# Balanov/verdict

> A 197 KB local semantic classifier that reads a CLI tool call's command, exit code, stdout and stderr and labels the outcome as success, failure, blocked or unknown. It helps agents and CI distinguish real success from a zero exit code.

- Magnitude: 5.2 out of 10 — Early signal
- Stars: 217 total · +18 stars measured 2026-11-03, 04:06–06:13 UTC, ≈ 148 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-11-02 · Last push: 2026-11-02
- GitHub: https://github.com/Balanov/verdict · Page: https://gitnova.dev/en/r/Balanov/verdict

## Useful for

- Check a pytest run that exited 0 but collected no tests
- Tell an environment blocker apart from a failed assertion before an agent retries
- Embed local outcome checks for CLI commands into CI without network calls

## Why it’s here

- Star-counter measurements on 2026-11-03 (UTC), 04:06–06:13: 199 → 217 stars (+18). This is the change over that interval.
- Estimated end-of-day forecast: about +148 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 217 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #128.

## 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: 0
- Issues and pull requests: 0
- Watchers: 2
- Average over the last week: 182 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 2 days (oldest → newest, today is partial)

2026-11-02 … 2026-11-03: 217, 18

## Spotted in now

- Top new repositories this week: #128

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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 2026-11-03 06:23 UTC, updated every 30 minutes.