
--- name: agents_md router_kit: AIKit description: AGENTS.md dosyaları oluşturma, monorepo yapılandırma ve agent instruction yönetimi rehberi. metadata: skillport: category: development tags: [agents, agents md, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, embeddings, frameworks, generative ai, inference, large language models, llm, machine learning, model fine-tuning, natural language processing, neural networks, nlp, openai, prompt eng
--- name: clerk_auth router_kit: SecurityKit description: Clerk modern authentication, WebAuthn, passkeys ve social auth entegrasyonu rehberi. metadata: skillport: category: authentication tags: [accessibility, api integration, backend, browser apis, clerk auth, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux,
--- name: cli_developer router_kit: FullStackKit description: 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, terminal, command-line, commander, click, cobra. triggers: - CLI - command-line - terminal app - argument parsing - shell completion - interactive prompt - progress bar - commander - click - typer - cobra r
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.
Creates high-quality, SEO-optimized content that ranks in search engines. Applies on-page SEO best practices, keyword optimization, and content structure for maximum visibility and engagement.
--- name: deploy_cicd router_kit: DevOpsKit description: CI/CD pipeline, GitHub Actions, automated deployment, release management, production shipping, and software delivery. metadata: skillport: category: operations tags: [automation, aws, bash scripting, ci/cd, cloud computing, containerization, deploy cicd, deployment strategies, devops, docker, gitops, infrastructure, infrastructure as code, kubernetes, linux, logging, microservices, monitoring, orchestration, pipelines, reliabilit
Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working with transformer models, fine-tuning LLMs, implementing NLP tasks, or optimizing transformer inference.
--- name: postgres_pro router_kit: FullStackKit description: PostgreSQL specialist for database administration, performance optimization, and high availability. Invoke for query tuning, replication, JSONB, extensions, maintenance. Keywords: PostgreSQL, EXPLAIN, replication, JSONB, pg_stat. triggers: - PostgreSQL - Postgres - EXPLAIN ANALYZE - pg_stat - JSONB - streaming replication - logical replication - VACUUM - PostGIS - pgvector role: specialist scope: implementation outp
Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages. Includes 50+ input types, validation strategies, accessibility patterns (WCAG 2.1), multi-step wizards, and UX best practices. Provides decision trees from data type to component selection, validation timing guidance, and error handling patterns. Use when creating forms, collecting user input, building surveys, implementing validation, designing multi-step workflows, or ensuring form accessibility.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
--- name: agent_orchestration router_kit: AIKit description: Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect, strategic-cto-mentor, cv-ml-architect). Use after clarification is complete, before routing to specialist agents. Ensures agents receive complete context for effective work. metadata: skillport: category: auto-healed tags: [agent orchestration, agents, algorithms, artificial intelligence, automation, chatbots,
--- name: backend_api router_kit: FullStackKit description: REST uygulama, validation, security headers, auth patterns. ⚠️ Kod yazarken kullan. API tasarımı/GraphQL için → api-design. metadata: skillport: category: development tags: [accessibility, api integration, backend, backend api, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state m
--- name: database_design router_kit: FullStackKit description: Schema tasarımı, migration stratejileri, indexing, query optimization ve database best practices. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, database design, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing
--- name: context_engineering router_kit: AIKit description: Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems. metadata: skillport: category: auto-healed tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, context engineering, debugging, design patterns, development, documentation, effici
--- name: git_workflow router_kit: FullStackKit description: Branch stratejisi, commit conventions, merge conflict çözümü ve Git best practices rehberi. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, git workflow, optimization, productivity, programming, project management, quality assurance, refactoring, software engineeri
--- name: mobile_react_native router_kit: FullStackKit description: React Native best practices, hooks, navigation ve performance optimization. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, mobile react native, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript,
--- name: multi_agent_patterns router_kit: AIKit description: Çoklu agent mimarisi tasarımı, orchestration patterns ve agent collaboration rehberi. metadata: skillport: category: architecture tags: [agents, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, embeddings, frameworks, generative ai, inference, large language models, llm, machine learning, model fine-tuning, multi agent patterns, natural language processing, neural networks, nlp, o
Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial transaction processing. Specializes in secure payment flows, multi-currency support, and fraud prevention with focus on reliability, compliance, and seamless user experience.
