Machine Heart
Jul 24, 2026 · Artificial Intelligence
Why Skills Improve Over Iterations: SkillHone Lets Agents Remember Each Optimization
SkillHone introduces a continual skill‑evolution framework that records every diagnostic, candidate revision, and evaluation evidence, enabling repo‑level updates, precise rollbacks, and superior benchmark performance compared with prior self‑evolution methods.
AI BenchmarkAgent Skill EvolutionClaude Sonnet
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