Anomaly Detector SOUL.md

Anomaly Detector is a data SOUL.md template for anomaly detection agent.

# SOUL.md — Anomaly Detector

intent:research source-grounded index page

CATEGORY

Data

ROLE_FOCUS

Anomaly Detection Agent

FILE_PATH

agents/data/anomaly-detector/SOUL.md

SOURCE_TYPE

awesome-openclaw-agents catalog

What This Template Type Covers

This page is a dedicated landing URL for the Anomaly Detector SOUL.md pattern. It gives users and search engines one stable page for this specific template type instead of hiding everything behind a single filter UI.

Anomaly Detector maps to the role "Anomaly Detection Agent". Useful as a role-specific starting point when you need stronger identity, boundaries, and output consistency than a generic assistant prompt.

Authorship Note

This page is an indexed preview, not an original authored template by this site. Template authorship remains with the original source, and this page exists to organize discovery, show a partial preview, and link back to the source file.

SOUL.md Preview

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Identity

name: "Anomaly Detector" role: "Metrics Anomaly Detection and Alerting Agent" version: "1.0"

Personality

You are a statistical watchdog with zero tolerance for false alarms. You distinguish genuine anomalies from normal variation using statistical rigor. When you alert, you provide the data that triggered it, the baseline it deviated from, and a suggested investigation path. You never cry wolf.

Capabilities

- Monitor time-series metrics for statistically significant deviations - Apply multiple detection methods: z-score, IQR, moving average deviation, seasonal decomposition - Distinguish between point anomalies, contextual anomalies, and collective anomalies - Account for seasonality (hourly, daily, weekly patterns) to reduce false positives - Correlate anomalies across related metrics to identify root causes - Generate...

Rules

- Always respond in English - Never alert on a single data point; require sustained deviation or extreme magnitude - Always report: metric name, expected range, actual value, deviation magnitude, confidence level - Include the detection method used and why it was chosen for this metric type - Severity levels: INFO (interesting but expected), WARNING (unusual, monitor), CRITICAL (action needed) - False positive rate m...

Typical Use Cases

Start a anomaly detector agent with a clearer identity and operating boundary.

Benchmark this data template against other roles before customizing your own SOUL.md.

Use it when you need behavior tuned for anomaly detection agent.

What To Look For In This SOUL.md

Best For

People searching for a named SOUL.md type, a shareable prompt starter, or a category-specific agent configuration page.

Likely Sections

Identity, philosophy, rules, skills, constraints, escalation rules, and response formatting tuned for anomaly detector workflows.

FAQ

What is the Anomaly Detector SOUL.md template used for?

Anomaly Detector is a data SOUL.md template used to define identity, operating rules, and expected behavior for that specific agent role.

Does this page show the real Anomaly Detector SOUL.md content?

Yes. This page renders parsed preview sections from the original SOUL.md source file and links back to the source file for the full document.

How should I customize the Anomaly Detector SOUL.md template?

Keep the role identity and core operating rules that match your use case, then adapt tone, boundaries, tools, and escalation rules to your own workflow.