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reflex

kaustav1996/reflex

Coding agent with calibrated System One reflexes on top of Pi

What it is

A coding agent and personal assistant built on the Pi coding agent. It works with any LLM via OpenRouter or a direct provider, takes voice input, and includes macOS computer use, a browser agent, MCP connectors, scheduled agents and deploys.

How it uses Jev

Jev judges each action, turn, utterance and request: action gating on bash, edit, write, computer, browse and connector calls; progress and completion checks; model routing; skill and connector selection; voice intent; browser steps; credential requests; and agent workflow decide steps. Code owns thresholds, escalation and routing, and acts on the returned probabilities.

Primitives:choicescorenoul

Technique worth stealing

Code owns control flow: many narrow questions in one parallel request, mutually exclusive options with escapes, and confidence thresholds scaled to risk.

Try it

npm install && npm run build, npm link, then run reflex; onboarding asks for provider key, TypeSafe key and risk appetite.

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-centricunclear0.58
  • Shows a System One patternyes0.93
  • Handles uncertaintyno0.05
  • Measuredno0.36
  • Runnableyes0.86
  • Worth recommendingno0.33
  • Model replicano0.06
  • Problem scopescore on a 0–2 scale1.48
  • About Jevyes0.98

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