create-recipe

To convert unstructured media recipes into schema-validated YAML, provide plain text, JSON, or extracted protocol content. The tool processes ingredient lists, concentrations, and pH details to generate a compliant YAML record validated against the LinkML schema.

Yes, you can generate CultureMech YAML records from plain text protocol descriptions. The tool transforms text inputs like ingredient concentrations and autoclave instructions into structured fields, ensuring correct categorization and automatic CultureMech ID assignment.

The best way to ensure microbial media recipes pass schema validation is to generate them directly through a schema-compliant workflow. This guarantees required fields like medium_type, physical_state, and ingredients are correctly formatted and validated against the culturemech.yaml schema.

Yes, this schema validation approach works with JSON inputs for stock solutions. It accepts structured JSON data to produce schema-compliant YAML growth media or solution records, automatically assigning the next available CultureMech identifier to keep records uniquely addressable.

You need ontology-grounded data for batch-style recipe creation when transforming multiple messy inputs into consistent, structured records. This approach ensures every generated YAML file adheres to required schema fields and maintains correct categorization paths across the entire batch.

A limitation of converting document-derived inputs into structured YAML is the reliance on successfully extracted protocol content from the original document. The schema validation process requires clearly defined ingredients, concentrations, and preparation details to populate mandatory YAML fields accurately.