Balanov / verdict
git clone https://github.com/Balanov/verdict.git
A 197 KB local classifier that labels CLI tool-call outcomes as success, failure, blocked, or unknown from command and output.
Why you might care
Agents and CI runners can use it to look past exit codes, which often misreport outcomes like zero tests run or environment blockers. It runs on CPU with no Python dependencies and is advisory only, so deterministic checks should remain the source of truth. The benchmark is synthetic and English-biased, and real-trace validation is still pending.
Star history starts 2026-11-03; the chart appears after the second daily snapshot.
Links
- GitHub: github.com/Balanov/verdict
- Releases · Issues · Hacker News mentions
README
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Blurb generated by claude-haiku-5-5 today. Star deltas marked ~ are extrapolated from partial history.