# MCG-NJU/AutoTavern

> A Rust Hearthstone Battlegrounds simulator with Python bindings and a 960-task benchmark for evaluating LLM and RL agent decisions in the game.

- Magnitude: 2.7 out of 10 — Early signal
- Stars: 54 total · +3 stars measured 2026-10-27, 10:04–11:08 UTC, ≈ 10 by evening
- Star trust: star growth looks organic
- Category: Games & graphics · Language: Rust · License: MIT · Created: 2026-10-24 · Last push: 2026-10-25
- GitHub: https://github.com/MCG-NJU/AutoTavern · Page: https://gitnova.dev/en/r/MCG-NJU/AutoTavern

## Useful for

- Train an RL agent in BattlegroundsEnv against seven scripted bots
- Score a model on TavernBench and compare with TavernAgent and LLM answers
- Run batched self-play games via BatchEnv to collect training data

## Why it’s here

- Star-counter measurements on 2026-10-27 (UTC), 10:04–11:08: 51 → 54 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +10 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 54 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 11 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 20
- Issues and pull requests: 1
- Watchers: 2
- Average over the last week: 13 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 2
- Latest release: v1.0.0 (2026-10-25)

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-24 … 2026-10-27: 1, 19, 20, 3

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-27 11:09 UTC, updated every 30 minutes.