video-motion-graphics
Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.
Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.
Work with vector databases for RAG, embeddings, and semantic search using ChromaDB or similar. Use when building knowledge bases for PSI Engine or AI-powered search.
Review workflow for AI/LLM output usage to prevent over-trust, injection, and unsafe automation.
Design and orchestrate multi-agent AI systems with knowledge harvesting, agent collaboration, and learning loops. Use when working on PSI Engine or similar autonomous agent projects.
LLM prompt optimization and design patterns. Use for crafting effective prompts, chain-of-thought, and AI integration.
AI-powered code refactoring and modernization. Use this skill for code cleanup, technical debt reduction, framework migration, and improving code quality.
Implement auto-retry, resume mechanisms, and graceful error recovery. Use when building resilient systems like TikTok Uploader that need to handle failures gracefully.
Docker and Kubernetes workflows for containerization. Use for building containers, orchestration, and cloud-native deployments.
Use when designing new subsystem, comparing implementation approaches, or user asks how other frameworks handle something. Use when researching Laravel, Rails, AdonisJS, Inertia.js, or similar framework patterns.
Create algorithmic art using p5.js with seeded randomness, flow fields, and particle systems. Use when you need to generate generative art, create computational aesthetics, or build interactive artistic visualizations. Automatically activates when discussing: "generative art", "algorithmic art", "p5.js visualization", "computational aesthetics".
Provides correct Payload CMS v3 endpoint patterns and logger API usage. Use when writing or fixing REST API endpoints, custom handlers, or when encountering TypeScript errors with req.data, req.cookies, or logger calls.
TanStack Start full-stack React framework patterns. Use when working with file-based routing, API routes, server handlers, TanStack Router layouts, or integrating AI/MCP features in this codebase.
Use when designing animations for shopping apps, product catalogs, checkout flows, or retail experiences
Use when the animation domain is unclear or spans multiple contexts—provides general-purpose Disney animation principle guidance.
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.
Diagnose and fix ApraPipes CI/CD build failures across all platforms (Windows, Linux x64/ARM64, Jetson, macOS, Docker). Handles vcpkg dependencies, GitHub Actions workflows, self-hosted CUDA runners, and platform-specific issues. Use when builds fail or when modifying CI configuration.
AI-assisted code review for bugs, style, performance, and security issues. Use this skill when reviewing code changes, pull requests, or when asked to check code quality.