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skill CX Codex GP ChatGPT official · OpenAI

product-business-analysis — Codex skill: what it does, how to install

Analyzes product and business data to support strategic decisions. It structures quantitative checks, segments audiences, and evaluates tradeoffs.

Install into Codex · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add openai/plugins --skill product-business-analysis -a codex
Open on GitHub

What product-business-analysis does

This skill guides decisions using metric-backed evidence instead of open-ended data exploration. It starts by identifying the exact decision, intended audience, and baseline assumptions. If a necessary source of truth is unreachable, the skill stops that path and asks for direct access or an approved fallback rather than guessing with weaker data.

The analytical workflow tests specific hypotheses against proper baselines and denominators. It connects with sibling skills like $gather-business-context, $design-kpis, $jupyter-notebooks, and $validate-data to track notebooks and audit data quality before delivering findings.

Install this if you need structured validation for product bets. Skip it if you only need quick ad-hoc SQL snippets without business recommendations.

What it helps with

  • Size the business impact of planned product changes
  • Segment users using normalized activity baselines
  • Catch data conflicts across overlapping schemas and tables
  • Reconcile dashboard discrepancies against direct database queries

Example prompts for the agent

  • Evaluate the impact of our new signup flow on user retention
  • Segment our active user base to identify top growth opportunities
  • Review the drop in engagement metrics and recommend next steps

How to install product-business-analysis

1Skills CLI (Vercel)

npx skills add openai/plugins --skill product-business-analysis -a codex

2Manually: put the files in place

.agents/skills/product-business-analysis/SKILL.md

For all projects use ~/.agents/skills/

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Questions about product-business-analysis

How do I install product-business-analysis in Codex?

Run npx skills add openai/plugins --skill product-business-analysis -a codex in your project terminal.

What does the product-business-analysis skill do?

It guides business analysis from decision scoping and source discovery to metric verification and practical recommendations.

How does the skill handle missing data sources?

If an authoritative source is required, the skill halts that workflow and asks for direct access or a validated fallback.

See also

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