You don't write AGENTS.md. You train it with gradient descent.
backpass is a local tool that reviews coding-agent session transcripts and proposes evidence-backed changes to an agent's memory files, such as AGENTS.md and project skills. Developers use it to improve agent instructions from past work while keeping a person responsible for approving and applying edits. The catalogue entries are instructions for using backpass.
Latest release backpass-v0.1.44 — backpass: v0.1.44 · 2 Nov 2026
2 files for Codex, OpenCode and Claude Code: backpass AGENTS.md, backpass CLAUDE.md — 1,936 tokens loaded in every session.
AGENTS.md A 1,911 tok CLAUDE.md A 25 tok These files are kunchenguid/backpass's own configuration — they tell Codex, OpenCode and Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.