AkashPriyadarshii

Jev Curate — AI skill for Claude Code

AI community

High-throughput synthetic & pretraining dataset sifter powered by TypeSafe AI Jev (api.typesafe.ai).

How to install Jev Curate

This entry records only its repository, not the path inside it, so there is no exact command to give. Open AkashPriyadarshii/jev-curate and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Jev Curate does

High-throughput synthetic & pretraining dataset sifter powered by TypeSafe AI Jev (api.typesafe.ai). Stream, filter, and score Parquet & JSONL datasets at 1,500+ rows/sec using System One typed decisions (Choice, Score, Noul).

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README

`jev-curate`

**High-Throughput Synthetic & Pretraining Dataset Sifter Powered by TypeSafe AI (Jev)**

[![Crates.io](https://img.shields.io/crates/v/jev-curate.svg?style=flat-square)](https://crates.io/crates/jev-curate) [![PyPI](https://img.shields.io/pypi/v/jev-curate.svg?style=flat-square)](https://pypi.org/project/jev-curate/) [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg?style=flat-square)](LICENSE) [![TypeSafe AI](https://img.shields.io/badge/Model-Jev--1.13.0-indigo.svg?style=flat-square)](https://typesafe.ai)

By **[Akash Priyadarshi](https://github.com/AkashPriyadarshii)**

[Why jev-curate](#why-jev-curate) • [Quickstart](#quickstart) • [CLI Reference](#cli-reference) • [Python API](#python-api) • [Architecture](#architecture) • [Non-Goals](#non-goals) • [Ecosystem](#ecosystem)


Why `jev-curate`?

Cleaning 10M to 1B rows of synthetic reasoning data, instruction tuning pairs, or web-scraped corpora is an economic and technical nightmare:

  • Generative LLMs are too slow and expensive: Running Claude 3.5 Sonnet or GPT-4o to judge synthetic rows costs $15,000–$50,000 per