@skills · Owner

Agent skills by personamanagmentlayer

212 skills indexed from github.com/personamanagmentlayer. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• accountant-expert · Skill · 41 stars

  Expert-level accounting, tax, financial reporting, and accounting systems. Use when the user mentions accounting, tax, financial reporting, GAAP, or IFRS,

• aerospace-expert · Skill · 41 stars

  Expert-level aerospace systems, flight management, maintenance tracking, aviation safety, and aerospace software. Use when the user mentions aviation, flig

• ai · Collection · 41 stars
• ai-architect-expert · Skill · 41 stars

  Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure. Use when the user mentions AI architecture, MLOps, system design, AI in

• ai-engineer-expert · Skill · 41 stars

  Expert-level AI implementation, deployment, LLM integration, and production AI systems. Use when the user mentions AI engineering, LLM, deployment, product

• airflow-expert · Skill · 41 stars

  Expert-level Apache Airflow orchestration, DAGs, operators, sensors, XComs, task dependencies, and scheduling. Use when the user mentions orchestration, DA

• ansible-expert · Skill · 41 stars

  Expert-level Ansible for configuration management, automation, and infrastructure as code. Use when the user mentions automation, configuration management,

• api · Collection · 41 stars
• api-design-expert · Skill · 41 stars

  Expert-level API design principles, REST, GraphQL, versioning, and API best practices. Use when the user mentions REST, GraphQL, API versioning, or API sec

• argocd-expert · Skill · 41 stars

  Expert-level ArgoCD GitOps deployment, application management, sync strategies, and production operations. Use when the user mentions GitOps, Kubernetes, c

• audit-expert · Skill · 41 stars

  Expert-level security auditing, compliance, code review, and vulnerability assessment. Use when the user mentions compliance, security review, code review,

• automotive-expert · Skill · 41 stars

  Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software. Use when the user mentions connected car,

• aws-expert · Skill · 41 stars

  Expert-level AWS cloud architecture, services, security, cost optimization, and best practices. Use when the user mentions cloud, infrastructure, devops, o

• azure-expert · Skill · 41 stars

  Expert-level Microsoft Azure cloud platform, services, and architecture. Use when the user mentions cloud, Microsoft platforms, Azure Functions, or Cosmos

• banking-expert · Skill · 41 stars

  Expert-level banking systems, core banking, regulations, and banking technology. Use when the user mentions finance, core banking, regulations, or payments

• biological-expert · Skill · 41 stars

  Expert-level biology, biotechnology, genetics, bioinformatics, and computational biology. Use when the user mentions biology, biotechnology, genetics, bioi

• blockchain-expert · Skill · 41 stars

  Expert-level blockchain, Web3, smart contracts, DeFi, and cryptocurrency development. Use when the user mentions Web3, smart contracts, DeFi, Ethereum, or

• cicd-expert · Skill · 41 stars

  Expert-level CI/CD with GitHub Actions, Jenkins, deployment pipelines, and automation. Use when the user mentions CI/CD, GitHub Actions, Jenkins, GitLab CI

• cloud · Collection · 41 stars
• cloudflare-expert · Skill · 41 stars

  Expert-level Cloudflare Workers, CDN, edge computing, and security services. Use when the user mentions edge computing, CDN, workers, or WAF, or when the t

• code-review-expert · Skill · 41 stars

  Expert-level code review focusing on quality, security, performance, and maintainability. Use this skill for conducting thorough code reviews, identifying

• codeql-expert · Skill · 41 stars

  Expert-level CodeQL for static analysis, vulnerability detection, and security code scanning. Use when the user mentions static analysis, SAST, vulnerabili

• construction-expert · Skill · 41 stars

  Expert-level construction management, project planning, BIM, safety compliance, and construction technology. Use when the user mentions BIM, project manage

• cpp-expert · Skill · 41 stars

  Expert-level C++ development with modern C++20/23, STL, memory management, and performance. Use when the user mentions C++, C++20, C++23, the STL, template

• csharp-expert · Skill · 41 stars

  Expert-level C# development with .NET 8+, ASP.NET Core, LINQ, async/await, and enterprise patterns. Use when the user mentions C#, .NET, ASP.NET, enterpris

