AGENTS.md dosyaları oluşturma, monorepo yapılandırma ve agent instruction yönetimi rehberi.
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,...
Sertifikasyon, uyumluluk gereksinimleri ve regulatory pathway araştırma rehberi.
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent...
Breakpoints, fluid typography, container queries ve modern CSS features.
Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size...
Profesyonel e-posta yazma, business communication ve template oluşturma rehberi.
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 oluşturma, FastMCP/TypeScript SDK kullanımı ve API entegrasyonu rehberi.
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,...
Çoklu agent mimarisi tasarımı, orchestration patterns ve agent collaboration rehberi.
Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.
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...