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probe

Sketch skeletal code architectures for collaborative review before implementation.

Updated Feb 5, 2026
Search Tags:#system design#code architecture#collaborative development#complex change#code sketching
One-click install
npx skills add https://github.com/ilamanov/skills --skill probe-ilamanov
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: probe
Source: https://github.com/ilamanov/skills/tree/main/skills/probe
Command: npx skills add https://github.com/ilamanov/skills --skill probe-ilamanov

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill facilitates the creation of a high-level code skeleton for complex changes, allowing for early architecture review and collaboration before full implementation.

Core Features & Use Cases

  • Code Sketching: Provides a way to quickly create a skeletal code representation of complex systems or changes.
  • Review Process: Enables collaborative reviews of the architecture with stakeholders.
  • Use Case: For a new feature in a web application, use this Skill to create a preliminary code sketch that outlines the data model, API endpoints, and other key components before diving into detailed implementation.

Quick Start

Use the probe skill to sketch the architecture for a new feature 'user-profile' in the 'social-network' project.

Frequently Asked Questions about probe

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

FAQPage Schema
What is code sketching for complex system design?▼

Code sketching creates a preliminary skeletal representation of complex changes, allowing teams to define load-bearing architecture decisions early before committing to detailed implementation.

How do I facilitate collaborative architecture review before implementation?▼

Architecture review is facilitated by creating high-level code stubs for complex changes, enabling stakeholders to interactively review and validate system design before full implementation begins.

When do I need to sketch code architecture for a new feature?▼

Sketching code architecture is needed when implementing complex features like new data models or API endpoints, allowing you to outline key components and load-bearing decisions before writing detailed code.

Can I use code stubs to outline API endpoints and data models collaboratively?▼

Yes, code stubs are explicitly supported to outline API endpoints, data models, and key components, providing a structural sketch that stakeholders can collaboratively review before detailed implementation.

Does this approach integrate with subsequent implementation stages?▼

Yes, the sketched architecture and code stubs integrate directly with subsequent implementation stages, ensuring that early load-bearing decisions guide the actual development process.

What are the limitations of using code sketching for system design?▼

Code sketching focuses on high-level architecture and load-bearing decisions rather than detailed implementation, meaning it should be followed by full development stages to complete the actual code logic.

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