Explore & Document Datasets with AI Agent Skill

Explore & Document Datasets with AI Agent Skill

This AI Agent Skill is designed to assist developers and teams in exploring the context of datasets and generating or updating documentation for data flows using the Coupler.io MCP server. It simplifies the process of delving into dataset details and creating comprehensive documentation in markdown format.

What this skill does

• Search for datasets by name or keyword using the search-datasets or list-datasets tools.
• Fetch the current state of data flows, including sources, destinations, and recent activity, via the get-dataflow tool.
• Inspect column definitions within the target dataset using the get-schema tool.
• Query the data with SQL against the data table to obtain specific data insights.
• Persist newly generated dataset context back into the system with the update-dataset tool.

Who it is for

This skill is particularly beneficial for data analysts, developers, and IT teams using AI coding agents such as Claude Code, Cursor, and Codex to manage and document their data workflows efficiently.

Use cases

• Exploring the context and attributes of a given dataset for better understanding and analysis.
• Generating detailed documentation files for datasets to improve clarity and data governance.
• Updating existing documentation to ensure data flow records are current and accurate.

Technical details

The skill leverages several tools integrated within the Coupler.io MCP framework:

• agent-skills: Facilitates interaction with AI agents like Claude Code, Cursor, and Codex.
• aiapplication: Enables the execution of AI-driven data exploration and documentation tasks.
• generate-data-set-context: Supports the creation of markdown documentation and updates dataset context seamlessly.

All data queries are performed against a data table, adhering to specific naming conventions for columns and allowing for null handling and data profiling.

Source & Licence

This package is built on open-source work published by coupler-io (coupler-io/skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.