Research skills
Skills for safer AI-assisted academic work
Agent2Research organizes tools around repeatable skills: searching literature, reading papers, building evidence tables, reviewing manuscripts, and choosing software without weakening the evidence trail.
Literature search strategy
Turn a clinical or academic question into search terms, seed papers, database records, and a repeatable verification trail.
- PICO or PECO framing
- PubMed and AI discovery split
- Search date and query records
Paper reading and translation
Read PDFs across languages while preserving methods, results, terminology, figures, and page-level evidence.
- Methods and results first
- Terminology notes
- Source PDF verification
Evidence table building
Extract population, design, outcomes, limitations, and citation identifiers into a table that can support reviews and reports.
- PMID or DOI fields
- Study design separation
- Limitations captured early
Manuscript and report review
Check whether a draft keeps claims, statistics, tables, and citations aligned before submission or group review.
- Claim-source mapping
- Statistics consistency
- AI disclosure and journal policy
Tool selection for research teams
Compare tools by workflow fit, exportability, privacy, and rework cost instead of feature lists alone.
- Same-task comparison
- System of record decision
- Team adoption rule