• dart-expert · Skill · 41 stars

  Expert-level Dart, Flutter, mobile development, and cross-platform apps. Use when the user mentions Flutter, mobile, cross platform, or widgets, or when th

• data · Collection · 41 stars
• data-mesh-expert · Skill · 41 stars

  Expert-level data mesh architecture, domain-oriented ownership, data products, federated governance, and self-serve platforms. Use when the user mentions a

• data-science-expert · Skill · 41 stars

  Expert-level data science, analytics, visualization, and statistical modeling. Use when the user mentions analytics, visualization, statistics, pandas, or

• databricks-expert · Skill · 41 stars

  Expert-level Databricks platform, Apache Spark, Delta Lake, MLflow, notebooks, and cluster management. Use when the user mentions Apache Spark, Delta Lake,

• dbt-expert · Skill · 41 stars

  Expert-level dbt (data build tool), models, tests, documentation, incremental models, macros, and Jinja templating. Use when the user mentions analytics en

• design · Collection · 41 stars
• design-expert · Skill · 41 stars

  Expert-level system design, architecture patterns, scalability, and distributed systems. Use when the user mentions system design, architecture, scalabilit

• devops · Collection · 41 stars
• devops-expert · Skill · 41 stars

  Expert-level DevOps practices, culture, automation, and continuous delivery. Use when the user mentions CI/CD, automation, infrastructure, or culture, or w

• django-expert · Skill · 41 stars

  Expert-level Django development for robust Python web applications with ORM, admin, and authentication. Use when the user mentions Python, web, ORM, MVC, o

• docker-expert · Skill · 41 stars

  Expert-level Docker containerization, image optimization, and container orchestration. Use this skill for building efficient Docker images, managing contai

• docs · Collection · 41 stars
• domains · Collection · 41 stars
• elasticsearch-expert · Skill · 41 stars

  Expert-level Elasticsearch, search, ELK stack, and full-text search. Use when the user mentions search, ELK, Logstash, Kibana, or full text search.

• elixir-expert · Skill · 41 stars

  Expert-level Elixir, Phoenix, OTP, and concurrent systems. Use when the user mentions Phoenix, OTP, Erlang, concurrent, or functional, or when the task inv

• energy-expert · Skill · 41 stars

  Expert-level energy systems, smart grids, renewable energy, power management, and energy analytics. Use when the user mentions smart grid, renewable, power

• examples · Collection · 41 stars
• fastapi-expert · Skill · 41 stars

  Expert-level FastAPI development for high-performance Python APIs with async support. Use when the user mentions Python, API, async, REST, OpenAPI, or Pyda

• finance-expert · Skill · 41 stars

  Expert-level financial systems, FinTech, banking, payments, and financial technology. Use when the user mentions fintech, banking, payments, trading, or ac

• finops-expert · Skill · 41 stars

  Expert-level cloud financial operations, cost optimization, and cloud economics. Use when the user mentions cloud cost, optimization, cloud economics, or A

• flask-expert · Skill · 41 stars

  Expert-level Flask web development, REST APIs, extensions, and production deployment. Use when the user mentions Python, web framework, REST APIs, or Jinja

• frameworks · Collection · 41 stars
• gcp-expert · Skill · 41 stars

  Expert-level Google Cloud Platform, services, and cloud architecture. Use when the user mentions Google Cloud, Cloud Functions, BigQuery, or Firestore.

• git-expert · Skill · 41 stars

  Expert-level Git version control with advanced workflows, branching strategies, and best practices for team collaboration. Use when the user mentions versi

• go-expert · Skill · 41 stars

  Expert-level Go development with Go 1.22+ features, concurrency, standard library, and production-grade best practices. Use when the user mentions concurre

• grafana-expert · Skill · 41 stars

  Expert-level Grafana dashboards, visualization, data sources, alerting, and production operations. Use when the user mentions dashboards, visualization, mo

• graphql-expert · Skill · 41 stars

  Expert-level GraphQL API development with schema design, resolvers, and subscriptions. Use when the user mentions API, apollo, schema, resolvers, subscript

• grpc-expert · Skill · 41 stars

  Expert-level gRPC, Protocol Buffers, microservices communication, and streaming. Use when the user mentions Protocol Buffers, microservices, RPC, or stream

• helm-expert · Skill · 41 stars

  Expert-level Helm 3 package management, chart development, templating, and production operations. Use when the user mentions Kubernetes, package manager, c

• hospitality-expert · Skill · 41 stars

  Expert-level hotel management, reservation systems, guest services, revenue management, and hospitality technology. Use when the user mentions hotel, reser

• insurance-expert · Skill · 41 stars

  Expert-level insurance systems, underwriting, claims processing, actuarial analysis, risk assessment, and insurtech solutions. Use when the user mentions u

• iot-expert · Skill · 41 stars

  Expert-level IoT systems, embedded devices, edge computing, and IoT protocols. Use when the user mentions embedded, edge computing, MQTT, sensors, or firmw

• istio-expert · Skill · 41 stars

  Expert-level Istio service mesh management, traffic control, security, and observability for Kubernetes. Use when the user mentions service mesh, Kubernete

• java-expert · Skill · 41 stars

  Expert-level Java development with Java 21+ features, Spring Boot, Maven/Gradle, and enterprise best practices. Use when the user mentions JVM, Spring, Mav

• javascript-expert · Skill · 41 stars

  Expert-level JavaScript development with modern ES2024+ features, Node.js, npm ecosystem, and best practices. Use when the user mentions ECMAScript, ES2024

• kafka-expert · Skill · 41 stars

  Expert-level Apache Kafka, event streaming, Kafka Streams, and distributed messaging. Use when the user mentions streaming, messaging, event driven, or Kaf

• kotlin-expert · Skill · 41 stars

  Expert-level Kotlin development, Android, coroutines, and multiplatform. Use when the user mentions Android, coroutines, multiplatform, or JVM, or when the

• kubernetes-expert · Skill · 41 stars

  Expert-level Kubernetes cluster management, deployment strategies, networking, and production operations. Use when the user mentions containers, orchestrat

• languages · Collection · 41 stars
• lawyer-expert · Skill · 41 stars

  Expert-level legal systems, contracts, compliance, and legal technology. Use when the user mentions legal, contracts, compliance, law, or legal tech, or wh

• linkerd-expert · Skill · 41 stars

  Expert-level Linkerd service mesh management, traffic control, reliability, and production operations. Use when the user mentions service mesh, Kubernetes,

• looker-expert · Skill · 41 stars

  Expert-level Looker BI, LookML, explores, dimensions, measures, dashboards, and data modeling. Use when the user mentions LookML, BI, analytics, dashboards

• manufacturing-expert · Skill · 41 stars

  Expert-level manufacturing systems, Industry 4.0, production optimization, quality control, and smart factory solutions. Use when the user mentions Industr

• maritime-expert · Skill · 41 stars

  Expert-level maritime systems, vessel tracking, port operations, cargo management, and maritime logistics. Use when the user mentions shipping, logistics,

• media-expert · Skill · 41 stars

  Expert-level media production, content management, streaming, broadcasting, and media technology systems. Use when the user mentions video, streaming, broa

• microservices-expert · Skill · 41 stars

  Expert-level microservices architecture, patterns, service mesh, and distributed systems. Use when the user mentions distributed systems, service mesh, or

• ml-expert · Skill · 41 stars

  Expert-level machine learning, deep learning, model training, and MLOps. Use when the user mentions machine learning, deep learning, neural networks, MLOps

• mongodb-expert · Skill · 41 stars

  Expert-level MongoDB database design, aggregation pipelines, indexing, replication, and production operations. Use when the user mentions NoSQL, database,

• monitoring-expert · Skill · 41 stars

  Expert-level monitoring and observability with Prometheus, Grafana, logging, and alerting. Use when the user mentions observability, Prometheus, Grafana, l

• nginx-expert · Skill · 41 stars

  Expert-level Nginx configuration, reverse proxy, load balancing, SSL/TLS, caching, and performance tuning. Use when the user mentions web server, reverse p

• nodejs-expert · Skill · 41 stars

  Expert-level Node.js backend development with Express, async patterns, streams, performance optimization, and production best practices. Use when the user

• openapi-expert · Skill · 41 stars

  Expert-level OpenAPI/Swagger specification for API design, documentation, and code generation. Use when the user mentions swagger, API specs, REST, API des

• pcl · Collection · 41 stars
• pcl-expert · Skill · 41 stars

  Expert in Persona Control Language (PCL) - language design, compiler architecture, runtime systems, and ecosystem development. Use when the user mentions p

