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arn-spark-discover

Orchestrate multi-agent discovery to convert product ideas into product-concept.md documents.

31|3|Updated Apr 3, 2026
Search Tags:#discovery#personas#vision#ai-orchestration#pillars#product-concept
One-click install
npx skills add https://github.com/AppsVortex/arness --skill arn-spark-discover
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: arn-spark-discover
Source: https://github.com/AppsVortex/arness/tree/main/plugins/arn-spark/skills/arn-spark-discover
Command: npx skills add https://github.com/AppsVortex/arness --skill arn-spark-discover

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Guides teams and individuals through structured discovery to transform fuzzy ideas into a formal product concept document, ensuring alignment before design and engineering.

Core Features & Use Cases

  • Guided discovery workflow that captures vision, target users, core experience, pillars, and constraints.
  • AI-assisted orchestration using specialized agents (product strategist, persona architect, market researcher) to produce a ready-to-publish product concept.
  • Outputs a ready-to-publish product-concept.md stored in the project's vision directory and can trigger architecture exploration workflows.

Quick Start

Describe your product idea and context to begin guided discovery.

Frequently Asked Questions about arn-spark-discover

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

FAQPage Schema
How do I turn a vague product idea into a formal concept document?▼

Product discovery applies structured exploration to early-stage concepts by capturing vision, target users, and core pillars. It uses specialized agents to analyze boundaries and risks, ensuring team alignment before starting design and engineering phases.

What is the best way to structure product vision and personas for greenfield projects?▼

To start guided discovery, describe your product idea and context to the workflow. The system then orchestrates specialized agents to interact, analyze your input, and generate a formal product concept document in your project's vision directory.

Can I trigger architecture exploration after generating a product concept?▼

Guided discovery is ideal for greenfield projects and early-stage concept exploration. It handles vision, users, pillars, risk, and boundaries, ensuring alignment across a structured workflow before committing to design and engineering.

What limitations should I expect when using AI orchestration for product concept generation?▼

AI orchestration for product concept generation focuses on early-stage alignment and discovery. It is designed for greenfield projects and early concept exploration, so it may not suit later-stage development tasks or replace detailed architectural planning.

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