# Experiment Design

> Designs fast, reliable validation experiments with hypothesis, method, success metric, and decision rules (Ship/Iterate/Kill). Use when you need to validate an assumption or test a product hypothesis before committing resources.

- **Type:** Skill
- **Install:** `agentstack add skill-pratikshadake-claude-product-management-skills-experiment-design`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [pratikshadake](https://agentstack.voostack.com/s/pratikshadake)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [pratikshadake](https://github.com/pratikshadake)
- **Source:** https://github.com/pratikshadake/claude-product-management-skills/tree/main/skills/experiment-design

## Install

```sh
agentstack add skill-pratikshadake-claude-product-management-skills-experiment-design
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Experiment Design Planner

## Purpose
Design fast, reliable validation experiments.

## Steps
1. State the hypothesis.
2. Choose the smallest valid test.
3. Define success metric.
4. Set sample size or duration.
5. Define decision rule.

## Output

### Hypothesis
### Experiment Method
### Success Metric
### Duration / Sample Size
### Decision Rule
Ship / Iterate / Kill

## References
See [worked example](references/example.md) for a complete scenario.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [pratikshadake](https://github.com/pratikshadake)
- **Source:** [pratikshadake/claude-product-management-skills](https://github.com/pratikshadake/claude-product-management-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-pratikshadake-claude-product-management-skills-experiment-design
- Seller: https://agentstack.voostack.com/s/pratikshadake
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.