cbjev: Typed decisions from one encoder pass - faster, better-calibrated successor to Laya, Jev wire compatible

by tomek7667 · AI Tool · ★ 5

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 67/100

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.

calibrationclassificationdecision-modeljevlayallm-guardrailsmodernbert

Quick Facts

Stars5
Forks0
LanguagePython
CategoryAI Tool
LicenseGPL-3.0
Quality Score67/100
Last Updated2026-09-24
Created2026-09-24
Platformspython
Est. Tokens~16k

About cbjev

Typed decisions (choice/score/noul) from one encoder pass - faster, better-calibrated successor to Laya, Jev wire compatible

cbjev alternative? Top 6 similar tools

Looking for a cbjev alternative? If you're comparing cbjev with other ai tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • open-alternative-jev by ikermoel · ⭐ 70

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  • sys1 by alvarobartt · ⭐ 55

    Blazing fast, self-hosted structured decisions for open models with a TypeSafe AI compatible API, written in R

  • HA-Jev by AboveColin · ⭐ 78

    Ask your house a question, get a number back. Home Assistant integration for TypeSafe Jev: typed answers as se

  • stuntd by bladedevoff · ⭐ 73

    Local proxy that learns your app's typed LLM decisions and answers them with a Laya head. Jev and OpenAI compa

  • laya-jev-GraphRAG by bodepudimuneendra-netizen · ⭐ 51

    A database-agnostic Agentic GraphRAG framework using swappable System One models (local Laya / cloud Jev). A p

  • control-layer by Emmimal · ⭐ 62

    A production-grade control layer that sits between your application logic and any LLM — input validation, sche

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How this security grade is produced

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:

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