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SensLiao
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idea-to-requirements-orchestrator

Convert raw product ideas into structured Markdown requirements documents.

Updated May 28, 2026
Search Tags:#product alignment#Markdown documentation#technical workflow#requirements conversion#idea to requirements
One-click install
npx skills add https://github.com/SensLiao/Claude-code-setting --skill idea-to-requirements-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-to-requirements-orchestrator
Source: https://github.com/SensLiao/Claude-code-setting/tree/main/skills/idea-to-requirements-orchestrator
Command: npx skills add https://github.com/SensLiao/Claude-code-setting --skill idea-to-requirements-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The skill converts raw ideas and product requests into well-structured Markdown requirements documents, ensuring clarity and alignment across teams.

Core Features & Use Cases

  • Automated Idea Conversion: Converts ideas, product requests, and feature concepts into Markdown requirements.
  • Multi-Agent Analysis: Utilizes multiple agents for independent reviews and reduces the risk of single-agent hallucination.
  • Documentation Generation: Outputs a complete set of documents, including functional and non-functional requirements, acceptance criteria, and constraints.

Quick Start

Run the skill with the 'i2r.py status <run>' command to check the on-disk state and determine the next action for the specified run.

Frequently Asked Questions about idea-to-requirements-orchestrator

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

FAQPage Schema
How do I convert raw product ideas into structured Markdown requirements?▼

To convert raw product ideas into Markdown requirements, this Skill transforms raw concepts into well-structured documents, generating functional and non-functional requirements, acceptance criteria, and constraints for team alignment.

What is the best way to reduce hallucination when generating product requirements?▼

To reduce hallucination when generating product requirements, this Skill utilizes a multi-agent analysis mechanism, deploying multiple agents for independent reviews and validation to ensure comprehensive documentation accuracy.

How do I start the requirements conversion process for a specific project run?▼

To start the requirements conversion process, run the provided scripts with the 'i2r.py status <run>' command, which checks the on-disk state and determines the next action for your specified run.

Do I need a Python environment to use this idea to requirements conversion tool?▼

Yes, you need a Python environment to use this idea to requirements conversion tool, as it requires specific agent scripts and an active Python setup to execute its administrative and technical workflows.

What documentation outputs are generated from feature concepts and product requests?▼

The documentation outputs generated from feature concepts include a complete set of structured Markdown files covering functional requirements, non-functional requirements, acceptance criteria, and project constraints.

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