diff --git a/.github/workflows/dashboard_ci.yml b/.github/workflows/dashboard_ci.yml
index beb7b8871..63a7f47b3 100644
--- a/.github/workflows/dashboard_ci.yml
+++ b/.github/workflows/dashboard_ci.yml
@@ -27,9 +27,10 @@ jobs:
           cache-dependency-path: dashboard/pnpm-lock.yaml
 
       - name: Install and Build
+        working-directory: dashboard
         run: |
-          pnpm --dir dashboard install --frozen-lockfile
-          pnpm --dir dashboard run build
+          pnpm install --frozen-lockfile
+          pnpm run build
 
       - name: Inject Commit SHA
         id: get_sha
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index bfe80a115..b91d1f3a0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -51,7 +51,7 @@ jobs:
           echo "tag=$tag" >> "$GITHUB_OUTPUT"
 
       - name: Setup pnpm
-        uses: pnpm/action-setup@v6.0.0
+        uses: pnpm/action-setup@v5.0.0
         with:
           version: 10.28.2
 
@@ -64,11 +64,11 @@ jobs:
 
       - name: Build dashboard dist
         shell: bash
+        working-directory: dashboard
         run: |
-          pnpm --dir dashboard install --frozen-lockfile
-          pnpm --dir dashboard run build
-          echo "${{ steps.tag.outputs.tag }}" > dashboard/dist/assets/version
-          cd dashboard
+          pnpm install --frozen-lockfile
+          pnpm run build
+          echo "${{ steps.tag.outputs.tag }}" > dist/assets/version
           zip -r "AstrBot-${{ steps.tag.outputs.tag }}-dashboard.zip" dist
 
       - name: Upload dashboard artifact
diff --git a/astrbot/cli/__init__.py b/astrbot/cli/__init__.py
index 354868fea..f09cd959a 100644
--- a/astrbot/cli/__init__.py
+++ b/astrbot/cli/__init__.py
@@ -1 +1 @@
-__version__ = "4.23.1"
+__version__ = "4.23.2"
diff --git a/astrbot/core/config/default.py b/astrbot/core/config/default.py
index 527cfbf9b..b7ab2951d 100644
--- a/astrbot/core/config/default.py
+++ b/astrbot/core/config/default.py
@@ -5,7 +5,7 @@ from typing import Any, TypedDict
 
