Zoom Meeting SDK for Unreal Engine wrapper integrations. Use when building Unreal projects that embed Zoom meetings with C++ and Blueprint wrappers, including wrapper-to-SDK mapping concerns.
Autonomous development loop patterns for iterative self-improvement. Auto-triggers when implementing features autonomously, fixing bugs in a loop, or running until completion. Based on frankbria/ralph-claude-code.
OTA firmware upload, listing, deletion, and over-the-air update for the Universal ESP32 Workbench. Triggers on "OTA", "firmware", "update", "upload", "binary", "over-the-air".
Implement A2A error handling — JSON-RPC errors, A2A-specific error codes, task failure states, retry strategies, and graceful degradation. Use when building robust error handling in A2A agents.
Generate Arduino/embedded C++ code snippets and patterns on demand for UNO/ESP32/RP2040. Use when users request Arduino code for sensors, actuators, communication protocols, state machines, non-blocking timers, data logging, or hardware abstraction. Generates production-ready code with proper memory management, timing patterns, and board-specific optimization. Supports DHT22, BME280, buttons, I2C/SPI, EEPROM, SD cards, WiFi, and common peripherals.
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
Get Microsoft Power Platform CLI tooling for Power Apps Component Framework Triggers on: **/*.{ts,tsx,js,json,xml,pcfproj,csproj}
Deploys .NET containers. Kubernetes probes, Docker Compose for local dev, CI/CD integration.
Mojo development patterns for high-performance computing: SIMD vectorization, zero-copy Python interop, GIL-free parallelism, C FFI (external_call, DLHandle), Python C-API extensions, and Hatch build integration. Use when writing Mojo kernels or hybrid Python-Mojo projects.
Create technical implementation plan from feature specification
Implement A2A error handling — JSON-RPC errors, A2A-specific error codes, task failure states, retry strategies, and graceful degradation. Use when building robust error handling in A2A agents.
Local Microsoft Open Specifications corpus navigator for Windows protocols. Use this skill when the user asks protocol-level questions, needs message/structure details, wants section-by-section summaries, or needs cross-references across related specifications.
Guide for Direct Memory Access (DMA) attack techniques using FPGA hardware. Use this skill when researching PCIe DMA attacks, pcileech, FPGA firmware development, or hardware-based memory access for game security research.
Internal sub-skill for migrating MuleSoft Mule integrations to Apache Camel
{{LANGUAGE_NAME}} best practices with modern frameworks, {{PRIMARY_DOMAIN}}, and performance optimization for 2025
Development skill for building a Raspberry Pi Pico-based RC submarine controller with ballast control, depth hold, pitch stabilization, and failsafe protection. Use when working on embedded C firmware for RP2040, implementing PID controllers, writing sensor drivers (pressure, IMU), PWM capture/output, dual-core safety-critical systems, or any task related to the RC submarine project. Also triggers for Power of 10 coding standards, Pico SDK usage, and underwater vehicle control systems.
Author custom UCP schemas and extensions — create capability schemas, extension schemas, and type definitions using JSON Schema 2020-12 composition. Use when extending UCP with custom capabilities or building domain-specific extensions.
Plan and execute upgrades for Python libraries, handling breaking changes. Use when performing major version bumps for frameworks like Django or FastAPI.
Upgrade all Rust crate dependencies in Cargo.toml to their latest versions. Use when the user says "upgrade packages", "update dependencies", "bump versions", or "upgrade deps".
