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demo-data-generator

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Use when asked to create demo data, seed a no-signup demo, generate fake but realistic data for screenshots, or fill a sandbox without using real customer data. Produces realistic, internally consistent fake data so a project can ship a demo nobody has to sign up for: a data schema summary, a seeded generation script, seed files, and a checklist confirming no real personal data is included.

plugins/pm-oss-launch/skills/demo-data-generator/SKILL.md

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Nov 9, 2026
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# Demo Data Generator

A demo that asks visitors to sign up loses most of them; a demo full of "Test User 1" and "Lorem ipsum" convinces nobody. Good demo data looks like a real account a few months in, holds together (orders belong to real users, totals add up, nothing happens before signup), and contains no real person's details. This skill designs that data and writes a seeded generator that produces the same files every time.

## Required Inputs

Ask for these if not provided:
- **The data model**: entities, fields, types and relationships (a schema file, migrations or ORM models)
- **The story the demo should tell**: for example "a five-person design studio, three months in, one overdue invoice"
- **Volume**: how many of each entity makes the demo feel alive without being slow
- **Language and storage**: where the seed files will be loaded (JSON, CSV, SQL inserts)
- **Locale**: names, currency, date and phone formats

## Working from a brief
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