ShipASO

io.github.airowev0.1.0更新於 Oct 9, 2026

Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.

已驗證Streamable HTTP可網頁執行Business & CommerceData & Analytics

概覽

AI 產生的概覽

稽核 App Store 與 Google Play 商店頁面、檢查關鍵字排名,並起草最佳化後的中繼資料文案,不會直接推送上線。

功能
ShipASO 為助理提供針對 iOS 與 Android 商店頁面的唯讀 ASO 工具。它能逐欄位為線上頁面評分、找出關鍵字缺口、依關鍵字查詢 App Store 自然排名、為截圖評分、追蹤競爭對手,並依精確字元上限起草中繼資料文案。公開層提供 preview_app 與 proof;免費金鑰可解鎖其餘十個工具,包括兩個 Google Play 稽核工具。不會向線上商店推送任何內容。
適用情境
當你希望助理稽核商店頁面、研究關鍵字,或為 App Store 或 Google Play 起草商店中繼資料時使用。適合想在不依賴付費資料 API 的情況下取得實測排名與頁面資料的開發者與行銷人員,並由你自己執行推送。
執行需求
透過 streamable HTTP 連線至位於 的遠端 MCP 端點,不需要本機執行環境或安裝套件。公開層不需要帳號或金鑰。需要金鑰的工具須從 app.shipaso.com 取得免費的 shipaso_ 金鑰,並以 Authorization 標頭傳送,格式為 Bearer 。需要網路連線。
安裝前請注意
Authorization 標頭帶有金鑰,請妥善保管,僅在需要時用它重新加入伺服器。工具被描述為唯讀或僅起草,README 也說明不會向線上商店推送,因此真正的商店推送是你自己使用開發者憑證另外執行的步驟。託管層為付費訂閱,並有應用程式數量限制。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ShipASO,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "shipaso": {
      "type": "http",
      "url": "https://api.shipaso.com/mcp"
    }
  }
}

README

ShipASO

The reason → execute ASO loop for App Store and Google Play.

The product is ShipASO; the codebase, this repo, and the Cloudflare services are named store-ops.

Every other AI ASO tool does one half. Advisory tools (and most "AI ASO agents") reason about your listing then stop at the copy-paste boundary — and they depend on a paid data API. Deploy CLIs (Fastlane, raw APIs) execute but have no ASO brain. ShipASO does both, on both stores, with no paid data dependency.

The open lane: Google Play. There is no public tool that operationally optimizes a Google Play Console listing end-to-end. ShipASO does iOS and Android.

Install — any coding agent

The loop runs in your editor, on your machine, with your credentials. The 33 skills are plain Markdown runbooks over plain CLI tools, and the engine is standard-library Python — so nothing here is tied to one vendor.

Any agent (Codex, Cursor, Copilot, Gemini, Amp, Aider…):

bash
git clone https://github.com/airowe/store-ops && cd store-ops

Then point your agent at AGENTS.md — most read it automatically. That file is the front door: the skills index, the credential rules, and how to run the engine. Cursor, Copilot, and Gemini also get a pointer file that redirects there.

Claude Code additionally has a plugin installer:

/plugin marketplace add airowe/store-ops/plugin install store-ops@store-ops

Either way, audit any listing — read-only, no credentials, no keys:

bash
python3 lib/aso_rank_check.py --bundle com.burbn.instagram "photo,stories,reels"

You get a per-field ASO score of your live listing and the exact next skill to run for each gap. → Full walkthrough + what you'll see: https://shipaso.com/install

Zero install: point your agent at the hosted MCP

No clone, no key, no account:

claude mcp add shipaso --transport http https://api.shipaso.com/mcp

Your agent immediately gets preview_app — a real, measured teaser of any App Store app (audit grade, lead organic rank, how many keywords crack the top 10) — and proof, the aggregate rank-win record. The other ten tools (listing audit, keyword gaps, rank check, screenshot scoring, competitor watch, war room, localization gaps, draft copy, and the two Google Play audits) unlock with a free shipaso_ key from app.shipaso.com → Settings → Agent access; re-add the server with --header "Authorization: Bearer <key>". MCP is vendor-neutral, so Cursor and any other MCP client work the same way. Every tool is read or draft; nothing pushes to a live store. Details: skills/shipaso-mcp/SKILL.md.

