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flash-agent-stack

furuCRM-Inc/flash-agent-stack

Local open-source drop-in for TypeSafe AI Jev with WebMCP bridge.

What it is

A local, free, Jev-compatible System 1 AI stack for developers and Salesforce teams: a backend API, Salesforce LWC demo, and a Chrome extension that injects document.modelContext into any web page.

How it uses Jev

The backend's POST /v1/systemone accepts Jev-format requests with a state string and typed questions, then returns calibrated Noul, Choice, and Score answers with zero output tokens. Salesforce LWCs call it via Apex or run Transformers.js in a Web Worker; the Chrome extension exposes registered tools through document.modelContext.

Primitives:noulchoicescore

Technique worth stealing

Run a local NLI model (Transformers.js or Cloudflare Workers AI) behind a Jev-compatible API to get calibrated Noul/Choice/Score answers with zero output tokens.

Try it

cd apps/backend && bun install && bun run dev, or npx wrangler deploy for Cloudflare Workers.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.88
  • Shows a System One patternno0.26
  • Handles uncertaintyno0.05
  • Measuredno0.39
  • Runnableyes0.95
  • Worth recommendingno0.21
  • Model replicayes0.84
  • Problem scopescore on a 0–2 scale1.03
  • About Jevyes0.97

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.