AI & LLM

machine-learning-ops-ml-pipeline @rmyndharis

Design and implement a complete ML pipeline for: $ARGUMENTS

llm-evaluation @rmyndharis

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...

llm-application-dev-prompt-optimize @rmyndharis

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques...

llm-application-dev-langchain-agent @rmyndharis

You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.

llm-application-dev-ai-assistant @rmyndharis

You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots,...

legal-advisor @rmyndharis

Draft privacy policies, terms of service, disclaimers, and legal

langchain-architecture @rmyndharis

Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...

git-advanced-workflows @rmyndharis

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean...

framework-migration-legacy-modernize @rmyndharis

Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual...

event-sourcing-architect @rmyndharis

Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection...

error-debugging-multi-agent-review @rmyndharis

Use when working with error debugging multi agent review

embedding-strategies @rmyndharis

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models,...

customer-support @rmyndharis

Elite AI-powered customer support specialist mastering

cpp-pro @rmyndharis

Write idiomatic C++ code with modern features, RAII, smart

context-manager @rmyndharis

Elite AI context engineering specialist mastering dynamic context

content-marketer @rmyndharis

Elite content marketing strategist specializing in AI-powered

code-reviewer @rmyndharis

Elite code review expert specializing in modern AI-powered code

code-review-ai-ai-review @rmyndharis

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern...

code-documentation-code-explain @rmyndharis

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams,...

c4-container @rmyndharis

Expert C4 Container-level documentation specialist. Synthesizes

business-analyst @rmyndharis

Master modern business analysis with AI-powered analytics,

blockchain-developer @rmyndharis

Build production-ready Web3 applications, smart contracts, and

async-python-patterns @rmyndharis

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when...

architecture-patterns @rmyndharis

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and...