Builds a queryable knowledge graph from a folder of code, docs, papers, images, or videos.

How it works

Foe: Fog Wraith, missing facts, outdated docs or thin context.

Foes

  • Fog Wraith

Party · Context

  • PaladinYour agent100/100
  1. Fog Wraith

    The Fog Wraith blocks the way.

    What really happensIt stands for missing facts, outdated docs or thin context.

    Paladin: Context 100/100.

  2. Haze

    The Fog Wraith breathes haze. Swings start to miss.

    What really happensWithout current docs, the agent guesses at APIs that may have changed.

    Paladin takes 8. Paladin: Context 92/100. Paladin: Haze.

  3. Graphify

    Casting the scroll runs graphify on a folder of files.

    What really happensThe agent runs /graphify on a path or a GitHub URL. In Codex the command is $graphify.

    Fog Wraith takes 18.

  4. Graphify

    Tree-sitter reads the code where it sits.

    What really happensCode is parsed locally with tree-sitter. A code-only folder needs no API key and skips the semantic pass.

    Fog Wraith takes 15.

  5. Haze

    The Fog Wraith uses Haze.

    Paladin takes 8. Paladin: Context 84/100. Paladin: Haze.

  6. Graphify

    Docs, papers, images, and video take a meaning pass.

    What really happensThat pass uses the assistant, or Gemini if GEMINI_API_KEY or GOOGLE_API_KEY is already set.

    Fog Wraith takes 15.

  7. Graphify

    Hammer strikes turn the graph into three files.

    What really happensThe run writes graph.html, GRAPH_REPORT.md, and graph.json in graphify-out/.

    Fog Wraith takes 22.

  8. Graphify

    The Fog Wraith drops a graph you can question.

    What really happensgraphify query, graphify path, and graphify explain answer from graph.json.

    Fog Wraith takes 30. Fog Wraith falls.

  9. Victory

    The Fog Wraith falls.

Learn this spell

Claude Code

uv tool install graphifyy
graphify install

Codex

uv tool install graphifyy
graphify install --platform codex

Notes

Needs Python 3.10+ and uv (or pipx). Install the PyPI package graphifyy. Other graphify* packages are not affiliated. Codex invokes the skill as $graphify, and parallel extraction needs multi_agent = true under [features] in ~/.codex/config.toml. Code is parsed on the machine with tree-sitter and needs no API key. Docs, PDFs, images, and video use the assistant, or Gemini if GEMINI_API_KEY or GOOGLE_API_KEY is already set. PDF and video need an extra such as uv tool install "graphifyy[pdf]". Use graphify install, which writes the linked lowercase skill.md as SKILL.md.

This spell has no recorded sessions in the curator's logs. Tried it? Send a spell report.