Organization repository on GitHub
Jev PR auto approver
- Forks
- 2
- Last pushed
- Updated Sep 2026
Repo stats from the GitHub API, cached Oct 2026.
Jev directory
CommunityJev Integrations & Adapters
Jev Auto Approve — metalbear-co
A GitHub Action that asks Jev one yes/no question per thing worth checking on a pull request and approves only when every answer clears your confidence threshold; otherwise it skips and comments with the numbers.
- Stars
- 9
- Language
- JavaScript
- License
- MIT
- Reading time
- 2 min
- Published by
- Community
- Author
- metalbear-co
- Last verified
- Oct 2026
- Languages
- JavaScript
- Capabilities
- Open sourceRequires API key
Highlights
- Asks a default set of three questions in parallel in one call: ready to merge, covered by tests, needs a human.
- Approves only when every question clears confidence-threshold; any fall below triggers a skip with a comment naming it.
- The README recommends pinning to a commit because the default questions can change between releases of the action.
- Used by metalbear-co/mirrord: an org member comments /jev-approve and a GitHub App submits the review.
- Examples cover on-comment, every push to a PR, and a reusable workflow; MIT licensed.
Watch out
Grounded on a truncated README and GitHub metadata captured 2026-10-15; the in-the-wild section is cut mid-sentence, so the mirrord workflow is described from the visible part. The action can only approve or skip: it never blocks a pull request, and every skip is explained in a comment.
Questions about this entry
Short answers drawn from the linked project or page.
It is a GitHub Action that asks Jev whether a pull request needs a human reviewer and approves it when the answer is confidently no. Jev answers a typed question with a calibrated probability rather than prose.
It asks one yes/no question per thing worth being sure about — is this ready to merge, is the change covered by testing, does it need a human — answered in parallel in a single call. The default question set is already those three.
Only when every question clears your confidence-threshold; any question below it causes a skip, and the action comments with the numbers. A skip names which question held it back rather than producing a single opaque number.
Yes, per the README: because Jev's probabilities are calibrated, 0.95 approves a narrower set of changes than 0.8, and nothing gets approved while the model is torn about any one question.
Approve on demand with a workflow on issue_comment where someone with write access comments /jev-approve, or use the bundled examples for every push to a PR or the reusable workflow. It needs jev-api-key and approve-token secrets.
The default question and rubric live inside the action, so a release can change what gets approved in your repository without anything in your repository changing. A commit pin makes that an upgrade you perform and review rather than one that arrives on its own.
The README says metalbear-co/mirrord runs it on demand: an org member comments /jev-approve on a pull request, and the review is submitted by a GitHub App rather than a bot user, passing the app installation token as the approve-token.
Reactions & coverage
Posts, threads, and videos about this entry from around the web.
Hacker News: Thread on Selmar's Jev code-review calibration notes and ordering.py comparisons.
Lectem2 pointsCalibrating Jev as a Code ReviewerRead the thread on Hacker NewsHacker News: Jev classifies agent PR hunks as P0, P1, or P2 so reviewers see P0 first.
namanbhulawat47 pointsJev Based Code ReviewRead the thread on Hacker NewsX: Magic Jev Ball for code review
X: jev-review: a local-first score loop for coding agents
Other listings of this project
Forks and copies of this project in the directory. This entry is the canonical one.
Claude Code PreToolUse hook that asks Jev one Noul on whether a Bash command is strictly read-only and auto-approves at p of 0.95 or higher. It can only allow or stay silent, never deny, so unknown or risky commands fall back to Claude Code's normal permission prompt.
Jev Tools & CLIs#community#claude-code#hooks
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