This skill should be used when the user asks to 'debug this failure', 'find root cause', 'compare passed vs failed', 'trace X values', 'analyze fmod vs vmod mismatch', or needs hardware simulation Root Cause Analysis methodology.
Analyze Ascend NPU collective communication profiling data with a DB-first workflow. Use when the user provides clusteranalysisoutput/clusteranalysis.db, rank-level analysis.db, rank-level ascendpytorchprofiler{rankid}.db, together with profilerinfo.json, and asks about HCCL or hcom communication cost, collective…
A workflow for extending an AI camera or vision application from one edge device to several platforms, such as Jetson, RK, reCamera, and Hailo. Edge platforms are small computers that process camera data locally.
Drive JLCEDA Pro from Codex via WebSocket RPC using websocat as a short-lived local WS server (no Node/MCP required). Supports listing/calling all jlc. tools and full EDA API passthrough (eda.invoke/get/keys).
A Chinese-language implementation guide for performance optimisation using four approaches: deduplication, reuse, masking, and replacement. It covers changes such as combining operations, preallocating buffers, and using compilation tools.
Provides guidance for writing custom Metal compute kernels using MLX's mx.fast.metalkernel() API for Apple Silicon GPUs (M1, M2, M3, M4). Covers kernel patterns for RMSNorm, LayerNorm, softmax, attention variants (causal, sliding window, GQA), and reductions. Includes profiling, debugging, simdgroupmatrix MMA (M3+)…
A workflow for solving China’s National Undergraduate Electronic Design Contest (TI Cup), from understanding a task to designing circuits, writing code, compiling, flashing, and debugging. It can generate wiring diagrams and support MCU, FPGA, simulation, and PCB work, but physical wiring, soldering, and instrument operation still need a person.
Use when analyzing engineering drawings, technical CAD files, or manufacturing process control plans to extract Critical-To-Quality (CTQ) parameters, GD&T feature control frames, tolerances, and callout coordinates.
Expert guidance for writing BitBake recipes (.bb), append files (.bbappend), class files (.bbclass), configuration files (.conf), and understanding the BitBake build system used by OpenEmbedded and the Yocto Project.
Writes, reviews, and optimizes TinyGo code for microcontrollers and WebAssembly. Use when building embedded systems with TinyGo, flashing firmware to boards, writing WASM/WASI modules with TinyGo, integrating hardware drivers, or optimizing binary size for constrained devices.
Conow + Tuya generic device end-user skill. Single CLI auto-routes between Tuya generic device endpoints (devices/all, home device list, detail / model / shadow issue) and Conow energy-device endpoints (topo / protocol / model / properties / alarms / indicators / issue) using the topo and protocol probes. Use this…
Write and run I2C driver validation tests that compare Arduino and CircuitPython I2C transactions for a given sensor/breakout. Use when validating that an Arduino driver and a CircuitPython driver produce equivalent I2C bus traffic for chip ID reads and all configuration register set/get operations.
Use when doing placement and metal routing (manual or automatic) on GDS layouts via the klayout-draw-mcp MCP server — standard-cell rows, multi-layer wires, vias, and obstacle-aware maze (Lee) routing, with DRC checking in the loop.
Use this skill whenever a user asks to create, inspect, edit, wire, validate, simulate, test, convert, save, or open a Logisim or Logisim-evolution .circ project. It guides agents to use the logisim MCP tools safely and to verify circuit behavior before launching the GUI.
Debug firmware on a real board using hwlog structured serial logs. Use whenever working with ESP32/embedded firmware — flashing, testing on hardware, reading device output, or diagnosing crashes, reboots, or silent boards.
Use this skill when the user wants to verify that a real-world physical procedure was performed correctly using camera input — bolt installation, equipment pre-op checks, lockout/tagout, PPE verification, lab protocols, surgical site prep. Also use when the user asks about AR/XR procedure verification, persistent…
A general engineering framework for projects using Zynq, a family of chips that combines programmable hardware with processor-based software. It follows a nine-stage process from requirements through implementation, deployment, monitoring, and recovery.
Convert PDF circuit schematics into evidence-preserving SchematicIR JSON. Use when inspecting a schematic PDF, extracting components or connectivity, producing JSON, validating SchematicIR, or reviewing uncertain schematic recognition. Do not use for EDA drawing or PCB layout.
A skill for controlling a Yandex Station through a separate MCP server. Yandex Station is a smart speaker that can play audio and respond to Alice voice commands.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: