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ymyl-detection
Use when applies to any site in health, medicine, finance, law, safety, news, or similar fields. Use when auditing content quality for sites in YMYL categories or investigating why high-quality-seeming content underperforms.
hugging-science
Discovers and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog. Used when selecting scientific ML resources in biology, chemistry, genomics, materials, climate, physics, astronomy, medicine, mathematics, protein design, single-cell analysis, or PDE modeling, and when checking their actual datasets, Tra…
primekg
Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths. Use for PrimeKG reproducibility, biological association lookup, and hypothesis generation with relation and data provenance preserved.
tooluniverse-precision-medicine-stratification
Patient stratification for precision medicine — integrate genomic, clinical, and therapeutic data to split patients into responder/non-responder groups, risk tiers, or treatment-decision groups. Use for stratification-by-biomarker, treatment-selection logic, and personalized therapeutic strategy reports per patient subgroup.
tooluniverse-precision-medicine-stratification
Patient stratification for precision medicine — integrate genomic, clinical, and therapeutic data to split patients into responder/non-responder groups, risk tiers, or treatment-decision groups. Use for stratification-by-biomarker, treatment-selection logic, and personalized therapeutic strategy reports per patient subgroup.
tooluniverse-precision-medicine-stratification
Patient stratification for precision medicine — integrate genomic, clinical, and therapeutic data to split patients into responder/non-responder groups, risk tiers, or treatment-decision groups. Use for stratification-by-biomarker, treatment-selection logic, and personalized therapeutic strategy reports per patient subgroup.
scienceclaw-qa
Answer scientific questions across all disciplines with evidence-based responses and citations. Use when: (1) user asks factual science questions, (2) needs explanation of concepts/theories/methods, (3) multi-step scientific reasoning needed. Covers natural sciences (physics, chemistry, biology, medicine, materials, astronomy, earth science, math, CS) and s…
cremieux-cardio
Write data-driven, evidence-first long-form Twitter posts on medicine and cardiology. Use when the user wants to: (1) Create thought leadership content in the style of Eric Topol, Peter Attia, Andrew Huberman, or Rhonda Patrick, (2) Present clinical evidence with charts, data, and Q1 journal citations for educated non-specialist audiences, (3) Write confide…
tw-healthcare-regulations
Navigate Taiwan healthcare regulations including NHI system, medical device classification, drug registration, telemedicine rules, and health data protection. Use this skill when the user is building a health tech product for Taiwan, needs to understand NHI, evaluate medical device regulatory pathways, or assess telemedicine compliance — even if they say 's…
Medicine
Support medical understanding from patient education to clinical practice and research.
american-journal-of-respiratory-and-critical-care-medicine
Use when targeting the American Journal of Respiratory and Critical Care Medicine or deciding whether a respiratory, critical-care, or sleep study fits this venue. Encodes the journal's fit across clinical-translational-basic science, the mechanistic and evidence bar, reporting-guideline and registration requirements, ATS house style, official-submission re…
anesthesiologist
Expert-thinking profile for Anesthesiologist (perioperative medicine / airway management / hemodynamics & pharmacokinetics / regional & multimodal analgesia / perioperative trials...): Reasons from control of consciousness, analgesia, autonomic response, and oxygen delivery through the ASA Difficult Airway Algorithm, capnography and arterial-waveform trends…
anesthesiology
Use when targeting Anesthesiology or deciding whether an anesthesiology, perioperative-medicine, pain, or critical-care study fits this venue. Encodes the journal's fit, the perioperative-trial and translational bar, reporting-guideline and registration requirements, ASA house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid on…
annals-of-internal-medicine
Use when targeting Annals of Internal Medicine (Ann Intern Med) or deciding whether an internal medicine or clinical-evidence manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
bianque
Evidence-based medical knowledge and research mentor grounded in the Bian Que tradition. Covers clinical reasoning, diagnostic thinking (望闻问切), pharmacology, pathology, differential diagnosis, medical literature appraisal, and the philosophy of early intervention. Trigger whenever users ask about medicine, clinical science, drugs, disease mechanisms, diagno…
bioinformatics-scientist
Elite bioinformatics scientist specializing in genomic data analysis, NGS pipeline development, variant calling, transcriptomics, and precision medicine. Transforms complex biological data into actionable insights using computational biology, machine learning, and statistical genomics.
bioinformatics-scientist
Elite bioinformatics scientist specializing in genomic data analysis, NGS pipeline development, variant calling, transcriptomics, and precision medicine. Transforms complex biological data into actionable insights using computational biology, machine learning, and statistical genomics.
biorxiv-api
Preprint server API for biology and medicine papers
An independently imported catalog with original authors, licenses and source links. Classification is not a security audit.
Sources and import coverage