What problem does it solve?
Automates end-to-end evolution of an existing guild skill, providing a structured, auditable workflow from snapshot to promotion with non-destructive changes.
Core Features & Use Cases
- Snapshot current skill to a versioned store.
- Load evals.json and bootstrap from reflections if needed to reach evaluation thresholds.
- Dispatch paired subagents (A = current, B = proposed) for each skill case.
- Drafter writes per-case assertions to guide evaluation.
- Grader evaluates trajectories and assigns per-case results.
- Benchmark + flip report computes metrics and summarizes differences.
- Shadow mode runs the proposed change against historical tasks without affecting live routing.
- Promotion gate enforces policy and records the outcome.
- On promote: description optimizer runs and commits the change to the live skill, updating versions.
- On reject: archives the attempt and preserves the original skill.
Quick Start
Trigger the evolve workflow on a target skill by specifying the skill slug and an optional proposed description.
