# shhivv/biome-s1

> Taiga-S1 is a tiny 1.2M-parameter model that drives FreeCAD step by step: given an ordered list of features, it builds a part command by command while reading the live document state. It is an experiment in computer-use agents where a planner sets the goal and a fast "System 1" model executes the steps.

- Magnitude: 1.8 out of 10 — Steady
- Stars: 81 total · +5 stars measured 2026-10-05, 00:13–07:18 UTC, ≈ 16 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-09-26 · Last push: 2026-10-05
- GitHub: https://github.com/shhivv/biome-s1 · Page: https://gitnova.dev/en/r/shhivv/biome-s1

## Useful for

- Build a CAD part in FreeCAD from a feature list by running the model over a local socket
- Test the agent's recovery from random mistaken actions while building a part
- Train or fine-tune the model on synthetic modeling sessions in headless FreeCAD

## Why it’s here

- Star-counter measurements on 2026-10-05 (UTC), 00:13–07:18: 76 → 81 stars (+5). This is the change over that interval.
- Estimated end-of-day forecast: about +16 stars, using observed gains and the previous day.
- Over the last two days the pace is 1.7× that of the previous 7 days.
- The repository is 9 days old and already has 81 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## 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: 9
- Issues and pull requests: 0
- Watchers: 1
- Average over the last week: 7 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 2

## Stars per day, last 16 days (oldest → newest, today is partial)

2026-09-20 … 2026-10-05: 0, 0, 0, 0, 0, 0, 0, 22, 27, 7, 2, 0, 4, 3, 15, 5

## Magnitude by day, last 4 days

10-02 0.5, 10-03 1.0, 10-04 1.3, 10-05 1.8

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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 2026-10-05 07:25 UTC, updated every 30 minutes.