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Develop agentic software and multi-agent systems using Google ADK in Python

Working Backwards PRFAQ challenge to forge product concepts. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.

Evaluate any address for home buyers and renters. Get nearby schools, transit, grocery stores, parks, restaurants, and walkability using Camino AI's location…

Scans source code, configuration files, and git history for hardcoded credentials, API keys, and tokens. Use when auditing repositories for security leaks or…

Determine when a product, platform, or communication crosses the regulatory line from education into investment advice requiring registration. Use when the…

Diagnose and fix React codebase health issues. Use when reviewing React code, fixing performance problems, auditing security, or improving code quality.

Create error boundaries, error handling, and fallback UIs for React applications. Use when implementing error handling, creating fallback components, or…

Production MLOps covering CI/CD, serving, drift monitoring, and GenAI security. Use when deploying or operating ML and LLM systems in production.

Creates Architecture Decision Records documenting key technical decisions with context, alternatives considered, tradeoffs, consequences, and decision owners.…

Expert in creating clear, comprehensive technical documentation with Nextra (Next.js-based docs framework), MDX, and modern documentation patterns. Use for…

Scans code for security vulnerabilities including injection attacks, authentication flaws, exposed secrets, insecure dependencies, and data exposure. Use when…

Comprehensive Finance API integration skill for real-time and historical financial data analysis, market research, and investment decision-making. Priority use…

C++ and Rust memory model skill for concurrent programming. Use when understanding memory ordering, writing lock-free data structures, using std::atomic or…

React Native Reanimated 4.x animation patterns. Use when adding animations, transitions, entering/exiting effects, or gesture-driven animations to React Native…

ELF binary inspection skill for Linux. Use when examining ELF executables or shared libraries with readelf, objdump, nm, or ldd to understand symbol…

Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts.

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.

Build, validate, and publish Obsidian plugins following official community submission standards. Use when developing an Obsidian plugin from scratch, reviewing existing plugin code, fixing ESLint violations from eslint-plugin-obsidianmd, preparing a plugin for community directory submission, or applying Obsidian-specific best practices (memory management, type safety, accessibility, CSS variables, vault API). Triggers on: obsidian plugin, obsidian development, obsidian-plugin, create obsidian plugin, obsidian eslint, obsidian submission, obsidian community plugin, obsidian API, plugin boilerplate, obsidian typescript, obsidian vault, obsidian settings, obsidian commands.

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars,…

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack,…