AetherLabsAI/RSIAgent

A training-free multi-agent framework for recursive self-improvement in new environments through broad-then-deep autonomous exploration and reusable memory.

AI agentsPython

3.3 Cooling Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

Open on Seismograph Open on GitHub

About the project

A training-free framework for recursive self-improvement of agents in new digital environments: Curriculum, Actor, and Verifier agents explore the environment and accumulate reusable memory while model parameters stay fixed.

Useful for

Run the OSWorld benchmark via run_osworld.py to evaluate the agent on 108 tasks
Build reusable procedure and script memory for a new program through the BRS and DRS phases
Check the RSI contribution by comparing results with self-improvement on and off

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

15 stars so far today, about 21 expected by the end of the day.
Interest is fading: the two-day pace is 39% of the previous week and a half.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 5 days old and already has 334 stars.
Top new repositories this week: #31.
About 8 forks a day — people are taking the code.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 334
Stars in a day: 21
Forks: 37
Issues and pull requests: 5
Watchers: 1
Language: Python
License: Apache-2.0
Created: September 13, 2026
Last push: September 16, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 18, 2026Top new repositories this week: #25
September 17, 2026Top new repositories this week: #27
September 16, 2026Top new repositories this week: #36
September 15, 2026Top new repositories this week: #58

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/AetherLabsAI/RSIAgent.svg?lang=en)](https://gitnova.dev/en/r/AetherLabsAI/RSIAgent)

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