# RSI

Recursive self-improvement research for the pi (Oh My Pi) coding harness,
starting from **Jev** — TypeSafe AI's System One decision model
(launched 2026-09-15).

## Contents

- [docs/01-what-is-jev.md](docs/01-what-is-jev.md) — what Jev does, how it
  works, undergraduate level, with worked examples.
- [docs/02-jev-in-the-pi-harness.md](docs/02-jev-in-the-pi-harness.md) —
  where a decision model plugs into this harness (hooks, tools, memory
  pipeline, routing), ranked by fit, with the not-Jev-shaped cases listed.
- [docs/03-dreaming-with-jev.md](docs/03-dreaming-with-jev.md) — the method:
  a scheduled "dream" job that replays past sessions, uses Jev to screen every
  segment for improvement opportunities, and turns the best into skills,
  AGENTS.md/RULES.md edits, system-prompt updates, and custom tools — all
  through reviewable PRs and pm-board proposals.

## Status

Design phase. The dreaming pipeline's Jev backend needs a
`TYPESAFE_API_KEY` (early access); the reference client has an LLM-shim
backend so the interface can be exercised meanwhile.