# malevrigns/agent-jev

> AgentJev-0.6B is a specialist decision model for AI agent loops: it takes unstructured state (diffs, traces, logs) plus typed questions and returns a probability distribution over options in a single forward pass with zero token decoding.

- Magnitude: 5.4 out of 10 — Early signal
- Stars: 137 total · +141 stars today, ≈ 190 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-09-21 · Last push: 2026-09-22
- GitHub: https://github.com/malevrigns/agent-jev · Page: https://gitnova.dev/en/r/malevrigns/agent-jev

## Useful for

- Use it as a gate in an agent loop to decide whether tests passed without calling a large LLM
- Pick the next tool from a set of options based on the current task state
- Score whether a command is safe to run via a boolean question with a probability threshold

## Why it’s here

- 141 stars so far today, about 190 expected by the end of the day.
- The repository is 1 day old and already has 137 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #149.
- About 32 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: 6
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 97 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 14

## Stars per day, last 3 days (oldest → newest, today is partial)

2026-09-20 … 2026-09-22: 0, 3, 141

## Spotted in now

- Top new repositories this week: #149

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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 2026-09-22 15:39 UTC, updated every 30 minutes.