Graphify
A Claude Code skill that maps a codebase into a knowledge graph so Claude can navigate large projects faster and cheaper.
Before & after
Same prompt, same agent — the only difference is the skill.
Let me search the codebase for rate limiting. I'll need to look through the files. Based on common patterns, rate limiting is often found in: - Middleware files - API route handlers - A dedicated utils or lib directory Let me read through the project structure and check the most likely locations... [reads 40+ files across src/, api/, and middleware/ before answering] I found a rate limiter in src/middleware/rateLimit.ts. It appears to be used in some API routes, though I'd need to check each route to confirm which ones.
Queried the graph — no repo scan needed. rate limiting → 3 definitions, 11 call sites DEFINED lib/rate-limit.ts:14 slidingWindow() ← the real implementation lib/rate-limit.ts:52 perIpLimiter() → wraps slidingWindow middleware.ts:8 edgeLimiter() → separate, Redis-free, edge only CALLED FROM perIpLimiter → api/auth/login, api/auth/register, api/checkout (+2) edgeLimiter → middleware.ts matcher: /api/public/* slidingWindow → called directly in api/webhooks/stripe:31 ⚠ bypasses perIpLimiter's logging DEPENDS ON lib/redis.ts (ioredis) — edgeLimiter does NOT, so limits aren't shared across the two paths 3 files read instead of 40+.
About this skill
name: graphify description: Use when A Claude Code skill that maps a codebase into a knowledge graph so Claude can navigate large projects faster and cheaper.
Graphify
Graphify builds a structured knowledge graph of a codebase (files, functions, dependencies) so Claude Code can look up relevant context directly instead of re-reading the whole repo each session. Referenced as one of the top GitHub-trending Claude Code skills.
What you get
- A navigable knowledge graph of your codebase for faster, cheaper context lookups.
Customize your output
- Point it at any repo
- regenerate the graph as the codebase changes.
Example output
Claude answering where is X handled by querying the graph instead of scanning every file.
Best for
Developers working in large or unfamiliar codebases with Claude Code.
SKILL.md preview
---
name: graphify
description: Use when working in a large codebase and Claude Code needs faster, cheaper navigation than re-reading the whole repository each session.
version: 1.0.0
category: Development / Code Understanding
author: AgentVolt
license: proprietary
tags:
- development
- code-understanding
- standard
---
# Graphify
Builds a structured knowledge graph of a codebase — files, functions, dependencies — so navigation happens through targeted lookups instead of re-reading the whole repo each session.
## When to use
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