CI/CD

Research pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark. Use when (1) building physics-guided GNNs for power flow (PF), optimal power flow (OPF), or cascading failure prediction, (2) implementing self-supervised pretraining for power systems, (3) evaluating cascade explanation fidelity against ground-truth masks, or (4) conducting reproducible ML-for-power-systems research. Triggers include "PowerGraph", "power flow GNN", "OPF surrogate", "cascade prediction", "physics-guided GNN", "grid analytics ML", "power system representation learning".

Web infrastructure for Hostinger VPS - Nginx reverse proxy, SSL/Let's Encrypt, configuration audit, and application deployment (INCLUZ'HACT). Use for site configuration, SSL setup, 502/504 errors, or deployments.

Real provider network data integration using local NPPES registry. Provides actual NPIs, provider names, specialties, and locations for cross-product integration.

Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation

Create ASCII art banners using figlet. Use this when the user asks for big text, banners, or ASCII art.

Analyzes and compares health insurance plans (individual vs group), calculates costs, verifies networks, and generates formatted comparison reports for decision-making

Crafts the pre-launch email sequence for VIPs and main list to build anticipation, drive preview traffic, and prime early conversion.

Create new project templates or customize existing ones with CI/CD, tooling, and AI integration. USE THIS SKILL when user says "create template", "new template for", "customize template", "add template", or wants to build a new language/framework template.

Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use when someone seeks the philosophical foundation of animation principles, wants to understand why they work, or is at a teaching/mentorship level

Comprehensive platform viability assessment tool based on Azoulay & Tucker's framework. Use when evaluating platform business ideas, assessing platform-market fit, preparing for investor pitches, or deciding between platform vs traditional business models. Analyzes coring, seeding, tipping, network effects, and competitive dynamics.

This skill should be used when you need AI debate with multiple perspectives, analyzing trade-offs, evaluating pros and cons, deep code analysis, or multi-model reasoning. Ideal for subjective decisions, architectural trade-offs, and complex problems requiring synthesis of different viewpoints. Complements opus-subagent for structured multi-step workflows.

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.

Deploy Docusaurus static site to GitHub Pages for automated CI/CD pipeline.Bundled resources: GitHub Actions workflow, docusaurus.config.js deployment block, homepage redirect, i18n scaffolding.Use when setting up new Docusaurus project, adding CI/CD, or migrating to automated deployment.

PROACTIVELY invoke this skill for any task, problem, or decision requiring structured thought, fresh perspectives, or 'out-of-the-box' thinking. Provides unified thinking frameworks for strategic thinking, prioritization, and problem analysis.

Reviews plot structure, story beats, logic flow, and narrative continuity to identify contradictions, plot holes, pacing issues, or unrealistic elements.

Multi-tenancy patterns for Dokploy templates with network isolation: separate docker networks per tenant, shared infrastructure, and tenant-specific configuration.

20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU debugging. Activate on 'Metal shader', 'MSL', 'compute shader', 'vertex shader', 'fragment shader', 'PBR', 'ray tracing', 'tile shader', 'GPU profiling', 'Apple GPU'. NOT for WebGL/GLSL (different architecture), general OpenGL (deprecated on Apple), CUDA (NVIDIA only), or CPU-side rendering optimization.

Guides Claude in writing idiomatic, efficient, well-structured Rust code using proper data modeling, traits, impl organization, macros, and build-speed best practices.