Add unified account lifecycle stage to admin tools#632
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- Add `get_account` as the primary tool for looking up any organization - Introduce `computeLifecycleStage()` function that combines subscription_status and prospect_status into a unified view: prospect → contacted → responded → interested → negotiating → member (or declined/churned) - Handle all subscription statuses: active, trialing, canceled, past_due, unpaid, incomplete, incomplete_expired - Mark `lookup_organization` and `find_prospect` as deprecated (still functional) - Update `find_prospect` to show lifecycle stage instead of raw prospect_status - Export `LIFECYCLE_STAGE_EMOJI` constant for consistent emoji usage This fixes the issue where paying members (like Mediaocean) would incorrectly show as "prospect" in find_prospect because it didn't check subscription_status. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Summary
get_accountas the primary tool for looking up any organizationcomputeLifecycleStage()function that combinessubscription_statusandprospect_statusinto a unified viewlookup_organizationandfind_prospectas deprecated (still functional for backwards compatibility)Lifecycle Stages
Problem Solved
Previously,
find_prospectwould show paying members (like Mediaocean) as "prospect" because it only checkedprospect_statusand ignoredsubscription_status. Now all tools show the correct lifecycle stage.Subscription Status Handling
active,trialing→ membercanceled,past_due,unpaid,incomplete_expired→ churnedincomplete→ negotiating (started payment but didn't complete)Test plan
🤖 Generated with Claude Code