vanman2024

by vanman2024

Setup Tailwind CSS and shadcn/ui component library for Next.js projects. Use when configuring Tailwind CSS, installing shadcn/ui, setting up design...

by vanman2024

Implement and validate FastAPI authentication strategies including JWT tokens, OAuth2 password flows, OAuth2 scopes for permissions, and Supabase i...

by vanman2024

Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates. Use when creating new agents, co...

by vanman2024

Astro best practices, routing patterns, component architecture, and static site generation techniques. Use when building Astro websites, setting up...

by vanman2024

Agent-to-Agent (A2A) executor implementation patterns for task handling, execution management, and agent coordination. Use when building A2A execut...

by vanman2024

Integration patterns for combining Agent-to-Agent (A2A) Protocol with Model Context Protocol (MCP) for hybrid agent communication. Use when buildin...

by vanman2024

Agent-to-Agent (A2A) protocol implementation patterns for Google ADK - exposing agents via A2A, consuming external agents, multi-agent communicatio...

by vanman2024

SDK installation and setup patterns for Agent-to-Agent Protocol across Python, TypeScript, Java, C#, and Go. Use when implementing A2A protocol, se...

by vanman2024

Agent-to-Agent (A2A) server configuration patterns for HTTP, STDIO, SSE, and WebSocket transports. Use when building A2A servers, configuring MCP t...

by vanman2024

A2A agent card JSON templates with schema validation and examples for different agent types. Use when creating agent cards, implementing A2A protoc...

by vanman2024

AI agent workflow patterns including ReAct agents, multi-agent systems, loop control, tool orchestration, and autonomous agent architectures. Use w...

by vanman2024

Embedding/vector caching for AI cost optimization

by vanman2024

AI-powered content and image generation using content-image-generation MCP with Google Imagen 3/4, Veo 2/3, Claude Sonnet, and Gemini 2.0. Use when...

by vanman2024

Backend API authentication patterns with Clerk JWT middleware and route protection. Use when building REST APIs, GraphQL APIs, protecting backend r...

by vanman2024

Resend API integration patterns, authentication, error handling, and rate limiting. Use when implementing API clients, handling authentication, man...

by vanman2024

Async SQLAlchemy 2.0+ database patterns for FastAPI including session management, connection pooling, Alembic migrations, relationship loading stra...

by vanman2024

Pre-built and custom Clerk authentication component templates with theming and customization patterns. Use when building authentication UI, creatin...

by vanman2024

Configure Supabase authentication providers (OAuth, JWT, email). Use when setting up authentication, configuring OAuth providers (Google/GitHub/Dis...

by vanman2024

Periodic task scheduling patterns with Celery Beat (crontab, interval, solar). Use when configuring periodic tasks, setting up task schedules, impl...

by vanman2024

Clerk Billing and Stripe subscription management setup. Use when implementing subscriptions, configuring pricing plans, setting up billing, adding ...

by vanman2024

Message broker setup patterns (Redis, RabbitMQ, SQS) for Celery including connection strings, SSL configuration, high availability, and production ...

by vanman2024

Caching patterns, TTL management, eviction policies for Redis implementations. Use when implementing cache-aside, write-through, write-back pattern...

by vanman2024

Celery configuration templates for all frameworks (Django, Flask, FastAPI, standalone). Use when configuring Celery, setting up task queues, creati...

by vanman2024

Next.js checkout UI components with Stripe Elements and payment forms. Use when creating checkout pages, payment forms, subscription UIs, customer ...

by vanman2024

Document chunking implementations and benchmarking tools for RAG pipelines including fixed-size, semantic, recursive, and sentence-based strategies...

by vanman2024

React, MDX, and Tailwind CSS integration patterns for Astro websites. Use when adding React components, configuring MDX content, setting up Tailwin...

by vanman2024

Redis connection pooling, client configuration, and reconnection strategies. Use when setting up Redis clients, managing connection pools, handling...

by vanman2024

Astro content collections setup, type-safe schemas, query patterns, and frontmatter validation. Use when building Astro sites, setting up content c...

by vanman2024

Conversion rate optimization (CRO) patterns for Next.js applications including CTA design, landing page layouts, trust signals, form optimization, ...

by vanman2024

Cost estimation scripts and tools for calculating GPU hours, training costs, and inference pricing across Modal, Lambda Labs, and RunPod platforms....

