create-demo

Generate minimal runnable code demos for AI agent mechanisms in Python, TypeScript, and Rust.

4|1|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/7hinkDifferent/agent-cracker --skill create-demo-7hinkdifferent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: create-demo
Source: https://github.com/7hinkDifferent/agent-cracker/tree/main/.claude/skills/create-demo
Command: npx skills add https://github.com/7hinkDifferent/agent-cracker --skill create-demo-7hinkdifferent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the creation of small, self-contained code examples that demonstrate specific mechanisms found in analyzed AI agents, making complex agent behaviors easier to understand and replicate.

Core Features & Use Cases

  • Mechanism Isolation: Focuses on reproducing a single core function of an AI agent.
  • Cross-Language Support: Supports Python, TypeScript, and Rust demos, choosing the best fit for the mechanism.
  • Minimalist Design: Strips away unnecessary dependencies and infrastructure to highlight the core logic.
  • Use Case: After analyzing how an agent uses a specific "context summarization" technique, you can use this Skill to generate a 150-line Python script that perfectly replicates just that summarization logic, allowing you to experiment with it independently.

Quick Start

Use the create-demo skill to generate a minimal reproduction demo for the 'repomap' mechanism of the 'aider' agent.

Frequently Asked Questions about create-demo

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

FAQPage Schema
How do I reproduce an AI agent mechanism in minimal code?

This Skill generates minimal code demos by isolating specific AI agent mechanisms and removing all external dependencies and infrastructure, producing self-contained scripts that highlight only the core logic for educational use.

Can I generate AI agent demos in TypeScript and Rust, or just Python?

You can generate AI agent demos in TypeScript and Rust, as well as Python. The Skill provides cross-language support, automatically choosing the best fit for the specific mechanism being reproduced.

What is the best way to isolate a core algorithm from a complex AI agent?

The best way to isolate a core algorithm is to generate a minimalist reproduction script. This Skill strips away unnecessary infrastructure to focus solely on the specific mechanism, allowing you to experiment independently.

Do I need external dependencies to run the minimal AI agent examples?

No, you do not need external dependencies to run the minimal examples. The Skill is specifically designed to strip away infrastructure and external libraries, producing self-contained code that highlights only the core logic.

How do I create a minimal example of a context summarization technique?

You can create a minimal example of a context summarization technique by using this Skill to extract the specific logic from an analyzed agent and generate a short, self-contained script that replicates just that mechanism.

Does this tool support reproducing platform agent mechanisms for research?

Yes, this tool supports reproducing platform agent mechanisms for research. It handles both coding and platform agent mechanisms, generating minimal code demos for educational and research purposes.