What is the Provider Scorecard skill?

It is a specialized tool for Claude Code that helps teams track and analyze the performance, cost, and quality of various data enrichment providers.

Which metrics can I track with this skill?

You can monitor success rates, fill percentages, latency, credit usage, and confidence scores across all your data vendors.

Can this skill help with data routing?

Yes, by identifying performance leaders and laggards, it provides the insights necessary to update routing logic in waterfall blueprints.

How does this skill help with cost management?

It tracks credit burn and cost-per-successful-enrichment, providing the data needed to optimize budget allocation between providers.

Who should use the Provider Scorecard skill?

It is designed for RevOps, Marketing Ops, and Sales Ops professionals who manage multiple data providers and enrichment workflows.

Provider Scorecard

Name: Provider Scorecard
Author: gtmagents

bygtmagents

•

Analytics & Monitoring

Evaluates and tracks data enrichment provider performance, costs, and quality metrics to optimize vendor selection and routing.

About

The Provider Scorecard skill provides a structured framework for analyzing the efficiency and reliability of data enrichment vendors. It enables Claude to monitor critical performance indicators such as success rates, latency, and credit burn, facilitating data-driven decisions during operational reviews or contract renewals. By standardizing metric definitions and scoring models, this skill helps Go-To-Market (GTM) teams identify underperforming vendors, justify credit allocations, and maintain high-quality data pipelines.

Key Features

Comprehensive metric tracking for success rates, latency, and fill percentages.
Integration-ready framework for updating data routing and waterfall blueprints.
Standardized templates for executive summaries and provider improvement tasks.
29 GitHub stars
Cost analysis tools to monitor credit burn and vendor efficiency.
Weighted scoring models tailored to specific business priorities and enrichment types.

Use Cases

Conducting monthly or weekly operational reviews of enrichment vendor performance.
Performing post-incident analysis after outages to inform routing adjustments.
Evaluating vendor reliability and ROI prior to contract renewals or credit purchases.

About

Key Features

Comprehensive metric tracking for success rates, latency, and fill percentages.
Integration-ready framework for updating data routing and waterfall blueprints.
Standardized templates for executive summaries and provider improvement tasks.
29 GitHub stars
Cost analysis tools to monitor credit burn and vendor efficiency.
Weighted scoring models tailored to specific business priorities and enrichment types.

Use Cases

Conducting monthly or weekly operational reviews of enrichment vendor performance.
Performing post-incident analysis after outages to inform routing adjustments.
Evaluating vendor reliability and ROI prior to contract renewals or credit purchases.