Unify with GitHub: full capability matrix, competitive landscape, Moching Difference, brand consistency

README.md

@@ -1,225 +1,255 @@
----
-license: other
-license_name: proprietary
-license_link: https://mochingcode.com
-tags:
-- ai-agent
-- desktop-automation
-- browser-automation
-- office-automation
-- screen-control
-- windows
-- macos
-- rust
-- python
-- productivity
-- automation
-- llm
-- playwright
----
-
-# 🏔️ Moching — AI Agent for Your Entire PC
-
-<div align="center">
-
-<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/hero-capability-matrix.jpg" width="750" alt="Moching — 219 Native Tools"/>
-
-<br/>
-
-### *Not a Coding Assistant. Not a Chatbot. A Digital Operator.*
-
-**219 native tools × 12 domains. Full desktop control. One sentence in — finished work out.**
-
-<br/>
-
-<a href="https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3-1_x64-setup.exe">
-  <img src="https://img.shields.io/badge/⬇_Download_Windows_EXE-000000?style=for-the-badge&logo=windows" alt="Download Windows"/>
-</a>
-&nbsp;&nbsp;
-<a href="https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3_aarch64.dmg">
-  <img src="https://img.shields.io/badge/⬇_Download_macOS_DMG-000000?style=for-the-badge&logo=apple" alt="Download macOS"/>
-</a>
-
-<br/><br/>
-
-![Version](https://img.shields.io/badge/version-v27.0.3-2d6a4f?style=flat-square)
-![Tools](https://img.shields.io/badge/native_tools-219-2d6a4f?style=flat-square)
-![Platform](https://img.shields.io/badge/platform-Windows_10%2B_·_macOS_12%2B-blue?style=flat-square)
-![License](https://img.shields.io/badge/license-Proprietary-red?style=flat-square)
-[![Website](https://img.shields.io/badge/🌐_mochingcode.com-2d6a4f?style=flat-square)](https://mochingcode.com)
-[![Referral](https://img.shields.io/badge/🎁_Refer_%241-ea580c?style=flat-square)](https://ref.mochingcode.com)
-
-</div>
-
----
-
-## 🧠 What is Moching?
-
-Most AI tools live inside a browser tab. **Moching lives on your desktop.**
-
-It sees your screen. It moves your mouse. It types on your keyboard. It opens apps, fills forms, writes documents, automates browsers, generates media — all from a single natural language command.
-
-> *"What can I do for you?"* — Moching, probably before you finish typing.
-
-<div align="center">
-
-<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/screenshot-skills.png" width="600" alt="Moching Skills Panel — Real UI"/>
-
-*↑ Real product UI — Skills Panel with 30+ official skills*
-
-</div>
-
-**System Requirements:** Windows 10+ (x64) · macOS 12+ (Apple Silicon) · 4GB RAM · Any OpenAI-compatible API key
-
----
-
-## 📊 Capability Matrix — 219 Native Tools × 12 Domains
-
-| Domain | Tools | Examples |
-|--------|:-----:|----------|
-| 🖥️ Desktop Control | 24 | Window management, file ops, app launch, multi-monitor |
-| 🌐 Browser Automation | 31 | Playwright engine, scraping, form filling, headless |
-| 📝 Office Suite | 28 | Word, Excel, PPT, PDF — create, edit, convert |
-| 🎨 AI Media | 22 | Image gen, video synthesis, audio, TTS, voice clone |
-| 💻 Code & Dev | 26 | Execute, debug, git, deploy, refactor |
-| 📊 Data & Analysis | 19 | CSV, charts, statistics, visualization |
-| 📧 Communication | 15 | Email, messaging, notifications, calendar |
-| 🔍 Screen Perception | 12 | OCR, screenshot analysis, UI element detection |
-| 🗂️ File Management | 18 | Batch rename, convert, organize, deduplicate |
-| 🌍 Web & API | 16 | REST calls, webhooks, scraping, authentication |
-| ⚙️ System | 14 | Process control, registry, scheduled tasks |
-| 🧠 AI & LLM | 14 | Multi-model routing, RAG, embeddings, fine-tune |
-
----
-
-## ⚔️ Competitive Landscape
-
