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SkillForge v4.0.0 - Intelligent Skill Router
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_NEWwhen no skills match
New Scripts
triage_skill_request.py- Intelligent input classification and skill matchingdiscover_skills.py- Scans all skill sources and builds searchable indexmatch_skills.py- Multi-factor confidence scoringverify_recommendation.py- Self-verification of recommendation quality
Breaking Changes
- Renamed from
skillcreatortoskillforge - Trigger changed from
SkillCreator:toSkillForge:
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