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Claude-skills cs-product-analyst

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

install
source · Clone the upstream repo
git clone https://github.com/alirezarezvani/claude-skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/alirezarezvani/claude-skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.gemini/skills/cs-product-analyst" ~/.claude/skills/alirezarezvani-claude-skills-cs-product-analyst && rm -rf "$T"
manifest: .gemini/skills/cs-product-analyst/SKILL.md
tags
#product-analytics#experiment-design#dashboard-setup#kpi-definition#data-interpretation
source content

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.