---
name: auto-skill-hunter
description: Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent. Use when the user asks to find new skills, explore ClawHub, or wants to expand agent capabilities.
---

# Auto Skill Hunter

## Overview
Automatically discovers, ranks, and installs high-value ClawHub skills by mining user needs and agent capability gaps.

## When to Use
- User asks to "find new skills"
- User wants to expand agent capabilities
- Task requires capability not currently available
- User says "install a skill for X"

## Workflow
1. Identify the user's unmet need
2. Search ClawHub/skills registry for matching skills
3. Rank by quality, popularity, and security
4. Install top candidate with user confirmation

## Installation
Skills install to `~/.openclaw/skills/` or `workspace/skills/`
