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graphify

Build, update, or query a persistent knowledge graph for a codebase or mixed corpus.

Skill by mineugene

IndexedMIT★ 1
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/mineugene-graphify

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Build, update, or query a persistent knowledge graph for a codebase or mixed corpus. Invoke only when the user asks to build, update, or query a graph, or after broad exploration requires graph lookup. Do not invoke merely because the user mentions graphify, names a skill, or writes 'skill <word>'. Requires the optional graphify CLI.

Use cases: documents

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/graphify

What's inside

Skill name
graphify
Description
Build, update, or query a persistent knowledge graph for a codebase or mixed corpus. Invoke only when the user asks to build, update, or query a graph, or after broad exploration requires graph lookup. Do not invoke merely because the user mentions graphify, names a skill, or writes 'skill <word>'. Requires the optional graphify CLI.
License
MIT
Instructions
57 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Graphify

## Before starting

1. Run `graphify --version`. If it fails, show the installation guidance in this
   package's README, explain that Graphify is optional, and stop. Do not install
   packages with pip.
2. Work in the path supplied in `$ARGUMENTS`, or the current directory when no
   path is supplied. Graph files live in that directory's `graphify-out/`.
3. If `graphify --help` disagrees with a command below, follow its syntax.

## Authorisation

Run `graphify extract` or `graphify update` only when the user's arguments
explicitly request that operation. A missing graph, pending work, a query
needing fresh evidence, or a finished refactor does not authorise a refresh.

Run `graphify hook ...` or `graphify watch ...` only on explicit request and
after explicit user approval.

## Choose the command

Use the first matching case:

1. Code-only graph requested: run `graphify extract <path> --code-only`.
2. Full build or semantic/mixed refresh requested: run
   `graphify extract <path>`. Reuse incremental extraction and its cache; do not
   add `--force`.
3. Code refresh requested: run `graphify update <path>`. This uses local AST
   parsing, no LLM, and does not refresh non-code semantics.
4. `/graphify --update` requested: run `graphify update <path>`. If the user
   also wants non-code content refreshed, run incremental `graphify extract
   <path>` and explain that semantic extraction can use LLM tokens.
5. Discovery or architecture question: run `graphify query "<question>"`.
6. One node named: run `graphify explain "<node>"`.
7. Two nodes named: run `graphify path "<node-a>" "<node-b>"`.
8. Hook status, install, or removal requested: run
   `graphify hook status|install|uninstall`.
9. Watcher requested: run `graphify watch <path>`.
10. Other arguments supplied: ask which operation to run.
11. No arguments supplied: report whether `graphify-out/graph.json` exists, and
    list the available query and refresh operations. Run no graph command.

Choose routine query commands yourself rather than asking the user to choose.

## Freshness

Graphify's own git hook and `graphify pi guard` manage freshness. Do not read
or delete marker files. This skill provides guidance; it does not intercept
commands.

## Failures

1. On a refresh failure or unavailable model backend, report the failure and
   retry at most once.
2. Continue with existing graph results, and verify conclusions against source
   files when a refresh failed.

From mineugene/pi-dev-config, MIT.

More from mineugene/pi-dev-config

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Last commit (this folder)
Oct 22, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

graphify skill. Agent Mart. https://agentmart.dev/skills/mineugene-graphify (last updated 2026-10-24)