anomaly-detector
Anomaly Detector - Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category.
Best use case
anomaly-detector is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Anomaly Detector - Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category.
Teams using anomaly-detector should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/anomaly-detector/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How anomaly-detector Compares
| Feature / Agent | anomaly-detector | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Anomaly Detector - Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
ChatGPT vs Claude for Agent Skills
Compare ChatGPT and Claude for AI agent skills across coding, writing, research, and reusable workflow execution.
SKILL.md Source
# Anomaly Detector ## Purpose This skill provides automated assistance for anomaly detector tasks within the Data Analytics domain. ## When to Use This skill activates automatically when you: - Mention "anomaly detector" in your request - Ask about anomaly detector patterns or best practices - Need help with data analytics skills covering sql queries, data visualization, statistical analysis, and business intelligence. ## Capabilities - Provides step-by-step guidance for anomaly detector - Follows industry best practices and patterns - Generates production-ready code and configurations - Validates outputs against common standards ## Example Triggers - "Help me with anomaly detector" - "Set up anomaly detector" - "How do I implement anomaly detector?" ## Related Skills Part of the **Data Analytics** skill category. Tags: sql, analytics, visualization, statistics, bi
Related Skills
flaky-test-detector
Flaky Test Detector - Auto-activating skill for Test Automation. Triggers on: flaky test detector, flaky test detector Part of the Test Automation skill category.
model-drift-detector
Model Drift Detector - Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category.
env-secret-detector
Env Secret Detector - Auto-activating skill for Security Fundamentals. Triggers on: env secret detector, env secret detector Part of the Security Fundamentals skill category.
code-injection-detector
Code Injection Detector - Auto-activating skill for Security Fundamentals. Triggers on: code injection detector, code injection detector Part of the Security Fundamentals skill category.
schema-optimization-orchestrator
Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"
test-skill
Test skill for E2E validation. Trigger with "run test skill" or "execute test". Use this skill when testing skill activation and tool permissions.
example-skill
Brief description of what this skill does and when the model should activate it. Use when [describe the user's intent or situation]. Trigger with "example phrase", "another trigger", "/example-skill".
testing-visual-regression
Detect visual changes in UI components using screenshot comparison. Use when detecting unintended UI changes or pixel differences. Trigger with phrases like "test visual changes", "compare screenshots", or "detect UI regressions".
generating-unit-tests
Test automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions. Use when creating test coverage for functions, classes, or modules. Trigger with phrases like "generate unit tests", "create tests for", or "add test coverage".
generating-test-reports
Generate comprehensive test reports with metrics, coverage, and visualizations. Use when performing specialized testing. Trigger with phrases like "generate test report", "create test documentation", or "show test metrics".
orchestrating-test-execution
Test coordinate parallel test execution across multiple environments and frameworks. Use when performing specialized testing. Trigger with phrases like "orchestrate tests", "run parallel tests", or "coordinate test execution".
managing-test-environments
Test provision and manage isolated test environments with configuration and data. Use when performing specialized testing. Trigger with phrases like "manage test environment", "provision test env", or "setup test infrastructure".