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A Claude Code hook that fires when you write code containing an LLM call or a hand-written classifier and injects a three-way test: plain code, a frontier model, or the System One band where Jev lives. It never blocks; the GitHub description cites a measured 149-row Jev vs Claude Haiku 4.5 comparison.
Stars
1
Language
TypeScript
License
MIT
Reading time
3 min
Published by
Community
Author
wotai-dev
Last verified
Oct 2026

Highlights

  • Fires on file writes containing an LLM call or a hand-written classifier and injects a three-way test into the agent's context; it never blocks.
  • The three bands: plain code or a query, a frontier model for multi-step reasoning, or a question a sensible person answers in under a second, where Jev lives.
  • Only .ts .tsx .cts .mts .js .jsx .cjs .mjs and .py files are watched; everything else exits immediately.
  • Patterns lead with [Xx] so camelCase names like parseIntent match while SCREAMING_CASE constants do not; measured 8/8 camelCase names, 0/10 ordinary functions.
  • Names are split into Choice (classify/route/triage) and Score (score/rank/relevance) classes so the injected advice names the right primitive.

Quickstart

bash
mkdir -p .claude/hooks
curl -sL https://raw.githubusercontent.com/wotai-dev/typesafe-jev-tools/main/hooks/typesafe-check.sh -o .claude/hooks/typesafe-check.sh
chmod +x .claude/hooks/typesafe-check.sh

Watch out

Grounded in the truncated repository README and GitHub metadata reviewed on 2026-10-15; the excerpt ends mid-sentence in the authoring-versus-reading section, the 149-row comparison against Claude Haiku 4.5 is stated in the GitHub description only, and the README itself warns the trigger classes are loose and need tuning.

Questions about this entry

Short answers drawn from the linked project or page.

Reactions & coverage

Posts, threads, and videos about this entry from around the web.

YouTube: Ray Amjad puts Jev inside an agentic coding loop and looks at what it costs to run.

YouTube: RoboNuggets puts Jev to work inside Claude Code.

Reddit: A Claude Code mod replaces the auto-mode classifier with Jev, 2x faster.

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

Posts from builders shipping with Jev right now.

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