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.
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
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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