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workload-analysis

Analyze customer usage and spend to produce multi-view workload dashboards.

58|5|Updated Jan 19, 2026
Search Tags:#dashboards#data-visualization#workload-analysis#sdk-breakdown#spend-allocation#vitally#posthog-billing
One-click install
npx skills add https://github.com/PostHog/skills --skill workload-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: workload-analysis
Source: https://github.com/PostHog/skills/tree/main/skills/team/customer-success/workload-analysis
Command: npx skills add https://github.com/PostHog/skills --skill workload-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

PostHog customers and PostHog partners need a consolidated view of how spend is allocated across workloads, products, and teams to inform QBRs, expansions, and risk assessment.

Core Features & Use Cases

  • Interactive dashboards that show Overview, Risks, Tree View, Revenue Flow, and Matrix to visualize ARR, health, and spend.
  • SDK-based spend allocation: allocate product spend to workloads using complete SDK proportions, including Flutter and React Native.
  • Opportunity & risk identification: surface annual-conversion opportunities, product gaps, and cross-sell ideas based on usage patterns.
  • Reference-backed workflow: ties Vitally account data and PostHog billing metrics to a reproducible visualization pipeline.

Quick Start

Trigger workload analysis for a customer account to generate the visual dashboards.

Frequently Asked Questions about workload-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I visualize customer spend allocation across different workloads and products?▼

You can visualize customer spend allocation by generating interactive dashboards that use tree, sankey, and matrix views to break down PostHog billing metrics and SDK proportions by workload, product, and team.

Can I use Vitally account data for QBRs and risk assessment with this spend analysis approach?▼

Yes, Vitally account data is combined with PostHog billing metrics to produce multi-view dashboards designed specifically for QBRs, expansion opportunity identification, and risk assessment.

How does SDK breakdown work for allocating product spend to mobile and backend teams?▼

SDK breakdown allocates product spend to workloads using complete SDK proportions, including Flutter and React Native, mapping usage patterns directly to corresponding web, backend, mobile, and AI teams.

What is the best way to identify cross-sell opportunities and product gaps from usage patterns?▼

The workload analysis surfaces annual-conversion opportunities, product gaps, and cross-sell ideas by evaluating usage patterns and spend allocation across multiple dashboard views like Overview, Risks, and Revenue Flow.

Do I need specific billing metrics to generate a workload analysis dashboard?▼

Yes, the workflow requires PostHog billing metrics and Vitally account data as inputs to trigger the reproducible visualization pipeline that generates the spend and workload dashboards.

What dashboard views are available for analyzing ARR and health alongside spend?▼

The interactive dashboards provide Overview, Risks, Tree View, Revenue Flow, and Matrix views to visualize annual recurring revenue, account health, and product spend relationships.

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