Create the README protocol note with topic, time window, and naming conventions.
Generate candidate questions and select one with an evaluation rubric.
Identify the 10 most essential subquestions from uploaded sources.
Create a structured inventory table of all uploaded sources.
Create an internal index for merged multi-document PDFs.
Turn on Learning Guide mode and use the Feynman Technique for teach-back comprehension checks.
Test comprehension with a source-grounded quiz.
Extract claims, evidence, limitations, and boundary conditions.
Extract decision-critical content for a specific research goal.
Identify conflict clusters, compare supporting evidence, and analyze the logic behind competing viewpoints.
Identify missing perspectives, assumptions, and counterarguments.
Draft a citation-anchored outline for the deliverable.
Surface non-obvious cross-source connections.
Propose a hierarchical mind map structure.
Distill outputs for the Ouroboros notes-to-sources loop.
Audit every claim for interpretive overreach.
Build a structured claim ledger with confidence ratings.
Generate three audio overview scripts (brief, critique, debate).
Empower your qualitative, quantitative, and mixed methods research with rigorously tested AI workflows and prompts.
Research Atlas is designed to bridge the gap between academic rigor and AI efficiency.