Valen: Train a Jev-like multimodal model by yourself. System One Model, now with vision

by Valen-Team · Agent Tool · ★ 874

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

Security audit verdict: SAFE · quality 58/100

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-modeljev

Quick Facts

Stars874
Forks85
LanguageJupyter Notebook
CategoryAgent Tool
LicenseApache-2.0
Quality Score58/100
Last Updated2026-10-22
Created2026-09-23
Platformspython
Est. Tokens~19k

About Valen

A multimodal decision model inspired by Jev — text, images and video in; decision probabilities out. <img

Compatible Skills

These tools work well together with Valen for enhanced workflows:

  • Valen — semantic(1.00)+shared_fw(huggingface)+same_lang+similar_pop+shared_platform (68%)
  • openjev — semantic(0.34)+complementary+shared_fw(huggingface)+similar_pop+shared_platform (60%)
  • OneJev — semantic(0.32)+complementary+shared_fw(huggingface)+similar_pop+shared_platform (59%)
  • jeeves — semantic(0.27)+complementary+shared_fw(huggingface)+similar_pop+shared_platform (57%)

Valen alternative? Top 6 similar tools

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

  • AnyJev by nokia-applied-research · ⭐ 1.5k

    Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue upda

  • von by wfzyx · ⭐ 918

    The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe

  • awesome-jev-projects by logicrw · ⭐ 695

    Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub

  • awesome-jev by kydlikebtc · ⭐ 593

    1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source ci

  • awesome-jev-use-cases by walidboulanouar · ⭐ 452

    Awesome list of TypeSafe AI Jev use cases: 74 demos ranked by likes, 150+ GitHub repos, limits, cost and API e

  • jev-social by socai-io · ⭐ 174

    Open-source, local-first social media research agent for Instagram, TikTok, and LinkedIn. Jev routes read-only

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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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