What's in this repo

ShipASO comes in two forms — run it yourself, or let the hosted agent run it for you:

PathWhat
skills/ + lib/The free OSS agent plugin — 33 skills + the engine (Python, 200 tests). Runs in any coding agent; Claude Code also has a one-command installer.
cloud/The hosted autonomous agent — a Cloudflare app (Workers + D1 + Cron + Pages) that runs the loop on a schedule and surfaces decisions for approval. Engine ported to TypeScript (2,160 tests). See cloud/README.md + cloud/DEPLOY.md.
commercial/, docs/The offer, the launch posts, the landing page.

The plugin is the funnel (discover the agent by running it); the hosted app is the product (it keeps working while you build). Same engine, two surfaces.

Run it yourself, or let it run itself:

  • Free, in your editor — install the plugin and run the loop yourself in whichever agent you already use. Your credentials, your machine, no cost. Start here ↓ (Install).
  • Hosted + autonomous — connect an app by bundle id and an agent runs the loop on a weekly schedule: re-checking ranks, watching competitors, drafting the next optimization, surfacing each decision for you to approve. It's live: https://app.shipaso.com

What it does

audit  →  research keywords  →  optimize to char limits  →  push  →  verify rank(asc/gplay) (no paid API)        (ready copy + commands)   (you approve) (free, over time)

The full loop, not half of it. The data tools (Astro, AppTweak, Sensor Tower) stop at "here's what to do" and leave you in the App Store Connect form. ShipASO picks the keywords, writes the metadata, hands you the push, and then verifies the rank actually moved — the only piece that closes the loop and the one nobody else ships.

/store-ops myapp                     # full chain, both stores/store-ops myapp --store playstore   # Google Play only/store-ops myapp --audit-only        # just score the live listing

Try it in 30 seconds (no credentials, no setup)

The verify/watch half runs on the free public iTunes API — try it on any live app right now:

bash
# organic App Store rank for some keywords (any app's bundle id)python3 lib/aso_rank_check.py \    --bundle com.burbn.instagram "photo,stories,reels"
# score an app's screenshots against ASO best practicepython3 lib/aso_screenshot_score.py \    --app instagram --bundle com.burbn.instagram
# resolve a non-US market's keyword-volume + rank constantspython3 lib/aso_locale.py --locale de-DE

Run the test suites (standard-library only — no network, no keys):

bash
python3 lib/run_tests.py

Skills

Reasoning (the IP):

SkillDoes
aso-auditScore a live iOS/Android listing field-by-field vs ASO best practice. Read-only.
issue-verifyCheck open issues against the source before working them — catches stale "this is missing" claims.
aso-teardownWrite a publishable long-form teardown of any app from public measured data. Never estimates revenue.
aso-keyword-researchRank keywords from store autocomplete + competitor scrape + synonyms. No paid data API.
aso-metadata-optimizationGenerate final copy at exact char limits + emit the push commands. Never auto-ships.
aso-rank-checkRead your organic App Store rank per keyword and log it over time — did the change land? Free public iTunes API, no key.
store-opsRouter for the full chain.

More reasoning — audit, risk, and research:

SkillDoes
aso-contextScaffold the per-app context.md every other ASO skill reads. Start here.
aso-review-mineMine your own reviews for the words real users use to describe the app.
aso-offstore-mineMine "best <category> apps" articles + YouTube for off-store discovery language.
aso-localize-researchKeyword + rank research per market (de-DE, ja-JP, es-MX…) instead of US-only.
aso-competitor-watchTrack competitors' listing changes over time — name, subtitle, price, rating.
aso-screenshot-scoreScore a live screenshot set — count, device/aspect coverage, first-two story.
aso-review-riskFlag copy that gets apps rejected — unverifiable claims, "#1", competitor names.
aso-rejection-assistantTurn a rejection into a plan against the guideline the reviewer actually cited.
aso-ppo-treatmentDesign a free screenshot A/B test (Product Page Optimization).
aso-rank-monitorRun a keyword set on a cadence so you get deltas, not one snapshot.

