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feat: docs update

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docs/en/releases/overview.mdx
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@@ -3,13 +3,12 @@ title: Changelog
description: CowAgent version history
---
# Changelog
| Version | Date | Description |
| --- | --- | --- |
| [2.0.1](/en/releases/v2.0.1) | 2026.02.27 | Built-in Web Search tool, smart context management, multiple fixes |
| [2.0.0](/en/releases/v2.0.0) | 2026.02.03 | Full upgrade to AI super assistant |
| 1.7.6 | 2025.05.23 | Web Channel optimization, AgentMesh plugin |
| 1.7.5 | 2025.04.11 | wechatferry protocol, DeepSeek model |
| 1.7.5 | 2025.04.11 | DeepSeek model |
| 1.7.4 | 2024.12.13 | Gemini 2.0 model, Web Channel |
| 1.7.3 | 2024.10.31 | Stability improvements, database features |
| 1.7.2 | 2024.09.26 | One-click install script, o1 model |
@@ -17,8 +16,6 @@ description: CowAgent version history
| 1.6.9 | 2024.07.19 | gpt-4o-mini, Alibaba voice recognition |
| 1.6.8 | 2024.07.05 | Claude 3.5, Gemini 1.5 Pro |
| 1.6.0 | 2024.04.26 | Kimi integration, gpt-4-turbo upgrade |
| 1.5.8 | 2024.03.26 | GLM-4, Claude-3, edge-tts |
| 1.5.2 | 2023.11.10 | Feishu channel, image recognition |
| 1.5.0 | 2023.11.10 | gpt-4-turbo, dall-e-3, tts multimodal |
| 1.0.0 | 2022.12.12 | Project created, first ChatGPT integration |

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docs/en/releases/v2.0.0.mdx
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@@ -3,105 +3,61 @@ title: v2.0.0
description: CowAgent 2.0 - Full upgrade from chatbot to AI super assistant
---
# CowAgent 2.0
CowAgent 2.0 is a comprehensive upgrade from a chatbot to an **AI super assistant**! It can now autonomously think and plan tasks, has long-term memory, operates computers and external resources, and creates and executes skills — truly understanding you and growing alongside you.
CowAgent 2.0 is a comprehensive upgrade from a chatbot to an **AI super assistant** — capable of autonomous thinking and task planning, long-term memory, operating computers, and creating and executing skills.
**Release Date**: 2026.02.03 | [GitHub Release](https://github.com/zhayujie/chatgpt-on-wechat/releases/tag/2.0.0)
## Key Updates
### Agent Core Capabilities
### Agent Core
- **Complex Task Planning**: Understands complex tasks and autonomously plans execution, continuously thinking and calling tools until goals are achieved, with multi-turn reasoning and context understanding
- **Long-term Memory**: Automatically persists conversation memory to local files and databases, including core memory and daily memory, with keyword and vector search support
- **Built-in System Tools**: 10+ built-in tools including file operations, Bash terminal, browser, file sending, scheduled tasks, memory management, etc.
- **Skills**: New Skill execution engine with built-in skills and support for custom skill development through natural language conversation
- **Security and Cost**: Controls Agent access security through secret key management, prompt controls, and system permissions; limits token costs through max memory turns, max context tokens, and tool execution steps
- **Complex Task Planning**: Autonomous planning with multi-turn reasoning
- **Long-term Memory**: Persistent memory with keyword and vector search
- **Built-in Tools**: 10+ tools including file ops, Bash, browser, scheduler
- **Web search**: Built-in `web_search` tool, supports multiple search engines, configure corresponding API key to use
- **Skills System**: Skill engine with built-in and custom skill support
- **Security & Cost**: Secret management, prompt controls, token limits
### Other Updates
### Other
- **Channel Improvements**: Feishu and DingTalk channels support WebSocket connections (no public IP needed), with image/file message support
- **Model Updates**: Added claude-sonnet-4-5, gemini-3-pro-preview, glm-4.7, MiniMax-M2.1, qwen3-max, and other latest models
- **Deployment**: Added one-click install, configure, run, and management script to simplify deployment
- **Channels**: Feishu/DingTalk WebSocket support, image/file messages
- **Models**: claude-sonnet-4-5, gemini-3-pro-preview, glm-4.7, MiniMax-M2.1, qwen3-max
- **Deployment**: One-click install, configure, run, and management script
## Long-term Memory System
The Agent proactively stores information when users share important details, and automatically extracts summaries when conversations reach a certain length. Supports hybrid retrieval with semantic search and vector search.
