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

AI 生成的概览

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。
安装前请注意
扫描器自称只读,但 builders 会向指定目录写入产物,omni init 还会生成新项目脚手架。Federation 模式会把数据发送到外部治理后端,并需要专有的 federation_heart 包;部分扫描器不在开源版本中。指向敏感目录前请先确认配置路径。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Omni Scanner,将其添加到工作区。
  2. 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

[Omni Header]

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

DimensionReading
🔍 Scanner Categories12 (from static analysis to git archaeology)
📦 Total Scanners55 instruments across all categories
⚡ CLI Commands14 verbs for every observation need
🧠 MCP ServerExposes all scanners as AI-callable tools
🏛️ Pillars4 orchestration subsystems (Cartography, Intel, Gatekeeper, Registry)
🔌 Federation ModeOptional deep integration with a governance backend
🦴 Standalone ModeWorks anywhere — no backend required

🚀 Quick Start

New Here? Check out the Beginner's Guide: Zero to Hero for a step-by-step setup tutorial.

Install

bash
# Recommended: Install from PyPIpip install omni-governance
# Or install from source:# pip install -e .

Your First Scan

bash
# Scan the current directory with all static scannersomni scan .
# Run a specific scanneromni scan . --scanner surfaces
# See what Omni knows about itselfomni introspect

Explore the Ecosystem

bash
# Map your entire project constellationomni map
# Check governance complianceomni gate .
# Generate a full reportomni report . --format markdown

🏗️ Architecture — The Trinity

Omni follows the Trinity Architecture — three layers with strict separation of concerns:

                    ┌──────────────────────────┐                    │        CLI (cli.py)       │  ← User interface                    │     14 verbs, 1 brain     │                    └────────────┬─────────────┘                                 │              ┌──────────────────┼──────────────────┐              │                  │                  │    ┌─────────▼──────┐  ┌───────▼────────┐  ┌──────▼───────┐    │  🧠 CORE       │  │  🏛️ PILLARS    │  │  📚 LIB      │    │  Identity      │  │  Cartography   │  │  I/O, Render │    │  Registry      │  │  Intel         │  │  Reporting   │    │  Gate          │  │  Gatekeeper    │  │  Tree, TAP   │    │  Paths         │  │  Registry      │  │  Requirements│    └─────────┬──────┘  └───────┬────────┘  └──────────────┘              │                 │    ┌─────────▼─────────────────▼──────────────────────────┐    │              🔍 SCANNERS (55 Instruments)            │    │   12 categories • Dynamic plugin loading             │    │   Each scanner: scan(target: Path) → dict            │    └──────────────────────────────────────────────────────┘              │    ┌─────────▼──────┐    │  🔧 BUILDERS   │  ← The only layer that writes    │  Registry Gen  │    │  Report Gen    │    └────────────────┘

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)

CategoryScannersPurpose
📁 static9Filesystem analysis — contracts, deps, docs, events, hooks, imports, surfaces, tools, UUIDs
🏗️ architecture4Structural enforcement — import boundaries, coupling detection, drift analysis, compliance
🔎 discovery8Component cataloging — projects, CLI commands, cores, MCP servers, archives, census
🌐 polyglot4Language ecosystems — Python packages, Node.js, Rust crates, generic (Go/Java/.NET/Docker)
📚 library6Document intelligence — cohesion analysis, content depth, knowledge graphs, rituals
🔀 git5Repository intelligence — status, velocity, commit history, PR telemetry, utilities
🔍 search3Pattern matching — file search, text search, regex pattern search with context
🗄️ db1Generic configuration-driven database scanning

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 introspect when the Heart is available but are not distributed with the open-source release.

CategoryScannersPurpose
🛡️ health6Runtime health — Federation, CMP, pillar, station, tunnel, and system status
🗃️ database5CMP entity scanning — agents, artifacts, conversations, entities, projects
⚓ fleet1Fleet registry generation and validation
🔥 phoenix3Git history resurrection — archive scanning, orphan detection, temporal gap analysis

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:

PillarRoleKey Capability
🗺️ CartographyEcosystem MapperMaps project constellations and dependency webs
🕵️ IntelIntelligence GathererAggregates multi-scanner data into actionable insights
⚖️ GatekeeperPolicy EnforcerValidates compliance, catches drift, flags violations
📋 RegistryRegistry OperatorParses, validates, and manages PROJECT_REGISTRY_V1.yaml

See Pillars Architecture for the deep dive.


⚡ CLI Command Reference

CommandPurpose
omni scanRun scanners against a target directory
omni inspectDeep inspection of a single project
omni gatePolicy enforcement and compliance checks
omni mapEcosystem cartography and dependency mapping
omni treeDirectory tree visualization
omni auditProvenance, dependency, and lock auditing
omni registryRegistry operations and event scanning
omni libraryGrand Librarian document intelligence
omni canonCanon validation and discovery
omni reportGenerate structured reports
omni initScaffold new Federation-compliant projects
omni introspectSelf-inspection — shows all scanners, drift, capabilities
omni interpretInterpret and explain scan results
omni inspect-treeCombined tree + inspection

🔌 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):

bash
npx -y @modelcontextprotocol/inspector mcp-server-omni-governance

Run from Source

bash
# The MCP server auto-discovers all registered scannerspython -m mcp_server.omni_mcp_server

See MCP Server Documentation for setup and configuration.


📁 Project Structure

omni/├── README.md              ← You are here├── ARCHITECTURE.md        ← Full architectural deep-dive├── CONTRIBUTING.md        ← How to add scanners and contribute├── CHANGELOG.md           ← Version history├── ROADMAP.md             ← Future plans├── pyproject.toml         ← Package definition├── omni/│   ├── cli.py             ← CLI entry point (14 commands)│   ├── core/              ← Brain — identity, registry, gate, paths│   ├── config/            ← Configuration & Federation Heart bridge│   ├── scanners/          ← 55 scanners across 12 categories│   ├── pillars/           ← 4 orchestration subsystems│   ├── lib/               ← Shared utilities (I/O, rendering, reporting)│   ├── builders/          ← Registry and report generators│   ├── scaffold/          ← Project templates│   └── templates/         ← Jinja2 report templates├── mcp_server/            ← MCP server exposing scanners as AI tools├── scripts/               ← Operational scripts├── tests/                 ← Test suite (pytest)├── docs/                  ← Historical docs and plans└── contracts/             ← Crown Contracts (C-TOOLS-OMNI-*)

🔧 Configuration

Omni follows a strict configuration hierarchy (highest priority wins):

  1. CLI flags (e.g., --scanner surfaces)
  2. Environment variables (e.g., OMNI_ROOT)
  3. omni.yml (project-level configuration)
  4. Built-in defaults (sensible fallbacks)

Key environment variables:

VariablePurpose
OMNI_ROOTOverride root path for scanning
OMNI_REPO_INVENTORYPath to repository inventory JSON
OMNI_WORKSPACESWorkspace root paths
OMNI_DB_CONFIG_PATHDatabase configuration directory

See Configuration Guide for full details.


🧪 Testing

bash
# Run all testspytest tests/ -v
# With coveragepytest tests/ --cov=omni --cov-report=html

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:

  1. Create a scanner file with a scan(target: Path) → dict function
  2. Register it in the category's SCANNER_MANIFEST.yaml
  3. 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

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版本历史

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  1. v0.7.3最新Sep 16, 2026

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