by vanman2024

Vercel deployment configuration and optimization for Next.js applications including vercel.json setup, environment variables, build optimization, e...

by vanman2024

Docker, K8s, systemd configurations

by vanman2024

Curated collection of top-tier website designs organized by category, style, and pattern. Includes SaaS, marketing, e-commerce, and portfolio sites...

by vanman2024

Mandatory design system guidelines for shadcn/ui with Tailwind v4. Enforces 4 font sizes, 2 weights, 8pt grid spacing, 60/30/10 color rule, OKLCH c...

by vanman2024

Multi-format document parsing tools for PDF, DOCX, HTML, and Markdown with support for LlamaParse, Unstructured.io, PyPDF2, PDFPlumber, and python-...

by vanman2024

End-to-end testing scenarios for Supabase - complete workflow tests from project creation to AI features, validation scripts, and comprehensive tes...

by vanman2024

Email delivery patterns including single, batch, scheduled emails and attachment handling. Use when building transactional email systems, batch com...

by vanman2024

Embedding model configurations and cost calculators

by vanman2024

Provides three production-ready ML training examples (sentiment classification, text generation, RedAI trade classifier) with complete training scr...

by vanman2024

REST API design and implementation patterns for FastAPI endpoints including CRUD operations, pagination, filtering, error handling, and request/res...

by vanman2024

Configure multi-platform deployment for FastAPI applications including Docker containerization, Railway, DigitalOcean App Platform, and AWS deploym...

by vanman2024

Production-ready FastAPI project scaffolding templates including directory structure, configuration files, settings management, dependency injectio...

by vanman2024

Examples and patterns for integrating FastMCP Cloud servers with Claude Agent SDK using HTTP transport

by vanman2024

FastAPI/Next.js/Express integration patterns

by vanman2024

Generative UI implementation patterns for AI SDK RSC including server-side streaming components, dynamic UI generation, and client-server coordinat...

by vanman2024

Google Cloud Platform configuration templates for BigQuery ML and Vertex AI training with authentication setup, GPU/TPU configs, and cost estimatio...

by vanman2024

Google File Search API templates, configuration patterns, and usage examples for managed RAG with Gemini. Use when building File Search integration...

by vanman2024

Integration templates for FastAPI endpoints, Next.js UI components, and Supabase schemas for ML model deployment. Use when deploying ML models, cre...

by vanman2024

LangChain implementation patterns with templates, scripts, and examples for RAG pipelines

by vanman2024

LlamaIndex implementation patterns with templates, scripts, and examples for building RAG applications. Use when implementing LlamaIndex, building ...

by vanman2024

Memory layer integration patterns for FastAPI with Mem0 including client setup, memory service patterns, user tracking, conversation persistence, a...

by vanman2024

Best practices for memory architecture design including user vs agent vs session memory patterns, vector vs graph memory tradeoffs, retention strat...

by vanman2024

Performance optimization patterns for Mem0 memory operations including query optimization, caching strategies, embedding efficiency, database tunin...

by vanman2024

Route protection and authorization patterns for Clerk middleware. Use when implementing route guards, protecting API routes, configuring middleware...

by vanman2024

Model routing configuration templates and strategies for cost optimization, speed optimization, quality optimization, and intelligent fallback chai...

by vanman2024

Training monitoring dashboard setup with TensorBoard and Weights & Biases (WandB) including real-time metrics tracking, experiment comparison, hype...

by vanman2024

Flower monitoring setup and configuration for Celery including real-time monitoring, authentication, custom dashboards, and Prometheus metrics inte...

by vanman2024

Metrics, health checks, alerting

by vanman2024

Complete Next.js integration patterns for Clerk authentication with App Router and Pages Router. Use when setting up Clerk in Next.js, configuring ...

by vanman2024

Configure OAuth authentication providers for Clerk (Google, GitHub, Discord, Apple, Microsoft, Facebook, LinkedIn, Twitter, and 11+ more). Use when...

by vanman2024

Comprehensive observability setup patterns for Google ADK agents including logging configuration, Cloud Trace integration, BigQuery Agent Analytics...

by vanman2024

Configuration validation and testing utilities for OpenRouter API. Use when validating API keys, testing model availability, checking routing confi...

by vanman2024

Implement Clerk multi-tenant organization features with RBAC, role-based access control, organization switching, member management, and tenant isol...

by vanman2024

Configure pgvector extension for vector search in Supabase - includes embedding storage, HNSW/IVFFlat indexes, hybrid search setup, and AI-optimize...

by vanman2024

Production deployment patterns for ElevenLabs API including rate limiting, error handling, monitoring, and testing. Use when deploying to productio...

by vanman2024

Validate and debug Vercel AI SDK provider configurations including API keys, environment setup, model compatibility, and rate limiting. Use when en...

by vanman2024

OpenRouter framework integration templates for Vercel AI SDK, LangChain, and OpenAI SDK. Use when integrating OpenRouter with frameworks, setting u...

by vanman2024

Redis pub/sub messaging patterns and implementations. Use when implementing real-time messaging, event-driven architectures, notification systems, ...

by vanman2024

RAG (Retrieval Augmented Generation) implementation patterns including document chunking, embedding generation, vector database integration, semant...

by vanman2024

Redis-based rate limiting implementations with token bucket, leaky bucket, and sliding window algorithms. Use when implementing API rate limiting, ...

by vanman2024

React Email component patterns for building responsive email templates using JSX, component composition, and preview servers. Use when creating reu...

by vanman2024

Result backend configuration patterns for Celery including Redis, Database, and RPC backends with serialization, expiration policies, and performan...

by vanman2024

Search and retrieval strategies including semantic, hybrid, and reranking for RAG systems. Use when implementing retrieval mechanisms, optimizing s...

by vanman2024

Row Level Security policy templates for Supabase - multi-tenant patterns, user isolation, role-based access, and secure-by-default configurations. ...

by vanman2024

RLS policy testing patterns for Supabase - automated test cases for Row Level Security enforcement, user isolation verification, multi-tenant secur...

by vanman2024

Task routing and queue management patterns for Celery including priority queues, topic exchanges, worker-specific routing, and advanced queue confi...

by vanman2024

Production-ready database schema patterns for AI applications including chat/conversation schemas, RAG document storage with pgvector, multi-tenant...

by vanman2024

Database schema validation tools - SQL syntax checking, constraint validation, naming convention enforcement, and schema integrity verification. Us...

by vanman2024

Validates Claude Agent SDK configuration files, environment setup, dependencies, and project structure

by vanman2024

High availability templates and configs

by vanman2024

2025 SEO best practices for Next.js including Core Web Vitals (INP replaces FID), E-E-A-T signals, Schema markup, AI content guidelines, and techni...

by vanman2024

Session store implementations across frameworks

by vanman2024

Configure ADK bidi-streaming for real-time multimodal interactions. Use when building live voice/video agents, implementing real-time streaming, co...

by vanman2024

Stripe integration templates with reusable code for Checkout, Payment Intents, and Subscriptions. Use when implementing Stripe payments, building c...

by vanman2024

ElevenLabs Speech-to-Text transcription workflows with Scribe v1 supporting 99 languages, speaker diarization, and Vercel AI SDK integration. Use w...

by vanman2024

Production-ready Supabase database schemas for customers, subscriptions, payments, invoices, and webhook events with comprehensive Row Level Securi...

by vanman2024

Clerk and Supabase integration patterns for user sync, JWT authentication, and RLS policies. Use when integrating Clerk authentication with Supabas...

by vanman2024

Supabase CMS integration patterns, schema design, RLS policies, and content management for Astro websites. Use when building CMS systems, setting u...

by vanman2024

Complete Supabase setup for Mem0 OSS including PostgreSQL schema with pgvector for embeddings, memory_relationships tables for graph memory, RLS po...

by vanman2024

Production-ready Celery task templates with error handling, retries, rate limiting, time limits, and custom task classes. Use when creating Celery ...

by vanman2024

Testing patterns for Vercel AI SDK including mock providers, streaming tests, tool calling tests, snapshot testing, and test coverage strategies. U...

by vanman2024

Comprehensive testing and validation tools for Clerk authentication integrations. Includes E2E auth flow testing, security audits, configuration va...

by vanman2024

Templates and patterns for common ML training scenarios including text classification, text generation, fine-tuning, and PEFT/LoRA. Provides ready-...

by vanman2024

Data validation and pipeline testing utilities for ML training projects. Validates datasets, model checkpoints, training pipelines, and dependencie...

by vanman2024

Vector database configuration and setup for pgvector, Chroma, Pinecone, Weaviate, Qdrant, and FAISS with comparison guide and migration helpers

by vanman2024

Voice cloning workflows, voice library management, audio format conversion, and voice settings. Use when cloning voices, managing voice libraries, ...

by vanman2024

Web scraping templates, scripts, and patterns for documentation and content collection using Playwright, BeautifulSoup, and Scrapy. Includes rate l...

by vanman2024

Webhook event handling patterns for email tracking (sent, delivered, bounced, opened, clicked). Use when implementing email event webhooks, signatu...

by vanman2024

Webhook validation patterns with signature verification, event logging, and testing tools. Use when implementing webhooks, validating webhook signa...

by vanman2024

Celery canvas patterns for workflow composition including chains, groups, chords, signatures, error handling, and nested workflows. Use when buildi...

by vanman2024

Standard library Python argparse examples with subparsers, choices, actions, and nested command patterns. Use when building Python CLIs without ext...

by vanman2024

Modern type-safe Rust CLI patterns with Clap derive macros, Parser trait, Subcommand enums, validation, and value parsers. Use when building CLI ap...

by vanman2024

Lightweight Go CLI patterns using urfave/cli. Use when building CLI tools, creating commands with flags, implementing subcommands, adding before/af...

by vanman2024

CLI testing strategies and patterns for Node.js (Jest) and Python (pytest, Click.testing.CliRunner). Use when writing tests for CLI tools, testing ...

by vanman2024

Production-ready Cobra CLI patterns including command structure, flags (local and persistent), nested commands, PreRun/PostRun hooks, argument vali...

by vanman2024

Commander.js CLI framework patterns including Command class, options, arguments, nested subcommands, and Option class usage. Use when building Node...

by vanman2024

Auto-generated CLI patterns using Google Fire with class-based structure, docstring parsing, and nested classes. Use when building Python CLI appli...

by vanman2024

Gluegun CLI toolkit patterns for TypeScript-powered command-line apps. Use when building CLI tools, creating command structures, implementing templ...

by vanman2024

Interactive prompt patterns for CLI tools with text, list, checkbox, password, autocomplete, and conditional questions. Use when building CLIs with...

by vanman2024

Enterprise CLI patterns using oclif framework with TypeScript. Use when building oclif CLIs, creating plugins, implementing commands with flags/arg...

by vanman2024

Modern type-safe Typer CLI patterns with type hints, Enums, and sub-apps. Use when building CLI applications, creating Typer commands, implementing...

by vanman2024

Advanced yargs patterns for Node.js CLI argument parsing with subcommands, options, middleware, and validation

by vanman2024

REST/GraphQL/tRPC API pattern library with validation, error handling, and documentation. Use when creating backend APIs.

by vanman2024

Analyze OpenAPI and Postman schemas for MCP tool generation. Use when analyzing API specifications, extracting endpoint information, generating too...

by vanman2024

Architecture design templates, mermaid diagrams, documentation patterns, and validation tools. Use when designing system architecture, creating arc...

by vanman2024

Error rate monitoring, SLO detection, and notification webhooks for automated rollback triggers. Use when setting up automated deployment rollback,...

by vanman2024

OpenAPI diff tools, schema comparison, and migration guide templates for detecting breaking changes in APIs, databases, and contracts. Use when ana...

by vanman2024

Templates and scripts for generating layered BUILD-GUIDE.json/md from Airtable plugin index - shows available commands organized by infrastructure ...

by vanman2024

Vercel and Cloudflare canary deployment patterns with traffic splitting, gradual rollout automation, and rollback strategies. Use when deploying wi...

by vanman2024

Automated CI/CD pipeline setup using GitHub Actions with automatic secret configuration via GitHub CLI. Generates platform-specific workflows (Verc...

by vanman2024

Framework-agnostic code generation templates for 20+ frameworks. Use when generating code for any detected framework or stack.

by vanman2024

UI component library templates (buttons, forms, cards, modals, etc.). Use when generating frontend UI components.

by vanman2024

ADR management and decision logging. Use when documenting architectural decisions, tracking technical choices, or creating decision records.

