Agent skill · Audited from source
adattributionkit
skill · dpearson2699/swift-ios-skillsNOASSERTION licenceAudited 22 Oct 2026 · source 8c7069c512a0
Is it safe? With care — CAUTION, grade C (79/100). We read this skill's source at commit 8c7069c512a0 and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 1 finding, 1 critical or high. What it does: Measure ad effectiveness with privacy-preserving attribution using AdAttributionKit. Use when registering ad impressions, handling attribution postbacks, updating conversion values, implementing re-engagement…
Cite
Cite this page
ModelsAtlas. “adattributionkit (dpearson2699/swift-ios-skills)”. Retrieved 22 Oct 2026. https://modelsatlas.com/skills/dpearson2699/adattributionkit
Trust audit
Audit 0.4.1 · source read 22 Oct 2026
CAUTION means the audit found things worth knowing before you trust this skill. Grade C is shared by 84 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | FAIL | 1 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: instruction override, no behavioural pass.
Findings (1)
HIGHPrompt injectionprompt.override · references/adattributionkit-patterns.md:273
With Developer Mode enabled, configure an HTTP proxy on the device (Settings >
- Why
- asks the agent to drop prior instructions or safety
- Fix
- remove the instruction
Audit 0.4.1 · source sha 8c7069c512a0 · 22 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherdpearson2699 GitHub userOwner of the repository this skill is read from
- Source folderdpearson2699/swift-ios-skills/skills/adattributionkitThe exact folder we audited
- LicenceNOASSERTIONAs the repository states it
- Commit pinned for this verdict8c7069c512a0A new audit runs when the source changes
- Repository statusNot archivedLast push 82 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Measure ad effectiveness with privacy-preserving attribution using AdAttributionKit. Use when registering ad impressions, handling attribution postbacks, updating conversion values, implementing re-engagement…
---
name: adattributionkit
description: "Measure ad effectiveness with privacy-preserving attribution using AdAttributionKit. Use when registering ad impressions, handling attribution postbacks, updating conversion values, implementing re-engagement attribution, configuring publisher or advertiser apps, or replacing SKAdNetwork with AdAttributionKit for ad measurement."
---
# AdAttributionKit
Privacy-preserving ad attribution for iOS 17.4+. AdAttributionKit
lets ad networks measure conversions (installs and re-engagements) without
exposing user-level data. It supports the App Store and alternative
marketplaces, and interoperates with SKAdNetwork.
Three roles exist in the attribution flow: the **ad network** (signs
impressions, receives postbacks), the **publisher app** (displays ads), and the
**advertised app** (the app being promoted).
## Contents
- [Overview and Privacy Model](#overview-and-privacy-model)
- [Publisher App Setup](#publisher-app-setup)
- [Advertiser App Setup](#advertiser-app-setup)
- [Impressions](#impressions)
- [Postbacks](#postbacks)
- [Conversion Values](#conversion-values)
- [Re-engagement](#re-engagement)
- [Common Mistakes](#common-mistakes)
- [Review Checklist](#review-checklist)
- [References](#references)
## Overview and Privacy Model
AdAttributionKit preserves user privacy through several mechanisms:
- **Crowd anonymity tiers** -- the device limits postback data granularity based
on the crowd size associated with the ad, ranging from Tier 0 (minimal data)
to Tier 3 (most data including publisher ID and country code).
- **Time-delayed postbacks** -- postbacks are sent 24-48 hours after conversion
window close (first window) or 24-144 hours (second/third windows).
- **No user-level identifiers** -- postbacks contain aggregate source
identifiers and conversion values, not device or user IDs.
- **Hierarchical source identifiers** -- 2, 3, or 4-digit source IDs where the
number of digits returned depends on the crowd anonymity tier.
In migration and interoperability reviews, explicitly state that the system
evaluates AdAttributionKit and SKAdNetwork impressions together, only one
impression wins per conversion, click-through beats view-through, and recency
breaks ties within click-through impressions before falling back to the most
recent view-through impression.
