{"id":"f730e9a2-f088-4954-8311-6c4aaf02e06c","slug":"clawhub-skills-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":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-04-15T00:45:39.800Z"}