Skills for your AI
Provides expert guidance on AI model optimization, covering hyperparameter tuning, feature selection, architecture, data augmentation, regularization, transfer learning, ensembles, compression, evaluation, and interpretability. Use when a data scientist asks t
CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective a
Handles the full medical claims lifecycle—verifying patient data, reviewing codes, compiling documentation, submitting claims, following up, resolving rejections, reconciling payments, and analyzing performance. Use when preparing, submitting, tracking, or aud
Codes, validates, maps, and quality-checks clinical data against standards such as SNOMED-CT, ICD-10, MedDRA, and WHO Drug, and builds dictionaries, standardization guides, and training plans. Use when clinical data managers need terms coded, coded datasets va
Integrates, cleans, transforms, and validates clinical trial data from multiple sources into a unified analysis-ready dataset. Use when a Clinical Data Manager needs to de-duplicate raw data, map or reconcile sources, merge datasets, validate integrated data,
Performs clinical data quality checks including validation, cleaning, reconciliation, mapping, script development, reporting and documentation. Use when a Clinical Data Manager needs to profile a dataset, remove duplicates, standardize formats, reconcile sourc
Generates clinical data reports from extraction and cleaning through analysis, formatting, QC, and distribution for Clinical Data Managers. Use when extracting or cleaning clinical data, aggregating sources, building report visuals, running QC, distributing or
Turns clinical trial data into clear, accurate visualizations, cleaning plans, and reports for Clinical Data Managers. Use when cleaning or preparing clinical data, choosing or generating charts, interpreting visualizations, mapping patient recruitment, analyz
Generates publication-ready LaTeX/PDF clinical decision support documents — biomarker-stratified patient cohort analyses and evidence-graded treatment recommendation reports. Use when the user needs cohort outcome analyses, GRADE-graded treatment guidelines, s
Resolves, tracks, and improves clinical data query workflows from identification through audit readiness. Use when a Clinical Data Manager needs query lists, prioritization, stakeholder communications, status tracking, trend analysis, escalation, training or S
Drafts compliant clinical reports (case, diagnostic, trial, patient documentation), validates and de-identifies them against CARE, ICH-E3, and HIPAA standards, and generates scientific schematics. Use when the user needs a case report, diagnostic report, CSR o
Use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survi
Cleans, analyzes, visualizes, and reports clinical trial data for microbiologists, covering statistics, predictive models, survival analysis, adverse events, and meta-analysis. Use when the user provides a clinical trial or microbiome dataset and asks to clean
Prepares clinical trial data, builds, tunes, deploys and monitors ML models, and drafts reports, alerts and recommendations for clinical data managers. Use when cleaning trial data, engineering features, comparing models, forecasting recruitment or risk, monit
Searches and retrieves clinical trial data from the ClinicalTrials.gov API v2 by condition, drug, location, sponsor, status, or NCT ID, and exports results. Use when the user asks to find trials, filter by status or phase, look up a study by NCT ID, or export
Retrieves ClinPGx pharmacogenomics data on genes, drugs, gene-drug pairs, CPIC guidelines, alleles, variants, and clinical annotations via the ClinPGx REST API. Use when the user asks about gene function, drug pharmacogenomic annotations, gene-drug interaction
Queries NCBI ClinVar for variant clinical significance, interprets pathogenicity classifications and review status, downloads bulk FTP datasets, annotates VCFs, resolves conflicting submissions, and tracks classification updates. Use when the user asks about a
Designs conflict resolution programs, materials, and coaching guides for HR leaders, covering diagnosis, communication strategies, mediation, training, policy, monitoring, and peer mediation. Use when an HR leader needs conflict resolution plans, scripts, poli
Diagnoses containerized agent session failures by tracing logs and querying inbound and outbound session databases. Use when a message got no reply, a container exited immediately, duplicate service instances appear, mounts are missing, or logs need interpreti
Analyzes SQL queries, logs, schemas, and execution plans to find bottlenecks and recommend concrete optimizations. Use when a user wants slow queries diagnosed, indexes recommended, queries rewritten, subqueries or joins optimized, plans analyzed, or partition
Diagnoses and resolves errors from messages, stack traces, or unexpected behavior using a 5-step process (classify, parse, match, analyze, resolve) and replays recorded solutions. Use when the user pastes an error, stack trace, or describes a bug and wants a r
Analyzes insurance experience data — claims, risk, mortality, loss ratios, persistency, investments, healthcare and annuities — to inform pricing and risk decisions. Use when the user asks for an experience study, claims trend analysis, risk or underwriting re
Walks an operator through wiring a first agent to a DM channel and verifying welcome message delivery. Use when connecting an agent to Discord, Slack, Telegram, WhatsApp, iMessage, Matrix, Resend, Teams, Webex, or Google Chat, resolving a platform ID, selectin
Analyzes genomic sequences for alignment, variant calling, phylogenetics, functional annotation, comparative genomics, gene expression, structural variants, epigenetics, assembly, and clinical or applied genomics. Use when the user provides sequences, reads, e