## Publisher App Setup
A publisher app displays ads from registered ad networks. Add each ad network's
ID to the app's Info.plist so its impressions qualify for install validation.
### Add ad network identifiers
```xml
<key>AdNetworkIdentifiers</key>
<array>
<string>example123.adattributionkit</string>
<string>another456.adattributionkit</string>
</array>
```
Ad network IDs must be lowercase. SKAdNetwork IDs (ending in `.skadnetwork`)
are also accepted -- the frameworks share IDs.
### Display a UIEventAttributionView
For click-through custom-rendered ads, place one `UIEventAttributionView` over
each tappable ad/control. It must cover the tappable area and stay above views
that would intercept touches before `handleTap()` succeeds.
```swift
import UIKit
let attributionView = UIEventAttributionView()
attributionView.frame = adContentView.bounds
attributionView.isUserInteractionEnabled = true
adContentView.addSubview(attributionView)
```
## Advertiser App Setup
The advertised app is the app someone installs or re-engages with after seeing
an ad. It must call a conversion value update at least once to begin the
postback conversion window.
### Opt in to receive winning postback copies
Add `AttributionCopyEndpoint` under the top-level `AdAttributionKit` Info.plist
dictionary so the device sends a copy of the winning postback to your server:
```xml
<key>AdAttributionKit</key>
<dict>
<key>AttributionCopyEndpoint</key>
<string>https://example.com</string>
</dict>
```
The system derives the well-known endpoint from the registrable domain in the
URL, ignoring subdomains:
```
https://example.com/.well-known/appattribution/report-attribution/
```
Configure your server to accept HTTPS POST requests at that path. The domain
must have a valid SSL certificate.
### Opt in for re-engagement postback copies
Add a second key in the same `AdAttributionKit` dictionary to also receive
copies of winning re-engagement postbacks:
```xml
<key>AdAttributionKit</key>
<dict>
<key>AttributionCopyEndpoint</key>
<string>https://example.com</string>
<key>OptInForReengagementPostbackCopies</key>
<true/>
</dict>
```
### Update conversion value on first launch
Call a conversion value update as early as possible after first launch to begin
the conversion window:
```swift
import AdAttributionKit
func applicationDidFinishLaunching() async {
do {
try await Postback.updateConversionValue(0, lockPostback: false)
} catch {
print("Failed to set initial conversion value: \(error)")
}
}
```
## Impressions
Ad networks create signed impressions using JWS (JSON Web Signature). The
publisher app uses `AppImpression` to register and handle those impressions.
### Create an impression from a JWS
```swift
import AdAttributionKit
let impression = try await AppImpression(compactJWS: signedJWSString)
```
The JWS contains the ad network ID, advertised item ID, publisher item ID,
source identifier, timestamp, and optional re-engagement eligibility flag. See
[references/adattributionkit-patterns.md](references/adattributionkit-patterns.md)
for JWS generation details.
### Check device support
```swift
guard AppImpression.isSupported else {
// Fall back to alternative ad display
return
}
```
### View-through impressions
Record a view impression when the ad content has been displayed and dismissed:
```swift
func handleAdViewed(impression: AppImpression) async {
do {
try await impression.handleView()
} catch {
print("Failed to record view-through impression: \(error)")
}
}
```
For long-lived ad views, use `beginView()` anExcerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 8c7069c
git clone https://github.com/dpearson2699/swift-ios-skills git -C swift-ios-skills checkout 8c7069c512a0
The author documents no install command, so this uses the repository directly. Our verdict covers commit 8c7069c512a0 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- !CAUTION C 79 / 100
first audit · source
8c7069c512a0
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Questions about adattributionkit
What does the adattributionkit skill do?
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How current is this page?
Sources
- github.com/dpearson2699/swift-ios-skills/tree/main/skills/adattr — the audited source at commit 8c7069c512a0 and every finding aboveObserved · 22 Oct 2026
Spotted something wrong? Report a correction · Methodology
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- What does the adattributionkit skill do?
- Is adattributionkit safe to install?
- What can adattributionkit access on my machine?