# Analytics Reporting Review

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

- **Type:** Skill
- **Install:** `agentstack add skill-jukrap-ai-agent-playbook-analytics-reporting-review`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [jukrap](https://agentstack.voostack.com/s/jukrap)
- **Installs:** 0
- **Category:** [Data & Analytics](https://agentstack.voostack.com/c/data-and-analytics)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [jukrap](https://github.com/jukrap)
- **Source:** https://github.com/jukrap/ai-agent-playbook/tree/main/skills/data/analytics-reporting-review
- **Website:** https://www.npmjs.com/package/ai-agent-playbook

## Install

```sh
agentstack add skill-jukrap-ai-agent-playbook-analytics-reporting-review
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Analytics Reporting Review

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

## Workflow

1. Identify the business question, metric owner, source tables, grain, filters, time window, denominator, and consumer.
2. Check metric definition, query logic, joins, exclusions, null handling, segmentation, freshness, and chart/table consistency.
3. Separate source data issues from transformation/reporting issues and presentation caveats.
4. 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.

Read `references/dashboard-report-review.md` for chart/table consistency, caveats, freshness, and reader handoff.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [jukrap](https://github.com/jukrap)
- **Source:** [jukrap/ai-agent-playbook](https://github.com/jukrap/ai-agent-playbook)
- **License:** MIT
- **Homepage:** https://www.npmjs.com/package/ai-agent-playbook

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-jukrap-ai-agent-playbook-analytics-reporting-review
- Seller: https://agentstack.voostack.com/s/jukrap
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.