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code-review-facilitator

Analyze Arduino/ESP32/RP2040 sketches for memory safety and performance risks.

1|Updated Jan 5, 2026
Search Tags:#automation#Arduino#ESP32#static-analysis#quality-assurance#code-review#embedded-systems
One-click install
npx skills add https://github.com/wedsamuel1230/electronic-mcp-server --skill code-review-facilitator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: code-review-facilitator
Source: https://github.com/wedsamuel1230/electronic-mcp-server/tree/main/.github/skills/code-review-facilitator
Command: npx skills add https://github.com/wedsamuel1230/electronic-mcp-server --skill code-review-facilitator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Automated code review for Arduino/ESP32/RP2040 projects focusing on best practices, memory safety, and common pitfalls. Use when the user requests feedback, says "review my code", needs help improving code quality, or before finalizing a project. Generates actionable checklists and specific improvement suggestions.

Core Features & Use Cases

  • Systematic static review of microcontroller sketches to enforce best practices and avoid memory safety issues.
  • Generates checklists and concrete improvement suggestions ready for code edits.
  • Use cases include before publishing to GitHub, during refactors, or when teaching teammates about code quality.

Quick Start

Run the code-review-facilitator against a file or project: uv run scripts/analyze_code.py sketch.ino uv run scripts/analyze_code.py --dir /path/to/project uv run scripts/analyze_code.py --interactive To filter results by severity: uv run scripts/analyze_code.py sketch.ino --severity warning

Frequently Asked Questions about code-review-facilitator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run static analysis on an Arduino sketch to check for memory safety issues?▼

Static analysis on an Arduino sketch detects memory safety issues by running the analyze_code.py script against your .ino file, producing structured results and practical improvement suggestions.

Can I automate code review for an ESP32 project directory?▼

You can automate code review for an ESP32 project directory by executing analyze_code.py with the --dir flag, systematically scanning all sketches to enforce best practices and avoid design flaws.

What are common memory safety pitfalls in embedded systems code?▼

Common memory safety pitfalls in embedded systems code include design flaws and performance risks. Static analysis identifies these issues and generates actionable checklists for concrete code edits.

Does this static analysis tool support RP2040 microcontrollers?▼

Yes, the static analysis tool supports RP2040 microcontrollers alongside Arduino and ESP32, targeting developers who need quick, actionable feedback on code quality before sharing on GitHub.

How do I filter static analysis results to only show warnings?▼

Filter static analysis results to show only warnings by appending the --severity warning flag when running the analyze_code.py script against your sketch file.

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