-| Capability | Moching | GitHub Copilot | Cursor | Qoder |
-|:----------|:-------:|:--------------:|:------:|:-----:|
-| Desktop-wide control | ✅ | ❌ | ❌ | ❌ |
-| Screen perception (OCR) | ✅ | ❌ | ❌ | ❌ |
-| HID control (mouse/keyboard) | ✅ | ❌ | ❌ | ❌ |
-| Browser automation | ✅ | ❌ | ❌ | ✅ |
-| Office document creation | ✅ | ❌ | ❌ | ❌ |
-| AI media generation | ✅ | ❌ | ❌ | ❌ |
-| Code completion | ✅ | ✅ | ✅ | ✅ |
-| Multi-app orchestration | ✅ | ❌ | ❌ | ❌ |
-| BYOK (any LLM) | ✅ | ❌ | ❌ | ✅ |
-| No subscription | ✅ | ❌ | ❌ | ❌ |
-| Windows + macOS | ✅ | ✅ | ✅ | ✅ |
-| Offline screen analysis | ✅ | ❌ | ❌ | ❌ |
-| File system operations | ✅ | ❌ | ❌ | ✅ |
-| Scheduled automation | ✅ | ❌ | ❌ | ❌ |
-
----
-
-## 📐 Architecture
-
-```
-┌──────────────────────────────────────────────┐
-│            Moching Desktop App               │
-│       Rust Core + Python Agent Layer         │
-├──────────────────────────────────────────────┤
-│        Native IPC Bridge (0ms latency)       │
-├─────────────┬─────────────┬──────────────────┤
-│   Screen    │     HID     │    Browser       │
-│ Perception  │   Control   │  (Playwright)    │
-├─────────────┴─────────────┴──────────────────┤
-│         219 Tools × 12 Domains               │
-├──────────────────────────────────────────────┤
-│    BYOK: OpenAI / Claude / Gemini / Any      │
-└──────────────────────────────────────────────┘
-```
-
----
-
-## 🚀 Quick Start
-
-| Step | Action |
-|:----:|--------|
-| 1 | **Download** the installer for your platform |
-| 2 | **Install** and launch Moching |
-| 3 | **Bring your own key** — OpenAI, Claude, Gemini, or any OpenAI-compatible endpoint |
-| 4 | **Type what you need done.** Watch it work. |
-
-<br/>
-
-<div align="center">
-
-**No subscription. Pay as you go. From $1.**
-
-</div>
-
----
-
-## 📥 Download — v27.0.3
-
-| Platform | File | Size | SHA256 |
-|----------|------|:----:|--------|
-| Windows x64 | [Moching_27.0.3-1_x64-setup.exe](https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3-1_x64-setup.exe) | 369 MB | `a2c6110c...8f0e24` |
-| macOS (Apple Silicon) | [Moching_27.0.3_aarch64.dmg](https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3_aarch64.dmg) | 594 MB | `b9dd97d2...fc0214` |
-
-<details>
-<summary>🔐 Full SHA256 checksums (click to expand)</summary>
-
-```
-Windows: a2c6110c9adcd6c280c538fc689376b69fdf0ee37f245a0bb13752c0d38f0e24
-macOS:   b9dd97d2c7f9954e04bb9f41ed7d0793d6135c5940d756807366bd55f3fc0214
-```
-
-</details>
-
----
-
-## 🎁 Referral Program — Refer & Earn
-
-<div align="center">
-
-<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/referral-landing.png" width="380" alt="Moching Referral Program"/>
-
-### Refer a friend — you both earn $1.
-
-🔗 **[ref.mochingcode.com](https://ref.mochingcode.com)**
-
-</div>
-
-1. Enter your username at [ref.mochingcode.com](https://ref.mochingcode.com)
-2. Get your unique referral link
-3. Share it → Friend signs up & activates → **You both get $1**
-
-👉 **[Join the Referral Program →](https://ref.mochingcode.com)**
-
-*The only AI agent that pays YOU to share it.*
-
----
-
-## 💬 Support
-
-| Channel | Link |
-|---------|------|
-| Email | [noreply@mochingcode.com](mailto:noreply@mochingcode.com) |
-| Bug Reports | [GitHub Issues](https://github.com/moching-ai-dev/moching/issues) |
-| Website | [mochingcode.com](https://mochingcode.com) |
-
----
-
-## 📋 Changelog
-
-| Date | Version | Notes |
-|------|---------|-------|
-| 2026-07-25 | v27.0.3 | Initial public release. 219 tools. Windows + macOS. |
-
----
-
-<div align="center">
-
-<br/>
-
-**🏔️ Moching** — *Your computer just got a brain.*
-
-© 2026 Moching. Proprietary. All Rights Reserved.
