What formats does the creator support?

It includes built-in templates for Chat/Conversational data, Text Classification, Question-Answering (QA), Text Completion, and Tabular data.

Does this replace the Hugging Face MCP server?

No, it is designed to work alongside it. Use the HF MCP server for searching and discovery, and use this skill for dataset creation, editing, and content management.

Is a Hugging Face token required?

Yes, you must set an HF_TOKEN environment variable with Write-access permissions to create or modify repositories on the Hugging Face Hub.

Can I add data to existing datasets?

Yes, the skill supports streaming row updates, allowing you to append new data to existing repositories efficiently without a full download/upload cycle.

Hugging Face Dataset Creator

Name: Hugging Face Dataset Creator
Author: POWERFULMOVES

byPOWERFULMOVES

•

Data Science & ML

Streamlines the creation, configuration, and management of diverse datasets on the Hugging Face Hub directly from your development environment.

The Hugging Face Dataset Creator skill provides a comprehensive suite of tools for managing the lifecycle of datasets on the Hugging Face Hub. It fills the gap left by standard discovery tools by offering active management capabilities such as repository initialization, configuration of system prompts, and efficient row streaming. By providing pre-defined templates for chat, classification, QA, and tabular data, it ensures that your machine learning datasets are structured correctly and validated automatically, making it an essential tool for developers building high-quality AI training data.

Key Features

01Advanced system prompt configuration for specialized training data generation

021 GitHub stars

03Built-in JSON validation and error recovery for high-integrity data uploads

04Pre-defined templates for Chat, QA, Classification, and Tabular data formats

05Initialize new dataset repositories with proper structure and visibility settings

06Stream row updates to existing datasets without downloading the entire file

Use Cases

01Generating and uploading multi-turn chat dialogues for LLM fine-tuning

02Managing large-scale data collection projects with incremental streaming updates

03Converting local JSON data into structured Hugging Face datasets using standardized templates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add powerfulmoves/pmoves-botz hugging-face-dataset-creator

For use in Claude.ai and ChatGPT

Download Skill