pandas-data-wrangler

name	Pandas Data Wrangler
author	datacraft
version	1.0.0
type	prompt
category	Data Science
license	MIT
description	Generates Pandas code for data cleaning, transformation, and feature engineering from natural language
tags	["prompt","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"}}

Pandas Data Wrangler

Generates Pandas code for data cleaning, transformation, and feature engineering from natural language

Usage

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

Standalone

skillshub run datacraft/Pandas-Data-Wrangler --input "Your query here"

In Agent

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