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ClawHub Skills Lib
ClawHub Skills Lib

Browse 27,000+ 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.

3,656 skills4 types

Browse by Type

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

🔧ai-llm

Gemini

gemini
steipete
v1.0.0
View Details

Gemini CLI for one-shot Q&A, summaries, and generation.

654
17.2k
35
20d ago
🔧ai-llm

Model Usage

model-usage
steipete
v1.0.0
View Details

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

345
9k
31
25d ago
🔧ai-llm

Free Ride - Unlimited free AI

free-ride
Shaivpidadi
v1.0.5
View Details

Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbacks for rate-limit handling, and updates opencla...

262
37.2k
278
7d ago
🔧prompt-config

Prompt Engineering Expert

prompt-engineering-expert
TomsTools11
v1.0.0
View Details

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

43
4.1k
21
25d ago
🔧ai-llm

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.

37
4.9k
9
25d ago
🔧ai-llm

Model Router

model-router
digitaladaption
v1.1.0
View Details

A comprehensive AI model routing system that automatically selects the optimal model for any task. Set up multiple AI providers (Anthropic, OpenAI, Gemini, Moonshot, Z.ai, GLM) with secure API key storage, then route tasks to the best model based on task type, complexity, and cost optimization. Includes interactive setup wizard, task classification, and cost-effective delegation patterns. Use when you need "use X model for this", "switch model", "optimal model", "which model should I use", or to balance quality vs cost across multiple AI providers.

34
3.2k
5
7d ago
Browse all 531 Prompt & Configuration skills →

Quick install — most popular build an ai agent skill:

clawdbot install pskoett/self-improving-agent

All Build an AI Agent Skills

3,656 skills found

Page 1 of 153

🔄Agent Self-Improvement

self-improving-agent

self-improving-agent
pskoett
v3.0.4
View Details

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

3.6k
224.9k
2.1k
8d ago
🤖Agent Frameworks

Find Skills

find-skills
JimLiuxinghai
v0.1.0
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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

2.7k
186k
778
10d ago
🌐Browser Automation

Agent Browser

agent-browser
TheSethRose
v0.2.0
View Details

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

2.5k
134.1k
578
7d ago
🎤Speech & Audio

Openai Whisper Api

openai-whisper-api
steipete
v1.0.0
View Details

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

+1
835
14.8k
30
7d ago
🔄Agent Self-Improvement

Self-Improving + Proactive Agent

self-improving
ivangdavila
v1.2.16
View Details

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

695
56.9k
274
11d ago
🧠LLMs & Model APIs

Gemini

gemini
steipete
v1.0.0
View Details

Gemini CLI for one-shot Q&A, summaries, and generation.

654
17.2k
35
20d ago
🔄Agent Self-Improvement

Capability Evolver

capability-evolver
autogame-17
v1.31.0
View Details

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

378
19.7k
66
7d ago
🎤Speech & Audio

Openai Whisper

openai-whisper
steipete
v1.0.0
View Details

Local speech-to-text with the Whisper CLI (no API key).

356
13.4k
70
25d ago
🧠LLMs & Model APIs

Model Usage

model-usage
steipete
v1.0.0
View Details

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

345
9k
31
25d ago
🧠Agent Memory

Elite Longterm Memory

elite-longterm-memory
NextFrontierBuilds
v1.2.3
View Details

Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot. WAL protocol + vector search + git-notes + cloud backup. Never lose context again. Vibe-coding ready.

298
31.9k
129
7d ago
🖼️Image Generation

Openai Image Gen

openai-image-gen
steipete
v1.0.1
View Details

Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.

263
6k
8
25d ago
🧠LLMs & Model APIs

Free Ride - Unlimited free AI

free-ride
Shaivpidadi
v1.0.5
View Details

Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbacks for rate-limit handling, and updates opencla...

262
37.2k
278
7d ago
🤖Agent Frameworks

Agent Reach

agent-reach
Panniantong
v1.1.0
View Details

Give your AI agent eyes to see the entire internet. 7500+ GitHub stars. Search and read 14 platforms: Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongS...

+1
229
2k
7d ago
🦞OpenClaw Platform

Proactive Agent Lite

proactive-agent-lite
BestRocky
v1.0.0
View Details

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...

223
17k
24
23d ago
🦞OpenClaw Platform

Proactive Agent

proactive-agent
halthelobster
v3.1.0
View Details

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞

216
34k
206
24d ago
🤖Agent Frameworks

Evolver

evolver
autogame-17
v1.31.0
View Details

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

204
24.7k
58
7d ago
🌐Browser Automation

Agent Browser

agent-browser-clawdbot
MaTriXy
v0.1.0
View Details

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

177
25.9k
65
7d ago
🤖Agent Frameworks

Find Skills 0.1.0

find-skills-0-1-0
leochan14
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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

167
1.1k
2
7d ago
🔄Agent Self-Improvement

Self Improving Agent

self-improvement
mike5230Odense
v1.0.0
View Details

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

153
6.6k
2
21d ago
⚙️AI Tools & Utilities

Humanize AI text

humanize-ai-text
moltbro
v1.0.1
View Details

Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...

132
28.4k
125
12d ago
🦞OpenClaw Platform

Proactive Agent Skill

proactive-agent-skill
fangkelvin
v1.0.0
View Details

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes WAL Protocol, Working Buffer, Autono...

104
7.1k
3
7d ago
🗂️Git & Version Control

OpenClaw GitHub Assistant

openclaw-github-assistant
conorkenn
v2.0.1
View Details

Query and manage GitHub repositories - list repos, check CI status, create issues, search repos, and view recent activity.

83
7.3k
2
7d ago
🌐Browser Automation

Agent Browser 0.2.0

agent-browser-0-2-0
Knightluozichu
v1.0.0
View Details

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

75
581
7d ago
🤖Agent Frameworks

Find Skill

find-skill
Breckengan
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...

75
5.1k
2
17d 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.