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BytesAgain β€Ί Skills β€Ί App Review Intelligence
πŸ¦€ ClawHub

App Review Intelligence

by @anugotta

Analyze app store reviews, cluster pain points, detect trend shifts, and map feedback to prioritized product backlog actions.

Versionv1.0.0
Downloads605
#legal#travel
TERMINAL
clawhub install app-review-intelligence

πŸ“– About This Skill

name: app-review-intelligence description: Analyze app store reviews, cluster pain points, detect trend shifts, and map feedback to prioritized product backlog actions. metadata: {"openclaw":{"emoji":"πŸ“ˆ"}}

App Review Intelligence

Purpose

Convert raw app reviews into prioritized product insights.

Core capabilities

  • ingest and clean app review text
  • classify sentiment and topic clusters
  • detect recurring pain points and regressions
  • map issues to feature requests/bug backlog
  • track trend movement week-over-week

    • Workflow

    1. Collect review data by period/version. 2. Cluster by issue themes. 3. Score by frequency, severity, and recency. 4. Map to product backlog candidates. 5. Output roadmap-ready summary.

    Output format

    1. Top pain-point clusters 2. Positive signals and retention drivers 3. Priority backlog recommendations 4. Release-quality risk signals

    Setup

    Read setup.md.

    Examples

    See examples.md.

    πŸ’‘ Examples

    βš™οΈ Configuration

    Read setup.md.