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distill

samuelfaj/distill

Coding agent harness that uses Jev to cut token usage.

Classification & Routing79%Runner-up: Agent Decisions

What it is

Distill is a lightweight coding agent harness and TUI for developers, working with Grok and Codex subscriptions and any OpenAI-compatible model, built to get far more done with far fewer tokens.

How it uses Jev

Jev selects a model and effort, routes bounded utility tasks, and judges what context to retain. Code constrains the choices and validates utility results; failed or low-confidence decisions leave the normal path in place. Jev does not decide tool permissions.

Primitives:choicescore

Technique worth stealing

Constrain Jev's choices in code and validate its utility results, falling back to the normal path on failure or low confidence.

Try it

curl -fsSL https://raw.githubusercontent.com/samuelfaj/distill/main/install.sh | sh

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-centricunclear0.56
  • Shows a System One patternyes0.80
  • Handles uncertaintyyes0.78
  • Measuredno0.05
  • Runnableyes0.98
  • Worth recommendingno0.24
  • Model replicano0.10
  • Problem scopescore on a 0–2 scale1.63
  • About Jevyes0.86

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 22 Sept 2026.