# Gen-Verse/RSI-Anything

> A framework for recursive self-improvement of agents using world models: a propose → predict → select → evaluate → learn → retain loop applied to code repair, GUI tasks, lab planning, reaction optimization and immune science.

- Magnitude: 5.6 out of 10 — Early signal
- Stars: 200 total · +61 stars measured 2026-10-12, 08:41–10:12 UTC, ≈ 118 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: HTML · License: Apache-2.0 · Created: 2026-10-08 · Last push: 2026-10-12
- GitHub: https://github.com/Gen-Verse/RSI-Anything · Homepage: https://arxiv.org/abs/2610.13912 · Page: https://gitnova.dev/en/r/Gen-Verse/RSI-Anything

## Useful for

- Run the code-repair loop on CodeContests or LiveCodeBench via the rsi CLI
- Build a GUI agent for MiniWoB++ or OSWorld with prediction-guided action selection
- Optimize Suzuki–Miyaura reaction conditions by ranking catalysts and solvents via yield prediction

## Why it’s here

- Star-counter measurements on 2026-10-12 (UTC), 08:41–10:12: 139 → 200 stars (+61). This is the change over that interval.
- Estimated end-of-day forecast: about +118 stars, using observed gains and the previous day.
- The repository is 4 days old and already has 200 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #124.
- About 69 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: 17
- Issues and pull requests: 1
- Watchers: 0
- Average over the last week: 38 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 43
- Latest release: assets-v1 (2026-10-10)

## Stars per day, last 5 days (oldest → newest, today is partial)

2026-10-08 … 2026-10-12: 0, 0, 0, 71, 61

## Spotted in now

- Top new repositories this week: #124

## More in this category

1. **morluto/rea** — 8.9 · Breakout · AI agents · TypeScript · +24,653 stars measured 2026-10-12, 00:13–10:12 UTC, ≈ 51,429 by evening
   A reverse-engineering tool that lets AI agents inspect apps and native binaries: it connects agents to Hopper or Ghidra via MCP and CLI, helping explain how a feature works and rebuild it in your own project.
   Full card: https://gitnova.dev/en/r/morluto/rea.md
2. **Fei2411/DeepSeek-Bot** — 7.7 · Early signal · AI agents · JavaScript · +357 stars measured 2026-10-12, 00:13–10:12 UTC, ≈ 757 by evening
   A DeepSeek Harness (DSH) plugin that turns DSH Web and Desktop into a multi-agent collaboration workspace, letting multiple agents communicate, coordinate and run in parallel.
   Full card: https://gitnova.dev/en/r/Fei2411/DeepSeek-Bot.md
3. **hugohe3/ppt-master** — 7.5 · Breakout · AI agents · Python · +388 stars measured 2026-10-12, 00:13–10:12 UTC, ≈ 879 by evening
   A tool that turns documents or topics into native PowerPoint decks with shapes, charts, tables, animations and narration, running inside an AI agent on your machine.
   Full card: https://gitnova.dev/en/r/hugohe3/ppt-master.md
4. **rociiu/talorys** — 7.1 · Early signal · AI agents · TypeScript · +68 stars measured 2026-10-12, 00:13–10:12 UTC, ≈ 200 by evening
   A single-user personal AI assistant deployed into your own Cloudflare account, combining chat, memory, tasks, notes and scheduled reminders with no server or database run by the developers.
   Full card: https://gitnova.dev/en/r/rociiu/talorys.md
5. **Ebony-Vinyl/dsh-our-free-model** — 6.7 · Breakout · AI agents · JavaScript · +1,749 stars measured 2026-10-12, 00:13–10:12 UTC, ≈ 3,567 by evening · unusual star pattern (heuristic)
   A dsh plugin that adds free access to Muse Spark 1.3, MiMo V2.6 and other models without sign-up or API key, plus a local OpenAI-compatible proxy and usage dashboard.
   Full card: https://gitnova.dev/en/r/Ebony-Vinyl/dsh-our-free-model.md

---

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 2026-10-12 10:26 UTC, updated every 30 minutes.