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ClawHub Skills Lib
ClawHub Skills Lib

Browse 50.000+ community-built AI agent skills for OpenClaw. Updated daily from clawhub.ai.

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Home/Use Cases/🤖 Build an AI Agent

🤖 Build an AI Agent AI Agent Skills

Design and configure AI agents — system prompts, LLM settings, personas, and tool connections via MCP.

These skills cover the foundation of agent building: writing system prompts that shape behavior, configuring LLM parameters for different tasks, designing personas, connecting your agent to external tools via MCP servers, and building chatbot workflows. Ideal for developers building on OpenClaw, Claude Code, or any SKILL.md-compatible platform.

4,350 skills4 types

Browse by Type

Write system prompts, configure LLM parameters, and set up agent behavior and constraints.

🔧ai-llm

ai-chat

ai-chat
acedatacloud
v1.0.1
View Details

Access 50+ LLM models through AceDataCloud's unified chat APIs. Use when you need native Claude Messages, OpenAI-compatible chat/responses calls, text embeddings for search or RAG, or stateful conversations and scheduled agent tasks across GPT, Claude, Gemini, Grok, Kimi, GLM, and DeepSeek models. Supports streaming, multimodal input, and tool calling.

17
915
1mo ago
🔧ai-llm

Gemini Scraper API - Answers, Citations, AI Visibility

gemini-scraper-api
scavio-ai
v1.0.0
View Details

Send a prompt to Google Gemini and get the answer it gives as structured JSON - the full Markdown answer, the URLs it cites and the products it recommended. Same shape as the ChatGPT skill, for AI visibility, GEO and brand monitoring across assistants. 5 credits per answered prompt.

1
93
1mo ago
🔧ai-llm

Doubao Launch

doubao-launch
banner90
v1.0.6
View Details

Launch Doubao desktop application and configure real-time translation window.

0
1.3k
6mo ago
🔧prompt-config

local-config-model-recommender

local-config-model-recommender
garygou1024
v1.0.0
View Details

Intelligently recommends optimal AI models based on task requirements. Dynamically reads the user's OpenCLAW configuration and provides context-aware model s...

0
1k
6mo ago
🔧ai-llm

Forage Shopping

forage-shopping
jalexspringer
v1.0.0
View Details

Search and compare products across merchants. Find the best deals with price comparison and shopping recommendations.

0
1.5k
1
8mo ago
🔧prompt-config

Vibe Creating Prompt

vibe-creating-prompt
alisa0808
v0.1.0
View Details

Judges whether a user's input suits the Vibe Creating style of video-prompt writing, and when it does, distills single-scene prompts, multi-shot descriptions...

0
502
4mo ago
Browse all 640 Prompt & Configuration skills →

Quick install — most popular build an ai agent skill:

clawdbot install ryancampbell/agent-autonomy-kit

All Build an AI Agent Skills

Lang:

4,350 skills found

Page 1 of 182

🤖Agent Frameworks

Agent Autonomy Kit

agent-autonomy-kit
ryancampbell
v1.0.0
View Details

Stop waiting for prompts. Keep working.

201
19.6k
69
6mo ago
🔄Agent Self-Improvement

Self-Evolve

self-evolve
be1human
v1.0.0
View Details

Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.

98
10.5k
8
6mo ago
🤖Agent Frameworks

Agent Council

agent-council
itsahedge
v1.0.0
View Details

Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.

82
8.4k
10
6mo ago
📚Academic & Research

arXiv Research Assistant

arxiv
Ractorrr
v1.0.4
View Details

Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.

67
8.5k
7
8mo ago
🔀Workflow Automation

Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill should be used when the user submits a complex multi-step request, wants to automate workflows, or needs help breaking down large tasks into manageable pieces.

task-decomposer
10e9928a
v1.0.0
View Details

Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill should be used when the user submits a complex multi-step request, wants to automate workflows, or needs help breaking down large tasks into manageable pieces.

67
8.7k
12
6mo ago
🧠LLMs & Model APIs

Antigravity Quota

antigravity-quota
mukhtharcm
v1.1.0
View Details

Check Antigravity account quotas for Claude and Gemini models. Shows remaining quota and reset times with ban detection.

43
5.8k
12
6mo ago
🛠️Utilities & Tools

Openclaw Cli Bridge Elvatis

openclaw-cli-bridge-elvatis
homeofe
v2.8.1
View Details

Bridge local AI CLIs + web browser sessions (Grok, Gemini, Claude.ai, ChatGPT) into OpenClaw as model providers. Includes /cli-* slash commands for instant m...

+2
39
1k
5mo ago
🤖Agent Frameworks

Verified Capability Evolver

verified-capability-evolver
nutstrut
v1.0.5
View Details

Safely improve agent capabilities with structured verification, rollback, and promotion gating. Enhances existing evolution workflows with optional Settlemen...

