GitNova

GitHub seismograph — discoveries and growing interest

AetherLabsAI/RSIAgent

AI agentsPython
Total stars
442
Today
+2
Open on GitHub My finds →
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A training-free multi-agent framework for recursive self-improvement in new environments through broad-then-deep autonomous exploration and reusable memory.

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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. Read the original README →

0.6 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of September 29, 2026, 23:45 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0100200September 13, 2026November 2, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • 2 stars today.
  • The repository is 16 days old and already has 442 stars.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 26, 2026
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October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: September 29, 2026, 23:44 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
442
Today
+2 stars on 2026-09-29 (UTC)
Forks
47
Issues and pull requests
12
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
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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 0.6
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