jevcal: Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models against

by abhixhek · AI Tool · ★ 10

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

Security audit verdict: SAFE · quality 66/100

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.

calibrationconfidence-thresholdsjevllm-evalssystem-onetypesafe

Quick Facts

Stars10
Forks0
LanguagePython
CategoryAI Tool
LicenseMIT
Quality Score66/100
Open Issues1
Last Updated2026-09-18
Created2026-09-18
Platformspython
Est. Tokens~15k

About jevcal

Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.

jevcal alternative? Top 6 similar tools

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

  • awesome-jev by OmniJev · ⭐ 65

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

  • awesome-jev-zh by yzfly · ⭐ 85

    Jev / TypeSafe System One 中文精选列表:官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测,附中文上手指南,每日自动收录 GitHub 热门项目。

  • pi-jev by TheoOliveira · ⭐ 67

    Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev

  • HA-Jev by AboveColin · ⭐ 78

    Ask your house a question, get a number back. Home Assistant integration for TypeSafe Jev: typed answers as se

  • Canny by qkal · ⭐ 50

    Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev

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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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