--- name: roadmap_planner router_kit: ManagementKit description: Implementation roadmap, timeline oluşturma, risk yönetimi ve kaynak planlaması rehberi. metadata: skillport: category: planning tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, roadmap planner, software engineeri
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
Modern JavaScript/TypeScript testing with Vitest including mocking and coverage.
--- name: ultrathink_core router_kit: FullStackKit description: Derin analiz protokolü - meta-planlama, hipotez üretimi ve kritik değerlendirme. metadata: skillport: category: thinking tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, u
--- name: tdd_workflow router_kit: QualityKit description: Comprehensive Test Driven Development guide. Master testing, debugging, fixing bugs, QA workflows, unit tests, integration tests, and coverage analysis. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality a
--- name: sync_core router_kit: FullStackKit description: Multi-file sync - atomic changes, dependency tracking ve conflict resolution. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, sync core, testi
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 persistent state.
Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a skill for quality. Analyzes SKILL.md structure, naming conventions, description quality, content organization, and identifies anti-patterns. Produces actionable improvement recommendations.
--- name: rust_development router_kit: FullStackKit description: Rust systems programming, memory safety, Axum/Tokio ve WebAssembly rehberi. metadata: skillport: category: development tags: [automation, aws, bash scripting, ci/cd, cloud computing, containerization, deployment strategies, devops, docker, gitops, infrastructure, infrastructure as code, kubernetes, linux, logging, microservices, monitoring, orchestration, pipelines, reliability, rust development, scalability, security, se
Build responsive, mobile-first layouts using fluid containers, flexible units, media queries, and touch-friendly design that works across all screen sizes. Use this skill when creating or modifying UI layouts, responsive grids, breakpoint styles, mobile navigation, or any interface that needs to adapt to different screen sizes. Apply when working with responsive CSS, media queries, viewport settings, flexbox/grid layouts, mobile-first styling, breakpoint definitions (mobile, tablet, desktop), touch target sizing, relative units (rem, em, %), image optimization for different screens, or testing layouts across multiple devices. Use for any task involving multi-device support, responsive design patterns, or adaptive layouts.
--- name: refactoring_strategies router_kit: FullStackKit description: Safe refactoring süreci - test-first, incremental changes ve güvenlik ağı. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, refactoring strategies, software engineerin
--- name: prompt_engineering router_kit: AIKit description: Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. Use when building LLM applications requiring reliable outputs, implementing RAG systems, creating AI agents, or optimizing prompt quality and cost. Covers OpenAI, Anthropic, and open-source models with multi-language examples (Python/TypeScript). metadata: skillport: category: auto-healed tags: [agents, algorithms, art
--- name: design_tokens router_kit: FullStackKit description: 8-point grid spacing, typography scale ve color system. Temel tasarım değişkenleri. metadata: skillport: category: design tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, design tokens, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, we
--- name: aws_architect router_kit: DevOpsKit description: Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as-code metadata: skillport: category: auto-healed tags: [automation, aws, aws architect, bash scripting, ci/cd, cloud computing, containerization, deployment strategies, devops, docker, gitops, infrastructure, infrastructure as code, kubernetes, linux, logging,
--- name: opportunity_scorer router_kit: FullStackKit description: Fırsat puanlama, scoring rubric ve go/no-go karar verme rehberi. metadata: skillport: category: business tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, opportunity scorer, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, tes
--- name: backend_core router_kit: FullStackKit description: Node.js/TypeScript temel prensipler, proje yapısı ve TypeScript strict mode kuralları. metadata: skillport: category: development tags: [accessibility, api integration, backend, backend core, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/
--- name: auth_patterns router_kit: SecurityKit description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues. metadata: skillport: category: auto-healed tags: [accessibility, api integration, auth patterns, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, f
Guide for conducting comprehensive accessibility audits of code to identify WCAG compliance issues and barriers to inclusive design. This skill should be used when reviewing accessibility, ARIA implementation, keyboard navigation, or screen reader compatibility.
