One-click install
npx skills add https://github.com/bbvch-ai/aihub-core --skill explain-bbvch-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: explain
Source: https://github.com/bbvch-ai/aihub-core/tree/main/.claude/skills/explain
Command: npx skills add https://github.com/bbvch-ai/aihub-core --skill explain-bbvch-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Navigating the complex swiss-ai-hub monorepo with multiple scopes, cross-dependencies, and layered documentation is time-consuming and overwhelming for developers and new contributors. This Skill eliminates the need to manually trace through dozens of files and docs to understand how a piece of code or folder works.

Core Features & Use Cases

  • Automatic Scope Identification: Instantly determines which monorepo scope (core, API, agent, pipeline, etc.) a target file or folder belongs to.
  • Layered Documentation Analysis: Reads the full documentation hierarchy from project-wide READMEs down to scope-specific CLAUDE.md files to build full context.
  • Cross-Dependency Tracing: Maps imports, event subscriptions, and integration points across scopes to explain how code fits into the larger platform architecture.
  • Use Case: If you are onboarding to the swiss-ai-hub project and need to understand how the RAG agent workflow is implemented, use this Skill to get a complete breakdown of its components, data flow, and dependencies in minutes instead of hours.

Quick Start

Use the explain skill to get a full breakdown of how the packages/agent/swiss_ai_hub/agent/agents/RagAgent folder works.

Frequently Asked Questions about explain

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

FAQPage Schema
How do I understand a complex folder structure and trace cross-scope dependencies in a monorepo?

To understand monorepo folder structures and trace cross-scope dependencies, you need a tool that automatically reads documentation hierarchies and maps imports. This Skill analyzes arbitrary code paths to identify scope, data flow, and integration points across the swiss-ai-hub platform architecture.

What is the best way to map source code to architectural patterns across core, API, and agent scopes?

Mapping source code to architectural patterns across core, API, and agent scopes requires interpreting layered documentation and tracing event subscriptions. This Skill automatically determines monorepo scope and delivers structured explanations of code purpose and integration points.

How do I navigate layered documentation from project-wide READMEs down to scope-specific files?

Navigating layered documentation from project READMEs to scope-specific files involves reading the full hierarchy to build context. This Skill automatically reads these hierarchies to explain how a piece of code fits into the larger platform architecture.

Can I trace event subscriptions and import dependencies across different scopes without manual file checking?

Yes, tracing event subscriptions and import dependencies across different scopes can be fully automated. This Skill eliminates manual file checking by automatically reading documentation and tracing imports to explain integration points across the monorepo.

Does this code explanation approach work for onboarding to the swiss-ai-hub project?

Yes, this code explanation approach works for swiss-ai-hub project onboarding by providing a complete breakdown of components, data flow, and dependencies in minutes. It automatically identifies scope and traces cross-dependencies for new contributors.