Borrowing it
Nothing to install: this file belongs to lainXXX/omniAgent. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/lainXXX/omniAgent/master/CLAUDE.mdgit clone --depth 1 https://github.com/lainXXX/omniAgentWrote 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.
[](https://agentmods.dev/instructions/lainxxx/omniagent/claude-md)<a href="https://agentmods.dev/instructions/lainxxx/omniagent/claude-md"><img src="https://agentmods.dev/badge/instructions/lainxxx/omniagent/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.
<a href="https://agentmods.dev/instructions/lainxxx/omniagent/claude-md"><img src="https://agentmods.dev/badge/instructions/lainxxx/omniagent/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.03833 | $0.03833 |
| Opus 5.5 | $0.01533 | $0.01533 |
| Sonnet 5.5 | $0.00767 | $0.00767 |
| Haiku 4.5 | $0.00383 | $0.00383 |
Grade C, and why
omniAgent 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 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
| `SuicideCommandDetector` | Detects system-destroying commands (rm -rf, fork bombs) | How it starts
The opening of the file, as written. The whole thing — 324 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
OmniAgent — a Spring Boot 3.5.10 AI Agent system with multi-vendor LLM support, tool-calling capabilities, RAG document processing, and a React/Vite frontend. Designed as a graduation thesis project.
Build & Run Commands
# Backend
./mvnw clean package -DskipTests # Build
./mvnw spring-boot:run # Run (dev profile active by default)
./mvnw spring-boot:run -Dspring-boot.run.profiles=dev
./mvnw test # Run all tests
./mvnw test -Dtest=ClassName#methodName # Single test
./mvnw compile # Fast check
# Frontend (separate Node project)
cd frontend
npm run dev # Dev server on :9500
npm run build # Production build
npm run test # Vitest
Backend Architecture (src/main/java/top/javarem/omni/)
Package Structure
| Package | Responsibility |
|---|---|
controller/ |
REST endpoints: chat, auth, questions, knowledge-base, pet |
service/ |
Business logic: ChatService, AskUserQuestionService, RAG ETL |
service/rag/ |
RAG pipeline: ETL, text splitting, token counting |
service/chat/ |
LLM chat orchestration, ChatModelStrategy multi-vendor adapter |
service/chat/strategy/ |
DeepSeekChatStrategy, MiniMaxChatStrategy, AnthropicChatStrategy |
advisors/ |
Spring AI Advisor chain: lifecycle, context compression, message format, task progress |
tool/ |
All AgentTool implementations |
tool/file/ |
Read/Write/Edit/Grep/Glob file tools |
tool/web/ |
WebSearch, WebFetch tools |
tool/bash/ |
Bash execution with security validation |
tool/rag/ |
RAG query tool |
tool/agent/ |
Sub-agent system: launch, session management, worktree isolation |
tool/approval/ |
AskUserQuestion and DangerousCommand approval flow |
repository/chat/ |
MySQL chat history (MemoryRepository) |
repository/rag/ |
PostgreSQL kb_file operations (RagFileRepository) |
config/ |
Spring configuration: security, web, thread pool, RAG, skills |
model/ |
DTOs, entities, records |
security/ |
JWT auth, user details, filters |
loader/ |
SkillLoader, SystemMessageLoader |
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 · 324 lines · 3,833 tokens per session scan C cdb4cbf58701
omniAgent CLAUDE.md is an instructions file published in the GitHub repository lainXXX/omniAgent (49 stars, last pushed 4mo ago), licensed MIT. It adds 3,833 tokens to every session, about $0.0153 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
omniAgent CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| omniAgent CLAUDE.mdlainXXX/omniAgent | Instructions file | 49 | 4mo ago | MIT | C | 3,833 | 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 | yesterday | 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 |