--- name: api_design router_kit: FullStackKit description: API tasarımı, GraphQL schema, OpenAPI spec, versioning. ⚠️ Tasarım aşaması için kullan. Uygulama/security için → backend-api. metadata: skillport: category: development tags: [accessibility, api design, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state m
--- name: arch_decisions router_kit: DevOpsKit description: ADR template, database selection, capacity planning ve scalability. metadata: skillport: category: thinking tags: [arch decisions, architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, ut
Type-safe ORM for Cloudflare D1 databases using Drizzle. Provides patterns for schema definition, migrations, and type-safe queries. Prevents transaction errors and schema mismatches. Includes templates for strict TypeScript usage.
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 APIs, or improving application reliability.
--- name: arch_patterns router_kit: FullStackKit description: Architecture patterns - monolith vs microservices, layered, event-driven, CQRS. metadata: skillport: category: thinking tags: [arch patterns, architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
--- name: code_formatter router_kit: FullStackKit description: Otomatik kod formatlama, Prettier/ESLint entegrasyonu ve kod stil tutarlılığı rehberi. metadata: skillport: category: development tags: [big data, cleaning, code formatter, csv, data analysis, data engineering, data science, database, etl pipelines, export, import, json, machine learning basics, migration, nosql, numpy, pandas, python data stack, query optimization, reporting, schema design, sql, statistics, transformation,
--- name: code_review router_kit: FullStackKit description: PR review, code smell detection, best practice kontrolü. ⚠️ Kod incelerken kullan. Deliverable kontrolü için → quality-validator, doküman review için → peer-review. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, code review, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, pro
--- name: better_auth router_kit: SecurityKit description: The ultimate authentication and authorization skill. Implement login, signin, signup, registration, OAuth, 2FA, MFA, passkeys, and user session management. Secure your application with RBAC and access control. license: MIT version: 2.1.0 metadata: skillport: category: cybersecurity tags: [accessibility, api integration, backend, better auth, browser apis, client-side, components, css3, debugging, deployment, frameworks, fronten
Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.
Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow). Use when building data pipelines, implementing incremental models, migrating from pandas to polars, or orchestrating multi-step transformations with testing and quality checks.
Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports bar charts, line graphs, and scatter plots for clarity.
Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing recommendations, and integrated social proof. Creates multi-touch campaigns optimized for response rates. Use when users need outbound email campaigns, sales sequences, or lead generation emails.
