CalibratedDecisions.

Repo · Coding & code review

Quicksilver

Claude Code skill that hands bulk judgment and shortlist calls to TypeSafe Jev so Claude spends tokens on harder reasoning.

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From the repository

Claude Code skill: hand bulk judgment calls to Jev. 86% fewer Claude tokens on a 12-task benchmark, up to 20x faster. One-line npx install.

ai-agentsclaudeclaude-codedeveloper-toolsjevllmskilltokenstypesafe

How builders describe it

A Claude Code skill that moves bulk judgment off Claude and onto Jev. You filter files, classify items, rank candidates or locate lines, and it returns typed verdicts, a shortlist with borderline markers, and a receipt of the tokens Claude did not read.

The decision Jev makes

Label a change, score its risk, pick the relevant file, or decide whether a coding agent should continue.

Where it fits

Code review and coding agents are full of small questions: is this change risky, what kind of fix is this, which file matters. These projects answer them with Jev and route the rest to people or bigger models. All 450 coding & code review projects →

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