-
-[Website](https://mochingcode.com) · [GitHub](https://github.com/moching-ai-dev/moching) · [Referral](https://ref.mochingcode.com)
-
-</div>
-
+---
+license: other
+license_name: proprietary
+license_link: https://mochingcode.com
+tags:
+- ai-agent
+- desktop-automation
+- browser-automation
+- office-automation
+- screen-control
+- windows
+- macos
+- rust
+- python
+- productivity
+- automation
+- llm
+- playwright
+---
+
+# 🏔️ Moching — AI Agent for Your Entire PC
+
+<div align="center">
+
+<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/hero-capability-matrix.jpg" width="750" alt="Moching — 219 Native Tools"/>
+
+<br/>
+
+### *Not a Coding Assistant. Not a Chatbot. A Digital Operator.*
+
+**219 native tools × 12 domains. Full desktop control. One sentence in — finished work out.**
+
+<br/>
+
+<a href="https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3-1_x64-setup.exe">
+  <img src="https://img.shields.io/badge/⬇_Download_Windows_EXE-000000?style=for-the-badge&logo=windows" alt="Download Windows"/>
+</a>
+&nbsp;&nbsp;
+<a href="https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3_aarch64.dmg">
+  <img src="https://img.shields.io/badge/⬇_Download_macOS_DMG-000000?style=for-the-badge&logo=apple" alt="Download macOS"/>
+</a>
+
+<br/><br/>
+
+![Version](https://img.shields.io/badge/version-v27.0.3-2d6a4f?style=flat-square)
+![Tools](https://img.shields.io/badge/native_tools-219-2d6a4f?style=flat-square)
+![Platform](https://img.shields.io/badge/platform-Windows_10%2B_·_macOS_12%2B-2d6a4f?style=flat-square)
+![License](https://img.shields.io/badge/license-Proprietary-red?style=flat-square)
+[![Website](https://img.shields.io/badge/🌐_mochingcode.com-2d6a4f?style=flat-square)](https://mochingcode.com)
+[![Referral](https://img.shields.io/badge/🎁_Refer_%241-ea580c?style=flat-square)](https://ref.mochingcode.com)
+
+</div>
+
+---
+
+## 🧠 What is Moching?
+
+Most AI tools live inside a browser tab. **Moching lives on your desktop.**
+
+It sees your screen. It moves your mouse. It types on your keyboard. It opens apps, fills forms, writes documents, automates browsers, generates media — all from a single natural language command.
+
+> *"What can I do for you?"* — Moching, probably before you finish typing.
