# parallel-data-enrichment

> Claude/Codex skill by [@parallel-web](https://omgskills.com/library/parallel-web/index.md) · 90 stars · Updated 2026-10-21

Bulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass --previous-interaction-id from a prior research task to carry context forward.

## Install

```sh
git clone https://github.com/parallel-web/parallel-agent-skills /tmp/parallel-agent-skills && ln -s /tmp/parallel-agent-skills/skills/parallel-data-enrichment ~/.claude/skills/parallel-data-enrichment
```

## From README

Data Enrichment Enrich: $ARGUMENTS Before starting Inform the user that enrichment may take several minutes depending on the number of rows and fields requested. Optional: Suggest output columns If the user gave a vague intent ("enrich these companies with useful info") and you're not sure what columns to add, ask the API for a suggestion before kicking off the run: The response is an envelope: {title, processor, enrichedcolumns, warnings}. Extract just the enrichedcolumns array (not the whole envelope) and pass it as the value of --enriched-columns on enrich run, in place of --intent. These flags are alternative ways to specify what to enrich. If suggest returned a processor, pass it explicitly via --processor on the run call. Skip this section if the user already specified the fields they want. enrich suggest requires parallel-cli ≥ 0.3.0. If only that command is missing, skip the optional suggestion step and use --intent in step 1. Suggest an -specific upgrade from .

## Links

- HTML page: https://omgskills.com/library/parallel-web/parallel-agent-skills/skills/parallel-data-enrichment/
- GitHub: https://github.com/parallel-web/parallel-agent-skills
- Author: [@parallel-web](https://omgskills.com/library/parallel-web/index.md)

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