kapynOpen Source

harness-forge — Turn Claude Code into its own Meta-Harness — a skill that evolves the scaffolding around a fixed model (memory, retrieva

harness-forge is a Python library for evolving agent scaffolding around fixed LLMs. It enables dynamic adaptation of memory, retrieval, context, and prompts using a propose-score-Pareto loop, reimplementing Meta-Harness concepts. This project offers AI developers a novel approach to enhance agent capabilities and prompt optimization.

GitHub·Jun 14, 2026

Opening Kapyn…