+
+<div align="center">
+
+<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/screenshot-skills.png" width="600" alt="Moching Skills Panel — Real UI"/>
+
+*↑ Real product UI — Skills Panel with 30+ official skills*
+
+</div>
+
+**System Requirements:** Windows 10+ (x64) · macOS 12+ (Apple Silicon) · 4GB RAM · Any OpenAI-compatible API key
+
+---
+
+## 🧠 Capability Matrix — 219 Native Tools × 12 Domains
+
+| Domain | Tools | What It Does |
+|---|---|---|
+| 🖥️ **PC System Control** | 57 | Process / Service / Registry / Window / Network / WiFi / Disk / Task Scheduler / Software Mgmt / Archive / Notifications |
+| 🌐 **Browser Automation** | 57 | Full Playwright Suite: Page Ops, Cookie/Storage, Network Intercept, JS Execution, PDF Export, Device Emulation, Geolocation |
+| 📄 **Office Suite** | 23 | Word / Excel / PPT / PDF — Full CRUD, Charts, Form Fill, Template Replace, PDF Merge/Split/Watermark |
+| 🎬 **Media Processing** | 10 | Transcode / Trim / Merge / Extract / Thumbnail / Volume / Subtitle Extraction |
+| 🎨 **AI Generation** | 6 | Text-to-Image (FLUX/SD/DALL-E/MJ), Background Removal, Resize, Watermark, TTS Synthesis, Quality Check |
+| 📹 **Video Generation** | 4 | Seedance 2.0 Text-to-Video, Image-to-Video, Video Enhance, Subtitle Extraction |
+| 👁️ **Screen Perception** | 12 | Real-time Capture, UI Tree, Focused Element, Element Finder, Continuous Monitor, AI Visual Analysis |
+| 🖱️ **HID Control** | 15 | Mouse Move/Click/Right/Double/Drag/Scroll, Keyboard Type/Combo/Press, App Launch, Clipboard Input |
+| 🧠 **Memory & Knowledge** | 10 | L1 Short-term (Full-text / Vector / Hybrid RRF), L3 Persistent KB, PDF/Word/Excel Ingestion + Auto-vectorization |
+| 🔧 **LSP Code Intelligence** | 5 | Workspace Symbol Search, Diagnostics, Find References, Go-to-Definition, Hover Type Info |
+| ⚙️ **Core Utilities** | 18 | File Read/Write/Search/Replace/Diff, Command Execution, Clipboard, AST/tsc/cargo Validation |
+| 🧩 **Skill System** | 2 | Skill Store (30+ Official Skills), Skill Execution Engine |
+
+---
+
+## ⚔️ Competitive Landscape
+
+| Capability | 🏔️ **Moching** | GitHub Copilot | Cursor | Qoder |
+|---|---|---|---|---|
+| **Positioning** | Desktop AI Agent | IDE Code Completion | AI Code Editor | CLI Coding Tool |
+| **Desktop HID Control** | ✅ Full + Screen Perception | ❌ | ❌ | ❌ |
+| **System-Level Control** | ✅ Process/Service/Registry/Net | ❌ | ❌ | ❌ |
+| **Browser Automation** | ✅ Playwright (57 tools) | ❌ | Basic | Limited |
+| **Office Document Suite** | ✅ Word/Excel/PPT/PDF | ❌ | ❌ | ❌ |
+| **Media & Video Generation** | ✅ Full Pipeline + AI Video | ❌ | ❌ | ❌ |
+| **AI Image / TTS** | ✅ Multi-provider | ❌ | ❌ | ❌ |
+| **Code LSP Intelligence** | ✅ Symbol/Diag/Ref/Def | ✅ Built-in | ✅ Strong | ✅ |
+| **Code Editing** | ✅ Precision Replace + Diff | ✅ Completion | ✅✅ Best | ✅ |
+| **Terminal Execution** | ✅ No Whitelist | ✅ Limited | ✅ | ✅ Strong |
+| **Memory / Knowledge Base** | ✅ L1 + L3 + RAG Ingestion | ❌ | ✅ Code Index | Limited |
+| **Screen Visual Understanding** | ✅ Real-time + AI + UI Tree | ❌ | ❌ | ❌ |
+| **Extensible Skills** | ✅ Skill Store 30+ | Plugins | Plugins (MCP) | Plugins |
+| **Autonomous Execution Loop** | ✅ See → Act → Verify | ❌ Advisory | ⚠️ Semi-auto | ⚠️ Semi-auto |
+
+---
+
+## 🎯 The Moching Difference
+
+> **Copilot writes code for you. Cursor edits code for you.**
+>
+> **Moching operates your entire computer for you.**
+
+The core moat isn't excelling at any single task — it's closing the complete human-computer loop:
+
+```
+👀 See Screen  →  🧠 Understand  →  🖱️ Take Action  →  ✅ Verify Result
+```
+
+This is the **Perceive → Decide → Execute → Verify** cycle that no other product does — because their product positioning doesn't even try.
