by razorback16 · AI Tool · ★ 774
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
git clone https://github.com/razorback16/openjev && cd openjev
docker compose up -d # OpenJev on 127.0.0.1:8080 once the model has loadedTaken from the project's README on GitHub. Check the security audit before running it.
None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 774 |
| Forks | 69 |
| Language | Python |
| Category | AI Tool |
| License | Apache-2.0 |
| Quality Score | 65/100 |
| Open Issues | 3 |
| Last Updated | 2026-10-13 |
| Created | 2026-09-18 |
| Platforms | python |
| Est. Tokens | ~15k |
OpenJev Fast, calibrated, typed decisions from an open model. OpenJev is an open-source "System One" decision server: send it a state and a set of typed questions (yes/no, choice, score) and get back probabilities and a confidence for every answer, in tens of milliseconds. There is no text generation and no parsing, so the answers cannot be hallucinated off-schema.
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: