Search Skills

Optimizes PyTorch inference, Transformers model deployment, and FastAPI serving through device management and memory efficiency best practices.

Provides RAG best practices for LlamaIndex, ChromaDB, and Celery, covering ingestion, retrieval, embeddings, and performance optimization.

Provides configuration module patterns using Pydantic v2 for data validation, JSONSchema generation, and YAML processing in LlamaFarm.

Provides UI/UX design patterns and component systems for LlamaFarm using React 18, TailwindCSS, and Radix UI.

Shares Go best practices for CLI development, emphasizing idiomatic code, error handling, and testing techniques.

Standardizes temporary file creation in system temp directory for reports, logs, and progress tracking without repository clutter.

Generates subsystem-specific checklists and shared language skills for high-quality AI-assisted code generation within monorepo structures.

Automates Git commit, push to GitHub, and PR creation with optional security and pattern quality checks.

Best practices for LlamaFarm's common utilities package, covering HuggingFace Hub integration and GGUF model management.

Provides Electron patterns for desktop app development, including main/renderer processes, IPC, security, and packaging.

Provides shared TypeScript best practices tailored for Designer and Electron subsystems in software development projects.

Provides React 18 patterns for building components, hooks, TanStack Query integration, and testing in LlamaFarm Designer.

Analyzes session history to identify skill improvement opportunities, proactively suggesting refinements based on user feedback and interaction patterns.

Provides shared Python best practices for LlamaFarm, covering coding patterns, async, type hints, testing, and security.

Automates code review of diffs, identifying security issues, anti-patterns, and quality problems while detecting frontend/backend domains.

Manages Kubernetes workloads with progressive delivery techniques including blue-green and canary releases for seamless deployments.

Provides Kubernetes cluster diagnostics including health checks, resource metrics, and environment comparisons for infrastructure analysis.

Diagnoses and resolves Kubernetes cluster issues including pod failures, node health, and container crashes.

Manages GitOps workflows for Kubernetes using Flux and ArgoCD, handling sync status, reconciliation, and application management.

Manages TLS certificates in Kubernetes via cert-manager, including issuer configuration and certificate troubleshooting.

Provides runbook-guided diagnostics and resolution for Kubernetes incidents including pod failures, node issues, and network problems.

Conducts security audits of Kubernetes RBAC, enforces security policies, and manages secrets for secure cluster operations.

Configures Kubernetes autoscaling with HPA, VPA, and KEDA for horizontal, vertical, and event-driven scaling.

Manages Kubernetes cluster lifecycle operations including provisioning, scaling, and upgrades using Cluster API for infrastructure management.