chatgpt-on-wechat 2.1.1

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🧬 Self-Evolution

CowAgent introduces Self-Evolution, letting the agent go beyond completing a single task and keep improving through everyday collaboration with you:

• Automatic review after idle: Once a conversation goes idle, the agent reviews it in the background to fix problems a skill exposed in use, create reusable new skills, follow up on unfinished tasks, and record important information into memory and the knowledge base
• Silent by default, notify on demand: It reports what it changed only when it actually made a change, and stays silent otherwise
• Safe and reversible: Every review is backed up beforehand and can be undone at any time. Built-in skills are protected, and all reads and writes stay within the workspace

Enabled by default for new installs. Existing users can turn it on with a single click in the Web Console under Settings → Agent Config.

Documentation: Self-Evolution

💬 Web Console Upgrades

The Web Console chat experience gets several enhancements:

• Message management: Edit, delete, and regenerate both user and bot messages; code blocks now include language labels and a one-click copy button
• Parallel sessions: Run multiple sessions at the same time without interference, with live streaming automatically resumed when you switch back to a session
• Refinements: Drag and drop files anywhere in the chat view; automatically switch to a sibling session after deleting the active one

Thanks @core-power (#2865)

🧩 Cross-platform MCP Enhancements

• Windows compatibility fix: Fixed stdio communication failing on Windows, and made the server timeout configurable via mcp.json
• Concurrent calls: The sse and streamable-http transports now support concurrent calls across sessions for faster multi-tool responses

Thanks @xliu123321 (#2859)

Documentation: MCP Tools

🤖 New Models & Improvements

• MiniMax-M3: Added and set as the default model, with the M2.7 series kept as an option. Thanks @octo-patch (#2855)
• Qwen3.7-plus: Added support for multi-modal conversations
• Selectable ASR model: The Web Console can now select and persist the ASR (speech recognition) model. Thanks @nightwhite (#2857)
• Simplified install menu: The one-line install script streamlines the model menu and adds the Xiaomi MiMo option

Documentation: Models Overview

🛠 Improvements & Fixes

• Python 3.13 support: Fixed installation and dependency compatibility on Python 3.13
• Internationalization: The channel list is now ordered by the interface language; refined the automatic language fallback under auto mode
• More reliable cancellation: Fixed cases where a streaming reply could not be interrupted
• CLI: cow status now shows the current project path
• Hardened deployment security: The credential-file block is narrowed to ~/.cow/.env so other directories are no longer affected (Thanks @orbisai0security #2863); the WeChat Official Account now rejects webhook requests when wechatmp_token is empty
• Group task board plugin: Added the group task board plugin source. Thanks @Wyh-max-star (#2853)

📦 Upgrade

Source-code deployments can run cow update for a one-click upgrade, or pull the latest code and restart manually. See the Upgrade Guide for details.

Release Date: 2026.06.09 | Full Changelog

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Source zhayujie/chatgpt-on-wechat · 2.1.1 · 2026-06-09 · upstream release

Mirrored verbatim for indexing. All rights belong to the upstream project.