by vanman2024

Platform-specific deployment scripts and configurations. Use when deploying applications, configuring cloud platforms, validating deployment enviro...

by vanman2024

DigitalOcean App Platform deployment using doctl CLI for containerized applications, web services, static sites, and databases. Includes app spec g...

by vanman2024

Generic DigitalOcean droplet deployment using doctl CLI for any application type (APIs, web servers, background workers). Includes validation, depl...

by vanman2024

Documentation synchronization using Mem0 for tracking relationships between specs, architecture, ADRs, and roadmap

by vanman2024

Environment verification, tool checking, version validation, and path configuration. Use when checking system requirements, verifying tool installa...

by vanman2024

Execution status management and reporting for implementation plugin. Use when initializing execution tracking, updating task status, generating pro...

by vanman2024

Comprehensive frontend testing patterns including component tests (Jest/Vitest + RTL), visual regression (Playwright), accessibility (axe-core), an...

by vanman2024

Git commit patterns, branch helpers, and workflow automation. Use when working with git, creating commits, managing branches, setting up git hooks,...

by vanman2024

Post-deployment validation and health check scripts for validating HTTP endpoints, APIs, MCP servers, SSL/TLS certificates, and performance metrics...

by vanman2024

Tracks iteration progress and state management. Use when starting, checkpointing, or ending iteration cycles, or when user mentions iteration track...

by vanman2024

MCP server configuration templates and setup scripts. Use when configuring MCP servers, setting up MCP environment, managing MCP configs, adding MC...

by vanman2024

Provides FastMCP templates, patterns, and reference materials. Use when building MCP servers, implementing FastMCP tools/resources/prompts, or work...

by vanman2024

Manage .mcp.json MCP server configurations. Use when configuring MCP servers, adding server entries, managing MCP config files, or when user mentio...

by vanman2024

Run and analyze Newman (Postman CLI) tests. Use when running API tests, validating Postman collections, testing HTTP endpoints, or when user mentio...

by vanman2024

Newman/Postman collection testing patterns for API testing with environment variables, test assertions, and reporting. Use when building API tests,...

by vanman2024

Detect project type and recommend deployment platform. Use when deploying projects, choosing hosting platforms, analyzing project structure, or whe...

by vanman2024

Playwright end-to-end testing patterns including page object models, test scenarios, visual regression, and CI/CD integration. Use when building E2...

by vanman2024

Import, export, and manage Postman collections. Use when working with Postman collections, importing OpenAPI specs, exporting collections, or when ...

by vanman2024

Alpha/beta/RC tagging patterns and GitHub pre-release workflows for managing pre-production releases. Use when creating alpha releases, beta releas...

by vanman2024

Framework and stack identification with detection scripts and patterns. Use when detecting project type, analyzing framework, identifying stack, in...

by vanman2024

Common refactoring patterns and code improvement techniques. Use when refactoring code, improving structure, or when user mentions refactoring, cod...

by vanman2024

Approval workflow templates with GitHub Actions and Slack integration for multi-stakeholder release gating. Use when setting up approval workflows,...

by vanman2024

Security vulnerability scanning, secret detection, dependency auditing, and OWASP best practices. Use when performing security audits, scanning for...

by vanman2024

Runtime security validation including secret scanning, PII detection, prompt injection defense, audit logging, and output validation for AI agents....

by vanman2024

Templates, scripts, and examples for managing feature specifications in specs/ directory. Use when creating feature specs, listing specifications, ...

by vanman2024

Compare specs with implementation state, update spec status, and generate sync reports. Use when syncing specs, checking implementation status, mar...

by vanman2024

Breaks down specs into complexity-stratified tasks. Use when organizing tasks, assigning work to agents, or when user mentions task layering, task ...

by vanman2024

Vercel deployment using Vercel CLI for Next.js, React, Vue, static sites, and serverless functions. Includes project validation, deployment orchest...

by vanman2024

Semantic versioning helpers and release scripts. Use when managing versions, bumping version numbers, creating releases, generating changelogs, or ...

by vanman2024

Git worktree helpers for parallel development. Use when working with git worktrees, managing parallel branches, or when user mentions worktrees, pa...

by vanman2024

FastMCP Cloud deployment validation, testing, and verification patterns. Use when deploying MCP servers, validating deployments, testing server con...