# ramenvr/autopilot

> A real-time playtesting agent for Unreal Engine 5, Unity 6 and Godot 4 that learns a game, explores levels and plays it autonomously from natural-language prompts, then reports findings.

- Magnitude: 5.7 out of 10 — Early signal
- Stars: 128 total · +25 stars measured 2026-10-31, 00:27–01:52 UTC, ≈ 157 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-10-30 · Last push: 2026-10-30
- GitHub: https://github.com/ramenvr/autopilot · Homepage: https://tryaura.dev/autopilot · Page: https://gitnova.dev/en/r/ramenvr/autopilot

## Useful for

- Run an exploration prompt to map out a crafting system in a level.
- Ask the agent to play through the open level and report what looks wrong.
- Verify a specific behavior, like a tree shaking when hit with an axe.

## Why it’s here

- Star-counter measurements on 2026-10-31 (UTC), 00:27–01:52: 103 → 128 stars (+25). This is the change over that interval.
- Estimated end-of-day forecast: about +157 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 128 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #151.
- About 25 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: 6
- Issues and pull requests: 6
- Watchers: 1
- Average over the last week: 143 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 17
- Latest release: v1.0.0-848084e (2026-10-30)

## Stars per day, last 2 days (oldest → newest, today is partial)

2026-10-30 … 2026-10-31: 147, 25

## Spotted in now

- Top new repositories this week: #151

## More in this category

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   Mika is an on-device AI agent for Android that carries out one-sentence requests by operating apps and the web on a hidden background screen while you keep using your phone. It uses your own model API key, with no project servers.
   Full card: https://gitnova.dev/en/r/wangzan101/Mika.md
2. **heydamir/unslop** — 8.3 · Early signal · AI agents · JavaScript · +101 stars measured 2026-10-31, 00:27–01:52 UTC, ≈ 1,324 by evening
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   Full card: https://gitnova.dev/en/r/heydamir/unslop.md
3. **ccch1mneyyy/dsh-Go** — 8.3 · Breakout · AI agents · Dart · +95 stars measured 2026-10-31, 00:27–01:52 UTC, ≈ 1,587 by evening
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   Full card: https://gitnova.dev/en/r/ccch1mneyyy/dsh-Go.md
4. **milind-soni/OpenMausBot** — 7.7 · Breakout · AI agents · TypeScript · +64 stars measured 2026-10-31, 00:27–01:52 UTC, ≈ 962 by evening
   ,
   Full card: https://gitnova.dev/en/r/milind-soni/OpenMausBot.md
5. **lightpanda-io/browser** — 7.7 · Breakout · AI agents · Zig · +66 stars measured 2026-10-31, 00:27–01:52 UTC, ≈ 691 by evening
   Lightpanda is a headless browser written from scratch in Zig, designed for AI agents and automation. It is not a Chromium fork and uses ~16x less memory and runs ~9x faster than headless Chrome.
   Full card: https://gitnova.dev/en/r/lightpanda-io/browser.md

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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 2026-10-31 02:02 UTC, updated every 30 minutes.