🌐 English Version
Release v1.6.0
🚀 New Features & Enhancements
- Agentic Insight v2 Enhancement: Architecture and performance optimization for the deep research system. (#886)
- Knowledge Search Support: Added Sirchmunk-based knowledge search module, enabling automatic retrieval over local codebases and documents during agent conversations. (#882)
- Multimodal Model Support: Added multimodal capabilities for LLM agents, supporting image/video input via OpenAI-compatible API. (#879)
- Context Compression Support: Token usage monitoring and overflow detection, with automatic context compression via pruning historical tool outputs and LLM summarization. (#885)
- Auto Skills Logging: Added configurable log level settings for the Auto Skills module. (#883)
🛡️ Security
- CVE-2026-2256 Fix: Fixed a Shell tool regex denylist bypass leading to command injection. Removed the vulnerable Shell tool and migrated Code Genesis project code execution to a sandbox environment. (#880)
- Added
SECURITY.mdwith vulnerability reporting guidelines. (#877)
🛠 Bug Fixes & Improvements
🧪 Testing
- Added comprehensive unit tests for Skill DAG upstream-downstream task analysis. (#867)
📝 Documentation
- Added Code Genesis documentation in both Chinese and English. (#865)
- Updated video generation documentation. (#864)
- Updated README. (#874)
Full Changelog: v1.6.0rc1...v1.6.0
🇨🇳 中文版本
版本更新 v1.6.0
🚀 新功能与增强
- Agentic Insight v2 增强：深度研究系统架构与性能优化。(#886)
- 知识库搜索支持：新增基于 Sirchmunk 的知识搜索模块，支持在 Agent 对话中自动检索本地代码库与文档。(#882)
- 多模态模型支持：为 LLM Agent 新增多模态能力，支持通过 OpenAI 兼容 API 进行图片/视频输入。(#879)
- 上下文压缩支持：支持 Token 用量监控与溢出检测，通过裁剪历史工具输出和 LLM 摘要自动压缩对话上下文。(#885)
- Auto Skills 日志配置：为 Auto Skills 模块新增可配置的日志级别设置。(#883)
🛡️ 安全修复
- CVE-2026-2256 修复：修复了 Shell 工具正则表达式黑名单绕过导致的命令注入漏洞，移除了存在风险的 Shell 工具，并迁移 Code Genesis 项目代码运行过程到沙箱环境。(#880)
- 新增
SECURITY.md安全漏洞报告指南。(#877)
🛠 修复与改进
🧪 测试
- 新增 Skill DAG 上下游任务分析的完整单元测试。(#867)
📝 文档更新
完整变更日志: v1.6.0rc1...v1.6.0