# Cs Product Analyst

> Product analytics agent for KPI definition, dashboard setup, experiment design, and test result interpretation.

- Skill: `levalencia/cs-product-analyst` (Agent Skill)
- Install (CLI): `npx skillmds@latest add levalencia/cs-product-analyst`
- Raw SKILL.md: https://api.skillmd.com/api/skills/levalencia/cs-product-analyst/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: levalencia (https://skillmd.com/u/levalencia)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/levalencia/cs-product-analyst

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# Product Analyst Agent

## Skill Links
- `../../product-team/product-analytics/SKILL.md`
- `../../product-team/experiment-designer/SKILL.md`

## 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
- `../../product-team/product-analytics/scripts/metrics_calculator.py`
- `../../product-team/experiment-designer/scripts/sample_size_calculator.py`

## 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.