Github Actions Cicd
Use when creating GitHub Actions workflows, implementing CI/CD pipelines, configuring runners, matrices, environments, secrets, artifacts, caching, concurrency, reusable workflows, composite actions, Docker/npm actions, marketplace integration, workflow optimization, security hardening, and production CI/CD best practices.
Graphql Api Design
Use when designing GraphQL APIs with schema-first or code-first approaches, implementing resolvers, DataLoader patterns, subscriptions, Apollo Federation, error handling, authentication, authorization, pagination, and production best practices. Includes SDL patterns, Relay spec, and performance optimization.
Langgraph
Use when building stateful agents and workflows with LangGraph, implementing graph-based architectures, managing state persistence, human-in-the-loop capabilities, and multi-agent systems. Includes Python and JavaScript implementations. Based on LangChain/LangGraph official documentation and agent development best practices.
Kubernetes Orchestration
Use when deploying applications to Kubernetes, implementing deployment strategies, pod security, resource management, horizontal pod autoscaling, service mesh, ingress controllers, secrets management, and production-ready cluster configurations. Includes Helm charts, Kustomize, GitOps, and CKA/CKAD/CKS best practices.
Database Design
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Api Design
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Code Review
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Design System
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Architect
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Domain Driven
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Agile Project Management
Use when managing agile projects, facilitating Scrum ceremonies, conducting backlog grooming, sprint planning, velocity tracking, and implementing Kanban workflows. Includes agile metrics, team dynamics, and agile transformation guidance. Based on CSM, CSP, PRINCE2 certifications.
Offline First Development
Use when implementing offline-first applications, managing local storage, implementing data synchronization, handling conflicts, and creating offline UI patterns. Includes IndexedDB, localStorage, service workers, and offline state management. Based on offline-first development best practices.
Mobile Performance
Mobile app performance optimization, startup time, memory management, and battery efficiency
Microservices Architecture
Use when designing and implementing microservices architectures, domain-driven design, service boundaries, event-driven communication, and distributed systems patterns. Includes CQRS, sagas, service discovery, and API gateway patterns. Based on Certified Microservices Architect (CMA) certification and microservices best practices.
Database Security
Use when implementing database security controls, encryption, access control, audit logging, compliance, and database hardening. Includes data masking, row-level security, encryption at rest and in transit, and database security best practices. Based on CISSP, CDP certifications.
Multi Channel Funnels
Guide for designing lead generation funnels across multiple messaging platforms (WhatsApp, WeChat, Telegram, Facebook, Instagram, LINE, etc.) with funnel architecture, platform-specific patterns, and conversion optimization
Anti Pattern
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Laravel
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Cloudflare Pages
Use when deploying applications to Cloudflare Pages, configuring edge functions, caching strategies, and optimizing performance on Cloudflare's global network. Includes Wrangler CLI, edge computing, and global distribution. Based on Cloudflare Certified Developer and edge computing best practices.
Context7 Docs
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Multi Platform Dev
Use when developing cross-platform applications that must work on Windows, Linux, and macOS. Covers shell command differences, path handling, line endings, file permissions, package managers, environment detection, platform-specific build tools, and testing strategies. Ensures code works everywhere without platform assumptions.
Deployment
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Flutter Web
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Project Conventions
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Performance
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Product Owner
Use when managing product backlog, writing user stories, defining acceptance criteria, sprint planning, and prioritizing features for agile product development. Includes Agile, Scrum, and Kanban methodologies.
Erp Sass Project Organization
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Nestjs
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Aws Serverless
Use when developing and deploying AWS serverless applications, configuring Lambda functions, API Gateway, SAM templates, and optimizing serverless performance. Includes Lambda best practices, API Gateway configuration, and serverless architecture patterns. Based on AWS Certified Solutions Architect and AWS Certified Developer certifications.
Git Workflow
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Multi Lang
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Devops Pipeline
Use when designing and implementing CI/CD pipelines, deployment strategies, infrastructure as code, monitoring setup, and DevOps best practices. Includes GitHub Actions, Docker, Kubernetes, and deployment patterns. Based on Azure DevOps, CODING DevOps, and DevOps certification standards.
