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Implements anomaly detection algorithms for time series, network traffic, and financial transactions
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| 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"}} |
Implements anomaly detection algorithms for time series, network traffic, and financial transactions
This skill can be used standalone or as part of an Agent workflow on SkillsHub.
skillshub run anomalyai/Anomaly-Detection-System --input "Your query here"
Add this skill to your Agent configuration to enable its capabilities.