This skill from Aperivue's medical research collection guides a researcher through removing protected health information from CSV, TSV or Excel files before any AI-assisted analysis. The removal itself happens in a Python script on the researcher's computer that never goes online or calls a model, using patterns for 12 countries and an interactive review in the researcher's own terminal. The agent explains and checks the process but is told never to ask for raw patient data or to read the mapping file of original values. It covers assessment, scanning, review, de-identification and verification, with references for the HIPAA Safe Harbor list and date shifting. Never paste or upload raw patient data to the agent, and check the output before sharing it, since a pattern-based tool can miss identifiers.
Abstract clinical notes into cited data fieldsThis skill extracts the fields you define from clinical notes and ties each value to the exact text it came from. Missing values stay empty instead of being guessed. Output can feed chart abstraction, a patient registry, or a research cohort, and it can be exported as FHIR.HealthcareClinical NotesData Extraction
Assign CPT and HCPCS procedure codesThis skill reads encounter notes and operative reports and picks CPT codes and HCPCS Level II codes for the procedures in them. It lists each billable service, looks up codes with lookup tools, and outputs codes ready for a claim.HealthcareMedical CodingBilling
Assign ICD-10-CM codes to a clinical noteThis skill reads a clinical note and picks the billable ICD-10-CM diagnosis codes for a claim. It decides which diagnoses should be billed, codes each one as specifically as the note allows, and looks up the exact code through an ICD-10 connector before a final check.HealthcareMedical CodingBilling
Build FHIR API endpointsThis skill is a reference for building healthcare REST endpoints on FHIR R4, such as Patient, Observation, Encounter, and MedicationRequest. It covers mandatory fields, allowed enum values, HTTP responses and errors, and coding systems like LOINC, SNOMED, RxNorm, and ICD-10. SMART on FHIR authorization, Bundles, transactions, and paged search are included.HealthcareFHIRInteroperability
Check a manuscript against reporting guidelinesThis skill audits a medical or scientific manuscript one item at a time against a published reporting checklist or a risk-of-bias tool. It covers 49 instruments, including CONSORT, STROBE, STARD, PRISMA, TRIPOD+AI and QUADAS, picks the right one from the study type or asks when unsure, and marks every item as present, partial or missing with where it was found. It adds cross-checks such as registration timing and PRISMA flow-diagram arithmetic, and it can tell when an older checklist no longer matches the current draft. It is part of a set of medical-research skills built by a physician-researcher.HealthcareMedical researchManuscript review
Check healthcare claims against CMS billing rules and NCCI editsThis AWS Labs reasoning skill helps an agent answer questions about healthcare claims billing and spot likely fraud, waste and abuse. It holds reference material on CMS site-of-care codes, post-surgery global periods, modifiers such as 25 and 59, and NCCI code-pair edits, plus patterns like upcoding, unbundling, phantom billing and impossible days. It also helps tell coding errors apart from fraud, and answers lead with a recommendation followed by the specific criteria and caveats. It is meant for claims audit and billing compliance work. Billing rules change, so check the current CMS and NCCI tables before acting on an answer.HealthcareHealthcare claimsBilling compliance
