← Rankings · AI-RELATED REPO

jay-withers/factory

Front door for working across every jay-withers repository with Claude Code: clones them all on demand and ships each change as a PR in the repo it belongs to

Shell MIT GitHub ↗

★ 0

stars

AI relevance

solo dev

tool sigs

AI Coding Tools Used

This repository contains config files from these AI coding tools, indicating AI-assisted development.

Claude Code CLAUDE.md

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🤖 LLM models (1)

Claude

GitHub Topics

#automation #claude-code #devcontainer

Language breakdown (by bytes)

Shell

87.1%

Makefile

12.1%

JavaScript

0.8%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match

Description +25 matched: claude

GitHub topics +25 matched: claude

README head +20 (derived from the score — README text is not stored)

Total AI relevance score: 70 / 100

Position among AI repos in the same language

We track 1,358 Shell repos, of which 1,185 score 40 or above on AI relevance. 357 have more stars than this one (top 26.4%), and 419 score higher (top 30.9%).

Owner

Account

jay-withers

Type

User

Followers

Dates

Created on GitHub	2026-10-24
Last push	2026-10-24
First seen here	2026-10-24
Last fetched	2026-10-24 18:12

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