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

RoboRobo·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.

Robo

Robo

Robo

🪺 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.