26
728
6mo ago
🤖Agent Frameworks

Create Agent Skills

create-agent-skills
bowen31337
v1.0.0
View Details

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

24
3.4k
3
8mo ago
🤖Agent Frameworks

Agent Audit

agent-audit
sharbelayy
v1.0.0
View Details

Audit your AI agent setup for performance, cost, and ROI. Scans OpenClaw config, cron jobs, session history, and model usage to find waste and recommend opti...

23
2.3k
8mo ago
📖Education

Thinking Framework

thinking-framework
alradyin
v1.0.4
View Details

Loads any thinker's, leader's, philosopher's, or organization's complete mental operating system directly into the AI — so the AI reasons FROM inside that co...

+11
23
625
6mo ago
✍️Writing & Content

Ai Writing Assistant Cn Payment

ai-writing-assistant-cn-payment
huyong2023
v1.0.1
View Details

AI写作助手 Premium | 智能写作、改写、润色。支持10种写作风格,AI查重,SEO优化。

22
1.5k
6mo ago
🦞OpenClaw Platform

ClawHub Release Operator

vassili-clawhub-cli
vassiliylakhonin
v1.1.1
View Details

Run ClawHub skill release workflows with clear safety gates. Use for publish, inspect, update, sync, and failure recovery with command-first steps, explicit...

22
2.2k
4
7mo ago
🤖Agent Frameworks

autonomous-skill-orchestrator

autonomous-skill-orchestrator
v1.2.0
View Details

Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration".

20
3.2k
1
8mo ago
🧠LLMs & Model APIs

Intelligent Model Router

intelligent-router
bowen31337
v3.0.1
View Details

Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs...

20
1.8k
1
6mo ago
🗂️Git & Version Control

GitHub项目分析助手

github-explorer
tom859174-sketch
v1.0.0
View Details

Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目...

+1
17
450
1
6mo ago
💪Health & Wellness

PsyClaw OpenClaw Health

psyclaw-openclaw-health
anctro
v0.5.0
View Details

Facilitates agent registration, credential management, heartbeat synchronization, and onboarding baseline health assessments with PsyClaw platform.

16
429
6mo ago
🔀Workflow Automation

ClawCheck

clawcheck
merlinrabens
v2.0.1
View Details

Performs a two-phase audit combining a fast deterministic scan and a deep LLM quality review of security, cron jobs, config, and skills.

+6
16
423
6mo ago
📝Prompt & Config

Senior Prompt Engineer

senior-prompt-engineer
alirezarezvani
v2.1.1
View Details

This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic systems", "implement RA...

13
2.2k
5
8mo ago
📝Prompt & Config

Ai Prompt Optimizer Cn Payment

ai-prompt-optimizer-cn-payment
huyong2023
v1.0.1
View Details

AI绘画提示词优化器 | 智能优化Midjourney/SD/DALL-E提示词。支持风格转换、批量生成。

11
1.1k
6mo ago
🤖Agent Frameworks

Ai Travel Planner Cn

ai-travel-planner-cn
huyong2023
v1.0.0
View Details

AI旅游规划助手 - 智能行程规划、景点推荐、预算计算、旅行攻略

8
1.3k
1
6mo ago
🤖Agent Frameworks

Agent Access Control

agent-access-control
bowen31337
v1.0.1
View Details

Tiered stranger access control for AI agents. Use when setting up contact permissions, handling unknown senders, managing approved contacts, or configuring s...

8
1.3k
8mo ago
🤖Agent Frameworks

Find Skills V2

find-skills-v2
eathon
v1.0.0
View Details

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express...

8
2k
4
8mo ago
🌐Browser Automation

Agent Browser Stealth

agent-browser-stealth
leeguooooo
v1.0.2
View Details

Stealth-first browser automation for OpenClaw using agent-browser-stealth. Use when tasks involve bot-protected websites, anti-fingerprint evasion, captcha-p...

7
824
6mo ago
…

Frequently Asked Questions

What is the minimum set of skills to build a working agent?

At minimum you need a prompt configuration skill to define behavior, plus at least one tool skill for external capabilities. Memory and orchestration skills are added for more complex agents.

What is MCP and why does it matter?

MCP (Model Context Protocol) is Anthropic's open standard for connecting AI models to external tools. MCP skills let your agent call APIs, read databases, and interact with services in a structured, permission-controlled way.

Related Use Cases

⚡
AI Code Generation
AI agent skills that write, scaffold, refactor, and autocomplete code across every language and framework.
🧠
Agent Memory & RAG
Add persistent memory, vector search, and retrieval-augmented generation (RAG) to your AI agents.
🕸️
Multi-Agent Orchestration
Coordinate multiple specialized AI agents, build autonomous pipelines, and manage complex multi-step workflows.