Use Case
Parallel Enrichment is a powerful AI agent skill that extends your assistant with new capabilities. Bulk data enrichment via Parallel API. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. This guide walks you through installing Parallel Enrichment, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Parallel Enrichment: npx clawhub@latest --dir ~/.claude/skills install parallel-enrichment
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to data & analytics to trigger Parallel Enrichment
Review the output and refine your prompt for better results
Combine Parallel Enrichment with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Parallel Enrichment
Help me get started with Parallel Enrichment
What can Parallel Enrichment do for my data & analytics workflow?
Show me an example of using Parallel Enrichment
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install parallel-enrichmentOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install parallel-enrichmentβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/parallel-enrichment/π‘Extract and place the folder at the path above, then restart your agent.