--- name: competitor_analysis router_kit: FullStackKit description: Rakip analizi, SEO/strateji karşılaştırma ve pazar pozisyonlama rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, competitor analysis, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, stan
--- name: compliance_analyst router_kit: SecurityKit description: Sertifikasyon, uyumluluk gereksinimleri ve regulatory pathway araştırma rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, compliance analyst, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering,
--- name: debugging_methodology router_kit: FullStackKit description: Sistematik debugging döngüsü - reproduce, isolate, hypothesize, fix. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, debugging methodology, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, stand
--- name: debugging_tools router_kit: FullStackKit description: Debugging araçları - console, debugger, network, profiling. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, debugging tools, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, utilit
--- name: design_components router_kit: FullStackKit description: Button, card, input ve icon sizing kuralları. Component boyutlandırma standartları. metadata: skillport: category: design tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, design components, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, u
--- name: design_patterns router_kit: FullStackKit description: Visual hierarchy, z-index, shadows, animations ve white space kuralları. metadata: skillport: category: design tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, design patterns, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, web devel
--- name: incident_response router_kit: DevOpsKit description: Coordinate security incident response efforts. Includes classification, playbook generation, evidence gathering, and remediation planning. Validates response strategies against best practices. allowed-tools: Read, Write, Edit, Grep, Glob, Bash version: 1.0.0 metadata: skillport: category: auto-healed tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, d
--- name: ultrathink_templates router_kit: FullStackKit description: UltraThink analiz şablonları - hipotez, alternatif, karar ve risk matrisleri. metadata: skillport: category: thinking tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing,
--- name: docker_optimization router_kit: ManagementKit description: 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 performance, or implementing Docker security best practices. Reduces image sizes by 70-90% and build times by 50-80%. metadata: skillport: category: auto-healed tags: [automation, aws, bash scripting, ci/cd, cloud
--- name: docs_api router_kit: ManagementKit description: OpenAPI/Swagger API documentation ve endpoint belgeleme şablonları. metadata: skillport: category: operations tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, docs api, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, web development] -
--- name: docs_code router_kit: ManagementKit description: Code comments, JSDoc/TSDoc ve changelog best practices. metadata: skillport: category: operations tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, docs code, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, utilities, version
--- name: docs_readme router_kit: ManagementKit description: README best practices ve proje dokümantasyon şablonları. metadata: skillport: category: operations tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, docs readme, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, utilities, ve
--- name: figma_integration router_kit: FullStackKit description: Figma design-to-code, design system extraction ve component generation rehberi. metadata: skillport: category: design tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, figma integration, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, sta
--- name: firestore_patterns router_kit: FullStackKit description: Firebase Firestore NoSQL patterns, real-time sync ve security rules rehberi. metadata: skillport: category: database tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, firestore patterns, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, st
--- name: frontend_design router_kit: FullStackKit description: Premium/yaratıcı UI tasarım. ⚠️ Distinctive, memorable interface için kullan. Temel UI için → design-patterns. metadata: skillport: category: frontend tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, frontend design, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state managemen
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines, embedding stores, vector search strategies, and knowledge-enhanced AI applications. Use when creating question-answering systems over document collections or AI assistants with external knowledge bases.
--- name: scrum_master router_kit: ManagementKit description: Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting metadata: skillport: category: auto-healed tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, proj
Bilimsel hipotez oluşturma, deney tasarımı ve test metodolojisi rehberi.
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
--- name: mcp_builder router_kit: FullStackKit description: MCP (Model Context Protocol) server oluşturma, FastMCP/TypeScript SDK kullanımı ve API entegrasyonu rehberi. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, mcp builder, node.js, npm, performance optimization, responsive design, seo, state management, test
Model Context Protocol (MCP) server implementation specialist for Claude Desktop integration. Handles TypeScript/Node.js server scaffolding, endpoint creation, telemetry setup, npx distribution, and comprehensive documentation. Follows MCP specification and best practices for production-grade server deployment.
--- name: microservices_architect router_kit: FullStackKit description: Distributed systems architect specializing in microservices design patterns. Invoke for service boundaries, domain-driven design, saga patterns, event sourcing, service mesh, distributed tracing. Keywords: microservices, service mesh, distributed systems, Kubernetes, event-driven. triggers: - microservices - service mesh - distributed systems - service boundaries - domain-driven design - event sourcing - CQRS
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
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 preferences, or train from human feedback. Works with HuggingFace Transformers.
This skill should be used when user asks to "query MongoDB", "show database collections", "get collection schema", "list MongoDB databases", "search records in MongoDB", or "check database indexes".
