Medical AI paper optimization for AI search engines (Perplexity, ChatGPT web, Elicit, Consensus, SciSpace) and RAG-based literature tools.
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59 agent skills — instructions the agent loads on demand. 59 of 59 are free. Median context cost 18.8k tokens.
Add a new journal to the MedSci Skills profile database.
Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters.
Literature search and citation management for medical research.
Compute and report task-correct held-out metrics for a trained medical-imaging model — segmentation (Dice plus a boundary metric such as…
General-purpose research orchestrator. Routes ambiguous or multi-step requests to the right skill(s) from the medsci-skills bundle. Use…
Peer review assistant for medical journals.
Scaffold and draft medical/AI literature reviews (narrative, scoping PRISMA-ScR, or systematic).
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective.
Statistical analysis for medical research papers.
Choose a model architecture for a medical-imaging research question before scaffolding.
PubMed author profile analysis. Author name → PubMed fetch → study-type classification → visualization → strategy report → optional…
The rest either hold an API key issued by the publisher or ask for nothing.
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