{"id":"ac8e5b2d-8096-45c1-b7ef-18b64e60c392","slug":"aaronjmars-iterative-code-evolution","name":"iterative-code-evolution","description":"Systematically improve code through structured analysis-mutation-evaluation loops. Adapted from ALMA (Automated meta-Learning of Memory designs for Agentic systems). Use when iterating on code quality, optimizing implementations, debugging persistent issues, or evolving a design through multiple improvement cycles. Replaces ad-hoc \"try and fix\" with disciplined reflection, variant tracking, and principled selection of what to change next.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":89,"overallRank":39.9,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-03-01T06:03:40.261Z"}