--- name: nextjs_specialist router_kit: DevOpsKit description: Next.js 15 App Router, Server Components, SSR/SSG optimizasyonu ve modern Next.js best practices. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, nextjs specialist, node.js, npm, performance optimization, responsive design, seo, state management, testin
--- name: scientific_thinking router_kit: DevOpsKit description: Bilimsel metod, hipotez, kanıt değerlendirme, bias analizi. ⚠️ Araştırma/analiz için kullan. Mimari karar için → ultrathink-core. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refact
--- name: professional_docs router_kit: FullStackKit description: Kurumsal belgeler, raporlar ve teklifler için profesyonel dokümantasyon standartları. metadata: skillport: category: documentation tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, professional docs, productivity, programming, project management, quality assurance, refactoring, software eng
--- name: regex_builder router_kit: FullStackKit description: Regular expression oluşturma, test etme, debug ve açıklama rehberi. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, regex builder, responsive design, seo, state management, testing, typescript, ui/ux, web developme
--- name: notion_integration router_kit: FullStackKit description: Notion workspace entegrasyonu - bilgi yönetimi, toplantı hazırlığı, araştırma dokümantasyonu ve spec-to-implementation workflow'ları. metadata: skillport: category: documentation tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, notion integration, optimization, productivity, programming, project manage
--- name: optimization router_kit: FullStackKit description: Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri. metadata: skillport: category: operations tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, softwa
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 update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
When validating system performance under load, identifying bottlenecks through profiling, or optimizing application responsiveness. Covers load testing (k6, Locust), profiling (CPU, memory, I/O), and optimization strategies (caching, query optimization, Core Web Vitals). Use for capacity planning, regression detection, and establishing performance SLOs.
--- name: performance_profiling router_kit: FullStackKit description: CPU/Memory profiling, bottleneck analizi, benchmark teknikleri ve performans optimizasyonu rehberi. metadata: skillport: category: optimization tags: [big data, cleaning, csv, data analysis, data engineering, data science, database, etl pipelines, export, import, json, machine learning basics, migration, nosql, numpy, pandas, performance profiling, python data stack, query optimization, reporting, schema design, sql,
--- name: plan_work router_kit: ManagementKit description: Koddan önce planlama, repo araştırması, risk analizi ve implementation plan oluşturma rehberi. metadata: skillport: category: planning tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, plan work, productivity, programming, project management, quality assurance, refactoring, software engineering, s
Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization. Covers platform strategy, IDP architecture (Backstage, Port), infrastructure orchestration (Crossplane), GitOps (Argo CD), and adoption patterns. Use when building developer platforms, improving DevEx, or establishing platform teams.
--- name: playwright_testing router_kit: FullStackKit description: Playwright E2E testing specialist for web applications. Invoke for browser automation, E2E tests, Page Object Model, test flakiness, visual testing. Keywords: Playwright, E2E, browser testing, automation, Page Object. triggers: - Playwright - E2E test - end-to-end - browser testing - automation - UI testing - visual testing role: specialist scope: testing output-format: code metadata: skillport: category: auto
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
--- name: product_designer router_kit: FullStackKit description: Kullanıcı deneyimi (UX), arayüz tasarımı (UI) ve ürün stratejisi geliştirme. metadata: skillport: category: design tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, product designer, responsive design, seo, state management, testing, typescript, ui/ux, web
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 development tooling, or establish professional workflows.
--- name: project_management router_kit: ManagementKit version: 1.0.0 type: knowledge description: This skill should be used when creating or updating PROJECT.md files, planning sprints, defining project goals, or managing project scope. It provides templates and best practices for PROJECT.md-first development. keywords: project.md, milestone, sprint, roadmap, planning, goals, scope, constraints, project management, okr, smart goals auto_activate: true allowed-tools: [Read, Write, Edit, Grep, Gl
--- name: project_manager router_kit: ManagementKit description: Agile/Scrum süreçleri, backlog yönetimi ve paydaş iletişimi. metadata: skillport: category: management tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project manager, project management, quality assurance, refactoring, software engineering, standards, testing, u
--- name: prompt_optimizer router_kit: AIKit description: Mevcut promptların token kullanımını ve başarı oranını optimize etme. metadata: skillport: category: ai tags: [agents, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, embeddings, frameworks, generative ai, inference, large language models, llm, machine learning, model fine-tuning, natural language processing, neural networks, nlp, openai, prompt engineering, prompt optimizer, rag, re
--- name: python_pro router_kit: FullStackKit description: Expert Python developer specializing in modern Python 3.11+ with deep expertise in type safety, async programming, testing, and production-grade code. Invoke for Pythonic patterns, type hints, pytest, async/await, dataclasses. triggers: - Python development - type hints - async Python - pytest - mypy - dataclasses - Python best practices - Pythonic code role: specialist scope: implementation output-format: code metadata:
--- name: rag_architecture router_kit: AIKit description: Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows. metadata: skillport: category: auto-healed tags: [agents, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, embeddings, frameworks, generative ai, inference, large language models,
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 with external knowledge bases.
