Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial...
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...
System and flow optimization guide. 2025 AI-driven optimization, bottleneck detection and user flow improvements.
Multi-agent architecture design, orchestration patterns, and agent collaboration guide.
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment,...
Model Context Protocol (MCP) server implementation specialist for Claude Desktop integration. Handles...
MCP (Model Context Protocol) server creation, FastMCP/TypeScript SDK usage and API integration guide.
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...
Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines,...
Coordinate security incident response efforts. Includes classification, playbook generation, evidence gathering, and...
Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference...
Professional email writing, business communication and template creation guide.
Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size...
Breakpoints, fluid typography, container queries and modern CSS features.
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent...
Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles,...
Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing...
Analyzes target audience demographics, psychographics, behaviors, and platform preferences to inform influencer...
Guide for creating AGENTS.md files, configuring monorepos, and managing agent instructions.
Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect,...
Self-driven skill selection system that uses internal curiosity asking (self-questioning) to analyze user requests,...
Convert documentation into structured Agent Skills following progressive disclosure principles. Use when (1)...
Guides developers through using cursor-agent CLI for interactive development, session management, and implementing...