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…
Integration testing with Sentry for error tracking, performance monitoring, and release health verification in production environments.
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.
A change touching Sentry — `Sentry.init`, `@sentry/react`, `@sentry/nextjs`, `@sentry/react-native`, `withSentryConfig`, `getSentryExpoConfig`, a DSN, an auth token, source maps,…
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…
Full Sentry SDK setup for NestJS. Use when asked to "add Sentry to NestJS", "install @sentry/nestjs", "setup Sentry in NestJS", or configure error monitoring, tracing, profiling,…
Full Sentry SDK setup for Next.js. Use when asked to "add Sentry to Next.js", "install @sentry/nextjs", or configure error monitoring, tracing, session replay, logging, profiling,…
Full Sentry SDK setup for Node.js, Bun, and Deno. Use when asked to "add Sentry to Node.js", "add Sentry to Bun", "add Sentry to Deno", "install @sentry/node", "@sentry/bun", or…
Full Sentry SDK setup for PHP. Use when asked to "add Sentry to PHP", "install sentry/sentry", "setup Sentry in PHP", or configure error monitoring, tracing, profiling, logging,…
Review a project's PRs to check for issues detected in code review by Seer Bug Prediction. Use when asked to review or fix issues identified by Sentry in PR comments, or — from…
Production deployment checklist for Sentry integration. Use when preparing a production deployment, auditing an existing Sentry setup, or running a go-live readiness review.
Full Sentry SDK setup for Python. Use when asked to "add Sentry to Python", "install sentry-sdk", "setup Sentry in Python", or configure error monitoring, tracing, profiling,…
Manage Sentry rate limits, quotas, and event volume optimization. Use when hitting 429 errors, tuning sampleRate/tracesSampleRate, filtering noisy browser errors with beforeSend,…
Full Sentry SDK setup for React Native and Expo. Use when asked to "add Sentry to React Native", "install @sentry/react-native", "setup Sentry in Expo", or configure error…
Full Sentry SDK setup for React Router Framework mode. Use when asked to "add Sentry to React Router Framework", "install @sentry/react-router", or configure error monitoring,…
Full Sentry SDK setup for React. Use when asked to "add Sentry to React", "install @sentry/react", or configure error monitoring, tracing, session replay, profiling, or logging…
Design production-grade Sentry architecture for multi-service organizations. Use when planning Sentry rollout, structuring projects across teams, building shared config modules,…
Full Sentry SDK setup for Ruby. Use when asked to add Sentry to Ruby, install sentry-ruby, setup Sentry in Rails/Sinatra/Rack, or configure error monitoring, tracing, log — from…
Full Sentry SDK setup for Svelte and SvelteKit. Use when asked to "add Sentry to Svelte", "add Sentry to SvelteKit", "install @sentry/sveltekit", or configure error monitoring,…
Upgrade Sentry SDK versions and migrate breaking API changes. Use when upgrading from Sentry v7 to v8, migrating Python SDK v1 to v2, replacing deprecated Hub/Transaction APIs, or…
Guides AI agents through Senzing entity resolution workflows using the Senzing MCP server. Covers data mapping to Senzing format, SDK code generation (Python, Java, C#, Rust,…
Use when when evaluating whether an MS data processing platform (such as mzmine) supports the full range of separation/ionization techniques your laboratory uses, or when…
Use when a user explicitly requests Sepia refactor for minimal in-place prose revision.
Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. Use when creating sequences from strings, modifying sequence data in-place, or building anno — from…
Sequelize ORM patterns — models, associations, migrations, transactions, hooks, TypeScript support
Work with FASTQ quality scores using Biopython. Use when analyzing read quality, filtering by quality, trimming low-quality bases, or generating quality reports.
Use this when: why is this broken, how should I approach this, I can't figure out the root cause, walk me through the trade-offs, what's the best architecture for, help me think…
Reviews serde serialization code for derive patterns, enum representations, custom implementations, and common serialization bugs.
Architectural analysis workflow using Serena symbols and Forgetful memory. Use when you say "analyze the architecture of this project", "map out the codebase structure" — from…
Architectural analysis workflow using Serena symbols and Forgetful memory. Use when analyzing project structure, documenting architecture, creating component entities, or — from…
Serena MCP for project memory and code navigation. Use when managing Serena memories, navigating symbols, performing intelligent refactoring, or maintaining context/continuity…
Generates Serenity BDD tests in Java with Screenplay pattern, rich reporting, and Cucumber integration. Use when user mentions "Serenity", "Screenplay", "@Steps", "Serenity BDD".
Java BDD testing with Serenity BDD framework using the Screenplay pattern, Cucumber integration, step libraries, comprehensive reporting, and living documentation generation.
Use when creating, editing, or pressure-testing a `.agents/skills/*/SKILL.md` in Sergeant — applies TDD to skill content; UA: пишеш або редагуєш SKILL.md.
Use when implementing Serinus real-time features with WebSockets or Server-Sent Events, including WsModule, WebSocketGateway, SseModule, SseController, and SseEmitter.
Set up CI/CD for SerpApi integrations with fixture-based testing. Use when automating SerpApi tests without consuming credits, or validating search result parsing in CI.
Collect SerpApi debug diagnostics: account status, recent searches, and error logs. Use when troubleshooting SerpApi issues, checking credit usage, or preparing support tickets.
Deploy SerpApi-powered search features to production platforms. Use when deploying search APIs, configuring backend proxies, or setting up SerpApi in serverless environments.
Run your first SerpApi search -- Google, Bing, or YouTube results as JSON. Use when starting with SerpApi, testing search queries, or learning the structured result format.
Install SerpApi client and configure API key authentication. Use when setting up SerpApi for search result scraping, configuring API keys, or initializing the serpapi Python/Node…
Optimize SerpApi performance with caching, async searches, and result filtering. Use when reducing latency, minimizing credit consumption, or optimizing search throughput.
Handle SerpApi rate limits and credit-based usage quotas. Use when managing API credit consumption, implementing request throttling, or optimizing search volume for your plan…
Production architecture for SerpApi search services with caching, monitoring, and multi-engine support.
Lead by serving using Greenleaf's 10 characteristics. Use when empowering teams, removing obstacles, or building trust-based leadership.
Deploys a trained ML model to production — packaging it with the identical training-time preprocessing, registering a versioned model+code+data triple, serving via batch or online…
Use when pushing realtime updates to connected clients over WebSockets (a socket.io / WS gateway) — authenticating the socket at the handshake (once, not per message), joining…
Arquitectura backend NestJS con DDD (Domain-Driven Design), Prisma ORM, PostgreSQL, Redis y JWT Auth.