Execution — App Store Connect (via the asc CLI):

SkillDoes
asc-metadata-write-laneCreate the editable version, attach the build, push the copy — stops before submit.
asc-screenshot-write-lanePut an approved run's screenshot strip on the editable version through ShipASO — ids resolved, per-shot ledger, stops before submit.
asc-metadata-syncSync + validate metadata; migrate the legacy metadata format.
asc-localize-metadataTranslate and sync metadata across locales.
asc-submission-healthPreflight a submission, submit a build, monitor review status.
asc-id-resolverResolve app / build / version / group IDs from human-friendly names.
asc-ppp-pricingPer-territory pricing by purchasing power.
asc-shots-pipelineiOS screenshot capture via xcodebuild / simctl / AXe.
aso-goldie-configEmit a goldie.config.ts from a run — audit-ordered scenes with headlines from the proposed copy, rendered on your own Mac.

Execution — Google Play (via the gplay CLI):

SkillDoes
gplay-metadata-syncListing sync, including Fastlane format.
gplay-review-managementReview monitoring, filtering, and responses.
gplay-rollout-managementStaged rollout orchestration and monitoring.
gplay-vitals-monitoringCrashes, ANRs, performance, errors.
gplay-screenshot-automationAndroid capture across devices/locales via adb + Espresso.
gplay-ppp-pricingRegion-specific pricing.

Hosted:

SkillDoes
shipaso-mcpPoint your agent at the hosted ShipASO MCP server and drive the loop over it.

Every asc-* / gplay-* skill that writes asks which API key to use before it does — asc resolves credentials from a default profile, and with more than one registered a push through the wrong one succeeds against the wrong account.

Principles

  • No paid data dependency — reasons over free + owned data (store autocomplete, public listings, your own asc/gplay exports). Every credentialed source is an optional accelerator with a free fallback, never a gate:
    • volume — bring your own Apple Search Ads / Google Keyword Planner keys for real search-popularity numbers; without them, an honest autocomplete-rank proxy.
    • scrape — bring a context.dev key for clean competitor-listing + brand-data scraping; without it, WebFetch / Crawl4AI. You bring your own keys (it's your data, ToS-clean); the plugin never resells data.
  • Both stores, official APIs.
  • Nothing ships without your approval — reasoning writes copy + prints commands; you run the push.
  • App-agnostic — --app <slug> + a context.md. No hardcoded apps, no secrets in the plugin.

Requirements

  • To execute: the asc and gplay CLIs installed + authed with your own developer credentials.
  • The reasoning skills work standalone (they emit commands you can run later).

Install

/plugin marketplace add airowe/store-ops/plugin install store-ops@store-ops

Open-core — what's free vs. hosted

The plugin is free and MIT-licensed, forever. Everything above — the full audit → research → optimize → push → verify loop, both stores, all 33 skills — runs locally with your own credentials at no cost. Use it, fork it, ship apps with it. That's the whole product for anyone who's comfortable in a terminal.

The line for the hosted tier is convenience, never capability. The free plugin is complete; the paid tier sells you out of the setup pain and the remembering. The hosted agent is live now at https://app.shipaso.com — connect an app and watch the loop run on a schedule.

Free (this plugin)Hosted agent
The 33 skills + full loop✅ all of it✅ same engine
Real volume dataBYO Apple/Google keysguided setup
Rank trackingrun aso-rank-check by handscheduled weekly + history + delta alerts
Standing autonomy (weekly cron)❌ you re-run it✅ Indie / Startup / Scale
Appsunlimited (it's local)1 (Free) · 3 (Indie) · 10 (Startup) · 50 (Scale)
Approval gateyou run the pushenforced in code — commands withheld until you approve

The tiers:

TierPriceWhat you get
Free$0Run the agent yourself in any coding agent. The whole loop, your machine. 1 connected app, manual runs only.
Indie$6.99/monthThe weekly autonomous sweep, up to 3 apps. It proposes, you approve, it ships.
Startup$19.99/monthThe weekly sweep across up to 10 apps, with rank history and competitor watch.
Scale$64.99/monthUp to 50 apps plus the portfolio roll-up. For agencies and multi-app devs.

We will never resell Apple/Google data through a shared account (that breaks their ToS) — the hosted tier is BYO-credentials too, and we never hold your store credentials; the push is a generated-commands handoff. What you pay for is the guided onboarding, the scheduler, and the history. The differentiator isn't the data — everyone has Apple's popularity numbers. It's that ShipASO ships the metadata and proves the rank moved.

→ Try the hosted agent: https://app.shipaso.com

License

MIT — see LICENSE.

來源:README.md,提交 7cd1b7e

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  1. v0.1.0最新Sep 16, 2026