Source: https://github.com/aipoch/medical-research-skills

When to Use

You have messy notes (chat logs, notebook fragments, bullet points) and need a formal, reproducible experimental protocol.
You are preparing a lab SOP for standardization across multiple operators or sites.
You need to convert exploratory/iterative experimental steps into a structured method for documentation or publication support.
You are onboarding new team members and must clarify steps, parameters, and checkpoints without inventing missing information.
You are auditing an existing method to identify missing critical parameters and quality-control points.

Key Features

Converts fragmented experimental steps into a standardized protocol structure (prep → execution → closing).
Enforces parameter completeness for reproducibility (e.g., temperature, time, concentration, volume, mixing/rotation speed).
Prohibits fabrication: any unknown or uncertain information is explicitly labeled as "To be supplemented/Not provided".
Unifies units, terminology, and step formatting for consistency.
Adds operational checks: logical order, safety notes, and waste disposal requirements.
Supports structured output using reusable templates (see assets/protocol_template.md).
Provides format guidance and checklists via references/guide.md.