生活

Set up or fix Docker Compose, Nginx edge routing, healthchecks, and service wiring for WordPress headless (MariaDB), Astro, and Supabase self-hosted in C:\digitalbitsolutions\wordpress_headless. Use when asked to make docker compose up --build work, update edge routing, or adjust .env.example/README for this WP + Astro + Supabase stack.

Handles user authentication, profile management, and personalized features using BetterAuth for the Physical AI & Humanoid Robotics textbook.

Autonomous setup and management of external service monitoring using UptimeRobot (HTTP endpoint monitoring) and Healthchecks.io (heartbeat/Dead Man's Switch monitoring). Use when setting up monitoring for Cloud Run Jobs, VM services, or investigating monitoring configuration issues. Includes Pushover integration, validated API patterns, and dual-service architecture.

GitHub Actions self-hosted runner setup and maintenance. Use when setting up dedicated runner users,migrating runners from personal accounts, troubleshooting runner issues, or implementing runner isolation.Covers systemd services, environment isolation, and skills plane integration.

Create and manage WaveCap-SDR recipe templates for common capture scenarios. Use when setting up new band plans, creating presets for trunking systems, or building reusable multi-channel configurations for marine/aviation/broadcast monitoring.

Build and maintain a personal profile from therapy sessions and journal entries. Creates a living document that accumulates self-knowledge about patterns, strengths, coping strategies, and growth over time. Unlike other skills, insights updates an existing profile rather than creating new files.

Diagnoses and debugs A2A agent communication issues including agent status, message routing, transport connectivity, and log analysis. Use when agents aren't responding, messages aren't being delivered, routing is incorrect, or when debugging orchestrator, coder-agent, tester-agent communication problems.

Codify reusable pygame patterns for entities, projectiles, movement, and sprite handling. Use when implementing pygame entities or systems that need frame-independent physics, collision detection, or sprite management. References verified patterns from project implementation.

Comprehensive guide for conda-forge recipe development. Handles legacy (meta.yaml)and modern (recipe.yaml) formats, linting, CI troubleshooting, and feedstock maintenance.Enhanced with patterns from real conda-forge feedstocks (2025).USE THIS SKILL WHEN: creating conda recipes, packaging Python/Rust/Go/C++ software,fixing conda-forge build failures, updating feedstocks, migrating to recipe.yaml format,setting up private channels, or troubleshooting conda-forge CI.

Clerk Billing and Stripe subscription management setup. Use when implementing subscriptions, configuring pricing plans, setting up billing, adding payment flows, managing entitlements, or when user mentions Clerk Billing, Stripe integration, subscription management, pricing tables, payment processing, or monetization.

Analyzes and optimizes p5.js game performance including FPS drops, particle limits, off-screen culling, object pooling, and memory usage. Use when checking performance, experiencing lag, frame stuttering, or when optimizing for late-game waves with hundreds of entities.

iOS (Swift, SwiftUI), Android (Kotlin, Compose), cross-platform (Flutter, React Native), and game development (Unity, Unreal). Master mobile and games.

Comprehensive nutrition toolkit for estimating, logging, and analysing what Thomas eats.

Expert D&D 5th Edition (2014 PHB) character sheet manager and game master assistant. Use when creating characters, leveling up, calculating ability modifiers, managing spells, tracking hit points, updating equipment, applying class features, or answering rules questions about D&D 5e.

Work with the NNT (Nakul Notation Tool) compiler - parse music notation shorthand, query musical structures, and export to MusicXML, ABC, and other formats for PhD research and educational content

Review overall codebase health, architecture, and patterns using Google's engineering principles. Takes optional focus area. Use when the user wants to review code quality, assess architecture, or says "/review-codebase" or "/review-codebase 'API layer'".

Expert guidance on machine learning and feature engineering for fantasy football player projection models. Use this skill when building predictive models, engineering features from player statistics, selecting appropriate ML algorithms, or addressing sports-specific ML challenges. Covers feature engineering patterns, model selection frameworks, validation strategies, and interpretability techniques for fantasy football analytics.

This skill should be used when the user asks to "write an economics paper", "draft a working paper", "edit finance writing", "review my econ paper", "write for a journal", or needs guidance on economics and finance writing. Based on McCloskey's "Economical Writing" with discipline-specific word lists and examples.

Comprehensive guide for conda-forge recipe development. Handles legacy (meta.yaml)and modern (recipe.yaml) formats, linting, CI troubleshooting, and feedstock maintenance.Enhanced with patterns from real conda-forge feedstocks (2025).USE THIS SKILL WHEN: creating conda recipes, packaging Python/Rust/Go/C++ software,fixing conda-forge build failures, updating feedstocks, migrating to recipe.yaml format,setting up private channels, or troubleshooting conda-forge CI.

Kailash Kaizen - production-ready AI agent framework with signature-based programming, multi-agent coordination, and enterprise features. Use when asking about 'AI agents', 'agent framework', 'BaseAgent', 'multi-agent systems', 'agent coordination', 'signatures', 'agent signatures', 'RAG agents', 'vision agents', 'audio agents', 'multimodal agents', 'agent prompts', 'prompt optimization', 'chain of thought', 'ReAct pattern', 'Planning agent', 'PEV agent', 'Tree-of-Thoughts', 'pipeline patterns', 'supervisor-worker', 'router pattern', 'ensemble pattern', 'blackboard pattern', 'parallel execution', 'agent-to-agent communication', 'A2A protocol', 'streaming agents', 'agent testing', 'agent memory', 'agentic workflows', 'AgentRegistry', 'OrchestrationRuntime', 'distributed agents', 'agent registry', '100+ agents', 'capability discovery', 'fault tolerance', or 'health monitoring'.