Découvrez les skills Outils, comparez leurs dépôts et consultez leurs instructions.
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs...
Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project structure, add de...
SEO keyword araştırma, arama hacmi analizi ve içerik stratejisi rehberi.
Common refactoring patterns - Extract, Rename, Move ve code smell çözümleri.
Tailwind CSS v4, design tokens, responsive patterns ve utility-first CSS best practices.
Otomatik kod formatlama, Prettier/ESLint entegrasyonu ve kod stil tutarlılığı rehberi.
MCP (Model Context Protocol) server oluşturma, FastMCP/TypeScript SDK kullanımı ve API entegrasyonu rehberi.
Ship öncesi son kontrol, deliverable validation, compliance. ⚠️ Son kalite kontrolü için kullan. Kod inceleme için → code-review.
State persistence patterns for autonomous-dev including JSON persistence, atomic writes, file locking, crash recovery, and state versioning. Use when implementing stateful libraries or features requiring persis...
ADR template, database selection, capacity planning ve scalability.
Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size reduction techniques. Use when building Docker images, optimizing container size, improving build per...
Mevcut promptların token kullanımını ve başarı oranını optimize etme.
Expert CLI developer for command-line tools, terminal applications, and developer utilities. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions. Keywords: CLI,...
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing A...
Code comments, JSDoc/TSDoc ve changelog best practices.
UltraThink analiz şablonları - hipotez, alternatif, karar ve risk matrisleri.
Clerk modern authentication, WebAuthn, passkeys ve social auth entegrasyonu rehberi.
Guides implementation of Next.js 15 App Router features with Supabase SSR. Helps choose between Server/Client Components, select correct Supabase client, and follow security patterns. Use when building pages, c...
Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization. Covers platform strategy, IDP architecture (Backstage, Port), infras...
Pazar analizi, TAM/SAM/SOM hesaplama, rekabet analizi ve müşteri segmentasyonu rehberi.
Schema tasarımı, migration stratejileri, indexing, query optimization ve database best practices.
Visual hierarchy, z-index, shadows, animations ve white space kuralları.
Debugging araçları - console, debugger, network, profiling.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.