• performance-expert · Skill · 41 stars

  Expert-level performance optimization, profiling, benchmarking, and tuning. Use when the user mentions optimization, profiling, benchmarking, or scalabilit

• php-expert · Skill · 41 stars

  Expert-level PHP development with PHP 8+, Laravel, Composer, and modern best practices. Use when the user mentions Laravel, Composer, Symfony, PHPUnit, or

• postgresql-expert · Skill · 41 stars

  Expert-level PostgreSQL database administration, advanced queries, performance tuning, and production operations. Use when the user mentions database, SQL,

• powerbi-expert · Skill · 41 stars

  Expert-level Power BI, DAX, M language, data modeling, Power Query, report design, and paginated reports. Use when the user mentions DAX, Power Query, BI,

• professional · Collection · 41 stars
• prometheus-expert · Skill · 41 stars

  Expert-level Prometheus monitoring, metrics collection, PromQL queries, alerting, and production operations. Use when the user mentions monitoring, metrics

• python-expert · Skill · 41 stars

  Expert-level Python programming with PEP 8 standards and modern best practices. Use when writing Python code, debugging Python issues, explaining Python co

• python-expert · Skill · 41 stars

  Expert-level Python development with Python 3.12+ features, async/await, type hints, and modern best practices. Use when the user mentions Python 3, async,

• qa · Collection · 41 stars
• qa-expert · Skill · 41 stars

  Expert-level quality assurance, testing strategies, automation, and QA processes. Use when the user mentions testing, test automation, quality assurance, o

• quantum-expert · Skill · 41 stars

  Expert-level quantum computing, Qiskit, quantum algorithms, and quantum information. Use when the user mentions quantum computing, Qiskit, quantum algorith

• r-expert · Skill · 41 stars

  Expert-level R statistical computing, data analysis, and visualization. Use when the user mentions statistics, data analysis, ggplot2, or the tidyverse, or

• react-expert · Skill · 41 stars

  Expert-level React development with hooks, performance optimization, state management, and modern patterns. Use when the user mentions frontend, hooks, JSX

• real-estate-expert · Skill · 41 stars

  Expert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis. Use when the user mentions property, MLS,

• redis-expert · Skill · 41 stars

  Expert-level Redis for caching, pub/sub, data structures, and high-performance applications. Use when the user mentions cache, pub/sub, in-memory stores, k

• research-expert · Skill · 41 stars

  Expert-level research methodology, academic writing, statistical analysis, and scientific investigation. Use when the user mentions methodology, statistics

• retail-expert · Skill · 41 stars

  Expert-level retail systems, POS, inventory management, e-commerce, customer analytics, and omnichannel retail. Use when the user mentions POS, ecommerce,

• ruby-expert · Skill · 41 stars

  Expert-level Ruby development with Rails, modern features, testing, and best practices. Use when the user mentions Ruby on Rails, RSpec, gem, Sinatra, or m

• rust-expert · Skill · 41 stars

  Expert-level Rust development with ownership, lifetimes, async, error handling, and production-grade patterns. Use when the user mentions systems programmi

• scala-expert · Skill · 41 stars

  Expert-level Scala, functional programming, Akka, and reactive systems. Use when the user mentions functional programming, Akka, Cats, or ZIO, or when the

• scientific · Collection · 41 stars
• security · Collection · 41 stars
• security-expert · Skill · 41 stars

  Expert-level application security, OWASP Top 10, penetration testing, and security best practices. Use when the user mentions OWASP, pentesting, appsec, vu

• skill-creator-expert · Skill · 41 stars

  Expert system for designing, creating, and validating PCL skills with comprehensive domain knowledge extraction. Use when the user mentions skill creation,

• skills · Collection · 41 stars
• snowflake-expert · Skill · 41 stars

  Expert-level Snowflake data warehouse platform, virtual warehouses, data sharing, streams, tasks, and SQL optimization. Use when the user mentions data war

• spring-boot-expert · Skill · 41 stars

  Expert-level Spring Boot, Spring Framework, REST APIs, and microservices development. Use when the user mentions Java, Spring framework, REST APIs, or micr

• sql-expert · Skill · 41 stars

  Expert-level SQL database design, querying, optimization, and administration across PostgreSQL, MySQL, and SQL Server. Use when the user mentions database,

