# modelharness

Make every model cheaper or better. Measured on four Claude models — none got worse. What it actually is: a zero-config Claude Code plugin.

- Tier: Indexed (plain plugin)
- Category: Development
- Page: https://www.flowy.sh/listings/vitaliikapliuk-modelharness
- Source: https://github.com/vitaliikapliuk/modelharness
- Price: free and open source

## Summary
modelharness is a Claude Code plugin with 3 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes delegation-triggers, memory-discipline, verification-loop. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
npx -y skills add vitaliikapliuk/modelharness
```

## Skills
- delegation-triggers
- memory-discipline
- verification-loop

## FAQ

### What is modelharness?
Make every model cheaper or better. Measured on four Claude models — none got worse. What it actually is: a zero-config Claude Code plugin.

### How do I install modelharness?
Run these in Claude Code: npx -y skills add vitaliikapliuk/modelharness. Then prompt normally.

### Does modelharness auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is modelharness free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.