A developer just dropped a free tool that kills the Claude code token problem

@duncanrogoff

89.3K followers · usually 1.1K views a post

Views

734.7K

Likes

48.4K

Comments

808

Shares

6.4K

Selling · SaaS › AI Tool

Graphifyseen in 10 videos →https://github.com/graphify-ai/graphify ↗

Why it worked

The video addresses a specific, high-pain technical problem (wasted tokens/money) and offers a concrete, free solution, making it highly valuable to the target audience of developers.

Summary

The creator explains how a new tool called Graphify optimizes Claude Code usage by creating a knowledge graph of a codebase to reduce token consumption. He demonstrates the problem of redundant file reading and provides a call to action for viewers to get the GitHub link.

Structure

1Identify the problem of high token usage in Claude Code
2Introduce Graphify as the solution
3Explain how Graphify builds a knowledge graph
4Show the efficiency gain of 70x fewer tokens
5Provide a call to action for the GitHub link

Product placement

Graphify is the central focus of the video, shown through screen recordings of its interface and GitHub repository.

Original caption

Most people waste tokens in Claude Code without realizing it. Every new session re-reads your codebase and burns context fast. Graphify fixes that by turning your repo into a knowledge graph instead of re-reading files every time.Way fewer tokens. Faster workflows. DM “Repo” and I’ll send you the GitHub link. #aitools #claudecode #github #coding #automation

More from @duncanrogoff

Their other posts in the index, biggest breakout first.

Call to action

DM 'repo' to receive the GitHub link.

On-screen text

A developer just dropped a free tool that kills the Claude code token problem, and Your $20 plan Now does what The $100 plan used to do. Here's the thing. Every time you Start a new Claude code session Claude basically Re-reads your entire code base Every file, every function - 41 7,304 tokens gone before you even ask a question, right? That's why most people burn through their plan in 2 Days So this tool called Graphify just fixes it. You run it once, it reads your whole code And it builds a full knowledge graph of everything inside. Every connection, Every relationship. Pretty freaking cool. Claude Re-reads Files It just navigates the graph, 70 times fewer tokens. 70% fewer tokens That's not a Typo Super Super cool. So if you want the Link Just Dm Ope i will send the GitHub repo

Transcript

A developer just dropped a free tool that kills the Claude code token problem, and your $20 plan now does what the $100 plan used to do. Here's the thing. Every time you start a new Claude code session, Claude basically re-reads your entire code base. Every file, every function, thousands of tokens gone before you even ask a question, right? That's why most people burn through their plan in two days. So this tool called Graphify just fixes it. You run it once, it reads your whole code base and it builds a full knowledge graph of everything inside. Every connection, every relationship. Pretty freaking cool. Now the next session, Claude doesn't re-read files. It just navigates the graph, 70 times fewer tokens. That's not a typo. Super, super cool. So if you want the direct GitHub link, DM repo, and I will send you the GitHub repo link.