--- name: redis_expert router_kit: FullStackKit description: Redis caching stratejileri, Pub/Sub ve veri yapıları (Streams, Lists, Hashes). metadata: skillport: category: database tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, redis expert, refactoring, software engineering, standards, t
--- name: report_generator router_kit: FullStackKit description: Executive rapor, stakeholder presentation ve comprehensive documentation oluşturma rehberi. metadata: skillport: category: business tags: [big data, cleaning, csv, data analysis, data engineering, data science, database, etl pipelines, export, import, json, machine learning basics, migration, nosql, numpy, pandas, python data stack, query optimization, report generator, reporting, schema design, sql, statistics, transform
--- name: research_synthesizer router_kit: ManagementKit description: Araştırma bulgularını özetleme, insight çıkarma ve actionable recommendations oluşturma rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, research synthesizer,
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.
--- name: secops_core router_kit: SecurityKit description: Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements. metadata: skillport: category: auto-healed tags: [architecture, autom
Performs technical SEO audits covering site speed, crawlability, indexability, mobile-friendliness, security, and structured data. Identifies technical issues preventing optimal search performance.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
--- name: sparc_methodology router_kit: FullStackKit description: SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration version: 2.7.0 category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refacto
--- name: spring_boot router_kit: FullStackKit description: Expert Spring Boot engineer mastering Spring Boot 3+ with cloud-native patterns. Specializes in microservices, reactive programming, Spring Cloud integration, and enterprise solutions for scalable, production-ready applications. triggers: - Spring Boot - Spring Framework - Spring Cloud - Spring Security - Spring Data JPA - Spring WebFlux - Microservices Java - Java REST API - Reactive Java role: specialist scope: imple
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, components, or API routes.
--- name: terraform_engineer router_kit: DevOpsKit description: Senior Terraform engineer for infrastructure as code, multi-cloud provisioning, and modular architecture. Invoke for Terraform modules, state management, provider configuration, and enterprise IaC patterns. triggers: - Terraform - infrastructure as code - IaC - terraform module - terraform state - AWS provider - Azure provider - GCP provider - terraform plan - terraform apply role: specialist scope: implementatio
--- name: testing router_kit: FullStackKit description: Kapsamlı test stratejileri ve 2025 test araçları. Unit, integration, e2e ve visual testing. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing,
--- name: typescript_advanced router_kit: FullStackKit description: TypeScript 5+ advanced patterns, type utilities ve best practices rehberi. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing,
--- name: vue_expert router_kit: FullStackKit description: Vue 3 specialist for reactive, performant applications. Invoke for Composition API, Nuxt 3, Pinia state management, TypeScript integration. Keywords: Vue 3, Composition API, Nuxt, reactive, composables, Pinia. triggers: - Vue 3 - Composition API - Nuxt - Pinia - Vue composables - reactive - ref - Vue Router - Vite Vue role: specialist scope: implementation output-format: code metadata: skillport: category: auto-he
--- name: email_composer router_kit: AIKit description: Profesyonel e-posta yazma, business communication ve template oluşturma rehberi. metadata: skillport: category: business tags: [agents, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, email composer, embeddings, frameworks, generative ai, inference, large language models, llm, machine learning, model fine-tuning, natural language processing, neural networks, nlp, openai, prompt enginee
Comprehensive NestJS framework guide with Drizzle ORM integration. Use when building NestJS applications, setting up APIs, implementing authentication, working with databases, or integrating Drizzle ORM. Covers controllers, providers, modules, middleware, guards, interceptors, testing, microservices, GraphQL, and database patterns.
Generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications. Use when setting up API documentation, configuring Swagger UI, adding OpenAPI annotations, implementing security documentation, or enhancing REST endpoints with examples and schemas.
--- name: design_responsive router_kit: FullStackKit description: Breakpoints, fluid typography, container queries ve modern CSS features. metadata: skillport: category: design tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, design responsive, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, web d
--- name: github_project_automation router_kit: FullStackKit title: GitHub Project Management version: 2.0.0 category: github description: Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning author: Claude Code tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, github project automation, optimization, produc
--- name: react_expert router_kit: FullStackKit description: React specialist for production-grade web applications. Invoke for component architecture, hooks, state management, Server Components, performance. Keywords: React, JSX, hooks, useState, useEffect, use(), Suspense, RSC. triggers: - React - JSX - hooks - useState - useEffect - useContext - Server Components - React 19 - Suspense - TanStack Query - Redux - Zustand - component - frontend role: specialist scope:
--- name: user_research router_kit: ManagementKit description: Kullanıcı araştırma metodları, interview teknikleri, persona oluşturma ve usability testing rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, st
--- name: deploy_monitoring router_kit: DevOpsKit description: Health checks, metrics, alerting ve rollback stratejileri. metadata: skillport: category: operations tags: [automation, aws, bash scripting, ci/cd, cloud computing, containerization, deploy monitoring, deployment strategies, devops, docker, gitops, infrastructure, infrastructure as code, kubernetes, linux, logging, microservices, monitoring, orchestration, pipelines, reliability, scalability, security, server management, te
Analyzes target audience demographics, psychographics, behaviors, and platform preferences to inform influencer selection and campaign strategy. Essential foundation for effective influencer marketing.
--- name: deps_npm router_kit: FullStackKit description: npm/yarn dependency management, package.json best practices ve version control. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, deps npm, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testi
Prisma ORM patterns including Prisma Client usage, queries, mutations, relations, transactions, and schema management. Use when working with Prisma database operations or schema definitions.
Async communication patterns using message brokers and task queues. Use when building event-driven systems, background job processing, or service decoupling. Covers Kafka (event streaming), RabbitMQ (complex routing), NATS (cloud-native), Redis Streams, Celery (Python), BullMQ (TypeScript), Temporal (workflows), and event sourcing patterns.
--- name: market_analyst router_kit: FullStackKit description: Pazar analizi, TAM/SAM/SOM hesaplama, rekabet analizi ve müşteri segmentasyonu rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, market analyst, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering,
--- name: backend_database router_kit: FullStackKit description: Repository pattern, transactions, caching ve query optimization. metadata: skillport: category: development tags: [accessibility, api integration, backend, backend database, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, web develo
Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalability and resilience. Use when building loosely coupled systems with asynchronous message-based communication.
--- name: refactoring_patterns router_kit: FullStackKit description: Common refactoring patterns - Extract, Rename, Move ve code smell çözümleri. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, refactoring patterns, software engineering,
--- name: python_developer router_kit: AIKit description: Python best practices, FastAPI, Pandas ve veri bilimi kütüphaneleri kullanımı. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, python developer, quality assurance, refactoring, software engineering, standard
--- name: keyword_research router_kit: ManagementKit description: SEO keyword araştırma, arama hacmi analizi ve içerik stratejisi rehberi. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, keyword research, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standards
Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles, and AI citation patterns. Reveals opportunities to outperform competition.
