How does this skill improve experimental reproducibility?

It eliminates ambiguity by generating protocols with exact quantitative tolerances for temperature, volume, and time, while also standardizing master mix usage and control group setups.

Does this skill include safety and compliance steps?

Yes. It automatically embeds necessary PPE requirements, hazard identification, and waste disposal protocols into every generated procedure to ensure laboratory safety.

What is the Procedure Generator Claude Code skill?

The Procedure Generator is a specialized skill for Claude Code that automates the creation of high-precision, reproducible laboratory protocols from LA-Bench data and reference materials.

When should I use the Procedure Generator skill?

Use this skill when you need to transform high-level experimental objectives into detailed, step-by-step JSON procedures that are ready for laboratory execution or automation.

What inputs are required for the Procedure Generator?

The skill processes standardized LA-Bench format inputs, including high-level instructions, mandatory reagents, reference protocol steps, and supplementary Markdown documentation.

Procedure Generator

Name: Procedure Generator
Author: dakesan

bydakesan

生产力与工作流

Orchestrates the creation of detailed, reproducible experimental procedures from LA-Bench laboratory data and reference materials.

关于

Streamlines laboratory workflow planning by transforming high-level experimental objectives into detailed, execution-ready protocols. This skill manages file I/O, references standardized LA-Bench input formats, and delegates complex logic to a specialized subagent to ensure procedures include precise quantitative specifications, logical temporal ordering, and essential safety considerations. It is particularly useful for researchers and automation engineers needing to convert natural language protocols into structured, reproducible JSON formats that satisfy 'Completed Protocol' requirements for automated laboratories.

主要功能

Safety and Compliance: Embeds PPE requirements, hazard identification, and waste disposal steps into the workflow.
Reproducibility Assurance: Incorporates master mix usage, control groups, and traceability standards for high-quality experimental design.
0 GitHub stars
Logical Temporal Ordering: Organizes procedures into distinct phases including setup, reagent preparation, and post-processing.
Automated File Orchestration: Manages standardized I/O for experimental inputs, reference materials, and JSON procedure outputs.
Quantitative Specification: Generates protocols with precise temperature, volume, concentration, and time tolerances.

使用场景

Augmenting existing protocols with detailed quantitative parameters and safety constraints.
Standardizing experimental procedures for use in automated laboratory environments.
Translating high-level research instructions into step-by-step laboratory protocols.

关于

主要功能

Safety and Compliance: Embeds PPE requirements, hazard identification, and waste disposal steps into the workflow.
Reproducibility Assurance: Incorporates master mix usage, control groups, and traceability standards for high-quality experimental design.
0 GitHub stars
Logical Temporal Ordering: Organizes procedures into distinct phases including setup, reagent preparation, and post-processing.
Automated File Orchestration: Manages standardized I/O for experimental inputs, reference materials, and JSON procedure outputs.
Quantitative Specification: Generates protocols with precise temperature, volume, concentration, and time tolerances.

使用场景

Augmenting existing protocols with detailed quantitative parameters and safety constraints.
Standardizing experimental procedures for use in automated laboratory environments.
Translating high-level research instructions into step-by-step laboratory protocols.