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arn-spark-stress-prfaq

Automate a two-phase PR/FAQ stress test for product concepts.

31|3|Updated Apr 3, 2026
Search Tags:#automation#workflow#reporting#adversarial#stress-test#prfaq#product-concept
One-click install
npx skills add https://github.com/AppsVortex/arness --skill arn-spark-stress-prfaq
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: arn-spark-stress-prfaq
Source: https://github.com/AppsVortex/arness/tree/main/plugins/arn-spark/skills/arn-spark-stress-prfaq
Command: npx skills add https://github.com/AppsVortex/arness --skill arn-spark-stress-prfaq

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill facilitates a rigorous two-phase PR/FAQ stress test for product concepts. It drafts a compelling press release and customer/internal FAQs, then challenges the draft with adversarial critique to surface gaps before investment.

Core Features & Use Cases

  • Two-phase workflow: Phase 1 draft (press release, customer FAQ, internal FAQ) and Phase 2 critique (adversarial questions, crack points, concept updates).
  • Separation of concerns: Draft and critique invocations are run by different agents to avoid rubber-stamping.
  • Artifacts and templates: Uses references/prfaq-workflow.md and references/prfaq-report-template.md and writes the final stress-test report to a designated reports directory.
  • Scope: Applies to product concepts read from vision-dir/product-concept.md and is designed for teams validating messaging and concept integrity.
  • Use Case example: A PM team wants to validate a product narrative and identify concept risks before building.

Quick Start

Load a product concept and run the two-phase PR/FAQ stress test to produce a final report.

Frequently Asked Questions about arn-spark-stress-prfaq

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

FAQPage Schema
How do I run an adversarial stress test on a product concept before development?▼

A PR/FAQ stress test validates product concept integrity by drafting a press release and FAQs, then applying an adversarial critique to surface messaging gaps and crack points before development.

How do I draft a press release and FAQs to validate a product narrative?▼

You can automate the drafting phase to generate a compelling press release alongside customer and internal FAQs based on your product concept, ensuring your messaging is structured before critique.

Does the PR/FAQ stress test workflow separate drafting from critique?▼

Yes, the PR/FAQ stress test workflow strictly separates the draft and critique invocations by using different agents, which avoids rubber-stamping and ensures an objective adversarial evaluation.

How do I generate a stress-test report for product concepts?▼

The workflow outputs a final stress-test report containing adversarial questions and concept updates, writing the document directly to your project's designated reports directory for immediate review.

What format does my product concept need to be in for a PR/FAQ stress test?▼

Your product concept must be written to a file named product-concept.md within a vision directory, allowing the automated workflow to read the narrative and generate the corresponding PR/FAQ artifacts.

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