Paperly-Codex

Use when the user wants to monitor arXiv for new papers by topic or author and produce a ranked digest of relevant preprints.

Use when the user wants to identify open research gaps, unresolved questions, or methodological blind spots across a literature corpus.

Use when the user wants to query Semantic Scholar for paper metadata, citations, references, author profiles, or semantic literature search results.

Use when the user wants to draft or revise a paper, conference, or journal abstract for a specific audience, structure, or word limit.

Use when the user wants to generate citation-aware manuscript sections or full research drafts grounded in the team's literature base.

Use when the user wants to draft concise conference rebuttals under response-period constraints and prioritize which reviewer concerns to address.

Use when the user wants to draft structured responses to peer review comments, supported by evidence and relevant literature.

Use when the user wants to find conflicting claims, methods, or conclusions across papers on the same topic.

Use when the user wants to synthesize findings across multiple papers into a coherent narrative, comparison, or temporal view.

Use when the user wants to assess how strong the evidence is behind scientific claims based on design, replication, sample size, venue, and recency.

Use when the user wants to evaluate whether a paper or manuscript meets reproducibility standards and identify missing methodological details.