What is springgraph CLAUDE.md?

Project instructions for Springgraph, a local code-intelligence tool that indexes code into a searchable map of files, symbols, and relationships for AI agents.

Use them when developing Springgraph, running its Vitest tests, building the npm package, or starting its command-line and MCP services.

They explain how to build, test, run, and evaluate the TypeScript project and its command-line tool.

How jinglonglong/springgraph configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to jinglonglong/springgraph. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/jinglonglong/springgraph/master/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/jinglonglong/springgraph

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/jinglonglong/springgraph/claude-md/github.svg)](https://agentmods.dev/instructions/jinglonglong/springgraph/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/jinglonglong/springgraph/claude-md"><img src="https://agentmods.dev/badge/instructions/jinglonglong/springgraph/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/jinglonglong/springgraph/claude-md"><img src="https://agentmods.dev/badge/instructions/jinglonglong/springgraph/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 8,257 This file is loaded in full into every session.

When invoked 8,257 The same file — it is already loaded in full.

Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin 83% copy Near-identical to another mod in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.08257	$0.08257
Opus 5.5	$0.03303	$0.03303
Sonnet 5.5	$0.01651	$0.01651
Haiku 4.5	$0.00826	$0.00826

Measured 1mo ago against content hash 81f1d786d249, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

springgraph CLAUDE.md scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

npm run clean # rm -rf dist

Origin

This is a copy

83% identical to codegraph CLAUDE.md — 270 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

CLAUDE.md · 270 lines

How it starts

The opening of the file, as written. The whole thing — 270 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

Springgraph is a local-first code intelligence library + CLI + MCP server. It parses any supported codebase with tree-sitter, stores symbols/edges/files in SQLite (FTS5), and exposes a knowledge graph to AI agents (Claude Code, Cursor, Codex CLI, opencode) over MCP. Per-project data lives in .springgraph/. Extraction is deterministic — derived from AST, not LLM-summarized.

Distributed as @jinglonglong/springgraph on npm; same binary serves as installer, indexer, and MCP server.

Build, Test, Run

npm run build           # tsc + copy schema.sql and *.wasm into dist/; chmods dist/bin/springgraph.js
npm run dev             # tsc --watch
npm run clean           # rm -rf dist

npm test                # vitest run (all)
npm run test:watch
npm run test:eval       # only __tests__/evaluation/
npm run eval            # build then run __tests__/evaluation/runner.ts via tsx

npm run cli             # build then run the local dist binary

# Single test file / pattern
npx vitest run __tests__/installer-targets.test.ts
npx vitest run __tests__/extraction.test.ts -t "TypeScript"

copy-assets (called from build) copies src/db/schema.sql and all src/extraction/wasm/*.wasm files into dist/. Any new SQL or grammar wasm must be copied or it won't ship.

Node engines: >=18.0.0 <25.0.0. There is a hard exit on Node 25.x (see src/bin/node-version-check.ts).

Architecture

Layered pipeline

files → ExtractionOrchestrator (tree-sitter) → DB (nodes/edges/files)
              ↓
       ReferenceResolver (imports, name-matching, framework patterns)
              ↓
       GraphQueryManager / GraphTraverser (callers, callees, impact)
              ↓
       ContextBuilder (markdown/JSON for AI consumption)

The public API surface is src/index.ts — the Springgraph class wires all the layers and re-exports types. Library users only touch this file; the MCP server and CLI also drive it.

Read the full file on GitHub · 270 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

1mo ago First seen · 270 lines · 8,257 tokens per session scan C 81f1d786d249

Subscribe to this mod's changes

springgraph CLAUDE.md is an instructions file published in the GitHub repository jinglonglong/springgraph (8 stars, last pushed 4mo ago), licensed MIT. It adds 8,257 tokens to every session, about $0.0330 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). It is 83% identical to codegraph CLAUDE.md, differing in 270 lines, and is treated as a copy.

code-analysis developer-tools knowledge-graph mcp mcp-server spring-cloud

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 9,715 tokens

springgraph: Instructions file for Claude Code