PID Tuner Skill

SkillDev tools

PID controller tuning skill for loop optimization using various tuning methods and performance criteria

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the PID Tuner Skill skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/chemical-engineering/skills/pid-tuner/SKILL.md and read by ahel’s review.

Purpose

The PID Tuner Skill optimizes PID controller parameters using various tuning methods to achieve desired control performance and robustness.

Capabilities

  • Process identification (step tests, relay)
  • First-order plus dead-time (FOPDT) modeling
  • Tuning methods (IMC, Lambda, Cohen-Coon, Ziegler-Nichols)
  • Performance criteria optimization (IAE, ISE, ITAE)
  • Robustness analysis
  • Loop interaction assessment
  • Tuning for various objectives (setpoint, disturbance)
  • Bumpless transfer configuration

Usage Guidelines

When to Use

  • Tuning new control loops
  • Retuning underperforming loops
  • Optimizing control performance
  • Commissioning control systems

Prerequisites

  • Process in stable operation
  • Loop components commissioned
  • Process model or test data available
  • Performance criteria defined

Best Practices

  • Start with conservative tuning
  • Test in simulation first
  • Validate robustness
  • Document tuning rationale

Process Integration

This skill integrates with:

  • PID Controller Tuning
  • Control Strategy Development
  • Process Startup Procedure Development

Configuration

pid-tuner:
  tuning-methods:
    - IMC
    - lambda
    - cohen-coon
    - ziegler-nichols
    - SIMC
  performance-criteria:
    - IAE
    - ISE
    - ITAE

Output Artifacts

  • Tuning parameters
  • Process models
  • Performance metrics
  • Robustness analysis
  • Tuning recommendations

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
pid-tuner
Source
github.com/a5c-ai/babysitter
PID Tuner Skill (pid-tuner): Skill · ahel