LA-Bench Procedure Generator

概要

Streamline the creation of complex experimental protocols with a specialized skill that coordinates a multi-agent workflow to transform LA-Bench format JSONL files into high-quality procedures. This skill handles the entire lifecycle of protocol generation—from parsing input data and fetching external web references in parallel to performing automated quality validation and iterative refinement. It is an essential tool for researchers and developers working with laboratory automation benchmarks who require standardized, logically consistent, and schema-compliant experimental outputs produced at scale.

主な機能

• Integrated web reference fetching to enrich procedures with external documentation
• Multi-agent orchestration for parallelized data processing and reference fetching
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• Automated quality validation against logical consistency and completeness criteria
• Conditional refinement phase to automatically address and fix validation issues
• Native support for LA-Bench JSONL input and output schema compliance

ユースケース

• Automating the transformation of raw instruction data into detailed laboratory procedures
• Ensuring high-fidelity, validated outputs for laboratory automation benchmarks
• Processing public and private LA-Bench test datasets for experimental protocol generation