openfront-replays / README.md
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---
license: mit
pretty_name: OpenFront.io RL GameRecords
tags:
- reinforcement-learning
- games
- openfront
---
# OpenFront.io RL game replays
Sparse-turn **GameRecord v0.0.2** JSON for every finished RL episode
(training, watch, showcase). Same format as the OpenFront client archive /
Node bridge (`version`, `gitCommit`, sparse `turns` with intents).
Each parquet row is one game. The `record_json` column is the full Node-
compatible GameRecord string (~100–200 KB for long games). When a watch /
showcase episode recorded policy decisions, `thinking_json` holds a compact
top-3 action trace (typically a few KB) derived from the MODEL overlay
`.debug.json` sidecar. Metadata columns capture policy / engine / stage.
Generated by [djmango/openfront-ai](https://github.com/djmango/openfront-ai).
Replay with `datagen/replay.ts` or the client archive API / `ofshowcase archive`.