vev: Jev-like decision models that can also see images — open weights on Qwen3.5, run on your own GPU

by Xiaooolong · AI Tool · ★ 19

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

Security audit verdict: SAFE · quality 63/100

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.

classificationdecision-modeljevjudgment-modelsystemonetypesafe-jevvision-jevvision-language-model

Quick Facts

Stars19
Forks3
LanguagePython
CategoryAI Tool
LicenseApache-2.0
Quality Score63/100
Last Updated2026-10-05
Created2026-09-30
Platformspython
Est. Tokens~17k

About vev

Jev-like decision models that can also see images — open weights on Qwen3.5, run on your own GPU

Compatible Skills

These tools work well together with vev for enhanced workflows:

  • open-alternative-jev — semantic(0.39)+complementary+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (81%)
  • OneJev — semantic(0.39)+complementary+shared_fw(huggingface,pytorch)+rare_topics+same_lang+shared_platform (79%)
  • JevAny — semantic(0.46)+complementary+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (78%)
  • OpenDecision — semantic(0.44)+complementary+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (78%)

vev alternative? Top 6 similar tools

Looking for a vev alternative? If you're comparing vev 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

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

  • 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

  • jeview by andududu · ⭐ 65

    An unofficial local visualizer for Jev (TypeSafe): a live view of every call your code makes. Not affiliated w

  • OmniAgent by HarryHsing · ⭐ 73

    OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Q

  • PopupAttack by SALT-NLP · ⭐ 52

    Code repo for the paper: Attacking Vision-Language Computer Agents via Pop-ups

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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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