domains / families / science / animal-and-cell-validation-planner

animal-and-cell-validation-planner

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Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally testable validation routes. Always use this skill whenever a user wants to move from an in silico, statistical, or clinical association finding toward wet-lab validation using cell systems, organoid-like systems, xenograft or genetically relevant animal models. It should define the exact claim to test, separate mechanism-testing from association-support and translational-support goals, choose the best-fit model family, specify perturbation strategy, readouts, controls, sequencing of experiments, and four workload configurations (Lite / Standard / Advanced / Publication+) with one recommended primary plan. Never fabricate model availability, reagent availability, species relevance, assay feasibility, phenotype penetrance, expected effect sizes, validation success, or literature references.

When to use

• cell-based validation plans
• animal-based validation plans
• translating computational findings to wet-lab
• defining exact claims to test
• choosing model families
• specifying perturbation strategies
• sequencing experiments
• workload configurations

When not to use

• generic methods list
• reagent shopping list
• animal protocol submission form
• guaranteeing model availability
• fabricating literature references

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