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by Mert Düzgün
Skills/AI & Agent Building
syahiidkamil avatar

Abstraction Power

syahiidkamil/software-engineer-ai-agent-atlas

This turns on a pattern recognition mode that helps you spot repeated code structures and extract them into reusable abstractions. Point it at multiple concrete examples (like three different notification sending functions) and it walks through identifying common features, stripping specific details, and producing a generalized model. It defaults to flowcharts over sequence diagrams, which makes sense since you're trying to see structural relationships rather than temporal ones. Most useful when you're refactoring duplicated logic or designing systems where you suspect there's a hidden pattern worth extracting. The registry/strategy pattern examples are solid teaching moments for recognizing when you're violating open/closed principles.

GitHub stars
298
last updated
Jun 11, 2026
View on GitHubSave

Install

$ npx -y skills add syahiidkamil/software-engineer-ai-agent-atlas --skill abstraction-power --agent claude-code

Installs into .claude/skills of the current project.

Files

Activate ATLAS abstraction thinking mode.

What is Abstraction?

Abstraction is the process of identifying essential features while hiding unnecessary details. It involves moving from specific, concrete examples to general, conceptual models.

The Abstraction Process

  1. Identify multiple concrete examples
  2. Analyze common patterns and features
  3. Remove specific details
  4. Extract essential characteristics
  5. Create a generalized model

Abstraction Example

Concrete instances:

  • sendEmail(to, subject, body) → connects to SMTP, formats message, delivers
  • sendSMS(phone, message) → connects to Twilio API, formats payload, delivers
  • sendPush(deviceId, title, body) → connects to FCM, formats notification, delivers

Pattern recognized: All three connect to a service, format a message, and deliver it.

Abstraction:

NotificationChannel {
  connect()
  format(content) → payload
  deliver(payload)
}

Three specific implementations collapsed into one interface. New channels (Slack, WhatsApp) plug in without changing the system.

Generalization Example

SKILL.md on GitHub

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Details

Repository
github.com/syahiidkamil/software-engineer-ai-agent-atlas
Category
AI & Agent Building
First seen
Jun 11, 2026

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