parallel-data-enrichment

Enrich CSV or inline entity lists with web-sourced fields via parallel-cli.

Updated Apr 23, 2026
One-click install
npx skills add https://github.com/Ocean326/Agents --skill parallel-data-enrichment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: parallel-data-enrichment
Source: https://github.com/Ocean326/Agents/tree/main/skills/global/parallel-data-enrichment
Command: npx skills add https://github.com/Ocean326/Agents --skill parallel-data-enrichment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Bulk data enrichment by appending web-sourced fields (CEO names, funding details, and contact information) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn workflows by carrying context through a previous interaction ID.

Core Features & Use Cases

  • Enrichment scope: add CEO names, funding rounds, and contact details to entities such as companies and people.
  • Data sources & formats: works with inline data or CSV inputs via parallel-cli.
  • Workflow chaining: supports multi-turn context by accepting a previous interaction ID to continue a research thread.

Quick Start

Provide your data as inline JSON or a CSV file and run the parallel-cli enrich command with the desired fields.

Frequently Asked Questions about parallel-data-enrichment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I enrich a CSV file with CEO names and funding details?

To enrich a CSV file with CEO names and funding details, you can use this skill to append web-sourced fields to your lists of companies or people via the parallel-cli enrich command.

What is the best way to bulk append contact info to lists of entities?

The best way to bulk append contact info is by using a data pipeline that fetches web-sourced fields for lists of companies, people, or products. This skill supports inline data or CSV inputs to append contact details in one go.

Does data enrichment work with inline data or do I need a CSV file?

Data enrichment works with both inline JSON data and CSV file formats. You can provide your input data in either format and run the parallel-cli enrich command to append the desired web-sourced fields.

Can I chain multiple data enrichment workflows together?

Yes, you can chain multiple data enrichment workflows together by carrying context through a previous interaction ID. This supports multi-turn research threads to continue enriching lists of entities across separate sessions.

Do I need internet access and parallel-cli to run data enrichment workflows?

Yes, you need internet access and parallel-cli to run data enrichment workflows. The skill relies on public web sources to fetch enrichment data like CEO names, funding rounds, and contact information for your entities.