitrum using Stylus (Rust) and/or Solidity. Covers local devnode setup, contract development, testing, deployment, and React frontend inte

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 3 157

openclaw-spirits

D process
Generator

Companion spirit system for OpenClaw agents. Every user gets a unique spirit creature — deterministically generated from their identity (24 species, 5 rarities from Common to Mythi

  • 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 · ↓ 1 162 ★ 2
ProcedureWordExcel

专为需要直接操作系统应用并进行深度数据分析的场景设计。 【强制触发场景】: - 用户提及 Excel、WPS、Word、TXT、Markdown、RTZ 等文件的读取/写入/操控 - 用户想从任何应用中「抓取」「提取」「获取」数据 - 用户需要对数据进行「深度分析」「趋势研究」「异常检测」「预测」 - 用户要求生成「图表」「可视化」「仪表盘」「数据报告」 -

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 3 254
AnalyzerGitHub

Review GitHub and ClawHub release plans, metadata, tags, release notes, and final publish order before a human runs any commands.

  • 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
  • No condition that starts the skill
clawhub · ↓ 1 207 ★ 2
IntegrationPostgreSQL

Vector memory engine with PostgreSQL + pgvector + OpenAI embeddings. Stores, searches, and injects contextual memories into LLM prompts. Includes auto-injection hook for OpenClaw a

  • 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
  • Does not say what the result is
clawhub · ↓ 1 681 ★ 1

openclaw-memoria

D process
Integration

Local-first, multi-agent persistent memory for AI assistants. Use it to install, operate, connect, diagnose, or update Memoria on macOS.

  • 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 · ↓ 1 319 ★ 2
Proceduremissing files

同程特价机票查询与价格监控技能。通过第三方旅行平台API查询机票价格,支持自然语言解析、价格监控、降价推送(飞书)。当用户需要查询机票价格、监控特定航班价格波动、设置价格提醒时使用此技能。

  • References files that are not bundled: scripts/query_prices.py
  • 1 referenced file(s) missing: scripts/query_prices.py
  • Does not say what the result is
clawhub · ↓ 922 ★ 3

Cost

D process
Generator

A comprehensive AI agent skill for understanding, managing, and reducing costs in business. Helps you build cost visibility across your operation, identify where money is being spe

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 2 163 ★ 1
TemplateGitHubmissing files

Initialize a multi-agent AI development framework for any project. Creates .github/ structure with agents, hooks, instructions, prompts, and planning-with-files skill. Sets up spec

  • References files that are not bundled: .spec-flow/active/{{PROJECT_SLUG}}/tasks.md, AGENTS.md, templates/skills/planning-with-files/
  • 10 top-level sections: this looks like several domains in one skill
  • 3 referenced file(s) missing: .spec-flow/active/{{PROJECT_SLUG}}/tasks.md, AGENTS.md, templates/skills/planning-with-files/
clawhub · ↓ 767 ★ 4

shareone

D process
ProcedurePowerPointGitHub

Host HTML/Markdown pages and share PDF, Word, or PowerPoint docs as ShareOne short links. Use for publishing, passwords/watermarks, comments, downloads, updates, or Git-backed remo

  • 10 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
  • Does not say what the result is
clawhub · ↓ 2 529 ★ 1

easy-xiaohongshu

D process
Integration

  • 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 · ↓ 1 197 ★ 2

chart-generator

F process
GeneratorWordExcelmissing files

Data visualization chart generator. Use when user needs to create charts from data for reports, presentations, or documents. Supports bar, line, pie, scatter, radar charts with PNG

  • References files that are not bundled: {base64_img}
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 1 referenced file(s) missing: {base64_img}
clawhub · ↓ 1 715 ★ 1

funasr-asr

D process
Procedure

Local speech recognition using Alibaba DAMO Academy's FunASR. Triggers: (1) user sends voice message requiring transcription, (2) need to transcribe audio/video files, (3) download

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 172 ★ 2

file-reader

D process
Reference

文件读取技能。当用户需要读取文件内容、查看文件、cat 文件时激活。支持读取文本文件、配置文件、代码文件等。

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 3 130

fitness-coach

F process
Analyzermissing files

Professional fitness and nutrition coaching system with specialized personas. Features a certified dietitian for meal planning and macro management, and a university-educated profe

  • References files that are not bundled: scripts/analyze-progress.py
  • 1 referenced file(s) missing: scripts/analyze-progress.py
  • Does not say what the result is
clawhub · ↓ 1 149 ★ 2

youtube-master

D process
IntegrationYouTube

Get YouTube video info, statistics, descriptions, thumbnails, and optionally transcripts. Uses YouTube Data API (free) for basic info and Apify (optional) for transcripts.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 145 ★ 2

solo-plan

D process
GeneratorDockermissing files

Explore codebase and create spec + phased implementation plan with file-level task breakdown. Use when user says "plan this feature", "create implementation plan", "write a spec",

  • References files that are not bundled: spec.md
  • 1 referenced file(s) missing: spec.md
  • Does not say what the process needs to start
clawhub · ↓ 1 680 ★ 1

prometheus

D process
AnalyzerKubernetes

Prometheus monitoring — scrape configuration, service discovery, recording rules, alert rules, and production deployment for infrastructure and application metrics.

  • 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 · ↓ 1 638 ★ 1

Agents Mail

D process
IntegrationGitHub

Free email for AI agents. No sign-up needed. One call to get a mailbox and send.

  • 14 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • Does not say what the process needs to start
clawhub · ↓ 1 190 ★ 2

quick-learn

C process
Proceduremissing files

A Feynman-based learning coach for systematic multi-day learning plans and quick article/book breakdowns. Supports EN and ZH.

  • References files that are not bundled: URL
  • 1 referenced file(s) missing: URL
  • No condition that starts the skill
clawhub · ↓ 936 ★ 3