Disaster Recovery
Use when designing disaster recovery plans, implementing backup strategies, creating restore procedures, setting up failover systems, and defining RTO/RPO targets. Includes DR testing, recovery sites, and disaster recovery best practices. Based on CISSP, CDRP certifications.
Docker Containerization
Use when containerizing applications with Docker, implementing multi-stage builds, security hardening, image optimization, Docker Compose orchestration, and container best practices. Includes Dockerfile patterns, layer caching, and production-ready configurations.
Redis Caching
Use when implementing Redis caching strategies, session management, pub/sub messaging, data structure operations, Lua scripting, transactions, clustering, persistence, and production Redis best practices. Covers all Redis data types, caching patterns, and client libraries.
Llm Integrations
Use when integrating LLM providers (OpenAI, DeepSeek, OpenRouter, Anthropic, Google), configuring API keys, optimizing costs, implementing rate limiting, and managing LLM usage across projects. Includes best practices for cost optimization and API management. Based on OpenAI, Anthropic, Google, and other LLM provider official documentation.
Anti Hallucination Techniques
Use when verifying AI-generated content, validating claims, checking source credibility, implementing evidence-based reasoning, and preventing AI hallucinations. Includes source verification, fact-checking, and validation frameworks. Based on information verification best practices and AI safety guidelines.
Api Documentation
Use when creating API documentation, implementing OpenAPI specifications, writing Swagger documentation, creating GraphQL schemas, and generating SDKs. Includes documentation best practices, API versioning, and API documentation automation. Based on CPTD and OpenAPI Specification certifications.
Load Testing
Use when designing and executing load testing, stress testing, endurance testing, spike testing, and performance testing. Includes test planning, test script creation, result analysis, and performance optimization. Based on CPE certification and performance testing best practices.
Cloudflare Workers
Use when developing and deploying Cloudflare Workers, implementing edge computing logic, optimizing performance, and configuring global distribution. Includes Workers API, KV storage, Durable Objects, and performance optimization. Based on Cloudflare Certified Developer and edge computing best practices.
Langchain
Use when building LLM applications with LangChain, implementing chains, agents, tools, memory, prompts, and retrieval systems. Includes best practices for prompt engineering, tool integration, and agent development. Based on LangChain/LangGraph official documentation and agent development best practices.
Agent Task Coordinator
Use when coordinating multiple agents for complex tasks, managing agent teams, or delegating work across specialized agents. Includes patterns for agent communication, task delegation, and team coordination following Qwen Orchestrator conventions. Based on agent collaboration patterns and distributed systems best practices.
Loop Detection
Use when identifying and preventing infinite loops, detecting loop patterns, implementing loop exit strategies, and creating loop safety mechanisms. Includes loop analysis, timeout patterns, and loop monitoring. Based on programming best practices and loop safety patterns.
Qwen Agent
Use when developing Qwen-specific agents, implementing Qwen model integrations, optimizing Qwen performance, and building agent workflows with Qwen models. Includes Qwen API, Qwen-Plus, Qwen-Turbo, and best practices. Based on Qwen official documentation and agent development best practices.
Accessibility Implementation
Use when implementing accessible web content following WCAG 2.1 AA standards, semantic HTML, ARIA attributes, keyboard navigation, and screen reader support. Includes accessibility testing, compliance verification, and inclusive design practices. Based on CPACC certification and W3C WCAG standards.
Crud Completeness
Use when implementing complete CRUD operations, including Create, Read, Update, Delete patterns with proper validation, error handling, and business logic. Includes soft delete, restore, bulk operations, and CRUD best practices. Based on enterprise application patterns and API design standards.
Debugging
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Compaction Recovery
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Documentation Best Practices
Use when creating and maintaining project documentation, writing README files, documenting APIs, establishing documentation standards, and building knowledge bases. Includes Markdown, ADRs, API docs, and documentation automation. Based on software documentation certification standards and technical writing best practices.
Architecture Patterns
Use when designing system architecture, selecting architectural patterns, making trade-off decisions, and implementing scalable, maintainable systems. Includes layered architecture, microservices, domain-driven design, and cloud architecture patterns. Based on software architecture certifications and industry-standard architecture patterns.