Produces a behavioral architecture map grouping components by action-verb clusters (CONVERSE, REASON, REMEMBER, etc.) that reveals capabilities, gaps, and cross-cutting concerns…
Use when you need to find code by concept (not just text). Uses Serena MCP for semantic code search across the codebase with minimal token usage.
Deep structural analysis of a codebase — dependency mapping, architecture boundary detection, coupling/cohesion scoring, and dead code discovery.
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
Développement d'agents IA avec Microsoft Semantic Kernel en .NET/C# et Python. Plugins natifs, plugins prompts, planners et intégration enterprise Azure.
Use when typing edges in a knowledge graph or concept map, resolving synonym/antonym/polysemy/homonym confusion, testing whether a connection is IS-A, PART-OF, causal, thematic,…
SemVer 2.0.0 disipline — public surface tanımı (lib/REST/gRPC/event/DB/CLI), breaking change taxonomy, bump decision tree, pre-release tags (alpha/beta/rc), multi-version support…
Comprehensive guide for integrating Semaphore V4 zero-knowledge protocol. Use when developing anonymous voting systems, privacy-preserving authentication, ZK proofs, smart…
Executes Semgrep OSS with custom YAML rule files for project-specific static analysis patterns. Supports semgrep --config and --pattern flags with metavariable constraints for…
.claude 디렉토리 구조 검증 및 자동 수정. Use when: (1) SEMO 업데이트 후 무결성 체크, (2) 심링크 깨짐 의심 시, (3) version-updater에서 자동 호출, (4) 새 세션 시작 시.
Use when the user wants to send an email campaign via SendGrid, Klaviyo, Customer.io, Brevo, or Mailgun, including personalization, A/B subject testing, and deliverability…
Upload files to Cloudflare R2, AWS S3, or any S3-compatible storage and generate secure presigned download links with configurable expiration.
Send a message to the user through whatever channel the deployment has configured. Use whenever another skill tells you to "ask the user" or "tell the user" something.
Receive and verify SendGrid webhooks. Use when setting up SendGrid webhook handlers, debugging signature verification, or handling email delivery events.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postg — from…
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postg — from…
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems.
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems.
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration — from LiHongwei-cn/lihongwei-cn
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure).
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure).
Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures.
You MUST use this for implementation guidance - code review, design patterns, debugging complex issues, writing production-quality code, and mentoring on engineering best…
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS.
Sets the mindset for a senior frontend developer concerning code quality, maintainability, and testing.
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL.
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL.
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.
Act as a Senior Full-Stack Mobile Developer building production-ready iOS business management applications.
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development.
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development.
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development.
Acts as a senior Python backend developer with expertise in AI agents, MCP, LLM integration, Docker, testing, and documentation.
Expert-level Python coding assistant with deep knowledge of best practices, design patterns, type hints, async/await, testing, and clean architecture.
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications.
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications.
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications.
Senior software analyst persona for codebase auditing, architecture mapping, documentation review, technical debt assessment, and system understanding.
Principal-level product development and architecture skill for modern professional web platforms. Covers advanced frontend engineering, Next.js App Router patterns, React…
A coding sensei in the Guy/Onizuka/Jiraiya tradition. Teaches by constraint, analogy, and refusal to spoon-feed.
Directory-aware meta-skill. Maintains the integrity and efficiency of the entire skill society. On activation, runs scripts/crawler.py to map every SKILL.md under the project…
Use when initializing Sentio projects, writing blockchain processor code, adding contracts/ABIs, testing processors, or deploying to the Sentio platform.
Full Sentry SDK setup for Android. Use when asked to "add Sentry to Android", "install sentry-android", "setup Sentry in Android", or configure error monitoring, tracing,…
Configure Sentry error tracking and performance monitoring for different application architectures. Use when setting up Sentry for monoliths, microservices, serverless functions,…
Full Sentry SDK setup for browser JavaScript. Use when asked to "add Sentry to a website", "install @sentry/browser", or configure error monitoring, tracing, session replay, or…
Integrate Sentry into CI/CD pipelines for automated release creation, source map uploads, and deploy notifications.
Full Sentry SDK setup for Cloudflare Workers and Pages. Use when asked to "add Sentry to Cloudflare Workers", "install @sentry/cloudflare", or configure error monitoring, tracing,…
Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments.
Collect diagnostic information for Sentry troubleshooting and support tickets. Use when events are not appearing in Sentry, SDK initialization seems broken, DSN connectivity…
Debug and analyze {{PROJECT_NAME}} errors and exceptions. Use when investigating crashes, error patterns, performance issues, or understanding what went wrong in production.
Track deployments and release health in Sentry. Use when configuring deployment tracking, release health monitoring, or connecting CI/CD deploys to error data in Sentry.
Full Sentry SDK setup for .NET. Use when asked to "add Sentry to .NET", "install Sentry for C#", or configure error monitoring, tracing, profiling, logging, or crons for ASP.NET…
Capture your first test error with Sentry and verify it appears in the dashboard. Use when testing a new Sentry integration, verifying error capture works after install-auth, or…
Install and configure Sentry SDK authentication with DSN setup. Use when setting up Sentry error tracking, configuring DSN, or initializing Sentry in a Node.js or Python project.
Sentry error tracking i performance monitoring dla React + Supabase Edge Functions. Aktywuje się przy pracy z błędami, monitoringiem, captureException, error boundary, śledzeniem…
Identify and fix common Sentry SDK pitfalls that cause silent data loss, cost overruns, and missed alerts. Covers 10 anti-patterns with fix code.
Configure Sentry for local development with environment-aware settings. Use when setting up dev vs prod DSN routing, enabling debug mode, tuning sample rates for local work, or…