Multi-site Operations Data & Daily Updates
New: data contracts and daily update verification
Checks site mapping and data freshness, with separate evidence for manual comparison, API collection and actual scheduled runs.
Operations & delivery · SKILL
Multi-site Operations Data & Daily Updates
Align GA4 site mapping, metric definitions and daily reports while distinguishing real zeroes, missing data, delays, stale snapshots and automation status.
Guide
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Usage guide
Identify the site, property, dates and filters behind each metric before combining results. Manual checks, automated collection, quality assessment and recurring updates each retain their own evidence.
What to prepare
- Site-to-GA4 mapping and authorized read-only access
- Metrics, dates, time zones, filters and update frequency
- Manual comparison samples, data-quality metadata and report destinations
What you receive
- A shared data contract, site mapping and collection records
- Daily reports showing gaps, data dates and quality states
- Separate evidence for manual/API comparison, scheduling, artifacts and delivery
Who it is for
- Combining several websites in an operations dashboard
- Checking that daily reports contain current, comparable data
How the work progresses
- 01
Confirm mapping, definitions and minimum read access
- 02
Compare manual and API results under identical conditions
- 03
Collect per site and mark gaps, delays and quality limits
- 04
Set up requested reports and verify actual automated operation
Getting started
Download and extract the complete ZIP, then read its README. Install the complete folder containing SKILL.md in your AI tool’s skills directory under the skill name. In a multi-version repository, choose the version you need and retain its supporting files. Try a small task with the required inputs and review the result.
Scope and limits
- A tag, a successful API request and complete data are different; cross-site user counts cannot simply be added as deduplicated users.
- The offline checker neither connects to GA4 nor schedules work. Examples are synthetic, and declared provenance is not proof of authenticity.
- Public aggregate dashboards require a separately reviewed field allowlist; do not expose internal checks, queries or credentials. The source is Chinese.