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Skills/howell5/willhong-skills/graphify
graphify logo

graphify

howell5/willhong-skills
1K installs0 stars
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Installation

npx skills add https://github.com/howell5/willhong-skills --skill graphify

Summary

Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify

SKILL.md

graphify — Code Navigation Layer

Structural index of the codebase. Know what exists, where, and how it connects — before you grep.

Requires CLI: npm i -g graphify-ts (uses Bun runtime).

Manual updates only. The graph does not refresh on its own — you (or the user) run graphify update or graphify build when you want a fresh index. This avoids write conflicts in git worktrees and other multi-session setups.

First-time setup (one-time per machine)

npm i -g graphify-ts    # install CLI

Then, once per project:

graphify build .

After that, refresh manually whenever the index drifts from the code (see graphify update below).

Commands

/graphify build — Build index (first time, or full rebuild)

graphify build .

Scans all source files, extracts AST structure, saves to graphify-out/graph.json.

Report: "Indexed {files} files, {nodes} symbols, {edges} relationships"

/graphify query <name> — Search for symbols

graphify query graphify-out/graph.json <name>

Case-insensitive search. Returns matching symbols with file locations.

/graphify update <files...> — Incremental update after edits

graphify update graphify-out/graph.json <file1> [file2...]

Re-extract only the specified files. Run this after editing code if you plan to query the graph again in the same session.

/graphify auto-update — Bulk update from git diff

graphify auto-update [dir]

Computes changed code files via git diff + untracked files, then calls updateIndex. Silent when there's nothing to do. Convenient for refreshing after a batch of edits without naming each file.

When to Use

Before searching code: If graphify-out/graph.json exists, query it before Glob or Grep. The graph tells you which files contain which symbols. This is the main value — replace blind keyword search with structured lookup.

After editing: If you'll query the graph again in the same session, run graphify update <edited-files> (or graphify auto-update for a bulk refresh). Otherwise leave it — the next graphify build or update will catch up.

Exploring unfamiliar code: Run /graphify query <concept> to find entry points without guessing filenames.

Supported Languages

Python, JavaScript, TypeScript (JSX/TSX), Go, Rust, Java, C, C++, Ruby, C#, Kotlin, Scala, PHP

Graph Output

Saved as graphify-out/graph.json:

{
  "nodes": [{ "id": "main::app", "label": "App", "sourceFile": "main.py", "sourceLocation": "main.py:5" }],
  "edges": [{ "source": "file::main", "target": "main::app", "relation": "contains", "confidence": "EXTRACTED" }],
  "metadata": { "files": 10, "nodes": 45, "edges": 62 }
}

Edge relations: contains, method, imports, imports_from, calls (INFERRED), inherits

Score

0–100
63/ 100

Grade

C

Popularity15/30

1,061 installs — growing adoption.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Graphify skill score badge previewScore badge

Markdown

[![Graphify skill](https://www.remoteopenclaw.com/skills/howell5/willhong-skills/graphify/badges/score.svg)](https://www.remoteopenclaw.com/skills/howell5/willhong-skills/graphify)

HTML

<a href="https://www.remoteopenclaw.com/skills/howell5/willhong-skills/graphify"><img src="https://www.remoteopenclaw.com/skills/howell5/willhong-skills/graphify/badges/score.svg" alt="Graphify skill"/></a>

Graphify FAQ

How do I install the Graphify skill?

Run “npx skills add https://github.com/howell5/willhong-skills --skill graphify” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Graphify skill do?

Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Graphify skill free?

Yes. Graphify is a free, open-source skill published from howell5/willhong-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Graphify work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Graphify works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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