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What you can do with Graphify

Graphify is a tool that turns a codebase, its docs, configs, and PDFs into a knowledge graph that an AI coding assistant can query instead of grepping files.

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Graphify-Labs/graphify on GitHub

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What do you want to do?

4 use cases

  • Map an unfamiliar codebase in one run

    Build a browsable graph and a highlights report for a project you have not worked in before.

    View prompt
    In the Graphify-Labs/graphify repo setup, run `/graphify <repo-path>` on the target repository at <repo-path>. Confirm that graphify-out/ contains graph.html, GRAPH_REPORT.md, and graph.json, then summarize the top concepts listed in GRAPH_REPORT.md.

  • Answer architecture questions from the graph

    Ask plain-language questions and get scoped answers instead of grepping through files.

    View prompt
    Using the Graphify-Labs/graphify repo, run `graphify explain "<concept>"` on the target project at <project-path> and list its connections. Expected output is the node's source location, community, and connections with their EXTRACTED or INFERRED tags; verify that any claim you make from an INFERRED edge is labeled as inferred.

  • Trace how two components connect before a change

    Find the path between two modules or concepts to see what a change could affect.

    View prompt
    In the Graphify-Labs/graphify repo, run `graphify path <node-a> <node-b>` against the graph in <project-path>/graphify-out/. Expected output is the chain of nodes connecting the two, with edge tags; verify each hop has a source location before listing it as a dependency.

  • Link design docs and PDFs to the code they describe

    Put docs, PDFs, and rationale comments into the same graph as the source they explain.

    View prompt
    Using the Graphify-Labs/graphify repo, run `/graphify <repo-path>` on the target project and then `graphify explain "<code-concept>"` for one concept that an ADR or RFC cites. Expected output is the concept's connections including the doc reference; verify the doc reference appears as a node before reporting the link.

How to use Graphify

  1. Check you have what it needs: Python 3.10 or newer; uv (recommended) or pipx; A supported AI coding assistant, such as Claude Code, Cursor, Codex, or Gemini CLI.
  2. Open Graphify-Labs/graphify on GitHub and read the README and license.
  3. Run uv tool install graphifyy (or pipx install graphifyy) to install the CLI.
  4. Run graphify install once so it registers the skill with your assistant.
  5. Open your AI assistant in the repository and type /graphify .
  6. Open graphify-out/graph.html in a browser and read graphify-out/GRAPH_REPORT.md.

These steps come from our top use case, Map an unfamiliar codebase in one run, which also has a copy-paste agent prompt.

Graphify alternatives · Best AI repos for Software and DevOps

About this repo

  • Who it is forDevelopers and engineering leads who work in an unfamiliar or large codebase and use Claude Code, Cursor, Codex, Gemini CLI, or another supported assistant.
  • Why it is hot
  • LanguagePython
  • Sourcegithub.com/Graphify-Labs/graphify · Back to Hot repos

Requirements

  • Python 3.10 or newer
  • uv (recommended) or pipx
  • A supported AI coding assistant, such as Claude Code, Cursor, Codex, or Gemini CLI
  • A local copy of the repository you want to map
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Questions about Graphify

What is Graphify?

Graphify is a tool that turns a codebase, its docs, configs, and PDFs into a knowledge graph that an AI coding assistant can query instead of grepping files. It is an open-source project on GitHub: https://github.com/Graphify-Labs/graphify.

Who is Graphify for?

Developers and engineering leads who work in an unfamiliar or large codebase and use Claude Code, Cursor, Codex, Gemini CLI, or another supported assistant.

What can I do with Graphify?

4 use cases so far, for example: Map an unfamiliar codebase in one run; Answer architecture questions from the graph; Trace how two components connect before a change. Each has steps and a copy-paste agent prompt.

What do I need to run Graphify?

Python 3.10 or newer; uv (recommended) or pipx; A supported AI coding assistant, such as Claude Code, Cursor, Codex, or Gemini CLI; A local copy of the repository you want to map.

What are alternatives to Graphify?

Other hot AI repos in Software and DevOps: Harness2, iFixAi, Orca, Diagram Design, AI Memory.

Is Graphify safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.