Skills for your AI
Coordinates priorities across people, projects, and assistants by sequencing work, aligning teams, and orchestrating task execution. Use when the user needs help prioritizing competing work, aligning multiple teams or projects, or delegating tasks to other ass
Builds Model Context Protocol servers in Kotlin with the official io.modelcontextprotocol:kotlin-sdk library, covering tools, resources, prompts, transports, testing, project structure, coroutines and multiplatform targets. Use when the user asks to create an
Designs, implements, and modernizes Kotlin codebases using coroutines, Kotlin Multiplatform, functional patterns, and Ktor. Use when analyzing Kotlin architecture, refactoring to Flow and structured concurrency, sharing code across platforms, building DSLs, ru
Turns raw KPI data into cleaned datasets, calculated metrics, benchmarks, trend and root-cause analysis, forecasts, reports, and monitoring alerts. Use when the user needs to collect or clean performance data, compute KPIs, compare against benchmarks, explain
Analyzes business development KPIs and performance data, producing trend analyses, KPI definitions, benchmarks, dashboards, reports, and stakeholder communications. Use when the user needs historical performance analysis, KPI goal setting, KPI tracking or repo
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state. Triggers on "build an operator", "CRD design", "reconcile loop", "controller-runtime", "kubebuilder", "operator-sdk", "metacontroller", "KOPF", "operator capability levels",
Hunts Kubernetes and Docker misconfigurations for RCE and credential disclosure, covering anonymous API access, kubelet exec/run, etcd exposure, docker.sock escapes, and RBAC issues. Use when auditing containerized infrastructure, probing ports 6443/10250/1025
Designs, deploys, hardens, and troubleshoots production Kubernetes clusters across architecture, security, workloads, storage, multi-tenancy, service mesh, GitOps, and observability. Use when planning a cluster, auditing CIS/RBAC security, deploying or scaling
Runs KQL queries against Azure Data Explorer clusters to answer data questions, discover schemas, sample tables, and list clusters or databases. Use when the user asks about data in an ADX cluster, provides a cluster URI or database name, wants KQL written or
Coordinates lab team communication, meetings, task assignment, feedback, reporting, and cross-departmental protocols. Use when a lab manager needs to share updates, schedule meetings, assign or track tasks, compile feedback, write reports, plan remote work, or
Cleans, summarizes, analyzes, visualizes, and interprets laboratory data for lab managers, covering statistics, trends, correlations, regression, clustering, QC monitoring, and operational comparisons. Use when the user provides lab data and asks for cleaning,
Records, validates, organizes, analyzes, backs up, and reports laboratory data, and drafts the SOPs, templates, and policies that keep lab records accurate, secure, and compliant. Use when entering test results, reviewing data for errors, sorting or retrieving
Guides lab technicians through equipment troubleshooting, maintenance, calibration, safety, parts, documentation, and knowledge-base work. Use when a technician reports a symptom, error, or fault, asks for maintenance or calibration steps, needs a replacement
Conducts literature reviews for laboratory technicians, covering search strategy, article summarization, methodology comparison, gap identification, synthesis, citation formatting, outlining, topic generation, critical analysis, and theoretical framework devel
Builds and manages lab equipment maintenance schedules, checklists, calibration plans, records, and compliance documents for laboratory technicians. Use when a technician needs inspection checklists, calibration intervals, cleaning or parts plans, maintenance
Analyzes lab quality data, drafts SOPs and calibration guides, troubleshoots quality issues, tracks compliance, and builds training and CAPA documents for laboratory technicians. Use when the user shares QC data, requests calibration steps, needs an SOP or tem
Generates and verifies lab safety compliance checklists across PPE, chemical, emergency, equipment, waste, electrical, ventilation, signage, spill, ergonomics, training, radiation, and security domains. Use when a lab technician needs a checklist, protocol, or
Assists lab technicians with sample data entry, preparation, calibration, quality control, analysis, reporting, troubleshooting, compliance, visualization, and method validation. Use when entering or tracking samples, preparing samples, checking calibration or
Manages lab inventory tracking, reorder planning, expiration and obsolescence handling, storage audits, barcode integration, vendor and equipment records, forecasting, quality and cost analysis, and security training. Use when a lab manager needs stock reports
Handles lab supply sourcing, ordering, vendor management, and compliance tracking, from vendor research and inventory reorder planning to purchase orders, negotiations, budget analysis, and performance reviews. Use when a lab manager needs vendor comparisons,
Automates LabArchives electronic lab notebook operations via the LabArchives API, including authentication, notebook backup, entry and attachment management, site reports, and third-party integrations. Use when the user asks to set up LabArchives API access, r
Reviews product labels and packaging for regulatory compliance, accuracy, and consistency, covering claims, translations, materials, and change management. Use when the user provides label or packaging content, design files, or claims to check against regulati
Provides labor law compliance guidance and drafts compliance documents, training, and employee communications for HR leaders. Use when asked about wage and hour rules, FMLA and benefits, EEO, OSHA safety, worker classification, recordkeeping, privacy, terminat
Monitors labor law changes, reviews and drafts HR policies, builds training and audit materials, and prepares compliance reports. Use when the user needs labor law updates, policy review, employee classification, leave or OSHA guidance, record-keeping, investi
