Guide for creating AGENTS.md files, configuring monorepos, and managing agent instructions.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Analyzes target audience demographics, psychographics, behaviors, and platform preferences to inform influencer...
Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing...
Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles,...
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent...
Breakpoints, fluid typography, container queries and modern CSS features.
Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size...
Professional email writing, business communication and template creation guide.
Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference...
Coordinate security incident response efforts. Includes classification, playbook generation, evidence gathering, and...
Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines,...
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...
MCP (Model Context Protocol) server creation, FastMCP/TypeScript SDK usage and API integration guide.
Model Context Protocol (MCP) server implementation specialist for Claude Desktop integration. Handles...
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment,...
Multi-agent architecture design, orchestration patterns, and agent collaboration guide.
System and flow optimization guide. 2025 AI-driven optimization, bottleneck detection and user flow improvements.
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to...
Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. Use...
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for...
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....