---
title: "CLI-Anything OpenRefine - Air Market"
description: "When you have a messy spreadsheet or data file, OpenRefine is a tool for cleaning it up. This lets an agent use OpenRefine for you: bring the data in, apply cleanup steps, check the rows and export t…"
canonical: "https://airmarket.ai/app/cli-anything-openrefine"
---

[Air Market](/) / [Data & Analytics](/category/data) / CLI-Anything OpenRefine

Skill by [✨Data Intelligence Lab@HKU✨](/@hkuds)

# CLI-Anything OpenRefine

Clean up messy data in OpenRefine with an agent doing the steps

## What this does

When you have a messy spreadsheet or data file, OpenRefine is a tool for cleaning it up. This lets an agent use OpenRefine for you: bring the data in, apply cleanup steps, check the rows and export the clean version. You can undo and redo along the way.

### Top 3 things it does for you

- Bring a messy data file into OpenRefine
- Replay a saved set of cleanup steps
- Look through rows to check the data

## Information

**CLI-Anything OpenRefine at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [✨Data Intelligence Lab@HKU✨](/@hkuds) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 557 bytes |
| Licence | Apache-2.0 |
| Repository | [HKUDS/CLI-Anything](https://github.com/HKUDS/CLI-Anything/tree/bf3cc39e2edb0be313e395077e4cd3f1f4573c53/openrefine/agent-harness/skills/cli-anything-openrefine) |
| GitHub stars | 58,493 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of CLI-Anything OpenRefine and flagged nothing. AIR's verdict: **safe**.

**What CLI-Anything OpenRefine's check was run against**

|  |  |
| --- | --- |
| Commit | bf3cc39e2edb0be313e395077e4cd3f1f4573c53 |
| Content hash | 5137bdb216e4074b56589e2582da4bde2125ef04ec5812f57ca7d4e798119518 |
| Files read | [Browse the files at this exact commit](https://github.com/HKUDS/CLI-Anything/blob/bf3cc39e2edb0be313e395077e4cd3f1f4573c53/openrefine/agent-harness/skills/cli-anything-openrefine/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for CLI-Anything OpenRefine](/security/cli-anything-openrefine)

## About CLI-Anything OpenRefine

Use OpenRefine through a command-line tool built for agents. It imports messy data, applies operation histories saved as JSON, inspects rows and exports the cleaned data.

It also manages undo and redo for the session.

## What's inside

- SKILL.md - instructions

## Questions

### Is CLI-Anything OpenRefine safe to install?

AIR scanned this exact version of CLI-Anything OpenRefine and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit bf3cc39e2edb, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/cli-anything-openrefine.

### How do I install CLI-Anything OpenRefine?

Open https://airmarket.ai/app/cli-anything-openrefine on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/HKUDS/CLI-Anything/tree/bf3cc39e2edb0be313e395077e4cd3f1f4573c53/openrefine/agent-harness/skills/cli-anything-openrefine. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by ✨Data Intelligence Lab@HKU✨](/@hkuds)

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Canonical URL: <https://airmarket.ai/app/cli-anything-openrefine>