+
+---
+
+## 📐 Architecture at a Glance
+
+```
+┌──────────────────────────────────────────────┐
+│              Rust Core (moching.exe)           │
+│  ┌─────────────┐  ┌──────────┐  ┌─────────┐  │
+│  │ IPC Engine  │  │ HID Input│  │ Screen  │  │
+│  │             │  │ Engine   │  │ Capture │  │
+│  └──────┬──────┘  └──────────┘  └─────────┘  │
+│         │  Native IPC Bridge                   │
+│  ┌──────▼──────────────────────────────────┐  │
+│  │     Python Runtime (Embedded CPython)    │  │
+│  │  ┌─────────┐ ┌─────────┐ ┌───────────┐ │  │
+│  │  │ Agent   │ │ Tools   │ │ Knowledge │ │  │
+│  │  │ Engine  │ │ (219)   │ │ Store     │ │  │
+│  │  └─────────┘ └─────────┘ └───────────┘ │  │
+│  └─────────────────────────────────────────┘  │
+└──────────────────────────────────────────────┘
+```
+
+**Rust for speed. Python for flexibility. 219 tools for capability.**
+
+---
+
+## 🚀 Quick Start
+
+| Step | Action |
+|:----:|--------|
+| 1 | **Download** the installer for your platform |
+| 2 | **Install** and launch Moching |
+| 3 | **Bring your own key** — OpenAI, Claude, Gemini, or any OpenAI-compatible endpoint |
+| 4 | **Type what you need done.** Watch it work. |
+
+<br/>
+
+<div align="center">
+
+**No subscription. Pay as you go. From $1.**
+
+</div>
+
+---
+
+## 📥 Download — v27.0.3
+
+| Platform | File | Size |
+|----------|------|:----:|
+| Windows x64 | [Moching_27.0.3-1_x64-setup.exe](https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3-1_x64-setup.exe) | 369 MB |
+| macOS (Apple Silicon) | [Moching_27.0.3_aarch64.dmg](https://huggingface.co/lming777/moching/resolve/main/Moching_27.0.3_aarch64.dmg) | 594 MB |
+| All Platforms | [GitHub Releases](https://github.com/moching-ai-dev/moching/releases/latest) | — |
+
+<details>
+<summary>🔐 Full SHA256 checksums</summary>
+
+```
+Windows: a2c6110c9adcd6c280c538fc689376b69fdf0ee37f245a0bb13752c0d38f0e24
+macOS:   b9dd97d2c7f9954e04bb9f41ed7d0793d6135c5940d756807366bd55f3fc0214
+```
+
+</details>
+
+---
+
+## 🎁 Referral Program — Refer & Earn
+
+<div align="center">
+
+<img src="https://raw.githubusercontent.com/moching-ai-dev/moching/main/assets/referral-landing.png" width="380" alt="Moching Referral Program"/>
+
+### Refer a friend — you both earn $1.
+
+🔗 **[ref.mochingcode.com](https://ref.mochingcode.com)**
+
+</div>
+
+1. Enter your username at [ref.mochingcode.com](https://ref.mochingcode.com)
+2. Get your unique referral link
+3. Share it → Friend signs up & activates → **You both get $1**
+
+👉 **[Join the Referral Program →](https://ref.mochingcode.com)**
+
+*The only AI agent that pays YOU to share it.*
+
+---
+
+## 💬 Support
+
+| Channel | Link |
+|---------|------|
+| Email | [noreply@mochingcode.com](mailto:noreply@mochingcode.com) |
+| Bug Reports | [GitHub Issues](https://github.com/moching-ai-dev/moching/issues) |
+| Website | [mochingcode.com](https://mochingcode.com) |
+
+---
+
+## 💎 Why We Built This
+
+We were tired of AI tools that *talk* about doing things but can't actually *do* them.
+
+Every other AI asks: *"What can I help you write?"*
+
+Moching asks: ***"What can I do for you?"***
+
+---
+
+## 📋 Changelog
+
+| Date | Version | Highlights |
+|------|---------|------------|
+| 2026-07-25 | v27.0.3 | Initial public release. 219 tools. Windows + macOS. |
+
+---
+
+<div align="center">
+
+**100% Independently Developed · Not a Wrapper · Not a Mod**
+
+**🏔️ Moching** — *Your computer just got a brain.*
+
+© 2026 Moching. Proprietary. All Rights Reserved.
+
+[Website](https://mochingcode.com) · [GitHub](https://github.com/moching-ai-dev/moching) · [Referral](https://ref.mochingcode.com)
+
+</div>