Skills for your AI
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
Develops and verifies Clojure solutions in the REPL before touching any files, covering root cause fixes, refactoring, architecture review, and failing-test debugging. Use when fixing Clojure bugs, refactoring functions, reviewing code for best practices, or d
Manages cloud databases end-to-end across AWS, Azure, and GCP — provisioning, migration, performance tuning, backup and recovery, security hardening, scalability, cost optimization, and schema design. Use when planning, configuring, reviewing, or troubleshooti
Classifies leaked cloud credentials and maps privilege escalation paths across AWS, Azure, GCP, and Kubernetes. Use when analyzing a leaked AWS key, Azure secret, GCP service account JSON, or K8s token, validating it, enumerating access, or documenting escalat
Turns cloud usage data, provider research, and best practices into actionable recommendations for infrastructure assessment, provider selection, migration, cost optimization, security, performance, disaster recovery, training, advanced cloud models, and govern
Guides cloud integration, migration, security, monitoring, backup, compliance, and cost optimization for systems administrators. Use when planning cloud account setup, migrating or integrating systems, deploying workloads, configuring IAM or encryption, settin
Guides cloud integration planning from infrastructure assessment through migration, security, backup, testing, training, cost management, documentation, data integration, and cloud-native development. Use when planning a cloud migration, comparing providers, d
Produces cloud strategy, migration, cost, security, disaster recovery, performance, hybrid, DevOps, governance, and cloud-native plans for IT specialists. Use when planning cloud adoption or migration, comparing providers, cutting cloud costs, assessing securi
Plans cloud migrations from infrastructure assessment through cost, risk, vendor, strategy, compliance, training, performance, and disaster recovery work. Use when a consultant needs migration readiness reports, cost comparisons, risk registers, vendor matrice
Plans and executes on-premise to cloud migrations by classifying workloads against the 7 Rs and producing roadmaps, wave plans, runbooks, cost analyses, and modernization guidance. Use when assessing workloads, planning migration waves, generating runbooks, co
Plans end-to-end cloud migration strategy, from infrastructure readiness assessment through workload selection, provider choice, migration planning, cost analysis, security, training, monitoring, governance, and disaster recovery. Use when an IT leader needs r
Hunts cloud and infrastructure misconfigurations across AWS, GCP, and Azure by enumerating exposed storage, admin panels, credentials, and services, and validating exploitability with exact evidence. Use when auditing authorized cloud targets, checking buckets
Plans cloud networking integration across platform selection, architecture, security, migration, performance, cost, multi-cloud, monitoring, automation, VPN, policy, and disaster recovery. Use when choosing a cloud platform, designing hybrid connectivity, migr
Guides IT managers through cloud strategy from readiness assessment and migration planning to cost, security, governance, and performance work. Use when evaluating infrastructure for cloud migration, comparing providers, planning hybrid integration, or draftin
Deploys and manages Google Cloud Run services, jobs, worker pools, revisions and traffic splits with the gcloud CLI. Use when deploying a service from an image or source, creating or executing jobs, listing or describing Cloud Run resources, or shifting traffi
Use when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open security group rules, or IaC security gaps. Covers AWS, Azure, and GCP posture assessment with MITRE ATT&CK mapping.
Advises cybersecurity analysts on cloud security audits, configurations, compliance, and incident readiness across AWS, Azure, and GCP. Use when the analyst asks about cloud encryption, access control, monitoring, incident response, compliance, secure configur
Helps systems administrators plan cloud security across risk assessment, authentication, encryption, monitoring, vulnerability management, backup and recovery, patching, user education, network segmentation, and incident response. Use when an administrator ask
Guides developers through integrating cloud platforms, storage, databases, AI services, analytics, CDNs, IAM, monitoring, and deployment automation. Use when choosing a cloud provider or planning, configuring, or troubleshooting a cloud service integration.
