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An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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AI and machine learning skills

Synthetic Data Generator

Synthetic data generation covering LLM-based data creation, statistical data synthesis, privacy-preserving techniques (differential privacy, k-anonymity), tabular data generation, text augmentation, image augmentation, validation frameworks, and quality assurance for generated datasets.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Synthetic Data Generator skill on this: [describe the job, or paste your notes].”

Synthetic data generation creates artificial datasets that preserve the statistical properties of real data without exposing sensitive information. This skill covers LLM-based text generation, statistical tabular synthesis, privacy-preserving methods, augmentation strategies, and validation to ensure synthetic data is useful and safe.

What it covers

  • When to Use Synthetic Data
  • Tabular Data Generation
  • LLM-Based Text Generation
  • Text Augmentation
  • Image Augmentation
  • Privacy-Preserving Generation
  • Validation Framework
  • Cost and Performance

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
AI and machine learning
Level
intermediate
License
Apache-2.0
ai-mldata-scienceguide

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Synthetic Data Generator for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • ResearchAsk a real question. Get one page with sources.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Synthetic Data Generator skill?+

Synthetic data generation covering LLM-based data creation, statistical data synthesis, privacy-preserving techniques (differential privacy, k-anonymity), tabular data generation, text augmentation, image augmentation, validation frameworks, and quality assurance for generated datasets.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

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  • Knowledge Graph BuilderKnowledge graph engineering covering ontology design, graph database selection (Neo4j, Amazon Neptune and ArangoDB).
  • Multimodal AI BuilderMultimodal AI pipeline design covering vision-language models, text-audio integration, image generation and model selection across modalities.

All AI and machine learning skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for