On **first startup**, the Agent proactively asks for key information and records it in the workspace (default `~/cow`) including agent settings, user identity, and memory files.
During **long-term conversations**, the Agent intelligently records and retrieves memories, continuously updating its settings, user preferences, and summarizing experiences — achieving true autonomous thinking and continuous growth.
## Long-term Memory
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260203000455.png" width="800" />
</Frame>
## Task Planning and Tool Calling
The Agent intelligently selects and calls tools based on task requirements to complete various complex operations.
### Terminal and File Access
The most fundamental tool capabilities. Users can interact with the Agent from mobile devices to operate resources on personal computers or servers:
## Task Planning & Tools
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202181130.png" width="800" />
</Frame>
### Application Programming
With programming and system access capabilities, the Agent can handle the complete **Vibecoding workflow** — from information search, asset generation, coding, testing, deployment, Nginx configuration, to publishing — all from a single mobile command.
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260203121008.png" width="800" />
</Frame>
### Scheduled Tasks
Supports **one-time tasks, fixed intervals, and Cron expressions**, with two trigger modes: **fixed message sending** or **Agent dynamic task execution**:
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202195402.png" width="800" />
</Frame>
### Environment Variable Management
Manages skill-required secrets via the `env_config` tool, with conversational updates and built-in security protection and data masking:
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202234939.png" width="800" />
</Frame>
## Skills System
Each Skill consists of a description file, execution script (optional), and resources (optional), providing infinite extensibility.
### Skill Creator
Quickly create skills through conversation, codifying workflows or integrating with any third-party API:
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202202247.png" width="800" />
</Frame>
### Search and Image Recognition
- **Search Skill**: Built-in `bocha-search`, configure `BOCHA_SEARCH_API_KEY` to enable
- **Image Recognition**: Supports `gpt-4.1-mini`, `gpt-4.1`, etc., configure `OPENAI_API_KEY` to enable
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202213219.png" width="800" />
</Frame>
### Third-party Knowledge Bases and Plugins
The `linkai-agent` skill integrates all agents from [LinkAI](https://link-ai.tech/) as Skills, enabling multi-agent decision-making:
<Frame>
<img src="https://cdn.link-ai.tech/doc/20260202234350.png" width="750" />
</Frame>
## Contributing
After version 2.0, the project will continue upgrading Agent capabilities, expanding channels, built-in tools, and the skills system, while reducing model costs and improving security. Welcome to [submit feedback](https://github.com/zhayujie/chatgpt-on-wechat/issues) and [contribute code](https://github.com/zhayujie/chatgpt-on-wechat/pulls).
Welcome to [submit feedback](https://github.com/zhayujie/chatgpt-on-wechat/issues) and [contribute code](https://github.com/zhayujie/chatgpt-on-wechat/pulls).

