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arn-spark-concept-review

Consolidate stress-test findings into a de-duplicated product-concept changeset.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Consolidate stress-test findings from multiple reports into a single, actionable product-concept review. This skill extracts recommendations and unresolved questions, de-duplicates where possible, identifies conflicts, and presents a clear changeset for product teams to approve before updating the concept and generating a review report.

Core Features & Use Cases

  • Load and parse stress-test reports (e.g., interview, competitive, premortem, PR/FAQ)
  • Extract the "Recommended Concept Updates" and "Unresolved Questions" from each report
  • De-duplicate and consolidate recommendations by product concept section
  • Detect conflicts and surface them with pillar-aligned analysis
  • Generate a structured changeset and a comprehensive review report for user approval
  • Trigger optional UX specialist involvement when signals exist in the concept

Quick Start

Run the concept-review skill to consolidate stress-test findings, present the changeset, and await your approval.

Frequently Asked Questions about arn-spark-concept-review

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

FAQPage Schema
How do I consolidate multiple stress-test reports into a single product concept review?▼

Consolidating stress-test findings involves loading reports like interviews and premortems to extract recommended concept updates and unresolved questions. This skill de-duplicates these findings and structures them into a pillar-aligned changeset for approval.

What is the best way to resolve conflicting recommendations from different product stress tests?▼

Resolving conflicting recommendations during stress test consolidation is handled by detecting clashes across reports and surfacing them with pillar-aligned analysis. The workflow presents these conflicts clearly so product teams can review and approve the changeset.

Can I automatically generate a review report after running product concept stress tests?▼

Yes, you can generate a comprehensive review report after stress testing a product concept. The skill automatically produces a structured changeset and review document outlining the consolidated updates and unresolved questions for final approval.

Does the concept review workflow require specific stress test report formats?▼

The concept review workflow processes standard stress test reports such as interview, competitive, premortem, and PR/FAQ formats. It parses these documents to locate recommended concept updates and unresolved questions without requiring custom formatting.

How do I de-duplicate recommended product updates across multiple stress test findings?▼

De-duplicating recommended product updates across stress test findings is achieved by consolidating extracted recommendations by product concept section. The workflow removes overlapping suggestions to present a clean, unified changeset.

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