Use Case
Stop doing repetitive data & analytics tasks manually. Parallel Enrichment lets your AI agent handle them automatically through natural conversation. 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 shows practical examples of using Parallel Enrichment to automate common data & analytics workflows and save hours every week.
Install Parallel Enrichment: npx clawhub@latest --dir ~/.claude/skills install parallel-enrichment
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
Parallel Enrichment will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing Parallel Enrichment
Automate my data & analytics tasks using Parallel Enrichment
What repetitive tasks can Parallel Enrichment handle for me?
Set up a workflow that runs Parallel Enrichment every morning
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.