• sre-expert · Skill · 41 stars

  Expert-level site reliability engineering, SLOs, incident management, and operational excellence. Use when the user mentions reliability, monitoring, incid

• standards-expert · Skill · 41 stars

  Expert-level ISO standards, quality management, compliance, and certification. Use when the user mentions ISO standards, quality management, compliance, or

• stdlib · Collection · 41 stars
• swift-expert · Skill · 41 stars

  Expert-level Swift development for iOS, macOS with SwiftUI, Combine, and modern Swift 5.9+. Use when the user mentions iOS, macOS, SwiftUI, Combine, async

• tableau-expert · Skill · 41 stars

  Expert-level Tableau Desktop/Server, calculated fields, LOD expressions, dashboards, data blending, and performance optimization. Use when the user mention

• telecommunications-expert · Skill · 41 stars

  Expert-level telecommunications systems, network management, billing, 5G, SDN, and telecom infrastructure. Use when the user mentions telecom, networking,

• terraform-expert · Skill · 41 stars

  Expert-level Terraform infrastructure as code, modules, state management, and production best practices. Use when the user mentions infrastructure as code,

• testing-expert · Skill · 41 stars

  Expert-level software testing with unit tests, integration tests, E2E tests, TDD/BDD, and testing best practices. Use when the user mentions TDD, BDD, unit

• tools · Collection · 41 stars
• trading-expert · Skill · 41 stars

  Expert-level algorithmic trading, market systems, quantitative analysis, and trading platforms. Use when the user mentions algorithmic trading, quant, mark

• typescript-expert · Skill · 41 stars

  Expert-level TypeScript development with modern tooling, advanced types, and best practices. Use this skill for TypeScript projects requiring type-safe cod

• 5g-expert · Skill

  Design and deploy production-ready 5G network solutions including network slicing, edge computing, and ultra-low latency applications. Use when the user me

• accessibility-expert · Skill

  Build interfaces usable by everyone: WCAG 2.2 conformance, semantic HTML, ARIA, keyboard navigation, screen readers and accessible forms. Use when the user

• agent-engineering-expert · Skill

  Build LLM agents that use tools safely: tool design, the agent loop, memory, MCP servers, multi-agent orchestration, sandboxing and prompt-injection defenc

• agtech-expert · Skill

  Expert in agricultural technology, precision agriculture, crop monitoring, livestock tracking, farm analytics, and sustainable farming practices. Use when

• analytical-databases-expert · Skill

  Design and query columnar analytical stores: DuckDB, ClickHouse and cloud warehouses, including file formats, partitioning, sort keys and cost control. Use

• android-expert · Skill

  Expert in Android development with Jetpack Compose, Material Design, ViewModel, and modern Android architecture. Use when the user mentions mobile, Kotlin,

• angular-expert · Skill

  Expert knowledge in Angular framework, RxJS reactive programming, TypeScript, dependency injection, and enterprise application development. Use when the us

• biotech-expert · Skill

  Expert in biotechnology systems, genomics, LIMS, bioinformatics pipelines, lab automation, and bioprocess management. Use when the user mentions genomics,

• browser-automation-expert · Skill

  Drive a real browser to navigate, extract data and complete flows on sites without an API: scraping, crawling, authentication, dynamic content and anti-bot

• business-intelligence-expert · Skill

  Build comprehensive business intelligence solutions including data warehouses, ETL pipelines, interactive dashboards, and analytical reporting systems. Use

• chaos-engineering-expert · Skill

  Expert in chaos engineering principles, failure injection, resilience testing, Chaos Monkey, Gremlin, and building fault-tolerant systems. Use when the use

• cleantech-expert · Skill

  Expert in clean technology, renewable energy systems, carbon tracking, ESG reporting, sustainability analytics, and energy optimization. Use when the user

• clojure-expert · Skill

  Expert knowledge in Clojure/ClojureScript, immutability, REPL-driven development, core.async, and functional programming on the JVM. Use when the user ment

• code-review-workflow · Skill

  Review a change in a fixed order — context, correctness, security, then style — and write feedback that is actionable and ranked by severity. Use when the

• cryptography-expert · Skill

  Expert in cryptographic algorithms, PKI, TLS/SSL, encryption standards, key management, and secure communication protocols. Use when the user mentions encr

• customer-support-expert · Skill

  Build comprehensive customer support systems including ticketing, knowledge management, SLA tracking, and customer satisfaction analytics. Use when the use

• cybersecurity-expert · Skill

  Build comprehensive cybersecurity solutions including threat detection, incident response, vulnerability management, and security compliance monitoring. Us

• cypress-expert · Skill

  Expert in Cypress testing framework, custom commands, fixtures, plugins, visual testing, and component testing. Use when the user mentions testing, end-to-

• debugging-workflow · Skill

  Find the cause of a defect by hypothesis and bisection rather than by guessing, then fix it behind a regression test. Use when the user reports a bug, a cr

• discord-expert · Skill

  Expert in Discord bot development using discord.js and discord.py, slash commands, embeds, voice channels, moderation, and bot deployment. Use when the use

• document-processing-expert · Skill

  Read, generate and modify office documents and PDFs from code: PDF extraction and forms, Word documents, Excel workbooks and PowerPoint decks. Use when the

• dynamics365-expert · Skill

  Expert in Dynamics 365 platform, model-driven apps, canvas apps, Power Automate flows, Dataverse, plugins, and custom workflows. Use when the user mentions

• e-learning-expert · Skill

  Build comprehensive e-learning solutions including course management, student engagement, assessment systems, and learning analytics. Use when the user men

• edge-computing-expert · Skill

  Design and implement production-grade edge computing solutions including CDN optimization, fog computing architectures, and distributed edge workloads. Use

• edtech-expert · Skill

  Expert in education technology, adaptive learning, student analytics, virtual classrooms, assessment tools, and learning management systems. Use when the u

• education-expert · Skill

  Expert-level education technology, learning management systems, and ed-tech platforms. Use when the user mentions edtech, lms, e learning, or assessment, o

• electron-expert · Skill

  Expert in Electron framework, desktop app development, IPC, and cross-platform packaging. Use when the user mentions desktop, Node.js, cross platform, Wind

• farming-expert · Skill

  Expert-level precision agriculture, farm management systems, crop monitoring, and agtech. Use when the user mentions agriculture, precision agriculture, ag

• fintech-expert · Skill

  Expert in financial technology, payment processing, open banking APIs, PSD2, blockchain in finance, robo-advisors, and RegTech. Use when the user mentions

• flutter-expert · Skill

  Expert in Flutter SDK, Dart, widgets, state management, and cross-platform mobile development. Use when the user mentions mobile, Dart, cross platform, UI,

• gaming-expert · Skill

  Build comprehensive game systems including gameplay mechanics, multiplayer infrastructure, analytics tracking, and monetization features. Use when the user

• gdpr-expert · Skill

  Expert in GDPR compliance, data protection, privacy by design, consent management, DPO responsibilities, and EU data regulations. Use when the user mention

• haskell-expert · Skill

  Expert knowledge in Haskell functional programming, advanced type system, monads, lazy evaluation, and purely functional design. Use when the user mentions

• healthcare-expert · Skill

  Expert-level healthcare systems, medical informatics, HIPAA compliance, and health data standards. Use when the user mentions medical, HIPAA, HL7, FHIR, or

• healthtech-expert · Skill

  Expert in health technology, telemedicine, wearables, health data analytics, patient monitoring, and digital therapeutics. Use when the user mentions telem

• hr-tech-expert · Skill

  Build comprehensive HR technology solutions including HRIS implementation, recruitment automation, performance management, and employee analytics. Use when

• identity-access-expert · Skill

  Design authentication and authorisation: OAuth 2.1 and OpenID Connect, session and token handling, RBAC and ABAC, and multi-tenant access control. Use when

• incident-response-expert · Skill

  Expert in security incident response, NIST framework, digital forensics, containment strategies, and recovery procedures. Use when the user mentions forens

• ios-expert · Skill

  Expert in iOS development with SwiftUI, UIKit, Combine, and Apple ecosystem integration. Use when the user mentions mobile, Swift, SwiftUI, UIKit, Apple pl

• jest-expert · Skill

  Expert in Jest unit testing framework, mocks, snapshots, coverage reports, watch mode, and custom matchers. Use when the user mentions testing, unit testin

