skillforge

name	skillforge
description	Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.
license	MIT
metadata	{"version":"4.0.0","model":"claude-opus-4-5-20251101","subagent_model":"claude-opus-4-5-20251101","domains":["meta-skill","automation","skill-creation","orchestration","agentic","routing"],"type":"orchestrator","inputs":["any-input","user-goal","domain-hints"],"outputs":["SKILL.md","references/","scripts/","SKILL_SPEC.md","recommendations"]}

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