prompt-architect

Generate structured prompts for AI model testing and validation.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/attitudeshuai/ai-apps-workspace --skill prompt-architect-attitudeshuai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-architect
Source: https://github.com/attitudeshuai/ai-apps-workspace/tree/main/.kimi/skill/prompt-architect
Command: npx skills add https://github.com/attitudeshuai/ai-apps-workspace --skill prompt-architect-attitudeshuai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the creation of prompts for AI model testing, ensuring the prompts are clear, comprehensive, and aligned with specific project requirements.

Core Features & Use Cases

  • Prompt Generation: Batch-generates prompts based on project context and user-defined task types.
  • Project/Type Directory Structure: Organizes prompts by project and type, ensuring easy access and management.
  • Bug Generation: Automatically injects bugs into specified project directories for robust model testing.
  • Task Type Selection: Offers predefined task types for users to select from, ensuring a focused prompt generation process.
  • Humanizer Rules: Improves the naturalness and conversational quality of prompts, enhancing AI interactions.

Quick Start

Run the prompt-architect skill and specify the project name and task type, then provide the necessary details to generate prompts.

Frequently Asked Questions about prompt-architect

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

FAQPage Schema
How do I generate prompts for AI model testing?

You generate prompts for AI model testing by specifying a project name and selecting a predefined task type. The prompt-architect analyzes project context to batch-generate clear, comprehensive prompts aligned with your project goals.

How does bug injection work for AI model validation?

Bug injection for AI model validation automatically injects bugs into specified project directories. This creates robust test scenarios to evaluate how well the AI model identifies and handles errors during testing.

Can I organize generated prompts by project and task type?

You can organize generated prompts using a project and type directory structure. This ensures easy access and management by systematically categorizing prompts according to their specific project context and task type.

What is the best way to improve prompt clarity for software development testing?

The best way to improve prompt clarity for software development testing is applying humanizer rules. This enhances the naturalness and conversational quality of generated prompts, leading to more effective AI interactions.

Do I need to define task types before batch-generating prompts?

You need to select predefined task types before batch-generating prompts. This ensures a focused prompt generation process that aligns structured outputs directly with your specific project requirements.

Why use automated prompt generation for project validation?

Automated prompt generation for project validation ensures prompts are clear, comprehensive, and aligned with specific project requirements. It eliminates manual inconsistencies by systematically analyzing project context to produce structured test cases.