Jev in production › Code and security review

Jev Auto Approve (MetalBear)

GitHub Action that asks Jev several yes/no questions about a pull request in one call and approves it only when every answer clears a confidence threshold, commenting the numbers otherwise; mirrord runs it on demand.

Open on GitHub ↗

The source publishes no measured number.
Use
Code and security review
Industry
Developer tools
Form
Open-source tool
Stage
In production
Plugs into
GitHub Actions
Listed
2026-09-22
Found via
github
Repository
metalbear-co/jev-auto-approve
Stars
9
Forks
2
Last push
2026-09-27
Language
JavaScript
License
MIT

The README opens with

A GitHub Action that asks Jev whether a pull request needs a human reviewer, and approves it when the answer is confidently no.

Jev is a decision model: it answers a typed question with a calibrated probability rather than prose. This action asks it one yes/no question per thing worth being sure about — answered in parallel in a single call — and approves only when every one of them clears your threshold:

Because Jev's probabilities are calibrated, the threshold is a real dial: 0.95 approves a narrower set of changes than 0.8, and nothing gets approved while the model is torn about any one question. Splitting the decision this way means a skip names which question held it back rather than producing a single opaque number.

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For the project's own README, linking back here:

Listed in Jev in production

Also used for code and security review