📋 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 Teams stare at analytics dashboards showing a 30% onboarding drop-off without knowing which browser exception or UI friction caused users to leave. ### 2. Synthesized Agent Architecture & Connected Stack **Weekly Onboarding Funnel Drop-Off & Error Correlation Digest** (`posthog-funnel-drop-to-session-replay-brief`) is a verified production blueprint curated from **@levelsio**'s real-world implementation. - **Primary Capability:** Queries PostHog onboarding conversion funnels via HogQL, isolates the highest drop-off step, correlates console exceptions, and files a prioritized fix ticket. - **Connected Tool Stack:** PostHog Official MCP, Sentry MCP, Linear MCP - **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval` - **Certified Builder Source:** [@levelsio](https://github.com/PostHog/mcp) ### 3. Step-by-Step Implementation Blueprint 1. **Trigger & Data Ingestion:** Configure your agent routine to watch **PostHog 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 **Sentry 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 **Linear MCP** with 1-click approve/edit controls so your team retains full oversight. ### 4. Copy-Paste System Prompt & Routine Configuration ```text Implement the 'Weekly Onboarding Funnel Drop-Off & Error Correlation Digest' workflow curated with @levelsio. 1. OBJECTIVE: Queries PostHog onboarding conversion funnels via HogQL, isolates the highest drop-off step, correlates console exceptions, and files a prioritized fix ticket. 2. CONNECTED TOOL STACK: PostHog Official MCP, Sentry MCP, Linear MCP 3. STEP-BY-STEP EXECUTION LOOP: - Step A (Ingest & Ground): Query live inputs from PostHog Official MCP and cross-reference state in Sentry 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 Linear MCP, and request human confirmation before executing any external send or production write. ``` ### 5. Measured ROI & Production Impact - **Verified Outcome:** Connects quantitative funnel drop-offs directly to the underlying frontend bug or UX bottleneck every week. - **Builder Portfolio:** [Explore all capabilities by @levelsio →](/u/levelsio)

Tags: #posthog-funnel-drop-to-session-replay-brief#use-case#marketing-seo#levelsio#posthog-official-mcp#sentry-mcp

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