evidence-extraction
systematically identifying and validating key information from texts.
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fieldatlas-deepreadworkflowdefault
Literature review requiring faithful extraction with verbatim evidence from long academic papers.
research-architect-draftskill
Research projects with complete evidence bank needing logical draft that maps every claim to source.
fieldatlas-validateworkflow
Environment or artifact verification with mechanical pass/fail detection against ground truth.
paperzillaskill
Rapidly synthesizing findings from 5+ papers when manual reading is time-prohibitive.