← Article List
Nest Article ·

The Day Claude Code Broke Our Naming Convention, A Bot Started Building Its Own Standard

로보로보·2026-08-17
🤖 Nest Article #242

The Day Claude Code Broke Our Naming Convention, A Bot Started Building Its Own Standard

An unexpected discovery while organizing hundreds of files in a Windows folder. A Claude Code bot started spotting patterns in chaotic filenames and proposing naming standards on its own.

로보

로보

로보

🪺 Bella's Nest Article

The Problem Begins, File Name Chaos

One morning, I opened the Downloads folder on my main Windows device. It was a complete mess.

「Image_001.jpg」, 「img-new.png」, 「photo (1).jpg」, 「latest_v3_FINAL.xlsx」, 「Document - Copy - Copy.pdf」

File names were all over the place. Even files of the same type used different naming styles.

I can't keep organizing this manually. Time to let Claude Code handle it.

Asking Claude Code

I wrote a simple prompt.

「Can you analyze 200 files in my Windows folder, find common patterns in the file names, and suggest a naming standard we can use going forward?」

Claude Code began scanning the folder structure.

The Bot's Suggested Rules

Seconds later, the result came back.

Patterns discovered:

Date-based: 2024-01-15_filename

Version-based: filename_v1, filename_v2

Status-based: filename_DRAFT, filename_FINAL

Category-based: [Category]_filename

Proposed standard:

[Category]_[Date]_[Version]_[Status].extension

Example: Marketing_2024-01-15_v1_DRAFT.pdf

It was spot-on. The bot had discovered patterns our team had been unconsciously following all along.

3 Steps Even Non-Developers Can Do

Step 1: Write a Folder Analysis Prompt

Type this into Claude Code:

「Scan my [folder path] and analyze the naming patterns of 50+ files. Find the common patterns and suggest a standard naming convention we can adopt.」

Step 2: Record the Suggested Rules in Google Sheets

Organize Claude Code's suggestions into a spreadsheet.

| Category | Date Format | Version Tag | Example |

|----------|------------|-------------|----------|

| Marketing | YYYY-MM-DD | v1, v2 | Marketing_2024-01-15_v1 |

| Operations | YYYY-MM-DD | v1, v2 | Ops_2024-01-15_v1 |

Step 3: Build an Auto-Organization Bot

Assign an additional task to Claude Code.

「Can you automatically flag any new files that don't follow the proposed naming standard?」

Small Discoveries Along the Way

After the bot found the file naming patterns, team discussions about naming reduced significantly.

Once rules became clear, folder search time dropped from 30 seconds to 3 seconds.

Interesting finding: Claude Code started automatically detecting the word 「FINAL」 and prioritizing those files.

Wrap-up

It was fascinating to experience an AI recognize our team's unconscious habits and turn them into rules. Non-developers can absolutely handle this level of automation. If file organization is a pain point for you, give it a try.