skillforge

# SkillForge 6 - Skill Router, Creator & Ecosystem Maintainer Routes any skill-related request to the right action (use, improve, create, compose), creates new skills through an evidence-driven pipeline, and maintains the health of the whole skill ecosystem. Core principle: **skill quality is a property of behavior, not documents - a skill is done when a fresh agent demonstrably does better with it than without it.** ## Routing (Phase 0) Always triage before creating anything: ```bash python3 scripts/discover_skills.py # refresh index (auto-refreshes if >24h old) python3 scripts/triage_skill_request.py "<the user's request>" --json ``` | Triage result | Action | |---|---| | Strong match (existing skill) | Recommend it; do not create a duplicate | | Moderate match | Offer IMPROVE_EXISTING on the matched skill | | Weak/no match + create intent | Proceed to creation pipeline | | Multi-domain | Suggest composing existing skills | | Ambiguous | Ask one clarifying question | Match bands are keyword-evidence heuristics, not calibrated probabilities - report them as "strong/moderate/weak match", never as percent confidence. ## Creation pipeline Run phases in order. Each phase's detailed procedure lives in its reference - read the reference when you reach the phase, not before. **0. Baseline gate (RED).** Before designing anything, dispatch a fresh subagent (Task tool) on 1-2 representative target tasks WITHOUT the skill. Capture verbatim what it does wrong. **If t...