v2.2.1
Liquid4All/cookbookv2.2.1Sep 11, 2026by cuiyuebing
Upgrading?
AI Summary
This release focuses on enhancing the QwenPaw platform with improved memory management, new features for the Creator tool, and various console and security improvements.
Key Highlights
- Configure model routing separately for each Agent, including provider preferences.
- Add PowerContext as an optional long-term-memory backend.
- Upgrade QwenPaw Creator with blueprint workbench, multi-timeline comparison, and MiniMax H3 support.
- Enforce MCP server tool allowlists for enhanced security.
New Features
- Configure model routing per Agent with fallback behavior
- Auto Fin proactive memory review
- Blueprint workbench and project snapshot rollback in Creator
- Unified settings page for environment variables
- Preload Skills to skip activation steps
- Upgrade Make Skill with guided drafting and validation
- Detect and install plugin updates with one click
- Redesign sidebar and Settings for improved navigation
- Chinese and English localization for Agent Kanban
- Configure connection timeouts for MCP clients
Full Release Notes
## What's Changed ## ✨ Added **Models, Agents & Memory** - Configure model routing separately for each Agent, including provider preferences and fallback behavior ([#7501](https://github.com/agentscope-ai/QwenPaw/pull/7501)) - Add Auto Fin proactive memory review and upgrade ReMe for more reliable long-term-memory processing ([#7441](https://github.com/agentscope-ai/QwenPaw/pull/7441)) - Add PowerContext as an optional long-term-memory backend with configuration in the Console ([#7080](https://github.com/agentscope-ai/QwenPaw/pull/7080)) - Strengthen built-in Agent behavior around request scope, untrusted content, confirmations, tool use, and completion ([#7526](https://github.com/agentscope-ai/QwenPaw/pull/7526)) **QwenPaw Creator** - Add a blueprint workbench, multi-timeline comparison, reusable video templates, MiniMax H3 support, project snapshot rollback, clearer Agent progress, and Docker deployment in Creator 1.2.0 ([#7486](https://github.com/agentscope-ai/QwenPaw/pull/7486)) **Console & Workspaces** - Manage environment variables in a unified settings page shared by Agents, MCP services, tools, and local models ([#7538](https://github.com/agentscope-ai/QwenPaw/pull/7538)) - Detect available plugin and PawApp updates and install them with one click ([#7605](https://github.com/agentscope-ai/QwenPaw/pull/7605)) - Redesign the sidebar and Settings experience with customizable navigation and improved session browsing ([#7502](https://github.com/agentscope-ai/QwenPaw/pull/7502)) - Restore direct path entry when choosing a session project directory ([#7593](https://github.com/agentscope-ai/QwenPaw/pull/7593)) - Add Chinese and English localization to Agent Kanban ([#7482](https://github.com/agentscope-ai/QwenPaw/pull/7482)) **Skills & MCP** - Let selected Skills preload their full instructions so they are ready without an extra activation step ([#7183](https://github.com/agentscope-ai/QwenPaw/pull/7183)) - Upgrade Make Skill with guided drafting, validation, behavior tests, and publishing tools ([#7509](https://github.com/agentscope-ai/QwenPaw/pull/7509)) - Show Skill versions and validate declared dependencies before use ([#7609](https://github.com/agentscope-ai/QwenPaw/pull/7609)) - Configure connection timeouts for HTTP and SSE MCP clients ([#7649](https://github.com/agentscope-ai/QwenPaw/pull/7649)) ## 🔄 Changed - Give automatic memory backends a consistent lifecycle and action interface, and deliver ADBPG and PowerContext as plugins ([#7561](https://github.com/agentscope-ai/QwenPaw/pull/7561), [#7616](https://github.com/agentscope-ai/QwenPaw/pull/7616)) - Standardize Console colors and component states across light and dark themes ([#7487](https://github.com/agentscope-ai/QwenPaw/pull/7487)) - Improve the Agent selector on smaller screens ([#7623](https://github.com/agentscope-ai/QwenPaw/pull/7623)) ## 🐛 Fixed **Console, Chat & Files** - Prevent stale session state and queued-send races when streaming, switching conversations, or submitting messages quickly ([#7523](https://github.com/agentscope-ai/QwenPaw/pull/7523), [#7610](https://github.com/agentscope-ai/QwenPaw/pull/7610), [#7237](https://github.com/agentscope-ai/QwenPaw/pull/7237)) - Keep free models separate from the Pro model tab ([#7524](https://github.com/agentscope-ai/QwenPaw/pull/7524)) - Preserve the selected loop mode when opening a chat from a link ([#7560](https://github.com/agentscope-ai/QwenPaw/pull/7560)) - Use the same language options throughout the Console ([#7595](https://github.com/agentscope-ai/QwenPaw/pull/7595)) - Keep Chrome extension tabs grouped with the correct QwenPaw session ([#7457](https://github.com/agentscope-ai/QwenPaw/pull/7457)) - Make navigation and theme-toggle icons visually consistent ([#7499](https://github.com/agentscope-ai/QwenPaw/pull/7499)) - Show PawApp updates whenever the installed and available versions differ ([#7651](https://github.com/agentscope-ai/QwenPaw/pull/7651)) - Show file upload controls only inside a workspace ([#7667](https://github.com/agentscope-ai/QwenPaw/pull/7667)) - Restore consistent QwenPaw styling for forms and the Git panel ([#7646](https://github.com/agentscope-ai/QwenPaw/pull/7646)) **Runtime, Security & Compatibility** - Require approval for critical security findings unless policy explicitly denies the action ([#7525](https://github.com/agentscope-ai/QwenPaw/pull/7525)) - Enforce each MCP server's tool allowlist on the Agent runtime path ([#7504](https://github.com/agentscope-ai/QwenPaw/pull/7504)) - Move managed Chromium installation out of the startup path so browser setup cannot block QwenPaw launch ([#7539](https://github.com/agentscope-ai/QwenPaw/pull/7539)) - Prevent ACP Agents from stalling during workspace startup on Windows ([#7401](https://github.com/agentscope-ai/QwenPaw/pull/7401)) - Accept numeric-looking tool arguments emitted as JSON numbers by some models ([#6936](https://github.com/agentscope-ai/QwenPaw/pull/6936)) - Convert PDF content safely when a selected model accepts text but not document blocks ([#7621](https://github.com/agentscope-ai/QwenPaw/pull/7621)) - Keep long conversations within context limits by folding thinking content that has already been consumed ([#7521](https://github.com/agentscope-ai/QwenPaw/pull/7521)) - Restore compatibility with MCP servers whose legacy authentication flow responds to discovery with HTTP 401 ([#7627](https://github.com/agentscope-ai/QwenPaw/pull/7627)) - Prevent shell child processes from competing with QwenPaw for interactive input ([#7598](https://github.com/agentscope-ai/QwenPaw/pull/7598)) - Return the correct not-found response when configuration is requested for an unknown tool ([#7498](https://github.com/agentscope-ai/QwenPaw/pull/7498)) - Preserve full exception details in logs when a downstream tool-call handler fails, while returning a safe error to the model ([#7578](https://github.com/agentscope-ai/QwenPaw/pull/7578)) **Memory, Hub & Operations** - Return actionable memory status when a configured backend is unavailable, and fall back safely when its plugin cannot load ([#7544](https://github.com/agentscope-ai/QwenPaw/pull/7544), [#7663](https://github.com/agentscope-ai/QwenPaw/pull/7663)) - Start Hub runtimes without blocking lifecycle operations and authenticate CLI requests to the active local runtime ([#7566](https://github.com/agentscope-ai/QwenPaw/pull/7566), [#7631](https://github.com/agentscope-ai/QwenPaw/pull/7631)) - Restore Skill discovery through the current ClawHub endpoint ([#7640](https://github.com/agentscope-ai/QwenPaw/pull/7640)) - Preserve Unix permission bits for restored secrets and master keys ([#7658](https://github.com/agentscope-ai/QwenPaw/pull/7658)) - Deliver Base64-encoded images and other media correctly across supported chat channels ([#7647](https://github.com/agentscope-ai/QwenPaw/pull/7647)) ## New Contributors - [@kic635](https://github.com/kic635) - [@wuyak](https://github.com/wuyak) - [@Bruce-Yii](https://github.com/Bruce-Yii) - [@kabishou11](https://github.com/kabishou11) **Full Changelog**: [v2.2.0...v2.2.1](https://github.com/agentscope-ai/QwenPaw/compare/v2.2.0...v2.2.1)
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