Extract, structure, and quality-check evidence from registered source objects. Use when converting processed documents into searchable evidence cards, managing OCR and translation layers, running quality scoring, handling noise and recovery, or maintaining a corpus index.
Assess and promote corpus slices toward citation readiness. Use when deciding whether a piece of evidence can be cited, upgrading machine-translated layers to reviewed translations, building evidence matrices for writing, or prioritizing which sources to review first.
Systematically discover and shortlist academic literature for a research project. Use when building a reading corpus from scratch, expanding an existing one, filling topic or language gaps, or turning search results into a prioritized intake queue.
Draft and maintain academic papers from verified corpus evidence, manage bibliography, and produce output in any target format. Use when outlining chapters, mapping evidence to arguments, drafting or revising sections, managing citations, placing figures, or running integrity checks before building output.
Organize, classify, and register raw research materials into a stable, trackable source layer. Use when processing newly collected PDFs, archives, image folders, or mixed downloads; assigning stable IDs; maintaining intake manifests; or deciding what type of object each material is before any processing begins.