Data Anomaly Detector skill for OpenClaw

What this skill does

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

The Data Anomaly Detector skill is part of the Automation & Workflows category — automation and workflow skills that schedule, trigger, and orchestrate tasks. You can install it on its own or alongside other automation & workflows skills from the OpenClaw catalog.

How to install the Data Anomaly Detector skill

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 data-anomaly-detector 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 the Data Anomaly Detector skill with a single command:

openclaw skills add data-anomaly-detector

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

How to use the Data Anomaly Detector skill

Once installed, the Data Anomaly Detector skill 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 skill .zip button above to grab data-anomaly-detector-2.1.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/data-anomaly-detector/ (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 Data Anomaly Detector?

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

Is the Data Anomaly Detector skill free?

Yes. It is free to download and run through ClawHub, with no account or payment required. Each skill is published by its own author under its own licence — see its ClawHub page for the licence and source.

What does Data Anomaly Detector do?

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

Related: more automation & workflows skills

If the Data Anomaly Detector skill looks useful, you may also want to check out other automation & workflows skills in the OpenClaw catalog:

• Web Form Automation ⬇ 5.1K
• Amber — Phone-Capable Voice Agent ⬇ 5.1K
• Clawdbot Skill Update ⬇ 5K
• HZL ⬇ 5K
• vmware-nsx-security ⬇ 5K

Skills in this catalog are community-contributed integrations published on ClawHub and distributed under their own open-source licences. Product and company names, and any third-party service a skill connects to, are trademarks of their respective owners; a listing here does not imply affiliation with, sponsorship by, or endorsement from them. This page does not distribute any third-party application. Rights holders can reach us at hello@openclaw-easy.com.

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