# brainstorm-experiments-existing

> Claude/Codex skill by [@phuryn](https://omgskills.com/library/phuryn/index.md) · 25k stars · Updated 2026-07-03

Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods. Use when validating assumptions, testing feature ideas cheaply, or planning product experiments.

Tags: agent-skill-repository, agent-skills, agentic-skills, claude-code-marketplace, claude-code-plugins, claude-cowork-plugin, product-management

## Install

```sh
git clone https://github.com/phuryn/pm-skills /tmp/pm-skills && ln -s /tmp/pm-skills/pm-product-discovery/skills/brainstorm-experiments-existing ~/.claude/skills/brainstorm-experiments-existing
```

## From README

Design Experiments (Existing Product) Design low-effort experiments to test product assumptions before committing to full implementation. Context You are helping a product team design experiments for $ARGUMENTS. The team has a feature idea and assumptions that need validation. If the user provides files (PRDs, assumption lists, designs), read them first. Instructions The user will describe their idea and assumptions. Work through these steps: Clarify the idea and assumptions: Confirm what the team wants to build and what they need to validate. Suggest experiments for each assumption.

## Links

- HTML page: https://omgskills.com/skills/phuryn/pm-skills/brainstorm-experiments-existing/
- GitHub: https://github.com/phuryn/pm-skills
- Author: [@phuryn](https://omgskills.com/library/phuryn/index.md)

## More from this repo

- [intended-vs-implemented](https://omgskills.com/skills/phuryn/pm-skills/pm-ai-shipping/skills/intended-vs-implemented/index.md) — The method for finding the gap between what a system is supposed to do and what the code actually does — the class of...
   - [@phuryn](https://omgskills.com/library/phuryn/index.md) · 26k stars
- [shipping-artifacts](https://omgskills.com/skills/phuryn/pm-skills/pm-ai-shipping/skills/shipping-artifacts/index.md) — The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.
   - [@phuryn](https://omgskills.com/library/phuryn/index.md) · 25k stars
- [strategy-red-team](https://omgskills.com/skills/phuryn/pm-skills/pm-execution/skills/strategy-red-team/index.md) — Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does.
   - [@phuryn](https://omgskills.com/library/phuryn/index.md) · 25k stars
