PenguinHarness

PenguinHarness is an agent app that improves other AI agents automatically by evolving their prompts, skills, and tools for people building agent apps.

What it is good for

  • Automatically improving how an AI agent performs a task
  • Building a custom agent app from a single description
  • Running an AI agent that controls a web browser
  • Comparing AI models and agent setups on the same tasks

At a glance

Who it is for
Setup
Install a desktop app or browser extension

Level 3 of 5. Download and install it like any other app or extension.

Cost
Free and open source
Type
Agent app
Tasks
Works with
Claude Code, Chrome, OpenAI, Anthropic, DeepSeek, OpenRouter

Momentum

Rank this week
Not ranked yet
Best rank
None yet
GitHub stars
3,105

GitHub numbers as of Nov 2, 2026. Updated weekly.

2,274 2,721 3,167 Sep 24, 2026 Nov 2, 2026
GitHub stars for PenguinHarness: 2,336 on Sep 24, 2026, 3,105 on Nov 2, 2026. Source: GitHub.

Questions

Is PenguinHarness free?
Yes. It is free and open source (Apache-2.0 license).
Do I need to know how to code to use PenguinHarness?
No. Download and install it like any other app or extension.
What does PenguinHarness work with?
According to its own documentation, it works with Claude Code, Chrome, OpenAI, Anthropic, DeepSeek, and OpenRouter.
What is PenguinHarness good for?
Automatically improving how an AI agent performs a task, building a custom agent app from a single description, running an AI agent that controls a web browser, and comparing AI models and agent setups on the same tasks.

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Last updated Nov 2, 2026. Tracked since Oct 28, 2026. Parts of this summary required judgment because the source material was brief. The summary was written by an AI model from the project's own description and checked against our copy rules. Spotted an error? Tell us.