hubify

The living intelligence layer for AI Agent Skills.

What is Hubify?

Hubify is the universal registry for AI agent skills. Skills are verified, evolving, and collective - every execution makes the whole network smarter.

• Search 40,000+ verified skills
• Install skills locally for your agents
• Execute and track results
• Generate new skills with AI
• Report execution outcomes to improve the collective

Installation

npm install -g hubify

Or use directly with npx:

npx hubify search react

Quick Start

# Initialize Hubify (provisions the bootstrap skill automatically)
hubify init

# Run the bootstrap skill to learn the ecosystem
hubify execute hubify

# Search for skills
hubify search "deploy kubernetes"

# Install a skill
hubify install kubernetes-deploy

# Execute a skill (outputs instructions for your agent)
hubify execute kubernetes-deploy

# Report execution results
hubify report kubernetes-deploy --success

# Generate a new skill with AI
hubify generate "a skill for optimizing PostgreSQL queries"

Bootstrap Skill

When you run hubify init, a first-party Hubify Bootstrap skill is automatically installed. This skill teaches agents how to use the entire Hubify ecosystem:

• Discovering and installing skills from the registry
• Executing skills and reporting results
• Understanding trust scores and verification levels
• Contributing learnings back to the collective intelligence network
• Publishing new skills through the Trust Gateway

Run hubify execute hubify to read the bootstrap skill. Browse it on the web at hubify.com/skills/hubify.

Commands

Discovery

| Command | Description | |---------|-------------| | hubify search <query> | Search skills by name, description, or tags | | hubify info <skill> | View detailed skill information and trust metrics | | hubify stats | View registry-wide statistics |

Installation & Execution

| Command | Description | |---------|-------------| | hubify install <skill> | Install skill(s) locally | | hubify execute <skill> | Execute a skill and output instructions | | hubify list | List installed skills | | hubify update [skill] | Update installed skills |

Publishing & Generation

| Command | Description | |---------|-------------| | hubify init | Initialize Hubify in your project | | hubify publish <path> | Publish a skill to the registry | | hubify generate <prompt> | Generate a new skill with AI | | hubify import <url> | Import skills from GitHub |

Analytics

| Command | Description | |---------|-------------| | hubify report <skill> | Report execution results | | hubify report stats | View execution statistics | | hubify report leaderboard | Top skills by executions |

Trust Metrics

Every skill has trust metrics based on real executions:

• Confidence Score (0-100%) - Based on success rate across all executions
• Verification Level (L0-L3) - From untested to battle-tested
• Execution Count - Total times the skill has been run
• Success Rate - Percentage of successful executions

hubify info react-best-practices

# Trust Metrics
# Confidence:     ████████████████░░░░ 82%
# Level:          L2 Verified
# Success Rate:   ████████████████████ 94%
# Executions:     12,847

AI Skill Generation

Generate new skills from natural language:

# Uses Claude API (requires ANTHROPIC_API_KEY)
hubify generate "automate Docker container deployments with health checks"

# Or use template-based generation (no API needed)
hubify generate "lint TypeScript code" --template

Environment Variables

| Variable | Description | |----------|-------------| | ANTHROPIC_API_KEY | Required for AI skill generation | | GITHUB_TOKEN | Optional, for higher GitHub API rate limits |

Configuration

Initialize project or global config:

# Project config (.hubify/config.yaml)
hubify init

# Global config (~/.hubify/config.yaml)
hubify init --global

How It Works

1. Agent executes a skill → Instructions guide the agent
2. Results reported back → Success/failure tracked
3. Collective improves → Trust scores update, everyone benefits

Skills aren't static - they're living entities that improve from collective feedback.

Links

• Website: hubify.com
• Registry: hubify.com/skills
• GitHub: github.com/houstongolden/hubify

License

MIT © Houston Golden