Skill Evolution

A cycle that improves this repository's own skills from observed use, and proposes every change for a human to merge. It never writes to main and never merges.

Status: the scripts this file documents, scripts/evolve.py and the steps it runs, are not on main yet, so the commands below do not run today. They land with plan tasks 2 to 9 in .metagpt/plan.md: task 2 ledger.py through task 8 evolve.py, and task 9 run_fixtures.sh with the CI join.

The one rule

The loop proposes. The owner decides. There is no confidence level, budget or green gate that lets it land a change on its own. This is a design invariant, not a setting: a system that edits the repository that measures it has no natural stopping point.

What a cycle does

Five steps, and only the second one calls a model.