Show HN: Knowledge Signal – A JEV-powered rubric assessment tool for study notes

Category: devtools

Tags: code-quality, git-hooks, ci-cd, static-analysis, llm

Score: 6.3/10 (Innovation: 6, Technical: 6, Documentation: 8, Utility: 5)

JevCI is a CLI tool and GitHub Action that uses the TypeSafe AI Jev SystemOne model to perform sub-second quality checks on git diffs, commit messages, and documentation. It evaluates four rubrics—commit quality, doc alignment, breaking API risk, and secret scanning—returning a score and confidence to gate commits and PRs. Its key selling point is low-latency evaluation via a non-autoregressive model, making quality gates fast enough for pre-commit hooks.

Target audience: backend devs, devops, engineering teams using CI/CD

Repository: https://github.com/sumant1122/knowledge-signal · JavaScript · NOASSERTION

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