Essential command-line tools and system utilities.
⚡ PRIMARY TOOL for: 'what's the architecture', 'system design', 'how are layers organized', 'find design patterns', 'audit structure', 'map dependencies'. Uses claudemem v0.3.0 AST structural analysis with PageRank. GREP/FIND/GLOB ARE FORBIDDEN.
Component specification toolkit for breaking software projects into discrete, buildable blocks. Create detailed specifications with interfaces, dependencies, test criteria, and effort estimates for Claude Code to build incrementally.
Cross-repository swarm orchestration for organization-wide automation and intelligent collaboration. Use for multi-repo coordination, synchronized operations, dependency management, and organization-wide policy changes.
Use this agent when you need to analyze code changes from an architectural perspective, evaluate system design decisions, or ensure that modifications align with established architectural patterns. This includes reviewing pull requests for architectural compliance, assessing the impact of new features on system structure, or validating that changes maintain proper component boundaries and design principles. <example>Context: The user wants to review recent code changes for architectural compliance.\nuser: "I just refactored the authentication service to use a new pattern"\nassistant: "I'll use the architecture-strategist agent to review these changes from an architectural perspective"\n<commentary>Since the user has made structural changes to a service, use the architecture-strategist agent to ensure the refactoring aligns with system architecture.</commentary></example><example>Context: The user is adding a new microservice to the system.\nuser: "I've added a new notification service that integrates with our
Debug production issues, analyze logs, and fix deployment failures. Masters monitoring tools, incident response, and root cause analysis. Use PROACTIVELY for production debugging or system outages.
Track performance benchmarks and detect regressions exceeding 10% threshold. Analyze historical trends and alert on degradation. Calculate regression score (0.00-1.00) for performance health. Integrate with Serena for continuous monitoring. Use when: monitoring performance, detecting regressions, analyzing performance trends, optimizing slow components, validating performance fixes.
Safe refactoring strategies with Claude Code - large-scale changes, validation, rollback
Master asynchronous JavaScript patterns including callbacks, promises, async/await, event loop mechanics, and real-world async patterns.
Analyzes existing codebases to document architecture OR helps design architecture for new projects. Creates comprehensive architecture.md with tech stack, components, data flow, and architectural decisions.
⚡ 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.
Complete backend development guide covering Node.js, Python, Go, Java, PHP, databases, APIs, authentication, and server architecture. Use when building server applications, APIs, or backend systems.
Expertise in CI/CD pipeline creation, process automation, and team workflow optimization. Activates when working with "automate", "pipeline", "workflow", "CI/CD", "process", or automation tools.
Verify DDD patterns, Clean Architecture boundaries, and bITdevKit-specific conventions in modular monolith projects
Provides API design guidelines for REST, GraphQL, versioning, logging, observability, and architecture patterns. Use when designing APIs, reviewing architecture, implementing microservices, or setting up monitoring.
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.
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.
End-to-end project orchestration from idea to implementation. Use when user wants to build a complete project, implement an MVP, or says "build this app/feature". Coordinates product-design, architecture, task-decomposition skills, then delegates to task-spec-generator, task-implementer, and code-reviewer agents for execution. Resumable—introspects filesystem and git state to pick up where it left off if interrupted.
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.
This skill should be used when the user asks to "add logging", "implement metrics", "add tracing", "configure Prometheus", "setup OpenTelemetry", "add health checks", "monitor API", or mentions observability, APM, monitoring, structured logging, distributed tracing, or Grafana. Provides comprehensive observability patterns.
Web API development conventions for Adynato projects. Covers API routes, middleware, authentication, error handling, validation, and response formats for Next.js and Node.js backends. Use when building or modifying API endpoints, server actions, or backend logic.
CTO Platform lifecycle expertise - Play workflow orchestration, intake processing, MCP tools, and agent sequencing. Use when managing the full development lifecycle from PRD to deployed code.
Repo-wide rules, task workflow, and quality gates for this portfolio project. Use at the start of any task or when making cross-cutting decisions.
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.
