tinyjev: A tiny jev-like model that answers Choice, Score and Noul questions in one forward pass and returns calibrated

by ankit-aglawe · AI Tool · ★ 27

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

Security audit verdict: SAFE · quality 60/100

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.

decision-modeljevjev-modelmlxqwen3small-language-modelssystem-onetyped-decisionstypesafe

Quick Facts

Stars27
Forks3
LanguagePython
CategoryAI Tool
LicenseMIT
Quality Score60/100
Last Updated2026-10-01
Created2026-09-22
Platformspython
Est. Tokens~16k

About tinyjev

A tiny jev-like model that answers Choice, Score and Noul questions in one forward pass and returns calibrated probabilities. MLX or PyTorch, fully offline, System One compatible.

Compatible Skills

These tools work well together with tinyjev for enhanced workflows:

  • open-alternative-jev — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)

tinyjev alternative? Top 6 similar tools

Looking for a tinyjev alternative? If you're comparing tinyjev 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.

  • RSI-Jev by Shanghua-Gao · ⭐ 122

    Typed-decision models (noul / choice / score) trained by a self-improving loop of AI agents — checkpoints, the

  • jevcore by PerryLink · ⭐ 102

    TypeSafe Jev for DeepSeek Harness, the Model Context Protocol, and plain Node: typed judgments instead of pros

  • 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

  • open-alternative-jev by ikermoel · ⭐ 70

    Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisio

  • awesome-jev by OmniJev · ⭐ 65

    🔥🔥 Papers, open reproductions and independent evaluations behind System One models and Jev.

  • JevAny by SimpleJev · ⭐ 116

    Open infrastructure for training, evaluating, and deploying System 1 decision models across language and multi

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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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