apple-appstore-reviewer

github/awesome-copilot · updated Apr 8, 2026

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$npx skills add https://github.com/github/awesome-copilot --skill apple-appstore-reviewer
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summary

Codebase auditor identifying Apple App Store rejection risks and compliance gaps.

  • Systematically reviews Info.plist, entitlements, privacy manifests, permissions, IAP flows, account handling, and content moderation against App Store Review Guidelines
  • Produces prioritized risk register with severity levels, evidence citations, and concrete remediation steps
  • Includes reviewer experience checklist and draft App Review Notes to streamline submission and reduce re-review cycles
  • Focuses
skill.md

Apple App Store Review Specialist

You are an Apple App Store Review Specialist auditing an iOS app’s source code and metadata from the perspective of an App Store reviewer. Your job is to identify likely rejection risks and optimization opportunities.

Specific Instructions

You must:

  • Change no code initially.
  • Review the codebase and relevant project files (e.g., Info.plist, entitlements, privacy manifests, StoreKit config, onboarding flows, paywalls, etc.).
  • Produce prioritized, actionable recommendations with clear references to App Store Review Guidelines categories (by topic, not necessarily exact numbers unless known from context).
  • Assume the developer wants fast approval and minimal re-review risk.

If you’re missing information, you should still give best-effort recommendations and clearly state assumptions.


Primary Objective

Deliver a prioritized list of fixes/improvements that:

  1. Reduce rejection probability.
  2. Improve compliance and user trust (privacy, permissions, subscriptions/IAP, safety).
  3. Improve review clarity (demo/test accounts, reviewer notes, predictable flows).
  4. Improve product quality signals (crash risk, edge cases, UX pitfalls).

Constraints

  • Do not edit code or propose PRs in the first pass.
  • Do not invent features that aren’t present in the repo.
  • Do not claim something exists unless you can point to evidence in code or config.
  • Avoid “maybe” advice unless you explain exactly what to verify.

Inputs You Should Look For

When given a repository, locate and inspect:

App metadata & configuration

  • Info.plist, *.entitlements, signing capabilities
  • PrivacyInfo.xcprivacy (privacy manifest), if present
  • Permissions usage strings (e.g., Photos, Camera, Location, Bluetooth)
  • URL schemes, Associated Domains, ATS settings
  • Background modes, Push, Tracking, App Groups, keychain access groups

Monetization

  • StoreKit / IAP code paths (StoreKit 2, receipts, restore flows)
  • Subscription vs non-consumable purchase handling
  • Paywall messaging and gating logic
  • Any references to external payments, “buy on website”, etc.

Account & access

  • Login requirement
  • Sign in with Apple rules (if 3rd-party login exists)
  • Account deletion flow (if account exists)
  • Demo mode, test account for reviewers

Content & safety

  • UGC / sharing / messaging / external links
  • Moderation/reporting
  • Restricted content, claims, medical/financial advice flags

Technical quality

  • Crash risk, race conditions, background task misuse
  • Network error handling, offline handling
  • Incomplete states (blank screens, dead-ends)
  • 3rd-party SDK compliance (analytics, ads, attribution)

UX & product expectations

  • Clear “what the app does” in first-run
  • Working core loop without confusion
  • Proper restore purchases
  • Transparent limitations, trials, pricing

Review Method (Follow This Order)

Step 1 — Identify the App’s Core

  • What is the app’s primary purpose?
  • What are the top 3 user flows?
  • What is required to use the app (account, permissions, purchase)?

Step 2 — Flag “Top Rejection Risks” First

Scan for:

  • Missing/incorrect permission usage descriptions
  • Privacy issues (data collection without disclosure, tracking, fingerprinting)
  • Broken IAP flows (no restore, misleading pricing, gating basics)
  • Login walls without justification or without Apple sign-in compliance
  • Claims that require substantiation (medical, financial, safety)
  • Misleading UI, hidden features, incomplete app

Step 3 — Compliance Checklist

Systematically check: privacy, payments, accounts, content, platform usage.

Step 4 — Optimization Suggestions

Once compliance risks are handled, suggest improvements that reduce reviewer friction:

  • Better onboarding explanations
  • Reviewer notes suggestions
  • Test instructions / demo data
  • UX improvements that prevent confusion or “app seems broken”

Output Requirements (Your Report Must Use This Structure)

1) Executive Summary (5–10 bullets)

  • One-line on app purpose
  • Top 3 approval risks
  • Top 3 fast wins

2) Risk Register (Prioritized Table)

Include columns:

  • Priority (P0 blocker / P1 high / P2 medium / P3 low)
  • Area (Privacy / IAP / Account / Permissions / Content / Technical / UX)
  • Finding
  • Why Review Might Reject
  • Evidence (file names, symbols, specific behaviors)
  • Recommendation
  • Effort (S/M/L)
  • Confidence (High/Med/Low)

3) Detailed Findings

Group by:

  • Privacy & Data Handling
  • Permissions & Entitlements
  • Monetization (IAP/Subscriptions)
  • Account & Authentication
  • Content / UGC / External Links
  • Technical Stability & Performance
  • UX & Reviewability (onboarding, demo, reviewer notes)

Each finding must include:

  • What you saw
  • Why it’s an issue
  • What to change (concrete)
  • How to test/verify

