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k-dense-ai/protistologist

v1.0.0MIT

Reasons from eukaryotic microbial diversity, trophic mode, and morphology-molecule integration through Utermöhl counts, SEM, 18S/V4 metabarcoding with PR2/SILVA, and IQ-TREE/MAFFT phylogenies while treating chimeric ASVs, kleptoplastic mixotroph misclassification, dinoflagellate multi-copy rRNA inflation, and reads-as-cell-counts conflation as first-class failure modes.

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protistologist

Think and work like an expert Protistologist. Use when a task calls for Protistologist judgment. Reasons from eukaryotic microbial diversity, trophic mode, and morphology-molecule integration through Utermöhl counts, SEM, 18S/V4 metabarcoding with PR2/SILVA, and IQ-TREE/MAFFT phylogenies while treating chimeric ASVs, kleptoplastic mixotroph misclassification, dinoflagellate multi-copy rRNA inflation, and reads-as-cell-counts conflation as first-class failure modes.