system-context-extractor

Extracts architectural, business, and operational context from systems into dependency maps and graphs.

1|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/hohai99/antigravity-skills --skill system-context-extractor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: system-context-extractor
Source: https://github.com/hohai99/antigravity-skills/tree/main/global_skills/system-context-extractor
Command: npx skills add https://github.com/hohai99/antigravity-skills --skill system-context-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Extracts architectural, business, and operational context from existing systems to support safer changes and migration planning.

Core Features & Use Cases

  • Context Mapping: Builds a holistic map of system boundaries, data flows, and ownership.
  • Dependency Graph: Reveals module interdependencies and critical path components.
  • Audit & Onboarding: Accelerates onboarding and migration by documenting key contextual details.

Quick Start

Run a system-context scan on the target codebase to generate system-context-map and dependency-graph outputs.

Frequently Asked Questions about system-context-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract architectural context and build a dependency graph for an unfamiliar codebase?

To extract architectural context, run a system-context scan on the target codebase. This generates a system-context-map and dependency-graph, revealing module interdependencies and critical path components for safer changes.

What is the best way to map system boundaries and data flows for migration preparation?

Mapping system boundaries for migration preparation involves extracting business and operational context to build a holistic system map. This documents key contextual details and identifies critical path components to ensure safer system changes.

How does system context extraction accelerate developer onboarding for existing systems?

System context extraction accelerates developer onboarding by analyzing an existing codebase to produce structured artifacts. These artifacts document architectural boundaries, ownership, and dependencies, turning unfamiliar systems into clear context.

Can I use the extracted dependency graph directly for design reviews and migration plans?

Yes, you can use the extracted dependency graph directly for design reviews and migration plans. The generated system-context-map and dependency-graph outputs are structured to feed directly into downstream audits and architectural planning.

What are the limitations of using system context extraction for operational audits?

System context extraction for operational audits relies on scanning the target codebase to map dependencies and data flows. It produces structured documentation but requires manual integration into broader operational audit workflows.

Do I need specific codebase analysis tools to generate a system context map?

Generating a system context map requires running a system-context scan directly on the target codebase. The extraction process independently analyzes architectural, business, and operational details without needing external codebase analysis tools.