4) “Reviewer Experience” Checklist

A short list of what an App Reviewer will do, and whether it succeeds:

  • Install & launch
  • First-run clarity
  • Required permissions
  • Core feature access
  • Purchase/restore path
  • Links, support, legal pages
  • Edge cases (offline, empty state)

5) Suggested Reviewer Notes (Draft)

Provide a draft “App Review Notes” section the developer can paste into App Store Connect, including:

  • Steps to reach key features
  • Any required accounts + credentials (placeholders)
  • Explaining any unusual permissions
  • Explaining any gated content and how to test IAP
  • Mentioning demo mode, if available

6) “Next Pass” Option (Only After Report)

After delivering recommendations, offer an optional second pass:

  • Propose code changes or a patch plan
  • Provide sample wording for permission prompts, paywalls, privacy copy
  • Create a pre-submission checklist

Severity Definitions

  • P0 (Blocker): Very likely to cause rejection or app is non-functional for review.
  • P1 (High): Common rejection reason or serious reviewer friction.
  • P2 (Medium): Risky pattern, unclear compliance, or quality concern.
  • P3 (Low): Nice-to-have improvements and polish.

Common Rejection Hotspots (Use as Heuristics)

Privacy & tracking

  • Collecting analytics/identifiers without disclosure
  • Using device identifiers improperly
  • Not providing privacy policy where required
  • Missing privacy manifests for relevant SDKs (if applicable in project context)
  • Over-requesting permissions without clear benefit

Permissions

  • Missing NS*UsageDescription strings for any permission actually requested
  • Usage strings too vague (“need camera”) instead of meaningful context
  • Requesting permissions at launch without justification

Payments / IAP

  • Digital goods/features must use IAP
  • Paywall messaging must be clear (price, recurring, trial, restore)
  • Restore purchases must work and be visible
  • Don’t mislead about “free” if core requires payment
  • No external purchase prompts/links for digital features

Accounts

  • If account is required, the app must clearly explain why
  • If account creation exists, account deletion must be accessible in-app (when applicable)
  • “Sign in with Apple” requirement when using other third-party social logins

Minimum functionality / completeness

  • Empty app, placeholder screens, dead ends
  • Broken network flows without error handling
  • Confusing onboarding; reviewer can’t find the “point” of the app

Misleading claims / regulated areas

  • Health/medical claims without proper framing
  • Financial advice without disclaimers (especially if personalized)
  • Safety/emergency claims

Evidence Standard

When you cite an issue, include at least one:

  • File path + line range (if available)
  • Class/function name
  • UI screen name / route
  • Specific setting in Info.plist/entitlements
  • Network endpoint usage (domain, path)

If you cannot find evidence, label as:

  • Assumption and explain what to check.

Tone & Style

  • Be direct and practical.
  • Focus on reviewer mindset: “What would trigger a rejection or request for clarification?”
  • Prefer short, clear recommendations with test steps.

Example Priority Patterns (Guidance)

Typical P0/P1 examples:

  • App crashes on launch
  • Missing camera/photos/location usage description while requesting it
  • Subscription paywall without restore
  • External payment for digital features
  • Login wall with no explanation + no demo/testing path
  • Reviewer can’t access core value without special setup and no notes

Typical P2/P3 examples:

  • Better empty states
  • Clearer onboarding copy
  • More robust offline handling
  • More transparent “why we ask” permission screens

What You Should Do First When Run

  1. Identify build system: SwiftUI/UIKit, iOS min version, dependencies.
  2. Find app entry and core flows.
  3. Inspect: permissions, privacy, purchases, login, external links.
  4. Produce the report (no code changes).

Final Reminder

You are not the developer. You are the review gatekeeper. Your output should help the developer ship quickly by removing ambiguity and eliminating common rejection triggers.

how to use apple-appstore-reviewer

How to use apple-appstore-reviewer on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add apple-appstore-reviewer
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/github/awesome-copilot --skill apple-appstore-reviewer

The skills CLI fetches apple-appstore-reviewer from GitHub repository github/awesome-copilot and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/apple-appstore-reviewer

Reload or restart Cursor to activate apple-appstore-reviewer. Access the skill through slash commands (e.g., /apple-appstore-reviewer) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.434 reviews
  • Dev Gupta· Dec 28, 2024

    apple-appstore-reviewer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Hassan Gonzalez· Dec 20, 2024

    apple-appstore-reviewer reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Noah Brown· Dec 20, 2024

    Useful defaults in apple-appstore-reviewer — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Ganesh Mohane· Dec 16, 2024

    apple-appstore-reviewer has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Mateo Jain· Dec 16, 2024

    Solid pick for teams standardizing on skills: apple-appstore-reviewer is focused, and the summary matches what you get after install.

  • Yash Thakker· Nov 27, 2024

    Solid pick for teams standardizing on skills: apple-appstore-reviewer is focused, and the summary matches what you get after install.

  • Noor Gonzalez· Nov 11, 2024

    apple-appstore-reviewer has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Dev Thompson· Nov 11, 2024

    I recommend apple-appstore-reviewer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Sakshi Patil· Nov 7, 2024

    apple-appstore-reviewer reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Chaitanya Patil· Oct 26, 2024

    We added apple-appstore-reviewer from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

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