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---
title: v2.0.1
description: CowAgent 2.0.1 - Built-in Web Search, smart context management, multiple fixes
---
**Release Date**: 2026.02.27 | [Full Changelog](https://github.com/zhayujie/chatgpt-on-wechat/compare/2.0.0..2.0.1)
## New Features
- **Built-in Web Search tool**: Integrated web search as a built-in Agent tool, reducing decision cost ([4f0ea5d](https://github.com/zhayujie/chatgpt-on-wechat/commit/4f0ea5d7568d61db91ff69c91c429e785fd1b1c2))
- **Claude Opus 4.6 model support**: Added support for Claude Opus 4.6 model ([#2661](https://github.com/zhayujie/chatgpt-on-wechat/pull/2661))
- **WeCom image recognition**: Support image message recognition in WeCom channel ([#2667](https://github.com/zhayujie/chatgpt-on-wechat/pull/2667))
## Improvements
- **Smart context management**: Resolved chat context overflow with intelligent context trimming strategy to prevent token limits ([cea7fb7](https://github.com/zhayujie/chatgpt-on-wechat/commit/cea7fb7490c53454602bf05955a0e9f059bcf0fd), [8acf2db](https://github.com/zhayujie/chatgpt-on-wechat/commit/8acf2dbdfe713b84ad74b761b7f86674b1c1904d)) [#2663](https://github.com/zhayujie/chatgpt-on-wechat/issues/2663)
- **Runtime info dynamic update**: Automatic update of timestamps and other runtime info in system prompts via dynamic functions ([#2655](https://github.com/zhayujie/chatgpt-on-wechat/pull/2655), [#2657](https://github.com/zhayujie/chatgpt-on-wechat/pull/2657))
- **Skill prompt optimization**: Improved Skill system prompt generation, simplified tool descriptions for better Agent performance ([6c21833](https://github.com/zhayujie/chatgpt-on-wechat/commit/6c218331b1f1208ea8be6bf226936d3b556ade3e))
- **GLM custom API Base URL**: Support custom API Base URL for GLM models ([#2660](https://github.com/zhayujie/chatgpt-on-wechat/pull/2660))
- **Startup script optimization**: Improved `run.sh` script interaction and configuration flow ([#2656](https://github.com/zhayujie/chatgpt-on-wechat/pull/2656))
- **Decision step logging**: Added Agent decision step logging for debugging ([cb303e6](https://github.com/zhayujie/chatgpt-on-wechat/commit/cb303e6109c50c8dfef1f5e6c1ec47223bf3cd11))
## Bug Fixes
- **Scheduler memory loss**: Fixed memory loss caused by Scheduler dispatcher ([a77a874](https://github.com/zhayujie/chatgpt-on-wechat/commit/a77a8741b500a408c6f5c8868856fb4b018fe9db))
- **Empty tool calls & long results**: Fixed handling of empty tool calls and excessively long tool results ([0542700](https://github.com/zhayujie/chatgpt-on-wechat/commit/0542700f9091ebb08c1a56103b0f0f45f24aa621))
- **OpenAI Function Call**: Fixed function call compatibility with OpenAI models ([158c87a](https://github.com/zhayujie/chatgpt-on-wechat/commit/158c87ab8b05bae054cc1b4eacdbb64fc1062ba9))
- **Claude tool name field**: Removed extraneous tool name field from Claude model responses ([eec10cb](https://github.com/zhayujie/chatgpt-on-wechat/commit/eec10cb5db6a3d5bc12ef606606532237d2c5f6e))
- **MiniMax reasoning**: Optimized MiniMax model reasoning content handling, hidden thinking process output ([c72cda3](https://github.com/zhayujie/chatgpt-on-wechat/commit/c72cda33864bd1542012ee6e0a8bd8c6c88cb5ed), [72b1cac](https://github.com/zhayujie/chatgpt-on-wechat/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
- **GLM thinking process**: Hidden GLM model thinking process display ([72b1cac](https://github.com/zhayujie/chatgpt-on-wechat/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
- **Feishu connection & SSL**: Fixed Feishu channel SSL certificate errors and connection issues ([229b14b](https://github.com/zhayujie/chatgpt-on-wechat/commit/229b14b6fcabe7123d53cab1dea39f38dab26d6d), [8674421](https://github.com/zhayujie/chatgpt-on-wechat/commit/867442155e7f095b4f38b0856f8c1d8312b5fcf7))
- **model_type validation**: Fixed `AttributeError` caused by non-string `model_type` ([#2666](https://github.com/zhayujie/chatgpt-on-wechat/pull/2666))
## Platform Compatibility
- **Windows compatibility**: Fixed path handling, file encoding, and `os.getuid()` unavailability on Windows across multiple tool modules ([051ffd7](https://github.com/zhayujie/chatgpt-on-wechat/commit/051ffd78a372f71a967fd3259e37fe19131f83cf), [5264f7c](https://github.com/zhayujie/chatgpt-on-wechat/commit/5264f7ce18360ee4db5dcb4ebe67307977d40014))