生活

Persistent memory system for AI agents with semantic, episodic, and procedural memory types. Use when users want to (1) remember facts, preferences, or context across sessions, (2) track interaction history and experiences, (3) store reusable workflows or procedures, (4) build personalized agents that learn from conversations, or (5) implement any form of long-term memory for AI applications.

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

Modern Search Engine Optimization with GEO, AI Overviews optimization, and industry-specific strategies for E-commerce, SaaS, Healthcare, Real Estate, Restaurant, Law Firm, Finance, Travel, and Education industries

Manage the Obsidian vault at ~/dev/personal/obsidian/trobrock - create, edit, and organize personal notes, projects, and travel plans

Use when setting up project-specific development tools or after analyzing a codebase - generates custom MCP server with semantic search, project-aware tools, and health monitoring capabilities. Works with both basic and enhanced modes. Do NOT use if generic popkit commands are sufficient or for small projects where MCP server overhead isn't justified - stick with built-in tools for simple workflows.

Deploys WitchCityRope to staging environment on DigitalOcean. Automates build, registry push, server deployment, database migrations (if needed), health verification, and rollback capability. SINGLE SOURCE OF TRUTH for staging deployment automation.

Operate and validate mjr.wtf observability endpoints (/health, /metrics) and logging-related behavior. Use when adding metrics, changing auth around metrics, or debugging production-like issues.

Personal knowledge management system for founders, creators, and builders. Manages personal brand, content creation, network relationships, goals, and provides voice/tone consistency for content generation.

ADHD-optimized task state machine with abandonment detection and interventions. Use when: (1) user initiates any task, (2) providing solutions to problems, (3) detecting context switches, (4) user says "done", "completed", "finished", (5) session ends with pending tasks, (6) >30 minutes since solution provided. Tracks complexity, clarity, domain (BUSINESS/MICHAEL/FAMILY/PERSONAL), and triggers interventions.

Run CLI dev tools for game development (world inspection, benchmarks, assets, simulation). Use when user wants to 'check performance', 'inspect world', 'validate assets', 'stress test', or asks about new CLI features.

habit-formation for enhanced learning effectiveness and personal development.

Game audio design patterns for creating sound effects and UI audio. Use when designing sounds for games, writing AI audio prompts (ElevenLabs, etc.), creating feedback sounds, or specifying audio for abilities/UI. Includes psychological principles from Kind Games, volume hierarchy, frequency masking prevention, and prompt engineering for AI audio generation.

Develop, test, build, and deploy Godot 4.x games. Includes GdUnit4 for GDScript unit tests and PlayGodot for game automation and E2E testing. Supports web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.

Guide for balancing new Heart Rush content including talents, races, bloodmarks, and progression. Use when creating or modifying game mechanics to ensure they fit the existing power curve.

Market sizing, epidemiology, and commercial opportunity assessment fordrug development. Use for market forecasts, opportunity evaluation, andinvestment decisions.Keywords: market, epidemiology, prevalence, forecast, sizing, opportunity

Gaming ecosystem for Bazzite. Steam fixes, Proton troubleshooting, EmuDeck emulation,Decky Loader plugins, Sunshine game streaming, frame generation, and media apps.Use when users need help with gaming on Bazzite.

study-skills for enhanced learning effectiveness and personal development.

Track pharmaceutical M&A, licensing, and investment deals. Use for competitiveintelligence, market analysis, and identifying partnership opportunities.Keywords: deals, M&A, licensing, partnership, collaboration, acquisition, pharma deals

Guide for authoring output-styles that transform Claude's behavior and personality. Use when creating, writing, designing, building, reviewing, or improving output-styles, persona modes, or behavior modifications. Helps with style files, keep-coding-instructions decisions, persona design, and choosing between output-styles, agents, and skills. Expert in style best practices.

Complete workflow to refresh the entire media stack after changes - cleanup Real-Debrid, restart Zurg/Rclone mounts, clear caches, verify mount health, and trigger Jellyfin library scan. Use this after deleting torrents, when mount shows stale data, after configuration changes, or when content doesn't sync between RD and Jellyfin.