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#1376 Overall#71 in ProductivityVerified SKILL.md

Data Anomaly Detector

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

OpenClawSKILL.md
5,106ClawHub downloads
174ClawHub active installs
1ClawHub stars
—Momentum rank

What It Does

Data Anomaly Detector packages a focused productivity workflow for an AI agent. Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Popular Use Cases

  • Organize notes, tasks, and project context
  • Turn unstructured input into an action plan
  • Keep recurring work consistent
  • Retrieve information from a personal workspace

Install this Agent Skill

OpenClaw

clawhub install @datadrivenconstruction/data-anomaly-detector

Commands derived from the public ClawHub API record. Checked 2026-10-18. Review the source before running them.

Requirements

OpenClaw or ClawHubRequired / review
Review the source instructions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Why It’s Popular

Data Anomaly Detector addresses a recognizable productivity workflow and is included from current public ClawHub adoption.

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