debug-module

Diagnose ROS 2 modules by checking node status, topics, data flow, and parameters.

84|28|Updated Jun 7, 2024

Search Tags:#debugging #profiling #diagnostics #ros2 #robotics #data-collection

Ready to run

npx skills add https://github.com/castacks/AirStack --skill debug-module

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debug-module
Source: https://github.com/castacks/AirStack/tree/main/.agents/skills/debug-module
Command: npx skills add https://github.com/castacks/AirStack --skill debug-module

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Systematically debug ROS 2 modules with autonomous diagnostic strategies to identify and fix issues quickly, covering node status, topic connections, data flow, parameter states, and performance profiling.

Core Features & Use Cases

Systematic ROS 2 diagnostics: node status, topics, data flow, parameters
Evidence-driven debugging: collect logs, inspect topic data, verify environment
Performance profiling and integration troubleshooting
Use Case: when a ROS 2 module misbehaves, AI agents can autonomously diagnose and propose fixes.

Quick Start

Initiate the autonomous ROS 2 debugging workflow against the faulty module and execute the level-by-level checks to identify root causes.

Frequently Asked Questions about debug-module

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

FAQPage Schema

How do I debug a ROS 2 module that is misbehaving or non-responsive?▼

Autonomous ROS 2 debugging systematically diagnoses misbehaving modules by checking node status, topic connections, data flow, and parameter integrity. It collects evidence from containers and applies level-by-level checks to identify root causes and propose reproducible fixes.

What is the best way to diagnose incorrect data paths in ROS 2 robotic systems?▼

Diagnosing incorrect data paths in ROS 2 involves inspecting topic connections and verifying data flow using a structured diagnostic process. This evidence-driven approach identifies integration issues during development or field deployments.

Can I use autonomous diagnostics to profile ROS 2 node performance?▼

Yes, autonomous diagnostics can profile ROS 2 node performance by applying a multi-level diagnostic process. It verifies parameter states and identifies integration issues to provide performance profiling recommendations for robotic systems.

Does systematic ROS 2 debugging work for field deployments?▼

Systematic ROS 2 debugging works for field deployments by applying autonomous diagnostic strategies to non-responsive modules. It collects logs and inspects topic data directly from containers to ensure reproducible fixes in the field.

Why does my ROS 2 module lose parameter integrity during operation?▼

ROS 2 module parameter integrity issues can be identified by verifying parameter states through an autonomous diagnostic workflow. This structured process inspects the environment and collects evidence to isolate the root cause of misbehavior.