• julia-expert · Skill

  Expert knowledge in Julia scientific computing, multiple dispatch, performance optimization, and numerical analysis. Use when the user mentions scientific

• legaltech-expert · Skill

  Expert in legal technology: contract lifecycle management, e-discovery, AI-assisted legal research, case and matter management, document automation, and co

• llm-engineering-expert · Skill

  Build reliable applications on large language models: prompt design, structured output, evaluation, guardrails, and cost and latency control. Use when the

• load-testing-expert · Skill

  Expert in performance and load testing using JMeter, k6, Gatling, load patterns, metrics analysis, and performance optimization. Use when the user mentions

• logistics-expert · Skill

  Expert-level supply chain management, logistics optimization, warehouse systems, and fleet management. Use when the user mentions supply chain, warehouse,

• marketing-expert · Skill

  Build comprehensive marketing technology solutions including automation workflows, campaign management, analytics tracking, and multi-channel orchestration

• metaverse-expert · Skill

  Create production-ready metaverse experiences including VR/AR applications, virtual worlds, social platforms, and blockchain-integrated digital assets. Use

• microsoft365-expert · Skill

  Expert in Microsoft 365 ecosystem, Power Platform, SharePoint Online, Microsoft Teams, Graph API, and Microsoft 365 administration. Use when the user menti

• mysql-expert · Skill

  MySQL and MariaDB administration and development: InnoDB internals, indexing, query tuning, replication, and online schema change. Use when the user mentio

• nextjs-expert · Skill

  Expert knowledge in Next.js framework, Server-Side Rendering, Static Site Generation, App Router, Server Components, and full-stack React applications. Use

• nim-expert · Skill

  Expert knowledge in Nim language, metaprogramming, async/await, Python/C interoperability, and macro systems. Use when the user mentions metaprogramming, a

• oracle-expert · Skill

  Expert in Oracle Database, PL/SQL programming, Oracle RAC, Data Guard, performance tuning, backup/recovery, and enterprise database administration. Use whe

• penetration-testing-expert · Skill

  Expert in ethical hacking, penetration testing, OWASP Top 10, vulnerability assessment, exploitation techniques, and security reporting. Use when the user

• pharmaceutical-expert · Skill

  Expert in pharmaceutical development, clinical trials, FDA compliance, GxP standards, pharmacovigilance, and regulatory submissions. Use when the user ment

• playwright-expert · Skill

  Expert in Playwright E2E testing framework, auto-waiting mechanisms, test generation, trace viewer, and CI/CD integration. Use when the user mentions testi

• proptech-expert · Skill

  Expert in property technology, smart buildings, IoT for real estate, property management platforms, virtual tours, and tenant portals. Use when the user me

• quality-management-expert · Skill

  Build comprehensive quality management solutions including QMS implementation, audit tracking, nonconformance management, and continuous improvement progra

• quantum-algorithms-expert · Skill

  Develop production-ready quantum algorithms for optimization, simulation, and machine learning on near-term quantum devices. Use when the user mentions qua

• rag-expert · Skill

  Design retrieval-augmented generation systems: chunking, embeddings, vector and hybrid search, reranking, grounding and evaluation. Use when the user menti

• react-native-expert · Skill

  Expert in React Native, cross-platform mobile development, native modules, and performance optimization. Use when the user mentions mobile, JavaScript, Typ

• refactoring-workflow · Skill

  Improve the structure of existing code without changing its behaviour, in small verified steps under a green test suite. Use when the user asks to refactor

• regtech-expert · Skill

  Expert in regulatory technology, compliance automation, KYC/AML, transaction monitoring, risk assessment, and automated reporting. Use when the user mentio

• remix-expert · Skill

  Expert knowledge in Remix framework, nested routing, loaders, actions, progressive enhancement, and building resilient full-stack web applications. Use whe

• robotics-expert · Skill

  Develop production-ready robotic systems with autonomous navigation, sensor fusion, and intelligent control for real-world applications. Use when the user

• sales-expert · Skill

  Build comprehensive sales technology solutions including CRM implementation, pipeline management, sales forecasting, and performance analytics. Use when th

• salesforce-expert · Skill

  Expert in Salesforce platform development, Apex programming, Lightning Web Components, SOQL/SOSL queries, Salesforce APIs, and AppExchange solutions. Use w

