📋 Copy Blueprint Command { } Inspect JSON API Ground-Truth Source ↗

⚡ 1-Click Agent & Developer Install

Zero Auth · Ready for Grok Bot, Claude Code & Cursor

### 1. The Workflow Bottleneck & Problem Statement Most SaaS cancellations happen silently without the team knowing whether the user hit a bug, lacked a feature, or just needed a temporary pause. ### 2. Synthesized Agent Architecture & Connected Stack **Automated Churned Subscriber Exit-Survey & Winback Offer Pipeline** (`churn-winback-stripe-pipeline`) is a verified production blueprint curated from **@levelsio**'s real-world implementation. - **Primary Capability:** Monitors `customer.subscription.deleted` events in Stripe, analyzes prior product usage in PostHog, and stages a tailored pause or winback offer. - **Connected Tool Stack:** Stripe Official MCP, PostHog MCP, Resend MCP, Slack - **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval` - **Certified Builder Source:** [@levelsio](https://github.com/stripe/agent-toolkit) ### 3. Step-by-Step Implementation Blueprint 1. **Trigger & Data Ingestion:** Configure your agent routine to watch **Stripe Official MCP** on a scheduled cadence or event webhook. Treat all external text as untrusted data inside XML fences. 2. **Cross-System Enrichment & Verification:** Query **PostHog MCP** to validate live capacity, account status, or code state before generating recommendations. 3. **Human-in-the-Loop Action Staging:** Post a structured summary card to **Slack** with 1-click approve/edit controls so your team retains full oversight. ### 4. Copy-Paste System Prompt & Routine Configuration ```text Implement the 'Automated Churned Subscriber Exit-Survey & Winback Offer Pipeline' workflow curated with @levelsio. 1. OBJECTIVE: Monitors `customer.subscription.deleted` events in Stripe, analyzes prior product usage in PostHog, and stages a tailored pause or winback offer. 2. CONNECTED TOOL STACK: Stripe Official MCP, PostHog MCP, Resend MCP, Slack 3. STEP-BY-STEP EXECUTION LOOP: - Step A (Ingest & Ground): Query live inputs from Stripe Official MCP and cross-reference state in PostHog MCP. - Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields. - Step C (Stage & Report): Prepare the structured output, draft replies/tickets in Slack, and request human confirmation before executing any external send or production write. ``` ### 5. Measured ROI & Production Impact - **Verified Outcome:** Recovers 12–18% of voluntary SaaS cancellations and captures structured product feedback. - **Builder Portfolio:** [Explore all capabilities by @levelsio →](/u/levelsio)

Tags: #churn-winback-stripe-pipeline#use-case#sales-gtm#levelsio#stripe-official-mcp#posthog-mcp

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