skill-system-insight
Skill System Insight
Deprecated compatibility surface. skill-system-soul is now the canonical owner of observe/evolve behavior, but this skill remains available so existing insight routes, docs, and tests do not break during the merge window.
Unified OBSERVE → EVOLVE engine for user adaptation.
This skill turns sessions into structured behavioral insights ("facets"), uses those facets to maintain a dual-matrix soul state, and periodically evolves soul profiles and workflow recipes — all versioned and rollbackable.
Two Phases, One Skill
Phase 1 — OBSERVE
Extract facets → Update matrix buffers → (optional) Trigger synthesis
Phase 2 — EVOLVE
Read accumulated data → Plan evidence-backed changes → Apply with versioning → Snapshot for audit/rollback
Phase 1 produces raw signal. Phase 2 consumes it to make durable changes.
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