create-demo

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

4|1|Updated Feb 22, 2026

Search Tags:#ai agent #demo generation #code reproduction #minimal example #mechanism replication #software analysis

Ready to run

npx skills add https://github.com/7hinkDifferent/agent-cracker --skill create-demo-7hinkdifferent

💬 Prompt for ChatGPT / Claude Chat▼

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.