gitops
Master GitOps practices, CI/CD integration, Helm charts, Kustomize, and ArgoCD. Learn modern deployment patterns and infrastructure as code.
troubleshooting
Kubernetes debugging, problem diagnosis, and issue resolution
multi-cluster
Multi-cluster Kubernetes management, federation, and hybrid deployments
cost-optimization
Kubernetes cost management, resource optimization, and FinOps practices
helm
Helm package management, chart development, and release management
storage-networking
Master Kubernetes storage management and networking architecture. Learn persistent storage, network policies, service discovery, and ingress routing.
docker-containers
Master Docker containerization, image building, optimization, and container registry management. Learn containerization best practices and image security.
deployments
Master Kubernetes Deployments, StatefulSets, DaemonSets, and workload orchestration. Learn deployment patterns and container orchestration strategies.
mlops-basics
Master MLOps fundamentals - lifecycle, principles, tools, practices, and organizational adoption
ml-monitoring
Production-grade ML model monitoring, drift detection, and observability
feature-stores
Master feature stores - Feast, data validation, versioning, online/offline serving
experiment-tracking
Master ML experiment tracking - MLflow, W&B, Neptune, versioning, reproducibility
model-serving
Master model serving - inference optimization, scaling, deployment, edge serving
training-pipelines
Master training pipelines - orchestration, distributed training, hyperparameter tuning
ml-infrastructure
Production-grade ML infrastructure with Kubernetes, auto-scaling, and cost optimization
mongodb-indexing-optimization
Master MongoDB indexing and query optimization. Learn index types, explain plans, performance tuning, and query analysis. Use when optimizing slow queries, analyzing performance, or designing indexes.
mongodb-app-development
Master MongoDB integration in applications with Node.js, Python, and Java drivers. Learn connections, transactions, error handling, and best practices. Use when building applications with MongoDB.
mongodb-index-creation
Master MongoDB index creation and types. Learn single-field, compound, unique, text, geospatial, and TTL indexes. Optimize query performance dramatically with proper indexing.
mongodb-crud-operations
Master MongoDB CRUD operations, document insertion, querying, updating, and deletion. Learn BSON format, ObjectId, data types, and basic operations. Use when working with documents, collections, and fundamental MongoDB operations.
mongodb-find-queries
Master MongoDB find queries with filters, projections, sorting, and pagination. Learn query operators, comparison, logical operators, and real-world query patterns. Use when retrieving data from MongoDB collections.
mongodb-authentication
Master MongoDB authentication methods including SCRAM, X.509 certificates, LDAP, and Kerberos. Learn user creation, role assignment, and securing MongoDB deployments.
mongodb-aggregation-pipeline
Master MongoDB aggregation pipeline for complex data transformations. Learn pipeline stages, grouping, filtering, and data transformation. Use when analyzing data, creating reports, or transforming documents.
mongodb-security-admin
Master MongoDB security, authentication, authorization, encryption, and backup. Learn role-based access control, TLS/SSL, encryption, and disaster recovery. Use when securing deployments, managing users, or implementing compliance.
mongodb-atlas-setup
Master MongoDB Atlas cloud setup, cluster configuration, security, networking, backups, and monitoring. Get production-ready cloud database in minutes. Use when setting up cloud MongoDB, configuring clusters, or managing Atlas.
mongodb-replication-sharding
Master MongoDB replication, replica sets, and sharding for distributed deployments. Learn failover, shard keys, and cluster management. Use when setting up high availability or scaling horizontally.
mongodb-schema-design
Master MongoDB schema design and data modeling patterns. Learn embedding vs referencing, relationships, normalization, and schema evolution. Use when designing databases, normalizing data, or optimizing queries.
mongodb-transactions
Master MongoDB ACID transactions for multi-document operations. Learn session management, transaction mechanics, error handling, and production patterns. Guarantee data consistency across multiple operations.
technical-leadership
Provide technical leadership guidance for reviews, mentoring, and decisions
data-architecture
Design data architectures with modeling, pipelines, and governance
architecture-documentation
Create and maintain architecture documentation using standard formats
cloud-architecture
Design cloud-native architectures with service selection and cost optimization
enterprise-patterns
Apply enterprise architecture patterns for integration and governance
security-architecture
Design security architectures with threat modeling and zero trust
architecture-decisions
Make and document architecture decisions using structured frameworks
code-examples
Production-grade skill for generating clear, well-documented code examples, implementation patterns, configuration files, and integration samples with multi-language support.
api-documentation
Production-grade skill for API documentation creation including OpenAPI/Swagger specifications, REST endpoint documentation, authentication flows, and error handling guides.
user-guides
Production-grade skill for creating comprehensive user guides, tutorials, step-by-step instructions, troubleshooting guides, and FAQ sections with quality metrics and validation.
vue-composition-api
Master Vue Composition API - Composables, Reactivity Utilities, Script Setup, Provide/Inject
vue-router
Master Vue Router - Navigation, Guards, Lazy Loading, Meta Fields, History Modes
vue-fundamentals
Master Vue.js core concepts - Components, Reactivity, Templates, Directives, Lifecycle
vue-nuxt
Master Nuxt.js - SSR, SSG, Nitro Server, Modules, Auto-imports, Deployment
vue-testing
Master Vue Testing - Vitest, Vue Test Utils, Component Testing, E2E with Playwright
vue-typescript
Master Vue TypeScript - Type-safe Components, Generics, Type Inference, Advanced Patterns
vue-pinia
Master Pinia State Management - Stores, Actions, Getters, Plugins, Persistence
ai-comm
Cross-AI CLI communication for Kitty terminal. Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
shelby-blockchain
Interact with Shelby decentralized storage on Aptos blockchain. Use when uploading files, downloading blobs, checking APT/ShelbyUSD balances, listing transactions, or building Shelby-based applications. Covers blob storage, fungible assets, and WebDAV integration.
lintmesh
Run multiple linters (eslint, oxlint, tsc, biome) in parallel with unified JSON output. Use when linting code, checking for errors before commits, or debugging lint failures. Triggers on "lint", "check code", "run linters", or after editing JS/TS files.
comprehensive-research
Multi-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command. Use when conducting deep analysis, exploring codebases, investigating patterns, or synthesizing findings from multiple sources.
text-cleanup
Comprehensive patterns and techniques for removing AI-generated verbosity and slop
prompt-refinement
Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/specify commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.
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