SkillForge 4.0 – Intelligent Skill Router & Creator

Analyzes ANY input to find, improve, or create the right skill.

When to use

• Skill discovery: “Do I have a skill for X?”
• Skill creation: “Create a skill for Y”
• Skill improvement: “Improve the Z skill”
• Routing: Any ambiguous request that needs skill matching

How it works

1. Phase 0 Triage: Check if skill exists (no duplicates)
2. Analysis: 11 thinking models evaluate the request
3. Action: Route to existing skill OR create new one
4. Synthesis: Multi-agent panel validates output

Triggers

• SkillForge: {goal} – Direct activation
• create skill / improve skill – Natural language
• do I have a skill for X? – Discovery

Core Principles

• No duplication: Always check existing skills first
• Iterative: Refine through multiple analysis passes
• Practical: Focus on actionable skills, not theory

Outputs

• New skill: SKILL.md, references/, scripts/
• Improvement: Modified SKILL.md + recommendations
• Discovery: List of matching existing skills