| name | Anomaly Detection System |
| author | anomalyai |
| version | 1.0.0 |
| type | agent |
| category | Data Science |
| license | MIT |
| description | Implements anomaly detection algorithms for time series, network traffic, and financial transactions |
| tags | ["agent","data-science","ai","automation"] |
| models | ["gpt-4o","claude-3.5-sonnet","gemini-1.5-pro"] |
| parameters | {"temperature":{"type":"number","default":0.7,"min":0,"max":2,"description":"Controls randomness in output generation"},"max_tokens":{"type":"integer","default":4096,"min":256,"max":16384,"description":"Maximum number of tokens to generate"},"streaming":{"type":"boolean","default":false,"description":"Enable streaming output"}} |
| inputs | {"query":{"type":"string","required":true,"description":"Primary input for the skill"},"context":{"type":"object","required":false,"description":"Additional context for processing"}} |
| outputs | {"result":{"type":"string","description":"Primary output from the skill"},"metadata":{"type":"object","description":"Execution metadata including tokens used and latency"}} |
Anomaly Detection System
Implements anomaly detection algorithms for time series, network traffic, and financial transactions
Usage
This skill can be used standalone or as part of an Agent workflow on SkillsHub.
Standalone
skillshub run anomalyai/Anomaly-Detection-System --input "Your query here"
In Agent
Add this skill to your Agent configuration to enable its capabilities.
