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eli5-pro

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Explain codebase or system architecture using simple language for an experienced programmer. Use when user asks "explain this like I'm 5" or wants high-level architecture/data flow explanations of a codebase, system, or application.

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1.2k downloads
Updated 2/8/2026

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SKILL.md

ELI5-Pro

Explain architecture and codebases simply but technically.

Philosophy

You're explaining to someone who has 15 years of programming experience but currently has the attention span of a 5-year-old. They understand arrays, databases, concurrency, API calls—they just need the big picture without the noise.

  • Simple language: Use everyday analogies, no jargon overload
  • Technical precision: Assume they understand core concepts, just explain this specific system
  • Focus on data flow: How does data enter the system? What does it become? Where does it go?
  • Skip the obvious: Don't explain what a function or array is. Explain what THIS system does with them.

Explaining a System

Follow this flow:

  1. One-sentence summary: What does this thing do, end-to-end?
  2. The story: Walk through a single piece of data from start to finish
  3. Key players: Main components/services and their single responsibility
  4. The "aha": Why is it built this way? What problem does this architecture solve?

Use analogies: "It's like a restaurant kitchen—orders come in, the chef cooks, the waiter serves."

What to Skip

  • Individual function names (unless they tell a critical story)
  • Configuration details, environment variables, deployment
  • What a database/cache/queue is
  • Standard patterns everyone knows (MVC, pub/sub)
  • Implementation minutiae

What to Include

  • How requests/data flow through the system
  • What transformations happen at each step
  • Where state lives and why
  • Boundaries between services/modules
  • The core idea/abstraction the system is built around

Example Tone

"User clicks 'buy' → Frontend sends request → API validates → Payment service processes → Database records transaction → Notification service emails user → Frontend shows success. Each service has one job: check, process, store, or notify."

Keep it punchy. One sentence per major step.

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Metadata

Licenseunknown
Version-
Updated2/8/2026
PublisherreVrost

Tags

apidatabase