The all-in-one AI plugin for Hardware Engineers

Skills for hardware engineers 8

• prototype testing analysis assistantTurns raw bench test runs into trend, reliability, and cost reports, e.g. shows whether revision B really cut thermal failures.
• hardware upgrade advisorPlans a lab or fleet upgrade end to end, e.g. checks whether new GPUs fit your chassis, power, and budget.
• vendor selection and management assistantRuns vendor selection from RFP to contract, e.g. scores three PCB assembly houses on cost, lead time, and quality.
• hardware selection assistantCompares parts and machines side by side, e.g. picks a development board that fits your software stack and budget.
• vendor research and evaluation assistantFinds and vets suppliers before you commit, e.g. checks a connector vendor's lead times, certifications, and financial risk.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 22

• Explain Hardware Concepts3 prompts, like Explain Datasheet Section Clearly
• Draft Design Documentation3 prompts, like Draft a Hardware Design Specification
• Component Selection & Comparison2 prompts, like Compare Candidate Component Options
• Debug from a Description3 prompts, like Diagnose Hardware Issues
• Test Planning & Data Analysis2 prompts, like Draft Board Bring-Up Test Cases
• Simulation & Scripting Help3 prompts, like Write a SPICE Netlist
• Schematic & Design Review2 prompts, like Prepare a Design Review Checklist

Apps you can build with AI 3

• Hardware requirements organizerKeeps every customer need linked to its engineering decision and supplier limit, so nothing gets lost between spec and build. Demo included.
• Hardware repairability documentation plannerLists the repair docs, part numbers, and procedures your product needs before launch, so field techs are not guessing. Demo included.
• Hardware modularity economics workbenchTests whether a modular design saves more in service and upgrades than it adds in cost and complexity. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Safety and Compliance Test Plan Agent". Each one also has a guided set-up with sample data on its page.

• Safety and Compliance Test Plan AgentA test and certification plan that fits the launch date and is booked and tracked until all results pass
• Firmware Release Candidate Regression AgentShow every regression in a release candidate and trace each to its cause
• Hardware-in-the-Loop Test Run AgentRun the full rig suite unattended and classify each failure with evidence
• Low-Power Mode Measurement AgentBring each power state to its budget and record which change fixed what
• Peripheral Driver Bring-Up AgentGet a new peripheral working on the board with a documented driver
• Chip Errata Impact Review AgentKnow which errata affect this product and have a checked workaround for each
• Component Obsolescence Watch AgentCatch obsolescence early and have a checked alternate or buy plan for each risky part
• Second-Source Part Qualification AgentQualify a second source with tests tied to the circuit's real needs
• Layout Design Rule Review AgentCatch layout errors before fabrication with a checked list that closes issue by issue
• Thermal Margin Verification AgentKnow the thermal margin of every part and fix the small ones before release
• Production Test Yield Review AgentFind the real cause of a yield drop and confirm the fix with later yield
• Component Selection and BOM AgentA complete bill of materials with parts that meet specs, are available and fit the budget

Connections (MCP servers) 10

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• SheetsData MCP serverLets your AI look up electronic component specs, pinouts and package info from datasheets without opening a PDF. No install needed.
• ByteAsk Embedded MCP serverLets your AI look up exact facts from embedded and firmware reference docs, with page citations. No install needed.
• PlatformIO MCP serverLet your AI build, flash, and debug microcontroller firmware and read the serial output for you.
• Embedded Debugger MCP serverLets your AI talk to a hardware debug probe so it can inspect, halt, and flash a microcontroller for you.
• URDB MCP serverLet your AI run electronics calculators and look up product integrity scores and downgrade history from URDB.
• naja-scope MCP serverLet your AI explore a SystemVerilog or Verilog chip design and trace signals without pasting code.
• Serial MCP serverLets your AI talk to devices plugged into a serial port, like Arduino or STM32 boards.
• ESP32 MCP server (ESP-IDF)Let your AI set up, build, and flash ESP32 projects with ESP-IDF, so you can fix build issues by chatting.
• Telink SDK Builder MCP serverLet your AI compile embedded firmware from a Telink or other SDK repo and even flash it to a chip.
• Modbus MCP serverLets your AI read and write values on industrial Modbus devices, like sensors and controllers.

Your Grok Bot team 12

• Embedded SystemsDevelops firmware for resource-constrained microcontrollers with real-time guarantees.
• Arm Cortex ExpertFirmware and driver development for ARM Cortex-M microcontrollers.
• Firmware AnalystExtract, analyze, and reverse-engineer embedded firmware for authorized security assessments.
• Hardware SecurityAuthorized hardware security research: UART/JTAG discovery, debug-pad triage, and offline firmware analysis. Authorized use only.
• Firmware PentestFirmware pentesting following OWASP FSTM: extraction, emulation, fuzzing, and exploitation in authorized labs only.
• Test RunnerRuns your project's test suite, diagnoses failures, and suggests fixes until all tests pass.
• Debugging And Error RecoverySystematic root-cause debugging for test failures, build breaks, and runtime errors.
• Debugging StrategiesGuide systematic debugging via logs, hypotheses, and controlled experiments.
• Systematic DebuggingFinds root cause of bugs before proposing any fix, no guessing.
• Scientific SchematicsGenerate publication-quality scientific diagrams from natural language descriptions.
• PrototypeBuild a throwaway terminal or UI prototype to answer one design question fast.
• Software ArchitectureGuides software architecture decisions using Clean Architecture and DDD principles.