metalbear-co/jev-auto-approve

metalbear-co/jev-auto-approve on GitHub

Stars: 8
Forks: 1
Language: JavaScript
License: MIT
Last push: 20 Sep 2026

Read from GitHub on 24 Sep 2026. Counts change daily.

How it uses Jev

export const JEV_ENDPOINT = process.env.JEV_API_URL || 'https://api.typesafe.ai/v1/systemone';

/**
 * One question per thing worth being sure about, asked in a single call and answered in parallel.
 * `approve_when` records which answer supports approval, so a question can be phrased whichever way
 * reads naturally rather than being bent to a fixed polarity.
 */

View in src/jev.mjs

Open on GitHub

PrimitivesNoul

Use casesConfidence-gated actions

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ProjectConfidence-gated actions+1

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MCP server that gives Claude Code, Codex, Amp, OpenCode and other agents ten Jev judgment tools, each returning typed probabilities they can branch on. The author calls it early software.

jkudishOpen

320 starsPer call 150-500 ms

ToolAgent routing and skill selection+2

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Avi Chawla (@_avichawla)696 starsOpen

AlternativeConfidence-gated actions

Foreman

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ToolConfidence-gated actions+2

kyotofin/tax-doc-classifier

A TypeScript classifier that sends each PDF page's text to Jev as a choice over 261 IRS forms and 7 page kinds, with a second call only for five corporate forms and their schedules. Its eval reports 0 wrong pages on 314 filled TaxCalcBench forms at about $0.001 per page, 34x cheaper and 6x faster than the Sonnet pipeline it replaced.

Nakshatra Saxena (@nedwize)Open

419 starsCost per page $0.001vs prior setup 34x cheaper

ProjectHierarchical classification+1

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Open reproduction of the System One model class, fine-tuned from Qwen3.5-2B-Base, returning a probability distribution per typed question in a single forward pass. Serves TypeSafe's POST /v1/systemone wire format so TypeSafe SDKs work unchanged by repointing TYPESAFE_BASE_URL.

Mapika348 starsOpen

AlternativeIntent and model routing+3

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