ai-data-disclosure

ai-data-disclosure is a skill for Claude Code, Codex from cruisediary/apple-app-review-skills. It costs 36 tokens per session (1,832 once invoked), scanned A, original, MIT.

A privacy audit that finds user data sent to outside AI services without clear in-app consent and disclosure. Third-party AI services are systems run by another company, such as a hosted text or speech model.

In plain words
What is it for?
Use it to inspect integrations with hosted AI systems and check that data sharing is disclosed before processing.
Why use it?
It helps prevent users' messages, speech, or other data from being transmitted without knowing who processes it and agreeing first.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to inspect integrations with hosted AI systems and check that data sharing is disclosed before processing.

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Install with agentmods
npx agentmods add skills/cruisediary/apple-app-review-skills/ai-data-disclosure
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add cruisediary/apple-app-review-skills --skill ai-data-disclosure
Clone the repo
git clone --depth 1 https://github.com/cruisediary/apple-app-review-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-data-disclosure

README.md
[![agentmods](https://agentmods.dev/badge/skills/cruisediary/apple-app-review-skills/ai-data-disclosure/github.svg)](https://agentmods.dev/skills/cruisediary/apple-app-review-skills/ai-data-disclosure)
Your own site
<a href="https://agentmods.dev/skills/cruisediary/apple-app-review-skills/ai-data-disclosure"><img src="https://agentmods.dev/badge/skills/cruisediary/apple-app-review-skills/ai-data-disclosure/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-data-disclosure

Your own site · 80×15
<a href="https://agentmods.dev/skills/cruisediary/apple-app-review-skills/ai-data-disclosure"><img src="https://agentmods.dev/badge/skills/cruisediary/apple-app-review-skills/ai-data-disclosure.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,832 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.01832
Opus 5 $0.00018 $0.00916
Sonnet 5 $0.00007 $0.00366
Haiku 4.5 $0.00004 $0.00183

Measured 7d ago against content hash 426de0752792, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-data-disclosure scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/privacy/ai-data-disclosure/SKILL.md · 131 lines

How it starts

The opening of the file, as written. The whole thing — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: AI Data Disclosure

Purpose

Detects apps that send user data to third-party AI systems (OpenAI, Google Gemini, Anthropic, etc.) without explicit in-app consent and disclosure, enforcing Guideline 5.1.2(i) which requires transparency before any user data is transmitted to external AI services.

Apple Guideline

  • Primary: 5.1.2(i) — Privacy: Third-Party AI Data Sharing
  • Related: 5.1.1(i) — Privacy Policy
  • Reference: references/guidelines/5-legal.md

Real-World Rejection Cases

  • Case: App sent user messages to OpenAI API without disclosing this in the app or privacy policy — rejected under 5.1.2(i) Source: Apple Developer Forums (multiple developer reports, 2023–2024) Root cause: Guideline 5.1.2(i) requires explicit disclosure and user consent before transmitting data to any third-party AI system — a generic "we may share data with service providers" clause in the privacy policy is insufficient; the app must present a clear in-app notice before AI processing occurs

  • Case: Health app transcribed user speech on-device and then sent transcripts to a third-party LLM for analysis — rejected for undisclosed AI data sharing Source: Apple Developer Forums (2024) Root cause: Any transmission of user-provided content to an external AI service requires explicit opt-in consent, regardless of whether the data was first processed on-device — the forwarding to an external AI is the disclosure trigger

Trigger

Invoke on any iOS/macOS project that integrates AI/ML APIs, chat features, or sends user-generated content to external services.

Inputs

Name Type Default Description
project_root path cwd iOS/macOS project root
shared_context object nil Pre-collected context from appstore-full-audit Phase 1

Actions

Read the full file on GitHub · 131 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 131 lines · 36 tokens per session scan A 426de0752792

Subscribe to this mod's changes

ai-data-disclosure is a skill published in the GitHub repository cruisediary/apple-app-review-skills (16 stars, last pushed 4mo ago), licensed MIT. It adds 36 tokens to every session and 1,832 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.

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