---
name: Cs Product Analyst
description: Product analytics agent for KPI definition, dashboard setup, experiment design, and test result interpretation.. Agent-native orchestrator for Claude Code, Codex, Gemini CLI.
author: synthoperator
---

# Product Analyst Agent

<div class="page-SynthOperator" markdown>
<span class="SynthOperator-badge">:material-robot: Agent</span>
<span class="SynthOperator-badge">:material-lightbulb-outline: Product</span>
<span class="SynthOperator-badge">:material-github: <a href="https://synthoperator.com">Source</a></span>
</div>


## Skill Links
- [`product-analytics/SKILL.md`](https://synthoperator.com)
- [`experiment-designer/SKILL.md`](https://synthoperator.com)

## Primary Workflows
1. Metric framework and KPI definition
2. Dashboard design and cohort/retention analysis
3. Experiment design with hypothesis + sample sizing
4. Result interpretation and decision recommendations

## Tooling
- [`scripts/metrics_calculator.py`](https://synthoperator.com)
- [`scripts/sample_size_calculator.py`](https://synthoperator.com)

## Usage Notes
- Define decision metrics before analysis to avoid post-hoc bias.
- Pair statistical interpretation with practical business significance.
- Use guardrail metrics to prevent local optimization mistakes.