Lifestyle

Expert in 2000s-era music visualization (Milkdrop, AVS, Geiss) and modern WebGL implementations. Specializes in Butterchurn integration, Web Audio API AnalyserNode FFT data, GLSL shaders for audio-reactive visuals, and psychedelic generative art. Activate on "Milkdrop", "music visualization", "WebGL visualizer", "Butterchurn", "audio reactive", "FFT visualization", "spectrum analyzer". NOT for simple bar charts/waveforms (use basic canvas), video editing, or non-audio visuals.

Expert guidance for Docker Compose including multi-container applications, service definitions, networks, volumes, environment variables, health checks, and orchestration. Use this when working with Docker Compose files and container orchestration.

Conducts systematic root cause analysis using proven methodologies including Toyota's 5 Whys, Ishikawa fishbone diagrams, Pareto analysis, and fault tree analysis. Use when investigating bugs, debugging code, troubleshooting systems, diagnosing equipment failures, analyzing life problems, or identifying underlying causes of any issue across software engineering, hardware maintenance, process failures, or personal challenges.

Automatically helps debug Web Audio API issues, audio playback problems, pitch preservation, and caching issues in the VSSK-shadecn music practice app

Design innovative game mechanics using web browser APIs that create "WOW moments" impossible in other platforms. Implements 5 surprise types (rule-breaking, meta-awareness, recursive-explosion, hidden-layer, system-hacking) using LocalStorage, Canvas, Notifications, DevTools, and browser tab manipulation. Use when creating surprising game mechanics, implementing meta-game elements, or designing memorable interactive moments for web games.

Conduct structured portfolio health checks for existing Lagoon users, including risk assessment, performance analysis, rebalancing guidance, and forward projections. Activates for portfolio review, position check, and rebalancing requests.

Use when working on EVADE game UI, creating screens, styling components, or making visual decisions. Apply for any React Native code touching colors, typography, layouts, animations, or visual elements.

Use when working with trait extraction, place enrichment, or the learning loop. Load for understanding how the system learns from gameplay, how traits are extracted from Nominatim + player sessions, async queue processing, and LLM prompt configuration. Covers update_place_traits, pgmq, and edge function flow.

European football matches — upcoming games, results, and highlights for briefings.

Generate FAQ sections with proper FAQPage schema markup for therapy pages. Creates 10-12 therapy-specific questions, 50-100 word answers, and valid JSON-LD schema. Optimized for Google rich snippets (health websites still eligible). Includes CRPO-compliant language and Ontario-specific content. Use when user says "add FAQ", "FAQ schema", "improve rich snippets", or when creating/updating therapy pages.

Docusaurus build health validation and deployment safety for Claude Skills showcase. Pre-commit MDX validation (Liquid syntax, angle brackets, prop mismatches), pre-build link checking, post-build health reports. Activate on 'build errors', 'commit hooks', 'deployment safety', 'site health', 'MDX validation'. NOT for general DevOps (use deployment-engineer), Kubernetes/cloud infrastructure (use kubernetes-architect), runtime monitoring (use observability-engineer), or non-Docusaurus projects.

Analyze TraitorSim game logs, trust matrix evolution, voting patterns, mission outcomes, and emergent social behaviors. Use when examining game results, debugging gameplay issues, analyzing agent strategies, or when asked about game analysis, trust matrices, voting patterns, or emergent behaviors.

Michael Shapira's D1 swimming pathway tracking for Life OS. Manages swim times, nutrition protocol (kosher keto), recruiting outreach, and rival comparison. Events: 50/100/200 Free, 100 Fly, 100 Back. SwimCloud ID: 3250085. Use when tracking swim performance, analyzing times, managing nutrition, planning recruiting, or comparing against rivals (Soto PI:47, Gordon PI:90, Domboru PI:102).

Data visualization combined with narrative storytelling for health metrics. Implements Apple Health-inspired patterns for number-first hierarchy, time-series charts, narrative insights, and connected stories. Use when building health dashboards, metric displays, data cards, or combining quantitative data with qualitative interpretation.

Query Health and Fitness data from Apple Health app including activity, workouts, heart rate, sleep, and health metrics. Use when user asks about health stats, fitness activity, workouts, sleep data, or health metrics.

Specialized skill for AI product photography. Use when you need professional product shots, hero images, lifestyle photography, or e-commerce visuals. Triggers on: product shot, hero image, e-commerce photo. Outputs production-ready product photography.

DeFi protocol expert ensuring correct data formats, types, denominations, and API structures. MUST be consulted before writing ANY protocol integration code. Triggers on ANY mention of Aave, Compound, Uniswap, Curve, Balancer, or DeFi terms like liquidation, swap, flash loan, health factor.

DigitalOcean App Platform deployment using doctl CLI for containerized applications, web services, static sites, and databases. Includes app spec generation, deployment orchestration, environment management, domain configuration, and health monitoring. Use when deploying to App Platform, managing app specs, configuring databases, or when user mentions App Platform, app spec, managed deployment, or PaaS deployment.

Simplify crypto hard filters to essential checks only. Trigger when: (1) crypto symbols fail multiple filters, (2) data_quality/spread/trading_status fail for crypto, (3) yfinance data gaps causing false failures.

Validate Dokploy templates against conventions: YAML syntax, network structure, health checks, environment variables, security patterns, and quality standards.