fabric-synthetic-data Skill
Generate and upload synthetic data to Microsoft Fabric lakehouse tables. Covers star-schema generation, realistic fake data (names, dates, IDs, transactions), configurable row counts, referential integrity between tables, Parquet export, and OneLake upload. Use when: synthetic data, test data, fake data, sample data, g Published by microsoft in gh-copilot-fabric-agents.
Decision snapshot
Is this a fit?
Testing, Data analysis, Includes SKILL.md, Reusable instructions
VS Code
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Copy skill directory
3 months ago · MIT license
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How to use fabric-synthetic-data Skill
Compatible clients
What is fabric-synthetic-data Skill?
Generate and upload synthetic data to Microsoft Fabric lakehouse tables. Covers star-schema generation, realistic fake data (names, dates, IDs, transactions), configurable row counts, referential integrity between tables, Parquet export, and OneLake upload. Use when: synthetic data, test data, fake data, sample data, g Published by microsoft in gh-copilot-fabric-agents. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Testing
- Data analysis
- Testing use cases
- Data analysis use cases
Declared skill metadata
- Compatibility: Requires the Fabric MCP Server VS Code extension for workspace discovery. Uses Python with pandas and pyarrow for local data generation. Upload via OneLake MCP + Fabric REST API.
- Source file: .github/skills/fabric-synthetic-data/SKILL.md
These fields retain source and confidence evidence from the indexed SKILL.md.
Compatibility and setup
- Install or run with Copy skill directory
- Works with VS Code
When to use fabric-synthetic-data Skill
- Use it for testing.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/gh-copilot-fabric-agents
- Skill file: .github/skills/fabric-synthetic-data/SKILL.md
What it does
Generate and upload synthetic data to Microsoft Fabric lakehouse tables. Covers star-schema generation, realistic fake data (names, dates, IDs, transactions), configurable row counts, referential integrity between tables, Parquet export, and OneLake upload. Use when: synthetic data, test data, fake data, sample data, g
Skill instructions
Fabric Synthetic Data Generator — Reference Generates realistic synthetic data locally as Parquet files, then uploads them to a Fabric lakehouse as Delta tables. Designed for populating test/dev lakehouses with star-schema-compatible data. Data Domain Templates The agent should ask the user what domain they want. Common domains and their table structures: Retail / E-commerce | Table | Type | Key Columns | Sample Columns | |-------|------|-------------|----------------| | customers | dim | customerid | name, email, phone, city, country, registrationdate | | products | dim | productid | name, category, brand, price, cost | | stores | dim | storeid | name, city, country, openingdate | | dates | dim | dateid | date, year, quarter, month, monthname, day, dayofweek, isweekend | | orders | fact | orderid | customerid, storeid, dateid, totalamount, discount, tax | | orderlines | fact | orderlineid | orderid, productid, quantity, unitprice, linetotal | Healthcare | Table | Type | Key Columns |
Verified compatibility and discovery
Frequently asked questions
What is fabric-synthetic-data?
fabric-synthetic-data is a open-source AI agent skill for VS Code with Copy skill directory. Generate and upload synthetic data to Microsoft Fabric lakehouse tables.
Who is fabric-synthetic-data best for?
fabric-synthetic-data is best for reusing agent instructions, scripts, and references, testing workflows, data analysis workflows, vs code users.
How do I install fabric-synthetic-data?
Install or run fabric-synthetic-data using Copy skill directory. Check fabric-synthetic-data for the latest setup command.
Is fabric-synthetic-data actively maintained?
fabric-synthetic-data may need a closer maintenance check before production use.
Project health auto-fetched from the source repository.
Maintain this resource?
Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.
