agent-jev: 0.6B - a fast 'System One' decision model for AI Agents

by malevrigns · Agent Tool · ★ 394

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

How to install agent-jev

git clone https://github.com/malevrigns/agent-jev.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 65/100

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.

aiai-agentsai-toolsjevjev-model

Quick Facts

Stars394
Forks40
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score65/100
Open Issues2
Last Updated2026-10-19
Created2026-09-21
Platformspython
Est. Tokens~17k

About agent-jev

Weights: https://huggingface.co/aimeigaoshou/agent-jev The job &nbsp;&nbsp;·&nbsp;&nbsp; Primitives &nbsp;&nbsp;·&nbsp;&nbsp; Forward pass &nbsp;&nbsp;·&nbsp;&nbsp; <a

Compatible Skills

These tools work well together with agent-jev for enhanced workflows:

  • reflex — semantic(0.38)+complementary+shared_fw(huggingface)+same_lang+similar_pop+shared_platform (71%)
  • open-alternative-jev — semantic(0.15)+complementary+shared_fw(huggingface)+same_lang+similar_pop+shared_platform (63%)

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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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