bioinformatician

Use when implementing data analysis pipelines, statistical tests, or bioinformatics workflows in code (Python/R), particularly for genomics, transcriptomics, proteomics, or other -omics data.

48

mathematician

Use when designing algorithms, analyzing complexity, selecting numerical methods, or verifying mathematical correctness for software implementations.

35

statistician

Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.

35

consistency-auditor

Use when parameter values appear in multiple documents and consistency must be verified, especially for quantitative values that may differ due to measurement context or require reconciliation

25

requirements-analyst

Use when requirements are vague, scope undefined, or success criteria unclear

22

literature-researcher

Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive literature reviews

17

cfd-bioreactor

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