
Omni Scanner
io.github.Pantheon-LadderWorks由 GitHub 帳號 Pantheon-LadderWorks 發布v0.7.3更新於 Nov 3, 2026
Codebase observatory with 56+ scanners for git health, architecture, and documentation.
概覽
Omni Scanner 是本地 MCP 伺服器,把 55 個唯讀程式碼庫掃描器以工具形式提供給 AI 助理,用於 git 健康、架構、文件與相依性分析。
- 可以做什麼
- 對目標目錄執行靜態與架構掃描器,檢查契約、相依性、匯入、邊界、耦合與漂移
- 編目專案、CLI 指令、核心與 MCP 伺服器,並分析 Python、Node.js、Rust 等語言生態
- 檢視 git 狀態、提交歷史、開發速度與 PR 遙測,並搜尋檔案、文字與正規表達式模式
- 評估文件內聚性、內容深度與知識圖譜,並進行設定驅動的資料庫掃描
- 繪製專案星圖、檢查治理合規性並產生結構化報告
- 適用情境
- 適合讓助理稽核或梳理陌生的程式碼庫、檢查架構邊界與文件漂移,或在不修改任何檔案的前提下產生治理與健康報告。
- 執行需求
- 以本機 Python 程序執行(Python 3.8+),從 omni-governance 的 PyPI 套件安裝;核心相依套件為 pyyaml 與 pydantic。選用的 Federation 模式需要 federation_heart 後端。設定可來自 omni.yml 或環境變數,例如 OMNI_ROOT、OMNI_REPO_INVENTORY、OMNI_WORKSPACES 與 OMNI_DB_CONFIG_PATH。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Omni Scanner,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
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
來源:README.md,提交 83609f2
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0版本歷史
1- v0.7.3最新Sep 16, 2026
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