howell5/willhong-skills

graphify

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

All-time #6402 First seen Apr 9, 2026
8-week activity · all time api

Installation

$ npx skills add howell5/willhong-skills --skill graphify

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 1
License MIT
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsBash(graphify:*)

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,150 B
  • docs SUMMARY.md 233 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1,901 installs

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