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bioinformatics-translational-opportunity-finder

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Identifies translationally meaningful paths for bioinformatics findings by mapping omics or computational discoveries to diagnosis, stratification, prognosis, treatment-response, monitoring, or target-nomination use cases, while auditing bridge evidence, assayability, and validation burden. Use this skill when a user wants to know whether a bioinformatics finding can be framed as a stronger translational topic without overclaiming clinical relevance. Always separate statistical signal from translational value, and never imply clinical utility, targetability, or validation depth without explicit evidence support.

When to use

• identifying translational opportunity paths
• mapping omics discoveries to use cases
• auditing bridge evidence
• assessing assayability
• evaluating validation burden
• reframing weak translational claims
• classifying discovery types
• identifying translation barriers

When not to use

• patient-specific diagnosis
• patient-specific prognosis
• treatment recommendation
• biomarker interpretation for patients
• inventing validation evidence
• presenting computational association as clinical readiness
• claiming druggability without support
• claiming biomarker utility without support

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