Android Automation Batch Publishing Tutorial: How to Set Up and Run a Multi-Account Matrix
A full walkthrough of Android automation for batch publishing: getting the PC, phones, accounts, and assets ready, installing central control, connecting devices (USB, ADB WIFI, or LAN WIFI - which channel to pick), grouping and batch-renaming devices, writing a publishing script with external parameters, dispatching tasks in batch, reading execution logs, the troubleshooting order, and what to watch as you scale.
AndroidScript DevelopmentAndroid Automation Script Hot Update: Update Your Code Without Repackaging the APK
The complete Android script hot-update workflow: update.json configuration, server response format, auto-update on UI launch and in-script manual update — push new code to user phones without repackaging the APK.
AndroidScript DevelopmentAndroid Automation Android Automation Script Obfuscation Anti-Crack: javascript-obfuscator Configuration Explained
Android script obfuscation anti-crack tutorial: installing javascript-obfuscator, a field-by-field breakdown of obfuscator.json (control flow flattening, string arrays, RC4 encoding), when to obfuscate, and common pitfalls.
AndroidAI VisionAndroid Automation Script YOLO Object Detection End-to-End: From Labeling & Training to On-Device ncnn Inference
Hands-on YOLOv8 object detection on Android: Anaconda environment setup, labelimg data labeling, yolov8s model training, exporting onnx/ncnn, and calling yolov8Api in EC scripts for real-time detection — a complete step-by-step tutorial.
AndroidAIWrite Android Automation Scripts with AI Agents: Cursor/Trae + CLI Tutorial (Natural-Language Coding)
A hands-on tutorial for writing Android automation scripts with AI: why automation scripts fit AI programming best (structured docs, a CLI that closes the loop), how to feed your project and documentation to LLMs (SKILL.md, one-click AI DOCS install, doc links), the ec-android-cli closed loop (build / run / screenshot / node capture / OCR), and editing scripts or debugging logs in natural language. Includes a CLI subcommand quick reference and practical workflow, compatible with Cursor, Trae, Claude, ChatGPT and any LLM editor — turn "writing scripts" into "saying what you want".
AndroidAutomation ScriptsAndroid Automation Scripts Guide: The Complete Tech Stack from No-Root to AI Programming
A complete guide to Android automation scripts: no-root principles, control/node selector positioning, image & color and OCR recognition, four execution modes (Accessibility / proxy / Bluetooth HID / OTG HID), offline execution & hot updates, local offline packaging, AI-assisted programming, and scaling with central control & cloud control. Includes execution-mode selection tables, FAQs, and an Android scripting quick-start — for beginners and advanced developers alike.
AndroidHIDAndroid Automation Script HID Hardware Guide: Bluetooth HID vs OTG HID — Costs, Differences & Setup
A complete guide to HID hardware for Android automation: what HID (human interface devices) is, a full Bluetooth HID vs OTG HID comparison (wireless vs wired, stability, interference), ESP32 dev boards vs HID mini-hosts in cost and selection (dev boards for tens of CNY, mini-hosts around 100 CNY, free firmware), connection setup, capability boundaries (image/color/OCR plus click-swipe only), and suitable scenarios. Includes a hardware comparison table and compliance notes for building an automation rig without accessibility service or USB debugging.
AndroidImage RecognitionAndroid Automation Script Image Recognition Guide: OpenCV Template Matching & Multi-Point Color Finding
How image recognition works in Android automation scripts: OpenCV template matching for image finding, single-point and multi-point color finding, color block detection, and why image recognition is more stable than coordinate-based clicking (resolution-independent). Includes an API quick reference, parameter tuning tips, and randomized in-area click techniques — ideal for scripts that must handle game screens, custom-drawn controls, and image-only buttons.
AndroidNo-RootAndroid No-Root Automation Script Complete Guide: Accessibility Service and ADB as Two Technical Paths
An in-depth look at Android no-root automation: how the two technical paths of Accessibility Service and ADB work, their capability boundaries and stability comparison, plus no-root solution selection advice and answers to common questions.
AndroidOCRAndroid Automation Script OCR Tutorial: On-Device Offline Text Recognition with Free PPOCR Models
A complete tutorial on OCR for Android automation scripts: why scripts need to "read" on-screen text (game pop-ups, custom-drawn text, image captions), cloud OCR vs on-device OCR trade-offs, how to choose among the fully free offline PPOCR-V4/V5/V6 models, how to call OCR in scripts (init, recognize, release), and parameter tuning (padding / maxSideLen / numThread). On-device recognition works without the network, balancing privacy and speed — with working code examples.
AndroidScript MonetizationHow to Monetize Android Automation Scripts: Packaging, Hot Updates, Anti-Cracking & Card-Key Licensing
A complete monetization guide for Android automation script authors: local offline packaging (safer — source never uploaded to the cloud), offline standalone distribution, code hot updates for iteration (no APK reinstall), JS obfuscation plus secondary compilation against cracking, and network verification platform for card-key licensing. Includes the full monetization path (package → distribute → iterate → license) and compliance notes for developers and automation service providers who want to turn scripts into products.
AndroidAutomation PrinciplesAndroid Automation Script Stability Guide: Why Scripts Crash Mid-Run & How to Fix Them
Why do Android automation scripts keep crashing? This guide breaks down four typical failure modes: empty clicks (acting before elements load), element-locating failures (UI upgrades/layout changes), the accessibility service being reclaimed by the system, and resolution/model differences — then gives the engineering fixes: wait-for-node, retry mechanisms, service self-healing, and node-first positioning. Includes a 12-point stability checklist and code examples for running unattended scripts reliably.