Communityv2.1.0

Data Anomaly Detector

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

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Skill Details

Slug
data-anomaly-detector
Latest Version
2.1.0
Author
datadrivenconstruction
Published
Feb 7, 2026
Updated
May 11, 2026
Total Versions
2

How to Install

  1. 1 on OpenClawdBots (takes under 60 seconds).
  2. 2Open your bot dashboard and go to the Skills tab.
  3. 3Switch to the ClawHub tab and search for Data Anomaly Detector.
  4. 4Click Install and the skill is deployed to your bot automatically.

Changelog — v2.1.0

- Added detailed documentation and usage examples to SKILL.md for construction anomaly detection. - Clarified support for statistical (IQR, z-score) and business rule-based anomaly detection for costs and schedules. - Described construction-specific thresholds and anomaly types handled (cost, schedule, productivity). - Provided technical overview and sample Python implementation in SKILL.md.