Gym At-Risk Member Alert System

An automated workflow to identify at-risk gym members and draft personalized outreach.

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Description

Developed using Claude Opus 5, this system analyzes raw gym check-in data to detect potential churn. It automatically flags at-risk members, drafts outreach messages in the appropriate staff voice, and generates summaries for management delivered via Gmail.

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Details

Why this is interesting: A practical application of Opus 5 for end-to-end business process automation, moving from raw data to actionable…
Built with: Opus 5 Opus 4.8 Opus 4.7 Opus 4.6
Links: replacewithclaude.beehiiv.com
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Tags: #business #automation #churn-prevention #workflow

Discovered: X
Listed: Added 6h ago
Build: Strong
Models: Strong

Prompt

flag anyone at risk of canceling, draft a short check-in message in our front-desk person's voice for each one, and summarize it for staff.

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