review-management

review-management is a skill for Claude Code from markdavidgan/apple-dev-skills. It costs 104 tokens per session (2,581 once invoked), scanned A, original, MIT.

A workflow for collecting, grouping, prioritising, and answering reviews users leave on the App Store. It also treats repeated review themes as feedback about the product.

In plain words
What is it for?
Use it to fetch reviews, analyse sentiment, draft or update developer replies, and track rating-recovery work.
Why use it?
It turns scattered reviews into a manageable view of bugs, complaints, and opportunities to rebuild trust.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the apple-dev-skills plugin — 62 skills, 25 commands, 7 agents shipped together

Good fit Use it to fetch reviews, analyse sentiment, draft or update developer replies, and track rating-recovery work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/markdavidgan/apple-dev-skills/review-management
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 markdavidgan/apple-dev-skills --skill review-management
Clone the repo
git clone --depth 1 https://github.com/markdavidgan/apple-dev-skills

Made for: Claude Code.

Or install apple-dev-skills, the plugin that ships this one along with the rest of its 62 skills, 25 commands, 7 agents.

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 review-management

README.md
[![agentmods](https://agentmods.dev/badge/skills/markdavidgan/apple-dev-skills/review-management/github.svg)](https://agentmods.dev/skills/markdavidgan/apple-dev-skills/review-management)
Your own site
<a href="https://agentmods.dev/skills/markdavidgan/apple-dev-skills/review-management"><img src="https://agentmods.dev/badge/skills/markdavidgan/apple-dev-skills/review-management/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 review-management

Your own site · 80×15
<a href="https://agentmods.dev/skills/markdavidgan/apple-dev-skills/review-management"><img src="https://agentmods.dev/badge/skills/markdavidgan/apple-dev-skills/review-management.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 104 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,581 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 $0.00104 $0.02581
Opus 5 $0.00052 $0.01290
Sonnet 5 $0.00021 $0.00516
Haiku 4.5 $0.00010 $0.00258

Measured 6d ago against content hash c932a36302ca, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

review-management 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 6d 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.

platforms/claude/skills/review-management/SKILL.md · 258 lines

How it starts

The opening of the file, as written. The whole thing — 258 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Review Management

Turn App Store reviews from noise into signal — and respond in a way that recovers ratings, surfaces real bugs, and builds reviewer trust.


MCP Tools at a Glance

Tool What it does
asc_list_reviews Fetch reviews by app, territory, rating, or date range
asc_get_review_detail Load full body + metadata for a single review
asc_respond_review Post a new developer response
asc_update_response Edit an existing response
asc_delete_response Remove a response (rarely needed; prefer editing)

All tools accept the app's appId (the numeric App Store ID, not the bundle ID).


Core Workflow: List → Cluster → Triage → Respond → Ship

Step 1 — Pull Recent Reviews

asc_list_reviews(appId, territory="US", rating=null, limit=200, sort="mostRecent")

Start broad. Pull the last 200 reviews from your primary territory, unsorted by rating so you see the real chronological stream. Repeat for secondary territories if your user base is multilingual.

Filters to use situationally:

  • rating=1 or rating=2 — when a new build caused a spike in low ratings
  • territory="JP" — when localizing or debugging region-specific issues
  • sort="mostCritical" — when you want to prioritize damage control

Step 2 — Cluster by Theme

Read each review body and assign one primary bucket. Quantify:

Bucket Signal it maps to
Crash / hang Engineering — pair with asc-build-check, performance-instruments
Bug / broken feature Engineering backlog
Missing feature Product roadmap
Pricing / paywall Monetization — pair with paywall-design
UX confusion Onboarding, IA, copy
Praise Nothing to fix; optionally use in ASO copy (asc-aso)

A review can touch two buckets; assign it to the dominant one.

Step 3 — Triage by Priority

Not all one-star reviews are equal. Score each cluster:

  1. Volume — how many reviews mention this theme?
  2. Recency — is this cluster growing week-over-week?
  3. Rating weight — crashes skew 1-star; UX confusion often lands at 2–3.
  4. Respondability — can you fix it now, acknowledge it honestly, or only apologize?

Read the full file on GitHub · 258 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 258 lines · 0 tokens per session scan A c932a36302ca

Subscribe to this mod's changes

review-management is a skill published in the GitHub repository markdavidgan/apple-dev-skills (5 stars, last pushed 10d ago), licensed MIT. It adds 104 tokens to every session and 2,581 once invoked, about $0.0005 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 2026-09-03.

Related

Other skills, from other repositories

asc-revenuecat-catalog-sync

Reconcile App Store Connect subscriptions and in-app purchases with RevenueCat products, entitlements, offerings, and packages using asc and RevenueCat MCP. Use when setting up or syncing subscription catalogs across ASC and RevenueCat.

rorkai/app-store-connect-cli-skills · 51 tokens

asc-localize-metadata

Automatically translate and sync App Store metadata (description, keywords, what's new, subtitle) to multiple languages using LLM translation and asc CLI. Use when asked to localize an app's App Store listing, translate app descriptions, or add new languages to App Store Connect.

rorkai/app-store-connect-cli-skills · 60 tokens

asc-shots-pipeline

Orchestrate iOS screenshot automation with xcodebuild/simctl for build-run, AXe for UI actions, JSON settings and plan files, Koubou-based framing (asc screenshots frame), and screenshot upload (asc screenshots upload). Use when users ask for automated screenshot capture, AXe-driven simulator flows, frame composition…

rorkai/app-store-connect-cli-skills · 79 tokens

asc-metadata-sync

Sync, validate, and apply App Store metadata with the current asc canonical metadata workflow. Use when updating metadata, localizations, keywords, or migrating legacy fastlane metadata.

rorkai/app-store-connect-cli-skills · 39 tokens

asc-release-flow

Orchestrate App Store releases with asc, including staging a version, uploading or building an artifact, publishing, and submitting for review. Use when the user wants to prepare or execute a release. Keep Game Center item preparation in this skill; route other readiness failures, stuck submissions, cancellation, and…

rorkai/app-store-connect-cli-skills · 71 tokens

asc-submission-health

Diagnose App Store submission blockers and operate review health with asc, including readiness validation, repair routing, status monitoring, cancellation, and retry decisions. Use when validation fails, a version is not in a valid state, review status is unclear or stuck, or a failed submission must be repaired and…

rorkai/app-store-connect-cli-skills · 82 tokens