reasoning-core

What it does#

reasoning-core runs before an AI coding agent is allowed to write. It checks the proposed change against your repository’s rules and the agent’s stated plan, and applies deterministic checks as a pre-write gate — so out-of-contract or unsupported edits are stopped up front rather than caught in review.

The gate is built on a Mamba state-space model and is local-first: every decision, override and verification receipt stays on your own machine, with no telemetry.

Source and documentation: github.com/jakubkrzysztofsikora/reasoning-core.