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PostgreSQL database specialist for query optimization, schema design, security, and performance. Incorporates Supabase best practices and Row Level Security patterns.

Flutter and Dart code reviewer. Reviews widget best practices, state management patterns, Dart idioms, performance pitfalls, accessibility, and clean architecture violations. Library-agnostic.

Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance.

Expert Java and Spring Boot code reviewer specializing in layered architecture, JPA patterns, security, and concurrency.

Kotlin and Android/KMP code reviewer. Reviews idiomatic patterns, coroutine safety, Compose best practices, clean architecture violations, and common Android pitfalls.

Expert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns.

Expert TypeScript/JavaScript code reviewer specializing in type safety, async correctness, Node/web security, and idiomatic patterns.

Operate long-lived agent workloads with observability, security boundaries, and lifecycle management patterns for enterprise deployments.

Quality gates, eval checkpoints, and recovery controls for continuous autonomous agent loops. Patterns for safe loop operation with stall detection and intervention hooks.

Use when the user asks to design multi-agent systems, create agent architectures, define agent communication patterns, or build autonomous agent workflows.

Agentic engineering operating model: eval-first execution, task decomposition, cost-aware model routing by complexity, and structured agent workflow patterns.

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, patterns to catch blind spots where the same model writes and reviews code.

Engineering operating model for teams where AI agents generate a large share of implementation output. Role redefinition and workflow patterns.

Clean Architecture for Android and KMP: module structure, dependency rules, UseCases, Repositories, and data layer patterns.

Autonomous agent loop architectures from simple to complex: sequential pipelines, infinite agentic loops with quality gates, continuous PR loops with CI gates, de-sloppify cleanup passes, and RFC-driven multi-agent DAG orchestration with merge queues.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

Backend architecture patterns: repository/service/controller layers, database query optimization, Redis caching, background jobs, middleware chains, and structured error handling.

Logistics carrier management patterns: rate negotiation tracking, performance scorecards, capacity allocation, lane optimization, contract management, and carrier compliance monitoring.

Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.

Production deployment workflows: rolling/blue-green/canary strategies, CI/CD pipeline patterns, Docker multi-stage builds, health checks, readiness probes, rollback strategies, and environment-specific configuration management.

ClickHouse database patterns: columnar query optimization, MergeTree engine selection, materialized views, data ingestion pipelines, partition strategies, and high-performance analytical workload design.

Compose Multiplatform and Jetpack Compose: state management, navigation, theming, performance, and platform-specific UI patterns.

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. Legacy version superseded by v2 instinct system.

Trade compliance automation patterns: HS classification, tariff calculation, denied party screening, export controls, FTZ management, customs brokerage workflows, and regulatory audit trails for cross-border commerce.

Zero-downtime database migration patterns: forward-only production migrations, concurrent index creation, nullable column additions, separate schema vs data migrations, rollback planning.

Django architecture patterns: REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

Docker and Docker Compose patterns: multi-service orchestration for local development, bind mounts with anonymous volume isolation, container networking, multi-stage Dockerfile optimization, container security hardening, and volume backup strategies.

Sequential to DAG orchestration architectures

Messages API, streaming, tool use, caching

Extract patterns from sessions

Zero-downtime migrations with rollback strategies

DRF, ORM, caching, signals, middleware

Widget patterns, state management, Dart idioms

React/Next.js composition and performance

Error handling, interfaces, goroutines, channels

Entities, queries, transactions, pooling

Routing DSL, plugins, auth, WebSockets

Null safety, sealed classes, coroutines, DSLs

Eloquent, queues, events, API resources

Hydration safety, SSR data fetching

OWASP Top 10 checklist with code patterns for web security

Modern Perl 5.36+, Moose, CPAN

Index selection, RLS, connection pooling, Supabase patterns

PEP 8, type hints, dataclasses, async

Ownership, traits, concurrency, error handling

Layered services, data access, caching

@Observable, navigation, composition