# Infer And Normalize Broken CSV Dialects Before Import With Clevercsv

> Detect messy CSV dialects, standardize malformed files, and generate reliable import code before ingestion pipelines or analyst workflows fail.

- Skill: `agentskillexchange/infer-and-normalize-broken-csv-dialects-before-import-with-c` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/infer-and-normalize-broken-csv-dialects-before-import-with-c`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/infer-and-normalize-broken-csv-dialects-before-import-with-c/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/infer-and-normalize-broken-csv-dialects-before-import-with-c

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# Infer And Normalize Broken CSV Dialects Before Import With Clevercsv

Detect messy CSV dialects, standardize malformed files, and generate reliable import code before ingestion pipelines or analyst workflows fail.

## Prerequisites

Python 3, pip

## Installation

Use the upstream install or setup path that matches your environment:
- $ pip install clevercsv[full]
- $ pip install clevercsv
- make working with CSV files easier. For instance, it can be used to view a CSV

Requirements and caveats from upstream:
- *CleverCSV provides a drop-in replacement for the Python* csv *package
- command line tool that can standardize a messy file or generate Python code to
- started with the CleverCSV Python package and the command line interface.

Basic usage or getting-started notes:
- [Click here](#introduction) to go to the introduction with more details about
- CleverCSV. If you're in a hurry, below is a quick overview of how to get
- # Import the package

- Source: https://github.com/alan-turing-institute/CleverCSV
- Extracted from upstream docs: https://raw.githubusercontent.com/alan-turing-institute/CleverCSV/HEAD/README.md

## Documentation

- https://clevercsv.readthedocs.io/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/infer-and-normalize-broken-csv-dialects-before-import-with-clevercsv/)