apple-appstore-reviewer
by githubapple-appstore-reviewer helps audit iOS apps for App Store rejection risks, privacy gaps, permissions, subscriptions, and reviewer-blocking flows before submission.
This skill scores 78/100, which means it is a solid directory listing candidate: users get a clearly scoped App Store review audit workflow that should help an agent find likely rejection risks and optimization issues with less guesswork than a generic prompt, though adoption would be easier with examples or supporting files.
- Very clear role and trigger: review an iOS app codebase and metadata for App Store rejection risks and optimization opportunities.
- Strong operational guidance in the prompt itself, including priorities, constraints, best-effort assumptions, and references to concrete files like Info.plist, entitlements, privacy manifests, onboarding flows, and paywalls.
- Good workflow depth for a single-file skill: substantial body length with many headings and multiple workflow and constraint signals, which supports structured audits instead of vague advice.
- No scripts, references, examples, or install/usage command, so agents must rely entirely on prompt text rather than repository-backed checklists or tooling.
- The repository shows a placeholder marker and only one SKILL.md file, which slightly weakens trust and makes it harder for users to judge real-world coverage.
Overview of apple-appstore-reviewer skill
What the apple-appstore-reviewer skill does
The apple-appstore-reviewer skill helps an AI agent audit an iOS app the way an App Store reviewer would: looking for likely rejection risks, compliance gaps, privacy and permission issues, subscription friction, and places where reviewer confusion could slow approval. It is designed for teams that want a structured first-pass compliance review before submitting to Apple.
Who should use it
This skill is best for iOS developers, indie founders, release managers, and QA or compliance owners preparing an App Store submission. It is especially useful if you already have a codebase and app metadata, but need a practical review lens that goes beyond generic “check the guidelines” advice.
Real job-to-be-done
Most users do not need a full legal or policy memo. They need a fast, prioritized list of what could trigger rejection, what weakens reviewer trust, and what to fix first for the next submission. The apple-appstore-reviewer skill is strongest when you want approval-focused triage rather than broad product critique.
Why it is more useful than a generic prompt
A normal prompt often stays vague and overconfident. This skill adds useful guardrails: it tells the agent not to change code on the first pass, not to invent missing features, to review concrete iOS artifacts like Info.plist, entitlements, privacy manifests, onboarding and paywall flows, and to return prioritized recommendations tied to App Store Review Guideline topics.
Best-fit and poor-fit cases
Use apple-appstore-reviewer for Compliance Review when your app is close to release, has payments, permissions, account flows, user-generated content, or reviewer setup complexity. It is a weaker fit if you want automated code fixes, legal certification, or a substitute for manual submission testing on real devices.
How to Use apple-appstore-reviewer skill
How to install apple-appstore-reviewer
Install from the Awesome Copilot skills repo with your local skills workflow. A common pattern is:
npx skills add github/awesome-copilot --skill apple-appstore-reviewer
If your environment uses a different skill loader, add the skill from github/awesome-copilot and select apple-appstore-reviewer.
What to give the skill as input
The apple-appstore-reviewer usage quality depends heavily on what the agent can inspect. Give it access to the app project plus the review-relevant files and flows:
Info.plist- entitlements
- privacy manifest files
- in-app purchase or subscription configuration
- onboarding, sign-in, and account deletion flows
- permission request flows
- paywall screens
- reviewer notes or release notes if available
What the skill is actually looking for
This skill is tuned to find issues that matter during review, not just code quality problems. Expect it to focus on:
- privacy disclosures and permission timing
- hidden or confusing account requirements
- subscription and payment compliance
- misleading or incomplete metadata
- broken reviewer journeys
- unsafe or low-trust user experience patterns
- crash-prone or dead-end flows that hurt approval odds
Turn a rough request into a strong prompt
Weak prompt:
Review my iOS app for App Store issues.
Stronger prompt:
Use the apple-appstore-reviewer skill to audit this iOS app for likely App Store rejection risks. Focus on Info.plist, privacy permissions, subscription flows, account creation and deletion, reviewer access blockers, and anything that could confuse App Review. Do not change code. Give me a prioritized list of findings with the likely guideline topic, affected files or flows, confidence level, and the smallest practical fix.
That second version works better because it sets scope, output format, priority, and the “no code changes first” constraint that the skill expects.
Recommended workflow for a first pass
A practical apple-appstore-reviewer guide is:
- Run a broad audit across the app and metadata.
