closedloop:ship-notify

Draft personalized outreach by running a semantic search across customer insights to match shipped feature descriptions with exact customer quotes, pain points, and dates. The skill generates per-customer draft messages that quote the customer's own words for CSM or PM review.

Semantic search matches customer feedback by comparing the shipped feature description against related phrasing in stored insights. This process builds a master list of customers who requested the feature, deduplicating entries and surfacing exact quotes with timestamps.

You can prioritize customer outreach because the skill enriches the master list with deal context, returning per-customer details including deal value, stage, and churn risk signals alongside their original feature request quotes.

The best way to close the feedback loop is to automatically generate customer-specific outreach drafts that reference the customer's own words and pain points. This acknowledges their contribution and informs them that the requested feature is now shipped.

No specific integrations or dependencies are required. The skill operates independently to semantically search stored insights, deduplicate requests by customer, and generate outreach drafts based on the provided feature description and related phrasing.

Generated outreach drafts include per-customer details such as exact quotes, pain points, workaround notes, deal value, and churn signals. This context ensures the personalized messages are ready for review and prioritize outreach effectively.