AI & LLM

verification-before-completion @ZhanlinCui

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running...

web-artifacts-builder @ZhanlinCui

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web...

web-performance-seo @ZhanlinCui

Fix PageSpeed Insights/Lighthouse accessibility "!" errors caused by contrast audit failures (CSS filters,...

agent_orchestration @vuralserhat86

Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect,...

agents_md @vuralserhat86

AGENTS.md dosyaları oluşturma, monorepo yapılandırma ve agent instruction yönetimi rehberi.

audience_intelligence @vuralserhat86

Analyzes target audience demographics, psychographics, behaviors, and platform preferences to inform influencer...

cold_email @vuralserhat86

Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing...

competitor_intelligence @vuralserhat86

Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles,...

compliance_analyst @vuralserhat86

Sertifikasyon, uyumluluk gereksinimleri ve regulatory pathway araştırma rehberi.

context_engineering @vuralserhat86

Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent...

design_responsive @vuralserhat86

Breakpoints, fluid typography, container queries ve modern CSS features.

docker_optimization @vuralserhat86

Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size...

email_composer @vuralserhat86

Profesyonel e-posta yazma, business communication ve template oluşturma rehberi.

huggingface_transformers @vuralserhat86

Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference...

incident_response @vuralserhat86

Coordinate security incident response efforts. Includes classification, playbook generation, evidence gathering, and...

langchain_patterns @vuralserhat86

Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines,...

llm_evaluation @vuralserhat86

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

mcp_builder @vuralserhat86

MCP (Model Context Protocol) server oluşturma, FastMCP/TypeScript SDK kullanımı ve API entegrasyonu rehberi.

mcp_server_developer @vuralserhat86

Model Context Protocol (MCP) server implementation specialist for Claude Desktop integration. Handles...

model_finetuning @vuralserhat86

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment,...

multi_agent_patterns @vuralserhat86

Çoklu agent mimarisi tasarımı, orchestration patterns ve agent collaboration rehberi.

optimization @vuralserhat86

Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.

opus_4_5_migration @vuralserhat86

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...

payment_integration @vuralserhat86

Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial...