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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.

3,729 skills4 types

Browse by Type

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

🔧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.

1.6k
37.9k
113
5mo ago
🔧prompt-config

Safe Config Modifier

safe-config-momo
justaboyhai-wq
v1.0.0
View Details

安全修改 OpenClaw 配置文件。用于任何需要修改 ~/.openclaw/openclaw.json 的场景,包括:模型切换、channel 配置、tools 配置、skill 安装等。确保修改前备份、预览(脱敏 key)、并获得用户确认。

0
859
2mo ago
🔧ai-llm

Performance Optimization

performance-ecc
huamu668
v2.0.0
View Details

Optimize web performance and LLM API costs. Covers loading speed, runtime efficiency, resource optimization, and cost-aware LLM pipelines with model routing,...

+1
0
989
2mo ago
🔧ai-llm

API Credit Health Bar Lite

api-credits-lite
FranciscoBuiltDat
v1.0.2
View Details

Display API credit balances for 5 core providers (Anthropic, OpenAI, OpenRouter, Mistral, Groq) with video game style health bars. API auto-checks and manual...

+3
0
1.2k
5mo ago
🔧ai-llm

AI Leaderboard

ai-leaderboard
luduoxin
v1.20.1
View Details

Comprehensive AI leaderboard for LLM models and AI applications. Query model rankings, model IDs, and pricing from OpenRouter, Artificial Analysis, and Pinch...

0
750
3mo ago
🔧ai-llm

Volcengine (Volcano Engine)

volcano-engine
andapeng
v1.1.2
View Details

Configure and use Volcano Engine models like Doubao, GLM, Kimi, and DeepSeek via OpenClaw for general, coding, and troubleshooting tasks.

0
619
2mo ago
Browse all 553 Prompt & Configuration skills →

Quick install — most popular build an ai agent skill:

clawdbot install steipete/openai-whisper

All Build an AI Agent Skills

Lang:

3,729 skills found

Page 1 of 156

🎤Speech & Audio

Openai Whisper

openai-whisper
steipete
v1.0.0
View Details

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

3k
85.2k
328
5mo 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.

1.6k
37.9k
113
5mo 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,...

327
41.5k
167
2mo ago
🤖Agent Frameworks

Agent Autonomy Kit

agent-autonomy-kit
ryancampbell
v1.0.0
View Details

Stop waiting for prompts. Keep working.

201
19.6k
69
2mo ago
🤖Agent Frameworks

jash

pro
jash2368-collab
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.

109
2.9k
1
5mo 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
3mo 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
2mo ago
📁File & System Utils

Agent Directory

agent-directory
aerialcombat
v1.2.0
View Details

The directory for AI agent services. Discover tools, platforms, and infrastructure built for agents.

80
8.7k
15
5mo ago
🤖Agent Frameworks

ARBITER: Foundation for Human Flourishing

mrdahut-comcoo
MrDahut
v1.7.1
View Details

Facilitates transparent, ethical coordination and verified labor to advance humanity toward a sustainable Kardashev Type 1 civilization.

78
2.1k
1
5mo 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
2mo 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
5mo ago
✍️Writing & Content

AEO Content (Free)

aeo-content-free
psyduckler
v1.0.0
View Details

Create or refresh AEO-optimized content that gets cited by AI assistants (Gemini, ChatGPT, Perplexity) using only free tools. Two modes: CREATE new content t...

62
1.6k
5mo ago
💬Chatbots & Assistants

Personal Goals

personal-goals
GekaCross
v1.0.0
View Details

Acts as the user's goal-setting and accountability partner in the Goals topic. Tracks life goals, milestones, progress, deadlines. Use when in Personal chat...

48
1.3k
5mo 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
2mo 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
2mo ago
🤖Agent Frameworks

大哥的记忆系统

memory-system
daoistbro
v1.0.0
View Details

自研三层记忆恢复系统。解决session重启后"忘记一切"的问题,提供永久记忆、今日记忆、临时记忆的完整架构。

34
3.6k
9
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
2mo 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
5mo 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
3mo 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
5mo 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
2mo 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
3mo 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
4mo 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
3mo 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.