RESEARCH WORKFLOWS

Research workflows

Start with a research task, then examine its sequence, quality controls, and tools that can support individual steps.

Research Literature Search

Turn a research question into a reviewable search strategy, then build a literature set across indexes and citation networks.

Read a paper through its question, methods, evidence, and limits, keeping automated explanations anchored to the source.

Run search, deduplication, screening, extraction, and synthesis through a prespecified and reproducible process.

Build a manuscript from evidence and analysis records, using language tools without surrendering authorship or traceability.

Build a reproducible path from data provenance and an analysis plan through cleaning, modelling, and sensitivity checks.

Choose graphics from the data structure and scientific question while preserving quantitative fidelity and reproducibility.

Generate a structural hypothesis from sequence and biological context, then assess it with confidence measures and independent evidence.

Combine databases, computational models, and experimental constraints to propose candidates and narrow a search space through staged validation.