Quant Data Quality

What this skill does

数据质量检查技能。当用户说"数据质量"、"数据检查"、"数据异常"、"数据问题"、"因子数据"、"信号数据"时自动触发。提供数据质量检查清单、常见问题识别、修复建议。适用于量化项目的数据质量管理。

Quant Data Quality is part of the Data & APIs category — data and API skills that fetch, query, and work with external data sources. You can install it on its own or alongside other data & apis skills from the OpenClaw catalog.

How to install Quant Data Quality

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for quant-data-quality and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add Quant Data Quality with a single command:

openclaw skills add quant-data-quality

This pulls quant-data-quality from ClawHub and installs it into ~/.openclaw/skills/quant-data-quality/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use Quant Data Quality

Once installed, Quant Data Quality activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download .zip button above to grab quant-data-quality-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/quant-data-quality/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install Quant Data Quality?

Install Quant Data Quality in the OpenClaw Easy desktop app by opening the Skills panel, searching for quant-data-quality, and clicking Install. From a terminal you can run: openclaw skills add quant-data-quality. Either way the skill is placed in ~/.openclaw/skills/quant-data-quality/.

Is Quant Data Quality free?

Yes. Quant Data Quality is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.

What does Quant Data Quality do?

数据质量检查技能。当用户说"数据质量"、"数据检查"、"数据异常"、"数据问题"、"因子数据"、"信号数据"时自动触发。提供数据质量检查清单、常见问题识别、修复建议。适用于量化项目的数据质量管理。

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