• sap-expert · Skill

  Expert in SAP ERP systems, ABAP programming, SAP HANA, S/4HANA, Fiori applications, and SAP integration patterns including OData, RFC, and IDoc. Use when t

• secrets-management-expert · Skill

  Store, distribute, rotate and revoke credentials without ever placing them in source: vaults, cloud secret managers, KMS envelope encryption and dynamic cr

• selenium-expert · Skill

  Expert in Selenium WebDriver, Selenium Grid, page object model, waits, cross-browser testing, and test automation frameworks. Use when the user mentions te

• serverless-expert · Skill

  Design and implement production-grade serverless applications with optimal performance, cost efficiency, and scalability. Use when the user mentions server

• servicenow-expert · Skill

  Expert in ServiceNow platform development, scripting, workflows, Service Portal, CMDB, ITSM modules, and integrations. Use when the user mentions ITSM, ITO

• sharepoint-expert · Skill

  Expert in SharePoint Server and SharePoint Online, site collections, lists and libraries, workflows, SharePoint Framework (SPFx), and PnP patterns. Use whe

• skill-router · Skill

  Find the right skill in the PCL standard library and compose several when a task spans domains. Use when the user asks which skill applies, cannot find a c

• slack-expert · Skill

  Expert in Slack bot development, Block Kit UI, Events API, slash commands, OAuth flows, and app distribution. Use when the user mentions communication, col

• soc2-expert · Skill

  Expert in SOC 2 compliance, trust service criteria, audit preparation, controls implementation, and security frameworks. Use when the user mentions complia

• social-media-expert · Skill

  Build comprehensive social media solutions including content management, engagement tracking, influencer campaigns, and social analytics. Use when the user

• stockbreeder-expert · Skill

  Expert-level livestock management, animal health monitoring, breeding programs, and ranch management. Use when the user mentions livestock, animal husbandr

• stream-processing-expert · Skill

  Build continuous data pipelines over event streams: windowing, watermarks, exactly-once semantics, stateful processing and change data capture. Use when th

• supply-chain-expert · Skill

  Build comprehensive supply chain solutions including demand planning, inventory management, supplier coordination, and logistics optimization. Use when the

• supply-chain-security-expert · Skill

  Secure the path from dependency to deployed artefact: SBOMs, dependency scanning, build provenance, artefact signing and CI/CD integrity. Use when the user

• svelte-expert · Skill

  Expert knowledge in Svelte framework, SvelteKit, reactivity system, compiled approach, and building performant web applications. Use when the user mentions

• tauri-expert · Skill

  Expert in Tauri framework, Rust backend, web frontend integration, and lightweight desktop applications. Use when the user mentions desktop, Rust, web, cro

• tdd-workflow · Skill

  Drive implementation through a test-first loop: write a failing test, make it pass with the simplest change, then refactor under a green suite. Use when th

• teams-expert · Skill

  Expert in Microsoft Teams bot development, tabs, messaging extensions, adaptive cards, Graph API integration, and Teams app deployment. Use when the user m

• video-streaming-expert · Skill

  Expert in video streaming technologies, HLS, DASH, adaptive bitrate streaming, CDN delivery, DRM protection, and video encoding/transcoding. Use when the u

• vue-expert · Skill

  Expert knowledge in Vue.js 3, Composition API, Pinia state management, and Nuxt.js for building modern reactive web applications. Use when the user mention

• web3-expert · Skill

  Build production-ready Web3 applications including smart contracts, dApps, DeFi protocols, and decentralized storage solutions. Use when the user mentions

• webassembly-expert · Skill

  Create production-ready WebAssembly modules for web and server environments with optimal performance and seamless JavaScript integration. Use when the user

• webrtc-expert · Skill

  Expert in WebRTC real-time communication, signaling protocols, ICE/STUN/TURN servers, peer connections, media streams, and building video/audio application

• workday-expert · Skill

  Expert in Workday HCM platform, integrations, custom reports, business processes, calculated fields, and Workday Studio development. Use when the user ment

• workflows · Collection
• zero-trust-expert · Skill

  Expert in zero-trust security architecture, identity verification, micro-segmentation, continuous authentication, and least-privilege access. Use when the

• zig-expert · Skill

  Expert knowledge in Zig systems programming, comptime metaprogramming, manual memory management, and C interoperability. Use when the user mentions systems

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