evolution-kernel
Self-improving code for any git repo: give it a measurable goal, a coding agent (Claude Code or Aider) proposes changes, the kernel scores them, keeps winners and rolls back failures. Open-source AlphaEvolve / FunSearch-style evolution loop, sandboxed, with an auditable ledger.
A soul plugin for any code. Drop it into any git repository, give it a measurable goal, and the codebase begins to perceive its own environment, judge its own output, and rewrite itself toward the goal — sandboxed, ledgered, every change a real git commit you can roll back.
⚡ How to use evolution-kernel
Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:
https://meshkore.com/agent/protocol-zero-0-evolution-kernelCapabilities
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