async-boundary-optimization
Optimize async boundaries to balance responsiveness, streaming, and error containment.
আপনার এজেন্টের জন্য উপযুক্ত সক্ষমতা খুঁজে নিন।
Optimize async boundaries to balance responsiveness, streaming, and error containment.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns.
Master asynchronous JavaScript patterns including callbacks, promises, async/await, event loop mechanics, and real-world async patterns.
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
Observer Pattern (Callbacks) pattern for C development
SaaS architecture, multi-tenancy, and subscription management
Email, notifications, and messaging system patterns
Expert-level telecommunications systems, network management, billing, 5G, SDN, and telecom infrastructure
⚡ PRIMARY TOOL for: 'why is X broken', 'find bug source', 'root cause analysis', 'trace error', 'debug issue', 'find where X fails'. Uses claudemem v0.3.0 AST with context command for call chain analysis. GREP/FIND/GLOB ARE FORBIDDEN.
Create a resource service for CRUD operations on domain entities. Use when creating services for entities like notes, users, courses that need data operations, authorization, and event emission. Triggers on "resource service", "entity service", "crud service", "note service", "create service for".
Expert code simplification specialist focused on enhancing clarity, consistency, and maintainability while preserving exact functionality. Use for
Debug and troubleshoot SEA-Forge™ services using OpenTelemetry traces, metrics, and logs. Use for investigating performance issues, distributed tracing, log analysis, and production incident response. Integrates with OTel Collector, OpenObserve, and Logfire.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.
Structured cross-review protocol between specialized agents. Ensures scope alignment, priority calibration, and domain-aware feedback. Use when one agent reviews another's work, during handoffs, or when validating cross-cutting concerns.
Decide when to use n8n workflows versus Next.js server actions for backend logic. Use when implementing complex multi-step workflows, AI agent pipelines, or external service integrations. Provides patterns for both runtime webhook integration and development-time architectural decisions.
Modern development process patterns for shipping faster with higher quality
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.
Validate and update bidirectional traceability across SDD artifacts
Master plugin folder structure, manifest design, and architectural patterns. Learn to organize plugins for scalability and maintainability.
Response-Aware Development (RAD) - Systematic verification of code assumptions using multi-model AI analysis. Auto-activates on keywords assumption, verify assumptions, list assumptions, RAD, response-aware, assumption tags, critical assumptions, assumption verification. Routes to verification, listing, and testing workflows.