agents4academia

🔍 DISCOVER — Auditable knowledge graph of claims and contributions from primary literature. See the state of a field, contradictions, and gaps.

📝 REVIEW — 10-stage pipeline turning a paper PDF into claim/evidence map, novelty and rigor checks, and a self-critique pass. Built to help authors improve.

🗂️ ORGANISE — Personal research knowledge agent. Unifies Zotero, Notion, Obsidian, and arXiv into one linked, queryable knowledge base.

✅ VERIFY — RefWarden: for every (claim, citation) pair, checks the reference exists, metadata is right, and the cited paper actually supports the claim.

🔁 REPRODUCE — Turn any prior empirical paper into a clean, minimal, runnable implementation. Compare, extend, reproduce.