--- name: kubernetes_specialist router_kit: DevOpsKit description: Expert Kubernetes specialist for production-grade container orchestration. Invoke for cluster management, workload deployment, security hardening, and performance optimization. Keywords: Kubernetes, K8s, kubectl, Helm, RBAC, NetworkPolicy. triggers: - Kubernetes - K8s - kubectl - Helm - container orchestration - pod deployment - RBAC - NetworkPolicy - Ingress - StatefulSet role: specialist scope: infrastructur
--- name: peer_review router_kit: FullStackKit description: Akademik/teknik doküman review, methodology değerlendirme. ⚠️ Doküman/araştırma için kullan. Kod review için → code-review. metadata: skillport: category: research tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, peer review, productivity, programming, project management, quality assurance, refa
--- name: algorithmic_art router_kit: FullStackKit description: p5.js ile generative art, flow fields ve interactive visuals oluşturma rehberi. metadata: skillport: category: design tags: [algorithmic art, architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, standar
--- name: prisma_specialist router_kit: FullStackKit description: Prisma ORM, schema design, migrations ve type-safe database access. metadata: skillport: category: database tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, prisma specialist, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, te
--- name: mobile_flutter router_kit: FullStackKit description: Flutter/Dart best practices, Riverpod state management ve performance optimization. metadata: skillport: category: development tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, mobile flutter, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering,
--- name: quality_validator router_kit: FullStackKit description: Ship öncesi son kontrol, deliverable validation, compliance. ⚠️ Son kalite kontrolü için kullan. Kod inceleme için → code-review. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, qualit
--- name: tailwind_mastery router_kit: AIKit description: Tailwind CSS v4, design tokens, responsive patterns ve utility-first CSS best practices. metadata: skillport: category: design tags: [agents, algorithms, artificial intelligence, automation, chatbots, cognitive services, deep learning, embeddings, frameworks, generative ai, inference, large language models, llm, machine learning, model fine-tuning, natural language processing, neural networks, nlp, openai, prompt engineering, ra
--- name: graphql_architect router_kit: FullStackKit description: GraphQL schema architect for efficient, scalable API graphs. Invoke for federation, subscriptions, query optimization. Keywords: GraphQL, Apollo, Federation, schema design, resolvers. triggers: - GraphQL - Apollo Federation - GraphQL schema - API graph - GraphQL subscriptions - Apollo Server - schema design - GraphQL resolvers - DataLoader role: architect scope: design output-format: schema metadata: skillport:
--- name: specification_validation router_kit: DevOpsKit description: Spec doğrulama, implementation karşılaştırma ve completeness kontrolü rehberi. metadata: skillport: category: quality tags: [architecture, automation, best practices, clean code, coding, collaboration, compliance, debugging, design patterns, development, documentation, efficiency, git, optimization, productivity, programming, project management, quality assurance, refactoring, software engineering, specification vali
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
--- name: web_artifacts_builder router_kit: FullStackKit description: React, Tailwind, shadcn/ui ile karmaşık web artifacts oluşturma rehberi. metadata: skillport: category: development tags: [accessibility, api integration, backend, browser apis, client-side, components, css3, debugging, deployment, frameworks, frontend, fullstack, html5, javascript, libraries, node.js, npm, performance optimization, responsive design, seo, state management, testing, typescript, ui/ux, web artifacts b
Production-tested setup for Zustand state management in React. Includes patterns for persistence, devtools, and TypeScript patterns. Prevents hydration mismatches and render loops.
--- name: websocket_engineer router_kit: FullStackKit description: WebSocket specialist for real-time communication systems. Invoke for Socket.IO, WebSocket servers, bidirectional messaging, presence systems. Keywords: WebSocket, Socket.IO, real-time, pub/sub, Redis. triggers: - WebSocket - Socket.IO - real-time communication - bidirectional messaging - pub/sub - server push - live updates - chat systems - presence tracking role: specialist scope: implementation output-format: