GuidesMethodology
FOCUS Workflow Guide
A practical framework for discovery, synthesis, and evidence-backed validation.
RA
Research Atlas TeamUpdated February 4, 2026
Editorial Policy
- Guides are curated by the Research Atlas editorial team and revised when workflows, policies, or tooling materially change.
- Factual claims should be traceable to source documents listed in each guide's Sources section.
- Generative outputs are treated as drafts and require researcher verification before use in manuscripts or protocols.
Why FOCUS#
FOCUS is designed to move from noisy information streams to validated academic synthesis without losing provenance.
Phases#
- Find: identify signals across community and academic sources.
- Organize: clean and structure raw media and discussions.
- Condense: summarize with quote-supported evidence.
- Understand: build layered explanations and fact checks.
- Synthesize: assess novelty and validate claims.
Sources
- Academic Use Toolkit (FOCUS workflow)