StartLuxLabs/StartLux-Decision

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Typed decision models from 0.8B to 27B. Every question comes back with a probability for each option.

About the project

A family of decision models: given a state and questions with options, it returns a probability for each option in one forward pass without generating text.

Useful for

Pick the next action in browser automation using control probabilities
Measure model confidence in a chess move choice without search
Make decisions in a game bot (StarCraft II, Doom) via typed requests

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

3.6 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 3, 2026, 04:42 UTC.

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

Stars per day

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

0 stars so far today, about 34 expected by the end of the day.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 4 days old and already has 71 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #151.

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Numbers

Total stars: 71
Today: 0 · ≈ 34 by evening
Forks: 5
Issues and pull requests: 1
Watchers: 2
Language: Python
License: Apache-2.0
Created: September 29, 2026
Last push: October 1, 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

October 3, 2026Top new repositories this week: #140

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