pid-controller

Implement a discrete-time PID controller for speed regulation with anti-windup and clamping options.

4|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/GeneralReasoning/env-skillsbench --skill pid-controller
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pid-controller
Source: https://github.com/GeneralReasoning/env-skillsbench/tree/main/adaptive-cruise-control/environment/skills/pid-controller
Command: npx skills add https://github.com/GeneralReasoning/env-skillsbench --skill pid-controller

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a ready-to-use PID controller framework to regulate a system's speed or position with tunable gains and anti-windup features.

Core Features & Use Cases

  • Proportional-Integral-Derivative control for speed regulation in automotive, robotics, and process control.
  • Anti-windup support and optional output clamping to prevent integral windup.
  • Discrete-time implementation with straightforward instantiation and usage in real-time loops.

Quick Start

Provide a ready-to-run PID controller implementation with an example usage for a simple speed control loop.

Frequently Asked Questions about pid-controller

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

FAQPage Schema
How do I implement a PID controller for real-time speed regulation?

You implement a PID controller for real-time speed regulation by instantiating the controller, tuning the proportional, integral, and derivative gains, and applying discrete-time updates within your main control loop to adjust system output.

What is anti-windup in a PID controller and when do I need it?

Anti-windup in a PID controller prevents the integral term from accumulating excessive error when the output saturates. You need it in speed regulation scenarios where actuator limits exist, ensuring the system recovers quickly from output clamping without overshooting.

Can I use this PID controller for speed regulation in automotive and robotics applications?

Yes, you can use this PID controller for speed regulation in automotive, robotics, and process control applications. The implementation supports discrete-time updates and optional output clamping, making it suitable for real-time embedded environments.

What's the best way to tune PID gains for a discrete-time control loop?

The best way to tune PID gains for a discrete-time control loop is to follow the provided gain tuning guidelines, starting with proportional gain and progressively adding integral and derivative terms to achieve stable speed regulation.

Why does my PID controller overshoot the target speed during regulation?

Your PID controller overshoots the target speed during regulation due to an excessively large integral term or lack of anti-windup strategies. Enabling anti-windup and output clamping prevents integral windup and stabilizes the feedback control loop.

Does the speed regulation PID controller support output clamping?

Yes, the speed regulation PID controller supports optional output clamping. This feature restricts the controller's output signal to a defined range, protecting actuators from overdriving while maintaining precise feedback control.