agentmods.dev

ai-app-bridge-use

ai-app-bridge-use is a skill for Codex from mobileAiDev/ai-app-bridge. It costs 143 tokens per session (5,070 once invoked), scanned A, original, Apache-2.0.

A tool connection for observing, operating, checking, and debugging Android, iOS, Flutter, WebView, and desktop web applications. MCP is a standard way for an AI agent to call external tools.

In plain words
What is it for?
Use it to view app trees and screenshots, read logs and network activity, launch or install apps, enter text, tap controls, and test native or embedded web interfaces.
Why use it?
It gives the agent a way to inspect application state and perform actions across several app types instead of relying only on source code or descriptions.

Skill for Codex

Written for Codex: agents/openai.yaml present.

not rated 226repo 2mo ago A scan SkillSpector: pass 143 tokens original Apache-2.0

Good fit Use it to view app trees and screenshots, read logs and network activity, launch or install apps, enter text, tap controls, and test native or embedded web interfaces.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mobileaidev/ai-app-bridge/ai-app-bridge-use
View source ↗ mobileAiDev/ai-app-bridge
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 mobileAiDev/ai-app-bridge --skill ai-app-bridge-use
Clone the repo
git clone --depth 1 https://github.com/mobileAiDev/ai-app-bridge

Made for: 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-app-bridge-use

README.md
[![agentmods](https://agentmods.dev/badge/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use/github.svg)](https://agentmods.dev/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use)
Your own site
<a href="https://agentmods.dev/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use"><img src="https://agentmods.dev/badge/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use/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-app-bridge-use

Your own site · 80×15
<a href="https://agentmods.dev/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use"><img src="https://agentmods.dev/badge/skills/mobileaidev/ai-app-bridge/ai-app-bridge-use.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 143 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,070 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00143 $0.05070
Opus 5 $0.00072 $0.02535
Sonnet 5 $0.00029 $0.01014
Haiku 4.5 $0.00014 $0.00507

Measured 13d ago against content hash 0a84cc4a6164, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-app-bridge-use 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 13d 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.

desktop/ai-app-bridge-cli/skills/ai-app-bridge-use/SKILL.md · 386 lines

How it starts

The opening of the file, as written. The whole thing — 386 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI App Bridge Use

能力总览

AI App Bridge 支持 Android native apps、Android WebView/H5/CDP、Flutter apps、iOS native apps via AiAppBridgeIOS + WebDriverAgent/XCUITest、WKWebView，以及桌面 Web Bridge sessions。

默认 MCP surface 只有 capabilities 和 run；先用 capabilities 查 domain、command 和 options，再用 run 执行。

目标标识：Android 用 packageName 或显式 port；iOS 用 bundleId，多设备加 deviceId，full-control 加 wdaUrl；Web 用 sessionId，多 target 加 targetId。

命令域：

  • core: status/tree/uia-tree/screenshot/logs/network/state/events
  • app: install-apk/clear-app-data/launch-*/freeze-app/thaw-app/permission-*/appops-set
  • action: tap/tap-text/tap-uia-text/input-text/swipe/keyevent/wait-text/keyboard-*
  • flutter: flutter-tree/flutter-nodes/flutter-action/tap-flutter-text/input-flutter-text/scroll-flutter
  • webview: h5-*/flutter-h5-*/webview-pages/webview-network/webview-console
  • ios: ios-devices/ios-doctor/ios-setup/ios-status/ios-tree/ios-uia-tree/ios-tap/ios-input/ios-swipe/ios-h5-*/ios-flutter-*
  • web: web-session-start/web-sessions/web-status/web-dom/web-logs/web-network/web-state/web-events/web-command/web-click/web-input/web-wait/web-scroll
  • diagnostics/advanced: logcat/smoke/batch/forward/remove-forward

Agent 快速流程

  1. 确认目标：Android 使用 packageName，iOS 使用 bundleId，真机多设备场景传 deviceId/UDID；Web 使用 sessionId，多 target 时加 targetId。没有目标 id 时先从上下文、构建配置或前台 app/session 线索推断。面向具体 app/session 的命令必须传目标 id，只有无法发现 bridge 端口时才传 port、runtimeUrl 或先启动 Web session。
  2. 发现能力：默认 MCP surface 只有 capabilities 和 run。不确定命令或参数时先调用 capabilities，再用 run 执行。
  3. 选择命令路径：按任务类型选 core、app、action、flutter、webview、ios、web、diagnostics 或 advanced 域；不要先退回原始 adb、浏览器脚本或坐标猜测。
  4. 用 batch 串联相关步骤：观察、操作、等待、截图、tree 验证尽量放进一次 MCP 调用。
  5. 验证可见结果：界面变化必须用 screenshot 加 tree/uia-tree 交叉确认。
  6. 生成截图等默认产物时，让 AI Bridge 自动选择会被当前项目 git 忽略的目录；只有确实需要固定路径时才传 outFile/artifactDir，且路径必须在 build、.build、.dart_tool、node_modules/.cache、target 或其他已忽略目录内。
  7. 只在需要稳定动态画面时使用 freeze-app/thaw-app；如果本轮冻结过 app，最终回复前必须解冻。

Read the full file on GitHub · 386 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. 13d ago First seen · 386 lines · 143 tokens per session scan A 0a84cc4a6164

Subscribe to this mod's changes

ai-app-bridge-use is a skill published in the GitHub repository mobileAiDev/ai-app-bridge (226 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 143 tokens to every session and 5,070 once invoked, about $0.0007 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 2026-08-30.

DebuggingMobile
Related

Other skills, from other repositories

ios-fix

Autonomous iOS bug fixer. (gstack).

garrytan/gstack · 15 tokens

google-mobile-ads-validate

Validates a project's Google Mobile Ads (GMA) SDK integration for iOS, Android, or Unity projects. Use when conducting a full pre-launch audit of an app that integrates GMA SDK or when validating any individual GMA SDK integration checks, such as when validating ad unit IDs and ad formats, SKAdNetwork IDs, mediation…

google/skills · 84 tokens

competition-ios-runtime

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for IPA runtime analysis, Frida hooks, Objective-C or Swift method tracing, Keychain inspection, SSL pinning bypass, URL scheme handling, and iOS request-signing recovery. Use when the user asks to hook an IPA, trace Objective-C or Swift…

zhaoxuya520/reverse-skill · 123 tokens

swiftui-performance-audit

SwiftUI performance: render, scroll, CPU/memory, updates, layout, Instruments.

steipete/agent-scripts · 24 tokens

android-tombstone-symbolication

Symbolicate the .NET runtime frames in an Android tombstone file. Extracts BuildIds and PC offsets from the native backtrace, downloads debug symbols from the Microsoft symbol server, and runs llvm-symbolizer to produce function names with source file and line numbers. USE FOR triaging a .NET MAUI or Mono Android app…

dotnet/skills · 176 tokens

node-connect

Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale…

the-open-agent/openagent · 81 tokens