What is IntelliConnect CLAUDE.md?

A repository guide for Claude Code, an AI coding assistant, in the IntelliConnect project. It documents the project, its Java and Vue technology, and how to build the backend with Maven.

Use it when asking Claude Code to change, build, or inspect IntelliConnect, especially its Spring Boot backend, Vue frontend, databases, or IoT components.

It gives the coding assistant the project context and the correct commands, reducing mistakes caused by guessing the codebase or development setup.

How ruanrongman/IntelliConnect configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to ruanrongman/IntelliConnect. 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/ruanrongman/IntelliConnect/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/ruanrongman/IntelliConnect

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/ruanrongman/intelliconnect/claude-md/github.svg)](https://agentmods.dev/instructions/ruanrongman/intelliconnect/claude-md)

Your own site

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

Per session 1,859 This file is loaded in full into every session.

When invoked 1,859 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found 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	$0.01859	$0.01859
Opus 5.5	$0.00744	$0.00744
Sonnet 5.5	$0.00372	$0.00372
Haiku 4.5	$0.00186	$0.00186

Measured 2mo ago against content hash a5ea1ae65e9e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

IntelliConnect CLAUDE.md scanned grade A with 0 findings 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 175 lines

How it starts

The opening of the file, as written. The whole thing — 175 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

IntelliConnect - The first Agent-based AI IoT platform. An AI-powered Internet of Things platform built with Spring Boot 3.5.7 and Java 21, featuring multi-agent architecture, voice capabilities (ASR/TTS/VAD), RAG knowledge bases, native knowledge graphs, MCP (Model Context Protocol) support, and complete IoT infrastructure with Thing Model abstraction.

Technology Stack

Backend: Java 21, Spring Boot 3.5.7, Spring Security, JWT, Maven
Frontend: Vue 3 (in /web directory)
AI/LLM: LangChain4j, Dashscope/Qwen3, GLM/Zhipu, DeepSeek v4, SiliconFlow, UniApi
Voice: ASR (Dashscope/Funasr), TTS (MiniMax, Edge TTS, Xunfei), VAD (ONNX Runtime), Opus codec
Databases: MySQL 8.0 (JPA/Hibernate), Redis, InfluxDB (time-series), ChromaDB (vector)
IoT: EMQX 5.8.4 MQTT broker with gRPC ExHook integration
Other: gRPC, WebSocket, Quartz scheduling, Thymeleaf, Jasypt encryption

Build Commands

Backend (Maven)

# Windows local JDK 21 is at:
# C:\Users\Lenovo\.jdks\ms-21.0.9
# If java -version shows Java 17, set JAVA_HOME before using Maven Wrapper:
# $env:JAVA_HOME='C:\Users\Lenovo\.jdks\ms-21.0.9'; $env:Path="$env:JAVA_HOME\bin;$env:Path"

# Clean and compile
./mvnw clean compile

# Build executable JAR (runs tests by default)
./mvnw clean package

# Build executable JAR, skip tests
./mvnw clean package -DskipTests

# Run code formatting with Spotless
./mvnw spotless:apply

# Run tests
./mvnw test

# Encrypt configuration values with Jasypt
./mvnw jasypt:encrypt -Djasypt.encryptor.password=your-password

# On Windows use
mvnw.cmd clean package -DskipTests

Frontend (Vue 3)

cd web

# Install dependencies
npm install

# Start development server
npm run dev

# Production build
npm run build

Infrastructure (Docker)

cd docker
docker-compose up -d

Starts MySQL 8.0, Redis, InfluxDB, EMQX 5.8.4, ChromaDB, and optional Funasr service.

Read the full file on GitHub · 175 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.

2mo ago First seen · 175 lines · 1,859 tokens per session scan A a5ea1ae65e9e

Subscribe to this mod's changes

IntelliConnect CLAUDE.md is an instructions file published in the GitHub repository ruanrongman/IntelliConnect (150 stars, last pushed 3d ago), licensed Apache-2.0. It adds 1,859 tokens to every session, about $0.0074 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

agent iot-core iot-platform mcp-client mcp-server xiaozhi-ai

IntelliConnect CLAUDE.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
IntelliConnect CLAUDE.mdruanrongman/IntelliConnect	Instructions file	150	3d ago	Apache-2.0	A	1,859	Claude Code
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	today	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

IntelliConnect: Instructions file for Claude Code