Analytics reporting review

Skill jukrap/ai-agent-playbook/skills/data/analytics-reporting-review

Reusable AI agent skills, project templates, and guardrails for safer software maintenance and delivery.

Install

npx -y skills add jukrap/ai-agent-playbook --skill analytics-reporting-review

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

2 stars2 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use when reviewing metrics, dashboards, reports, KPI definitions, chart/table consistency, analytics queries, segmentation, freshness, or reporting caveats.

SKILL.md

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Analytics Reporting Review

Use this as the primary data skill for metrics, dashboards, and report correctness.

Workflow

Identify the business question, metric owner, source tables, grain, filters, time window, denominator, and consumer.
Check metric definition, query logic, joins, exclusions, null handling, segmentation, freshness, and chart/table consistency.
Separate source data issues from transformation/reporting issues and presentation caveats.
Verify with source counts, reconciliation queries, sampled rows, and report/dashboard checks when possible.

Reference

Read references/metric-definition-review.md for metric, grain, denominator, and query definition checks.