Skills for Real Engineers. Straight from my .agents directory.
ad-attribution
Agent skill fromrshankras/claude-code-apple-skills
Privacy-preserving ad measurement with AdAttributionKit (SKAdNetwork's successor) — install and re-engagement attribution, conversion-value strategy under crowd anonymity, and end-to-end postback testing. Use when running paid acquisition beyond Apple Ads, measuring re-engagement campaigns, designing conversion values, or migrating from SKAdNetwork.
How to install ad-attribution
npx skills add rshankras/claude-code-apple-skills# or add only this skill to Claude Code: copy the folder
skills/app-store/ad-attribution/
# into
~/.claude/skills/ad-attribution/ (all projects)
.claude/skills/ad-attribution/ (one project)
1# Ad Attribution (AdAttributionKit)23You can't optimize paid traffic you can't measure. AdAttributionKit is Apple's4privacy-preserving attribution framework — interoperable with SKAdNetwork, and the go-forward5path (it also works in alternative marketplaces). This skill covers the *advertised-app* side:6what an indie running paid campaigns must implement and how to design conversion signals that7survive privacy thresholds.89Note the seam: **Apple Ads attribution uses the AdServices framework, not AdAttributionKit** —10campaigns there are measured in the Apple Ads console (see `app-store/apple-search-ads`). This11skill is for every *other* paid channel (ad networks, social, publishers).1213## When This Skill Activates1415- Running or planning paid user acquisition outside Apple Ads16- "How do I know which campaign drove installs?" / measuring re-engagement ads17- Designing or debugging conversion values / postbacks18- Migrating from SKAdNetwork (fully interoperable — registered networks need no re-enrollment)1920## How it works (the 60-second model)2122Ad network signs an ad (compact JWS impression) → publisher app shows it → user installs (or23re-engages) → after a privacy-delayed measurement window, a **postback** with your conversion24info goes to the ad network (and optionally to you). Attribution requires no user tracking;25the price is coarser data, governed by **crowd anonymity**.2627## Conversion-value strategy (the part that's actually yours)28…
Excerpt shown under the repository's MIT license.
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