- Separate findings into high, medium, and low submission risk.
- Validate high-risk items manually in the app.
- Ask for a second pass focused only on the risky flows.
- Turn the final output into a release checklist for engineering and App Store Connect notes.
Repository file to read first
Read skills/apple-appstore-reviewer/SKILL.md:1 first. It contains the operating rules that matter most: no first-pass code edits, review from an App Store reviewer perspective, and prioritize actionable recommendations that reduce rejection and re-review risk.
How to use it well on real repositories
Point the agent to the exact app target and submission-critical flows. If the repo is large, say which module contains onboarding, billing, settings, deletion, and moderation. Without that direction, the skill can still help, but it may spend too much effort on lower-value files and miss reviewer-blocking paths.
What output you should expect
Good output from apple-appstore-reviewer is not a giant checklist. It should be a short ranked set of findings with:
- why Apple may care
- what evidence the agent found
- which user flow or file is involved
- what assumption was made if evidence is incomplete
- what minimal fix reduces review risk fastest
Where this skill adds the most value
The skill is particularly useful for apps with sign-in walls, subscriptions, permission-heavy features, health or location data, user-generated content, or unusual setup requirements. In those cases, a generic code review often misses the real App Review blockers.
apple-appstore-reviewer skill FAQ
Is apple-appstore-reviewer good for beginners
Yes, if you already have an iOS app or codebase to inspect. It gives structure to a difficult review task. It is less helpful if you are still choosing app features and have nothing concrete for the agent to audit.
Can it replace reading Apple guidelines
No. The apple-appstore-reviewer skill is a practical review helper, not a source of policy authority. Its value is in surfacing likely risks and organizing them into action, not replacing Apple’s official documentation or final human judgment.
Is it only for code review
No. The skill explicitly works best when the agent can inspect both code and submission context: permissions, paywalls, onboarding, metadata assumptions, and reviewer access details. That broader scope is part of what makes it better than a plain static code prompt.
When should you not use apple-appstore-reviewer
Do not choose apple-appstore-reviewer install just because you want bug fixing, refactoring, or generic iOS architecture advice. This skill is specialized for approval risk and compliance review. If your main problem is performance or Swift code quality, another skill or prompt will fit better.
How is it different from an ordinary compliance prompt
The difference is not just wording. It constrains the agent to avoid premature code changes, pushes it toward first-pass evidence gathering, and frames output around fast approval and minimal re-review risk. That makes the recommendations more submission-ready.
How to Improve apple-appstore-reviewer skill
Give the skill reviewer-critical context upfront
The fastest way to improve results is to name the risky areas before the audit starts: login method, monetization model, permissions used, whether guest access exists, whether account deletion is implemented, and whether App Review needs a demo account. This steers the skill toward real blockers instead of generic observations.
Ask for findings by risk and evidence
A stronger follow-up prompt is:
Re-run the apple-appstore-reviewer skill and group findings into blocker, likely issue, and watch item. For each one, cite the file, flow, or screen that triggered the concern and note any assumption caused by missing evidence.
This reduces fluffy advice and makes triage easier.
Common failure mode: too little app flow detail
If the first output feels generic, the usual problem is missing runtime context. The skill can inspect source files, but App Review often hinges on what users and reviewers actually see. Improve the result by adding screenshots, test credentials, navigation steps, or a short description of the purchase and permission journeys.
Common failure mode: mixing compliance with feature requests
Keep the task narrow on the first pass. Ask for rejection risks and approval friction first. Only after that should you ask for UX or conversion improvements. Mixing those goals too early can blur priority and produce less useful recommendations.
Iterate on the highest-risk flows only
After the first pass, do not rerun the whole audit blindly. Ask for a deeper review of the top-risk areas such as subscriptions, privacy prompts, account deletion, or user-generated content moderation. Focused second passes usually produce better apple-appstore-reviewer usage than repeating the broad audit.
Improve output quality with explicit boundaries
Tell the agent:
- app target path
- platforms included in scope
- whether TestFlight or App Store submission is the goal
- whether code changes are allowed in the current pass
- whether missing evidence should be labeled as assumptions
Those boundaries match how the skill is written and reduce overreach.
Use the skill as a release gate, not a one-off prompt
The most effective pattern is to run apple-appstore-reviewer before submission freeze, after major monetization or permission changes, and again when reviewer notes are drafted. Used that way, it becomes a practical compliance review checkpoint rather than a last-minute panic tool.