Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Monitors App Store Connect for new reviews and drafts replies for 1-3 star ratings using Claude. Repeat complaints appearing 3+ times in 7 days trigger immediate bug alerts. A daily 8am Telegram digest lets you approve, edit, or reject each draft before it posts.
It automates the monitoring and drafting while keeping a human approval step before anything posts, avoiding the risk of a bot reply going live unreviewed.
When to use it
- Catching a wave of crash complaints before your rating drops
- Approving reply drafts from your phone each morning
- Spotting a broken login flow from clustered 1-star reviews
- Maintaining response rate across several iOS apps at once
- Drafting a warm reply to a frustrated user within hours of their review
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: check for new reviews
- 1Runs monitor.py, which calls the App Store Connect API for each configured app
- 2Stores new reviews in data/reviews.json, skipping IDs already seen
- 3Triggers draft_reply.py for every review rated 1-3 stars
- 4Passes all new reviews to pattern_detector.py to identify recurring complaint themes
- 5Adds draft replies to data/queue.json with status pending
New reviews fetched and logged; drafts queued for tomorrow's 8am Telegram digest; any repeat-complaint pattern above threshold triggers an immediate alert
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.