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

0•

Productivity & Workflow

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

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.

Key Features

01Safety and Compliance: Embeds PPE requirements, hazard identification, and waste disposal steps into the workflow.

02Reproducibility Assurance: Incorporates master mix usage, control groups, and traceability standards for high-quality experimental design.

030 GitHub stars

04Logical Temporal Ordering: Organizes procedures into distinct phases including setup, reagent preparation, and post-processing.

05Automated File Orchestration: Manages standardized I/O for experimental inputs, reference materials, and JSON procedure outputs.

06Quantitative Specification: Generates protocols with precise temperature, volume, concentration, and time tolerances.

Use Cases

01Augmenting existing protocols with detailed quantitative parameters and safety constraints.

02Standardizing experimental procedures for use in automated laboratory environments.

03Translating high-level research instructions into step-by-step laboratory protocols.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dakesan/la-bench2025 procedure-generator

For use in Claude.ai and ChatGPT

Download Skill