What data sources does the Data & Metrics skill support?

The skill can pull and analyze data from connected BI tools, spreadsheets, and product analytics platforms, or use data provided directly by the user.

What is the structure of a generated data brief?

Each brief includes the primary question being answered, metric definitions, 3–5 key findings with numbers, trend analysis, and any relevant data caveats.

How does this skill handle data gaps?

The skill includes a specific 'Caveats' section in every brief to highlight data gaps, definition limits, or potential inaccuracies in the source data.

Can I use this skill if my data tools aren't connected yet?

Yes, if no tools are connected, the skill will output a structured template with placeholder metrics and guide you on what data is needed.

Founder Data & Metrics

Name: Founder Data & Metrics
Author: propane-ai

bypropane-ai

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Analytics & Monitoring

Generates comprehensive ad-hoc data briefs including metric definitions, dimensions, and key findings from business data sources.

The Founder Data & Metrics skill is designed to transform raw data from BI tools, spreadsheets, and product analytics into professional, structured briefs. It helps founders and developers define core metrics, identify significant trends, and extract actionable insights through a standardized reporting framework. Whether you are analyzing retention funnels or preparing for an investor update, this skill ensures your data reporting is consistent, insightful, and aware of potential data limitations.

Key Features

01Standardized data brief structure including questions, metrics, and findings

02Period-over-period and segment comparison analysis

03Integration with BI tools, spreadsheets, and product analytics

04Identification of data gaps, definition limits, and caveats

05Automated definition of metrics and data dimensions

061 GitHub stars

Use Cases

01Defining and tracking core product metrics like adoption and retention

02Creating ad-hoc performance reports for stakeholders and investors

03Summarizing key findings from raw spreadsheet exports or BI dashboards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add propane-ai/kits data-and-metrics

For use in Claude.ai and ChatGPT

Download Skill