# StartLuxLabs/StartLux-Decision

> 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.

- Magnitude: 3.7 out of 10 — Early signal
- Stars: 77 total · +0 stars today, ≈ 34 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-09-29 · Last push: 2026-10-01
- GitHub: https://github.com/StartLuxLabs/StartLux-Decision · Page: https://gitnova.dev/en/r/StartLuxLabs/StartLux-Decision

## 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

## Why it’s here

- 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 77 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #140.

## 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: 6
- Issues and pull requests: 1
- Watchers: 2
- Average over the last week: 22 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 6

## Stars per day, last 7 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-03: 0, 0, 9, 5, 6, 57, 0

## Spotted in now

- Top new repositories this week: #140

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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 2026-10-03 05:24 UTC, updated every 30 minutes.