LightState Registry / Verified X Builder Use Cases / Operations & Workspace / customer-health-drop-and-csm-intervention-trigger
⚡ Pulse Score 85/100
Proactive Customer Health-Score Drop & CSM Playbook Trigger
Detect 30% week-over-week drops in active seats or core feature events in PostHog and create a guided CSM check-in task in Attio.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursornpx lightstate inspect customer-health-drop-and-csm-intervention-trigger
Copy-Paste System Prompt / Routine Blueprint:
Run the 'Proactive Customer Health-Score Drop & CSM Playbook Trigger' (customer-health-drop-and-csm-intervention-trigger) implementation blueprint using PostHog MCP, Attio MCP, Slack MCP. Objective: Detect 30% week-over-week drops in active seats or core feature events in PostHog and create a guided CSM check-in task in Attio. Step 1: Perform a read-only audit of current state and recent logs. Step 2: Generate a deterministic execution plan with exact diffs, SQL/CLI commands, or drafted payloads. Step 3: Request human confirmation before applying any production writes or external sends.
Synthesized Engineering Blueprint & Setup Guide
### 1. Problem & Operational Bottleneck
Detect 30% week-over-week drops in active seats or core feature events in PostHog and create a guided CSM check-in task in Attio. Built and battle-tested in production workflows by **@househackerjon** (Jon O'Neill (@HouseHackerJon)).
### 2. Target Architecture & Required Stack
- **PostHog MCP**
- **Attio MCP**
- **Slack MCP**
### 3. Step-by-Step Implementation Blueprint
1. Configure and authenticate the required MCP connectors (PostHog MCP, Attio MCP, Slack MCP) in your agent workspace.
2. Run the initial read-only inspection pass for 'Proactive Customer Health-Score Drop & CSM Playbook Trigger' to gather baseline telemetry, schemas, and context.
3. Execute the multi-step analysis and transformation pipeline with strict schema validation and zero fabricated identifiers.
4. Review the staged diff or approval card and verify completion via automated regression and status checks.
### 4. Copy-Paste Agent Execution Prompt
```markdown
Run the 'Proactive Customer Health-Score Drop & CSM Playbook Trigger' (customer-health-drop-and-csm-intervention-trigger) implementation blueprint using PostHog MCP, Attio MCP, Slack MCP. Objective: Detect 30% week-over-week drops in active seats or core feature events in PostHog and create a guided CSM check-in task in Attio. Step 1: Perform a read-only audit of current state and recent logs. Step 2: Generate a deterministic execution plan with exact diffs, SQL/CLI commands, or drafted payloads. Step 3: Request human confirmation before applying any production writes or external sends.
```
### 5. Verification & Safety Guardrails
- **Human-in-the-Loop Gate:** All external communications, production database mutations, and billing actions stage an explicit review diff before execution.
- **Deterministic Telemetry:** Every run logs structured JSON output, latency metrics, and source citations so operators can audit every decision.
Tags: #posthog-mcp#attio-mcp#slack-mcp#blueprint#operations
✓ CERTIFIED X BUILDER PORTFOLIO
More Capabilities Curated from @househackerjon
Related Verified Capabilities
Explore Operations & Workspace → Use Case
⚡ 95
Local Service SEO & Seasonal Demand Content Engine
Use Case
⚡ 94
Unsold Field Estimate & Open Quote Recovery Pipeline
Use Case ✓ Claimed
⚡ 93