Kubernetes workload patterns, resource management, RBAC, probes, autoscaling, ConfigMap/Secret handling, and kubectl debugging for production-grade deployments.

Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.

Core software engineering principles for code style, documentation, and development workflow. Applies when editing code, working in software repositories, or performing software development tasks.

Deploy ERC20 tokens with Uniswap V4 pools on Base, Ethereum, Arbitrum

Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI pipeline execution, use simplify-and-harden-ci.

Configure SceneView environment settings including lighting, weather, shadows, atmosphere, backgrounds, and underground navigation. Use for realistic 3D visualizations.

Work with coordinate systems, projections, and coordinate conversion. Use for transforming coordinates and displaying position in multiple formats.

Systematically map threat actor behavior and observed IOCs to the MITRE ATT&CK framework, build technique coverage heatmaps with the ATT&CK Navigator, identify detection gaps, and produce actionable threat intelligence reports across the Enterprise, Mobile, and ICS matrices. Use when analyzing threat actor TTPs, correlating IOCs to specific ATT&CK techniques, or assessing defensive detection coverage against adversary behavior.

Map advanced persistent threat (APT) group TTPs to the MITRE ATT&CK framework using the attackcti Python library to query STIX/TAXII data for group-technique associations, then generate ATT&CK Navigator layer files to visualize and compare defensive coverage against adversary profiles. Use when profiling an APT group's techniques, building Navigator coverage heatmaps, or assessing technique coverage gaps against a specific threat actor.

Mobile UI patterns - React Native, iOS/Android, touch targets

PostHog analytics, event tracking, feature flags, dashboards

Firebase Firestore, Auth, Storage, real-time listeners, security rules

Shopify app development - Remix, Admin API, checkout extensions

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing

Schema awareness - read before coding, type generation, prevent column errors

WooCommerce REST API - products, orders, customers, webhooks

gh, vercel, supabase, render CLI and deployment platform setup

Technical SEO - robots.txt, sitemap, meta tags, Core Web Vitals

Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API