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PokeClaw를 사용한 온디바이스 AI 에이전트로 Android 기기 제어

온디바이스 Android 제어 루프를 실행하여 화면을 검사하고 앱 작업을 로컬에서 수행하여 모바일 자동화 및 테스트 워크플로우를 지원합니다.

PokeClaw를 사용한 온디바이스 AI 에이전트로 Android 기기 제어란 무엇인가요?

이 스킬은 PokeClaw를 활용하여 온디바이스 AI 에이전트를 통해 Android 기기를 직접 제어할 수 있는 기능을 제공합니다. 사용자는 호스트 머신에서 Python CLI 또는 컨테이너를 통해 에이전트 루프를 실행하고, ADB 포트 포워딩으로 Portal APK와 통신합니다. Portal APK는 Android 접근성 API를 사용하여 화면 트리, 제스처, 스크린샷 등을 처리하며, 로컬에서 Gemma 4 모델을 실행하여 데이터 유출 없이 비공개로 작업을 수행할 수 있습니다. 또한 복잡한 추론이 필요한 경우 선택적으로 클라우드 모델을 지원합니다. minitap/mobile-use, Mobile-Agent, AppAgent 등의 외부 SDK와 달리, 이 스킬은 컴퓨터 연결 없이 기기 자체에서 작업을 실행할 수 있어 모바일 자동화 및 테스트 워크플로우에 이상적입니다. 다만 작업 상태가 다음 실행에 누수될 수 있으며, 모델 다운로드, 저장소, LiteRT 시작 실패 등이 발생할 수 있으므로 주의가 필요합니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/control-android-devices-with-an-on-device-ai-agent-using-pokeclaw
원본 보기→모든 스킬 둘러보기

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

문서

PokeClaw를 사용한 온디바이스 AI 에이전트로 Android 기기 제어은(는) 무엇을 하나요?

온디바이스 Android 제어 루프를 실행하여 화면을 검사하고 앱 작업을 로컬에서 수행하여 모바일 자동화 및 테스트 워크플로우를 지원합니다.

필수 조건

PokeClaw; Android 기기 또는 에뮬레이터; 프로젝트에 문서화된 런타임 종속성

설치

업스트림의 요구 사항 및 주의 사항:

  • DroidRun/Mobilerun 로컬/오픈소스 버전은 호스트 머신에서 Python CLI/컨테이너로 에이전트 루프를 실행하고 ADB/포트 포워딩을 통해 Portal APK와 통신합니다. Portal APK는 Android 접근성 API를 사용하여 트리/제스처/스크린샷 등을 처리합니다.
  • minitap/mobile-use, Mobile-Agent, AppAgent, AppAgentX는 일반적으로 Python과 ADB, UIAutomator, 스크린샷, Docker, 클라우드 폰 또는 호스트 측 모델/API 서비스가 필요한 외부 SDK/연구 도구입니다.
  • 작업 실행 중에는 컴퓨터가 연결되어 있지 않아도 됩니다.

기본 사용법 또는 시작 참고 사항:

문서

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

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Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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