win-analytics-knowledge

Resolve Win-product data concepts to governed metrics, tables, columns, and definitions.

3|1|Updated Feb 7, 2025
One-click install
npx skills add https://github.com/thegoodparty/gp-data-platform --skill win-analytics-knowledge
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: win-analytics-knowledge
Source: https://github.com/thegoodparty/gp-data-platform/tree/main/.claude/skills/win-analytics-knowledge
Command: npx skills add https://github.com/thegoodparty/gp-data-platform --skill win-analytics-knowledge

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill resolves Win-product data concepts to their governed metric, table, column, and definition before writing any query. It helps avoid concept-to-entity ambiguity and find the correct source for any Win-product data question.

Core Features & Use Cases

  • Concept Resolution: Narrow down a concept to its governed definition, table, column, and associated documentation.
  • Domain Routing: Route by domain using the provided table for in-depth information and query patterns.
  • Governance: Access the canonical metrics registry and per-domain reference documents for caveats, coverage, and query patterns.
  • Use Case: When you have a Win-product data question about engagement, activation, outcomes, viability, segmentation, Amplitude events, joins, PMF/satisfaction, use this Skill to find the one correct source and avoid ambiguity.

Quick Start

Use the win-analytics-knowledge skill to resolve the concept "engagement" and find the associated governed metric, table, column, and documentation.

Frequently Asked Questions about win-analytics-knowledge

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the correct governed table and column for a Win-product data concept before querying?

Domain routing resolves Win-product data concepts by matching them against the canonical metrics registry and per-domain reference documents. It narrows down concepts to their governed metric, table, column, and associated documentation, providing specific caveats and query patterns for domains like engagement or Amplitude events.

What is the best way to resolve Win-product engagement metrics to their canonical definitions?

Yes, you can resolve Amplitude event concepts using the governance registry. The registry routes Win-product data concepts, including Amplitude events, joins, and segmentation, to their governed definitions and per-domain reference documents, providing the correct table, column, and query patterns for analysis.

How do I access query patterns and caveats for Win-product activation and outcome metrics?

Use concept resolution when you have Win-product data questions about engagement, activation, outcomes, viability, segmentation, Amplitude events, joins, or PMF. It resolves concepts to governed metrics and definitions beforehand, preventing concept-to-entity ambiguity and identifying the correct data source.

Does the metrics registry cover PMF and satisfaction data concepts for Win-product analysis?

Yes, the metrics registry covers Win-product PMF and satisfaction data concepts. By applying concept resolution against the canonical registry and per-domain reference documents, you find the governed metric, exact table, column, and definition needed for your analysis before writing any query.