report-audit

Audit WTFPOS report pages for data analytics quality using playwright-cli.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/pyroboy/midcodes --skill report-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: report-audit
Source: https://github.com/pyroboy/midcodes/tree/main/apps/WTFPOS/.claude/skills/report-audit
Command: npx skills add https://github.com/pyroboy/midcodes --skill report-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the critical need to ensure the accuracy, clarity, and adherence to best practices in data reporting within the WTFPOS system. It helps identify and rectify issues in data presentation, metric accuracy, and overall report integrity.

Core Features & Use Cases

  • Data Analytics Quality Audit: Assesses report pages against established data visualization principles and the Data Analytics Bible.
  • Schema and PRD Grounding: Verifies that every displayed metric can be traced back to its source in the RxDB schema and its corresponding business requirement in the PRD.
  • Interactive Playwright Audits: Utilizes playwright-cli for automated, interactive browser-based checks and snapshotting.
  • Use Case: When a user questions the accuracy of a KPI on a dashboard or asks if a chart is misleading, this skill can be invoked to perform a comprehensive audit.

Quick Start

Audit the WTFPOS sales report for data accuracy and adherence to best practices.

Frequently Asked Questions about report-audit

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

FAQPage Schema
How do I audit report pages for data quality and visualization best practices?

To audit report pages for data quality, this Skill uses interactive playwright-cli commands to verify metric accuracy, chart selection, and cognitive load against established data visualization best practices. It traces metrics back to RxDB schema fields and PRD business requirements to ensure full reporting integrity.

Can I verify if my dashboard KPIs match the underlying RxDB schema and PRD requirements?

Yes, you can verify dashboard KPIs against your RxDB schema and PRD requirements. The Skill performs schema and PRD grounding by tracing every displayed metric back to its source in the RxDB schema and its corresponding business requirement in the PRD.

How does playwright-cli work for automated data analytics report auditing?

Playwright-cli works for data analytics report auditing by executing interactive, browser-based checks and snapshotting. It assesses report pages against the Data Analytics Bible to validate metric accuracy, data presentation, and comparison context without manual inspection.

What is the best way to check for misleading charts and cognitive load in analytics reports?

The best way to check for misleading charts and cognitive load is to audit the report against data visualization principles. This Skill evaluates chart selection, data presentation, and comparison context to identify and rectify issues in analytics reporting.

Do I need playwright-cli to perform a WTFPOS report audit?

Yes, playwright-cli is required to perform a WTFPOS report audit. The Skill depends on interactive playwright-cli commands to automate browser-based checks, snapshot report pages, and verify data analytics quality against the Data Analytics Bible.