laya-server: A self-hosted API and web interface for Laya’s structured decision models, compatible with the TypeSafe Jev

by 1Panel-dev · AI Tool · ★ 111

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Featured in: TypeSafe Jev

Security audit verdict: SAFE · quality 68/100

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.

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-aijev-apilayatypesafe

Quick Facts

Stars111
Forks59
LanguagePython
CategoryAI Tool
LicenseApache-2.0
Quality Score68/100
Open Issues1
Last Updated2026-10-10
Created2026-09-23
Platformsbrowser, python
Est. Tokens~13k

About laya-server

English | 简体中文 LAYA SERVER LAYA SERVER is a self-hosted API and web interface for Laya's structured decision models, compatible with the TypeSafe Jev API format. It packages the System One inference capabilities of upstream Laya as a standalone service, making them easier to deploy and use in your applications. Quick Start Once the image is published, install Docker and run the following command.

Compatible Skills

These tools work well together with laya-server for enhanced workflows:

  • jevcore — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • neurolink — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)

laya-server alternative? Top 6 similar tools

Looking for a laya-server alternative? If you're comparing laya-server 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.

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  • awesome-jev-use-cases by walidboulanouar · ⭐ 487

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

  • awesome-jev-gallery by OmniJev · ⭐ 484

    🔥🔥 Awesome Jev: open-source models, projects, benchmarks, and independent evaluations for Jev and System On

  • awesome-jev by kraayenjon · ⭐ 206

    A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast

  • system1-agents by ThinkFlowLab · ⭐ 181

    System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotic

  • jevcore by PerryLink · ⭐ 103

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

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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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