
Omni Scanner
io.github.Pantheon-LadderWorks由 GitHub 账号 Pantheon-LadderWorks 发布v0.7.3更新于 Nov 3, 2026
Codebase observatory with 56+ scanners for git health, architecture, and documentation.
概览
Omni Scanner 是一个本地 MCP 服务器,把 55 个只读代码库扫描器以工具形式提供给 AI 助手,用于 git 健康、架构、文档与依赖分析。
- 可以做什么
- 对目标目录运行静态与架构扫描器,检查契约、依赖、导入、边界、耦合与漂移
- 编目项目、CLI 命令、核心与 MCP 服务器,并分析 Python、Node.js、Rust 等语言生态
- 查看 git 状态、提交历史、开发速度与 PR 遥测,并搜索文件、文本与正则模式
- 评估文档内聚性、内容深度与知识图谱,并进行配置驱动的数据库扫描
- 绘制项目星座图、检查治理合规性并生成结构化报告
- 适用场景
- 适合让助手审计或梳理陌生代码库、检查架构边界与文档漂移,或在不修改任何文件的前提下生成治理与健康报告。
- 运行要求
- 作为本地 Python 进程运行(Python 3.8+),从 omni-governance 的 PyPI 包安装;核心依赖为 pyyaml 与 pydantic。可选的 Federation 模式需要 federation_heart 后端。配置可来自 omni.yml 或环境变量,如 OMNI_ROOT、OMNI_REPO_INVENTORY、OMNI_WORKSPACES 和 OMNI_DB_CONFIG_PATH。
安装
在 SourceWeft 中
- 打开 控制台中的 Omni Scanner,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
🔱 Omni — The All-Seeing Eye
The Federation Governance Tricorder — A modular, extensible observation engine that scans, maps, and guards codebases at galactic scale.
"Never trust documentation, trust reality." — ACE
Omni is a Python-powered passive observation platform that discovers the truth about your code. It doesn't modify files or break builds — it sees, maps, and reports. Think of it as a tricorder for your codebase: point it at any directory and it reveals structure, dependencies, health, drift, and compliance in seconds.
✨ At a Glance
🚀 Quick Start
New Here? Check out the Beginner's Guide: Zero to Hero for a step-by-step setup tutorial.
Install
Your First Scan
Explore the Ecosystem
🏗️ Architecture — The Trinity
Omni follows the Trinity Architecture — three layers with strict separation of concerns:
Read-Only Guarantee: Scanners never modify source files. Only Builders write, and only to designated artifact directories.
For the full architectural deep-dive, see ARCHITECTURE.md.
🔍 Scanner Categories
Omni's 55 scanners are organized into 12 categories. Each scanner implements the universal scan(target: Path) → dict contract and is auto-discovered via SCANNER_MANIFEST.yaml files.
Open Source Scanners (Included in Build)
Federation-Exclusive Scanners (Not in Open Source Build)
These scanners require the Federation Heart backend and are part of the proprietary governance layer. They appear in
omni introspectwhen the Heart is available but are not distributed with the open-source release.
Each category has its own README with detailed scanner documentation. See the Scanner Architecture Guide for the complete reference.
🏛️ The Four Pillars
Pillars are orchestration subsystems that coordinate multiple scanners and produce higher-level intelligence:
See Pillars Architecture for the deep dive.
⚡ CLI Command Reference
🔌 Federation Mode vs. Standalone
Omni operates in two modes, transparently:
Standalone Mode (Default)
No external dependencies. Configuration from omni.yml and environment variables. All open-source scanners work perfectly. Ideal for individual developers and open-source projects.
Federation Mode (Optional)
When federation_heart is installed, Omni gains:
- CartographyPillar — Canonical path resolution across the entire Federation
- Constitution — Governance rule enforcement from a central authority
- CMP Integration — Project identity resolution against the Canonical Master Project database
- Runtime Health — Live status of Federation services, stations, and tunnels
The integration is handled by a single shim (omni/config/settings.py) that bridges to the Heart when available and falls back gracefully when it's not.
🧠 MCP Server
Omni includes a Model Context Protocol (MCP) server that exposes all 55 scanners as AI-callable tools. Any MCP-compatible AI assistant can invoke Omni's scanners programmatically.
Quick Start (npx)
The absolute easiest way to use the MCP Server is via npx (requires Node.js):
Run from Source
See MCP Server Documentation for setup and configuration.
📁 Project Structure
🔧 Configuration
Omni follows a strict configuration hierarchy (highest priority wins):
- CLI flags (e.g.,
--scanner surfaces) - Environment variables (e.g.,
OMNI_ROOT) omni.yml(project-level configuration)- Built-in defaults (sensible fallbacks)
Key environment variables:
See Configuration Guide for full details.
🧪 Testing
See Test Suite Documentation for fixtures, standards, and CI setup.
🤝 Contributing
We welcome new scanners, pillars, and improvements. The scanner plugin system makes it straightforward to add new observation capabilities:
- Create a scanner file with a
scan(target: Path) → dictfunction - Register it in the category's
SCANNER_MANIFEST.yaml - Add tests and documentation
See CONTRIBUTING.md for the full guide.
📜 Requirements
- Python: 3.8+
- Dependencies:
pyyaml,pydantic(core);federation_heart(optional, for Federation mode) - OS: Windows, macOS, Linux
📋 License
Open source. See LICENSE for details.
The All-Seeing Eye observes. The Code writes the Code.
Omni v0.7.0 — Pantheon LadderWorks
来源:README.md,提交 83609f2
工具
0版本历史
1- v0.7.3最新Sep 16, 2026
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