Skill Genesis Model

---
name: skill-genesis-model
description: "Use when running the autonomous skill discovery AI model."
version: 1.0.0
author: Hermes Agent
license: MIT
metadata:
  hermes:
    tags: [skill-genesis, AI-model, autonomous, discovery, creation, agent]
    related_skills: [skill-factory-system, agentic-models-from-scratch, tool-augmented-agents, advanced-reasoning-patterns]
---

# Skill Genesis Model — Autonomous Skill Discovery & Creation AI

A specialized AI model purpose-built for discovering and creating skills. Unlike general LLMs, this model has dedicated neural pathways for ecosystem analysis, gap detection, content generation, and quality optimization.

## Architecture

```
                    ┌──────────────────────┐
                    │   Orchestrator Core   │
                    │  (Discovery Planner)  │
                    └──────┬───────┬───────┘
                           │       │
              ┌────────────┘       └────────────┐
              │                                  │
     ┌────────▼────────┐               ┌────────▼────────┐
     │  Ecosystem       │               │  Skill           │
     │  Analyzer Agent  │               │  Generator Agent │
     └────────┬────────┘               └────────┬────────┘
              │                                  │
     ┌────────▼────────┐               ┌────────▼────────┐
     │  Gap Detector    │               │  Content         │
     │  Module          │               │  Optimizer Agent │
     └────────┬────────┘               └────────┬────────┘
              │                                  │
     ┌────────▼────────┐               ┌────────▼────────┐
     │  Quality         │               │  Cross-Reference │
     │  Scorer Agent    │               │  Linker Agent    │
     └────────┬────────┘               └────────┬────────┘
              │                                  │
              └────────────┬─────────────────────┘
                           │
                    ┌──────▼──────┐
                    │  Memory &    │
                    │  Feedback    │
                    │  Loop        │
                    └─────────────┘
```

## Quick Start

```python
from skill_genesis import SkillGenesisModel

model = SkillGenesisModel()
model.discover_and_create_batch(domain="kubernetes", count=15)
```

## Verification Checklist

- [ ] Model loads and initializes all agent modules
- [ ] Ecosystem analysis returns actionable gap report
- [ ] Skill generator creates valid SKILL.md content
- [ ] Quality scorer assigns consistent scores
- [ ] Cross-referencer links skills without cycles
- [ ] Full pipeline: discover → plan → create → score → link → audit