Personalized Oncology Workflow (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Structured reasoning template for AI-assisted personalized mRNA oncology workflows. Inspired by the 2026 Rosie mast cell tumor case. Species-aware

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Personalized Oncology Workflow is a structured reasoning template for AI-assisted personalized mRNA oncology workflows. It was inspired by the 2026 Rosie mast cell tumor case and is designed to be species-aware and safety-first, requiring veterinary oncologist oversight. This workflow guides the analysis and planning of personalized mRNA-based approaches for advanced or refractory neoplasia cases. It provides evidence-prioritized steps to evaluate feasibility, required data, key AI/researcher touchpoints, and critical safety/red-flag checkpoints. The workflow is not a substitute for board-certified veterinary oncologist and regulatory oversight.

Key features

Species-specific mast cell tumor biology
Neoantigen identification principles
Integration with AI tools like ChatGPT/Claude/Gemini, AlphaFold, and custom ML
Use of authoritative veterinary sources for guidance

Pricing

Model: Free
Category: Skills
Rating: No reviews yet

Use cases

Advanced Canine Mast Cell Tumor Treatment

Using the Personalized Oncology Workflow to guide AI-assisted analysis and planning for a dog with advanced mast cell tumor, including neoantigen prediction and vaccine blueprinting.

Refractory Feline Neoplasia Immunotherapy

Applying the workflow to explore AI-augmented neoantigen prediction and mRNA construct design for a cat with refractory neoplasia, under the guidance of a veterinary oncologist.

Pros & Cons

Pros

Provides a structured approach to AI-assisted personalized mRNA oncology workflows
Species-aware and safety-first design
Requires veterinary oncologist oversight for added safety and expertise
Inspired by a real-world case (2026 Rosie mast cell tumor case) for practical relevance

Cons

Not suitable for routine lymphoma protocols, first-line therapy planning, or non-oncology cases
Requires tumor sequencing (WES/RNA-seq) data, which may not be available or feasible in all cases
Limited to dogs and cats, with caution advised for non-canine species

Reviews

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Q&A

Can this workflow be used for routine lymphoma treatment plans?

No, it is intended for advanced or refractory neoplasia cases and is not suitable for standard lymphoma protocols or first‑line therapy planning.

Asked by Vasyl Kovalenko · Aug 30, 2025

Is veterinary oncologist oversight required when using this tool?

Absolutely; the workflow is safety‑first and mandates board‑certified veterinary oncologist review and regulatory oversight; it is not a substitute for professional judgment.

Asked by Umar Farooq · Jul 28, 2025

Do I need tumor sequencing data to use this workflow?

Yes, the workflow requires whole-exome or RNA sequencing data from the tumor to evaluate neoantigen identification and feasibility of personalized mRNA approaches.

Asked by Jovana Petrovic · Jul 6, 2025

What species does the Personalized Oncology Workflow support?

The workflow is species-aware and is designed specifically for dogs and cats, with caution advised for any non-canine species.

Asked by Xavier Costa · Jun 24, 2025

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