# zhengkid/Dream-RSI

> Research project on recursive self-improvement: past discovery histories become a replay simulator used to evaluate and refine exploration policies. Code is still being prepared; paper and demo are available.

- Magnitude: 1.3 out of 10 — Steady
- Stars: 1,492 total · +3 stars measured 2026-10-22, 00:03–07:51 UTC, ≈ 8 by evening
- Star trust: star growth looks organic
- Category: Language models · Created: 2026-09-13 · Last push: 2026-09-16
- GitHub: https://github.com/zhengkid/Dream-RSI · Page: https://gitnova.dev/en/r/zhengkid/Dream-RSI

## Useful for

- Read the paper and demo to understand the meta-exploration approach
- Assess whether the replay-simulator idea fits your own autonomous search pipeline

## Why it’s here

- Star-counter measurements on 2026-10-22 (UTC), 00:03–07:51: 1489 → 1492 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +8 stars, using observed gains and the previous day.
- The repository is 39 days old and already has 1,492 stars.

## 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: 133
- Issues and pull requests: 7
- Watchers: 56
- Average over the last week: 7 per day
- Usual pace: 18 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: 4, 5, 5, 16, 17, 10, 8, 5, 9, 10, 12, 10, 3, 5, 5, 13, 5, 7, 1, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

10-09 1.6, 10-10 1.5, 10-11 1.4, 10-12 1.5, 10-13 1.6, 10-14 1.5, 10-15 1.7, 10-16 1.4, 10-17 1.0, 10-18 1.1, 10-19 1.2, 10-20 1.6, 10-21 1.2, 10-22 1.3

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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 2026-10-22 07:55 UTC, updated every 30 minutes.