feature-engineering-agent

name	Feature Engineering Agent
author	featureai
version	1.0.0
type	agent
category	Data Science
license	MIT
description	Suggests and generates feature engineering code based on dataset characteristics and target variable
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"}}

Feature Engineering Agent

Suggests and generates feature engineering code based on dataset characteristics and target variable

Usage

This skill can be used standalone or as part of an Agent workflow on SkillsHub.

Standalone

skillshub run featureai/Feature-Engineering-Agent --input "Your query here"

In Agent

Add this skill to your Agent configuration to enable its capabilities.