Data Anomaly Detector

# Data Anomaly Detector

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

## Discovery Metadata
- Category: `productivity`
- Framework: `ClawHub`
- Tags: `data`, `anomaly`, `detector`, `detect`, `anomalies`, `outliers`, `construction`, `unusual`, `costs`, `schedule`

## Agent Execution Policy

This listing is **discovery metadata only**. Canonical instructions are maintained by ClawHub.

### Before Executing Actions

1. **Fetch canonical instructions** from: https://clawhub.ai/skill/data-anomaly-detector
2. **Parse the skill page** for setup, usage, and input/output requirements.
3. **Only proceed** after successfully loading and understanding the full instructions.

### If Fetch Fails

- Return `instruction_unavailable` with reason.
- Do **not** attempt to infer or improvise execution steps from this metadata alone.

## Source

- ClawHub listing: https://clawhub.ai/skill/data-anomaly-detector