<!-- 使用 release/v0.18.1-nightly.20260616.a68b2e1e7 分支中 .github/release.yml 的配置生成的发布说明 -->
## 更新内容
* fix: 对过大的上下文指令发出警告 by @he-yufeng 在 https://github.com/QwenLM/qwen-code/pull/5073
* docs: 修复过时的默认值、CLI 语法及工具命名漂移 by @DragonnZhang 在 https://github.com/QwenLM/qwen-code/pull/5158
* chore(release): 桌面端 desktop-v0.0.4 by @qwen-code-ci-bot 在 https://github.com/QwenLM/qwen-code/pull/5127
* chore(release): v0.18.1 by @qwen-code-ci-bot 在 https://github.com/QwenLM/qwen-code/pull/5164
* feat(web-shell): 支持自定义页脚渲染器 by @ytahdn 在 https://github.com/QwenLM/qwen-code/pull/5166
* fix(core): 将编辑工具描述简化为仅包含路径 by @huww98 在 https://github.com/QwenLM/qwen-code/pull/5140
* fix(monitor): 批量排空通知以减少 Token 浪费 by @doudouOUC 在 https://github.com/QwenLM/qwen-code/pull/5165
* feat(web-shell): 为外部文本、标签和提交控制添加命令式 composer API by @ytahdn 在 https://github.com/QwenLM/qwen-code/pull/5161
* feat(web-shell): 在折叠区域提示词下方显示单次对话耗时与 Token 数 by @wenshao 在 https://github.com/QwenLM/qwen-code/pull/5163
* docs(daemon): 刷新英文版 daemon 文档 by @doudouOUC 在 https://github.com/QwenLM/qwen-code/pull/5144
* fix(core): 在 MCP 工具的 SchemaValidator 中对数值字符串参数进行强制转换 by @pomelo-nwu 在 https://github.com/QwenLM/qwen-code/pull/4967
* fix(channels): 在 SessionRouter 中将发送者 ID 作为完整段进行匹配 by @Osamaali313 在 https://github.com/QwenLM/qwen-code/pull/5116
* docs(design): DaemonTransport 抽象 — SDK 的可插拔传输组件 by @chiga0 在 https://github.com/QwenLM/qwen-code/pull/5026
* ci: 以 qwen-code-ci-bot 身份发布 autofix PR by @qqqys 在 https://github.com/QwenLM/qwen-code/pull/5137
## 新贡献者
* @Osamaali313 在 https://github.com/QwenLM/qwen-code/pull/5116 完成了首次贡献
**完整更新日志**: https://github.com/QwenLM/qwen-code/compare/v0.18.1...v0.18.1-nightly.20260616.a68b2e1e7
<!-- Release notes generated using configuration in .github/release.yml at release/v0.18.1-nightly.20260616.a68b2e1e7 -->
## What's Changed
* fix: warn on oversized context instructions by @he-yufeng in https://github.com/QwenLM/qwen-code/pull/5073
* docs: fix stale defaults, CLI syntax, and tool naming drift by @DragonnZhang in https://github.com/QwenLM/qwen-code/pull/5158
* chore(release): desktop desktop-v0.0.4 by @qwen-code-ci-bot in https://github.com/QwenLM/qwen-code/pull/5127
* chore(release): v0.18.1 by @qwen-code-ci-bot in https://github.com/QwenLM/qwen-code/pull/5164
* feat(web-shell): support custom footer renderer by @ytahdn in https://github.com/QwenLM/qwen-code/pull/5166
* fix(core): simplify edit tool description to path only by @huww98 in https://github.com/QwenLM/qwen-code/pull/5140
* fix(monitor): batch-drain notifications to reduce token waste by @doudouOUC in https://github.com/QwenLM/qwen-code/pull/5165
* feat(web-shell): add imperative composer API for external text, tag, and submit control by @ytahdn in https://github.com/QwenLM/qwen-code/pull/5161
* feat(web-shell): per-turn time & tokens on the collapse seam, below the prompt by @wenshao in https://github.com/QwenLM/qwen-code/pull/5163
* docs(daemon): Refresh daemon docs in English by @doudouOUC in https://github.com/QwenLM/qwen-code/pull/5144
* fix(core): coerce numeric string params in SchemaValidator for MCP tools by @pomelo-nwu in https://github.com/QwenLM/qwen-code/pull/4967
* fix(channels): match sender id as a full segment in SessionRouter by @Osamaali313 in https://github.com/QwenLM/qwen-code/pull/5116
* docs(design): DaemonTransport abstraction — pluggable transport for SDK by @chiga0 in https://github.com/QwenLM/qwen-code/pull/5026
* ci: publish autofix PRs as qwen-code-ci-bot by @qqqys in https://github.com/QwenLM/qwen-code/pull/5137
## New Contributors
* @Osamaali313 made their first contribution in https://github.com/QwenLM/qwen-code/pull/5116
**Full Changelog**: https://github.com/QwenLM/qwen-code/compare/v0.18.1...v0.18.1-nightly.20260616.a68b2e1e7