SkillForge Files

Highlights

SkillForge (formerly SkillCreator) is now an intelligent skill router AND creator. It analyzes any input—prompts, errors, code, URLs—and automatically routes to the right action.

What's New

Phase 0: Universal Skill Triage

• Any input works - Just describe what you need, SkillForge figures out the rest
• Smart routing - Automatically decides: USE existing skill, IMPROVE it, or CREATE new
• Domain-based matching - Matches by concept (debugging, testing, spreadsheets) not hardcoded names
• Works for everyone - Universal design works regardless of what skills you have installed

Universal Domain Matching

• Replaced skill-specific aliases with concept-based DOMAIN_SYNONYMS
• 20+ domain categories: debugging, testing, security, spreadsheet, document, presentation, API, database, etc.
• Graceful degradation - returns CREATE_NEW when no skills match

New Scripts

• triage_skill_request.py - Intelligent input classification and skill matching
• discover_skills.py - Scans all skill sources and builds searchable index
• match_skills.py - Multi-factor confidence scoring
• verify_recommendation.py - Self-verification of recommendation quality

Breaking Changes

• Renamed from skillcreator to skillforge
• Trigger changed from SkillCreator: to SkillForge:

Migration

Update any references:

skillcreator → skillforge
SkillCreator → SkillForge

Usage Examples

# These all work - SkillForge routes automatically:

SkillForge: create a skill for automated code review
→ Creates new skill (Phase 1-4)

help me debug this TypeError  
→ Recommends debugging skills

improve the testgen skill
→ Enters improvement mode

do I have a skill for Excel?
→ Searches and recommends matching skills