 from astrbot.core.utils.astrbot_path import get_astrbot_data_path
 
-VERSION = "4.23.1"
+VERSION = "4.23.2"
 DB_PATH = os.path.join(get_astrbot_data_path(), "data_v4.db")
 PERSONAL_WECHAT_CONFIG_METADATA = {
     "weixin_oc_base_url": {
diff --git a/changelogs/v4.23.2.md b/changelogs/v4.23.2.md
new file mode 100644
index 000000000..d6e91acea
--- /dev/null
+++ b/changelogs/v4.23.2.md
@@ -0,0 +1,69 @@
+- [更新日志(简体中文)](#chinese)
+- [Changelog(English)](#english)
+
+<a id="chinese"></a>
+
+## What's Changed
+
+### 新增
+
+- 知识库稀疏检索阶段新增 SQLite FTS5 支持，大幅优化万到十万级别分块时造成的召回时的显著卡顿。（[#7648](https://github.com/AstrBotDevs/AstrBot/pull/7648)）
+- KOOK 平台新增角色提及支持，包含角色记录、事件解析、API 类型与相关测试。（[#7626](https://github.com/AstrBotDevs/AstrBot/pull/7626)）
+- 新增 MiniMax Token Plan Provider。（[#7609](https://github.com/AstrBotDevs/AstrBot/pull/7609)）
+- 新增 `on_agent_begin`、`on_using_llm_tool`、`on_llm_tool_respond`、`on_agent_done` 插件事件钩子，并更新插件开发文档。（[#7540](https://github.com/AstrBotDevs/AstrBot/pull/7540)）
+- 为 t2i 模板启用 Shiki 代码高亮，并新增 VitePress 风格模板。（[#7501](https://github.com/AstrBotDevs/AstrBot/pull/7501)）
+
+### 优化
+
+- 优化 `EmptyModelOutputError` 处理，不再严格强制校验模型工具输出的名字是否符合工具集，采用引导的方式让模型输出正确的工具调用。（[#7375](https://github.com/AstrBotDevs/AstrBot/pull/7375)）
+- 优化 `SendMessageToUserTool` 工具在本地 workspace root 内解析相对文件路径的问题。（[#7668](https://github.com/AstrBotDevs/AstrBot/pull/7668)）
+
+### 修复
+
+- 修复 Bocha 搜索返回 Brotli 压缩内容时出现 `Can not decode content-encoding: br` 的问题。（[#7655](https://github.com/AstrBotDevs/AstrBot/pull/7655)）
+- 修复微信个人号主动 Cron 发送时 `context_token` 未持久化的问题。（[#7595](https://github.com/AstrBotDevs/AstrBot/pull/7595)）
+- 修复 Anthropic Provider 默认 `max_tokens` 偏小导致工具调用输出文件操作时造成大量截断的问题。（[#7593](https://github.com/AstrBotDevs/AstrBot/pull/7593)）
+- 修复 Cron `last_run_at` 在 Dashboard 中未按本地时区显示的问题。（[#7625](https://github.com/AstrBotDevs/AstrBot/pull/7625)）
+- 修复 Cron 工具调度失败时静默继续的问题，并在失败时返回明确错误给模型。（[#7513](https://github.com/AstrBotDevs/AstrBot/pull/7513)）
+- 修复 Telegram 媒体组异常被静默吞掉的问题。（[#7537](https://github.com/AstrBotDevs/AstrBot/pull/7537)）
+- 修复会话限流计数为 0 时可能触发 `IndexError` 的问题。（[#7635](https://github.com/AstrBotDevs/AstrBot/pull/7635)）
+
+- 修复知识库上传错误处理与错误提示，提升失败时的可诊断性。（[#7534](https://github.com/AstrBotDevs/AstrBot/pull/7534), [#7536](https://github.com/AstrBotDevs/AstrBot/pull/7536)）
+- 修复 Dashboard 聊天附件 401 问题。（[#7569](https://github.com/AstrBotDevs/AstrBot/pull/7569)）
+- 修复 Dashboard 数字输入框在未编辑时失焦会重置为 0 的问题。（[#7560](https://github.com/AstrBotDevs/AstrBot/pull/7560)）
+- 修复 Dashboard 列表项内代码块暗色模式传递问题，并移除 `ThemeAwareMarkdownCodeBlock` 中注入的默认值。（[#7667](https://github.com/AstrBotDevs/AstrBot/pull/7667), [commit](https://github.com/AstrBotDevs/AstrBot/commit/fd2ca702d)）
+- 修复 Updater 请求不支持 SOCKS 代理的问题，并补充相关测试。（[#7615](https://github.com/AstrBotDevs/AstrBot/pull/7615)）
+- 回滚 SCSS import warning 修复以避免相关兼容问题。（[#7616](https://github.com/AstrBotDevs/AstrBot/pull/7616)）
+
+<a id="english"></a>
+
+## What's Changed (EN)
+
+### New Features
+
+- Added SQLite FTS5 support to the knowledge-base sparse retrieval stage, greatly reducing recall latency for knowledge bases with tens of thousands to hundreds of thousands of chunks. ([#7648](https://github.com/AstrBotDevs/AstrBot/pull/7648))
+- Added KOOK role mention support, including role records, event parsing, API types, and tests. ([#7626](https://github.com/AstrBotDevs/AstrBot/pull/7626))
+- Added the MiniMax Token Plan Provider. ([#7609](https://github.com/AstrBotDevs/AstrBot/pull/7609))
+- Added plugin event hooks for `on_agent_begin`, `on_using_llm_tool`, `on_llm_tool_respond`, and `on_agent_done`, with updated plugin development docs. ([#7540](https://github.com/AstrBotDevs/AstrBot/pull/7540))
+- Enabled Shiki highlighting for t2i templates and added a VitePress-style template. ([#7501](https://github.com/AstrBotDevs/AstrBot/pull/7501))
+
+### Improvements
+
+- Improved `EmptyModelOutputError` handling by no longer strictly enforcing whether model tool output names match the tool set, and instead guiding the model toward valid tool calls. ([#7375](https://github.com/AstrBotDevs/AstrBot/pull/7375))
+- Improved relative file path resolution within the local workspace root for `SendMessageToUserTool`. ([#7668](https://github.com/AstrBotDevs/AstrBot/pull/7668))
+
+### Bug Fixes
+
+- Fixed Bocha search failures caused by Brotli-compressed responses reporting `Can not decode content-encoding: br`. ([#7655](https://github.com/AstrBotDevs/AstrBot/pull/7655))
+- Fixed `context_token` persistence for proactive Cron sends in the Weixin OC adapter. ([#7595](https://github.com/AstrBotDevs/AstrBot/pull/7595))
+- Increased the Anthropic Provider default `max_tokens` value to avoid heavy truncation during tool-call output for file operations. ([#7593](https://github.com/AstrBotDevs/AstrBot/pull/7593))
+- Displayed Cron `last_run_at` in the local timezone in Dashboard. ([#7625](https://github.com/AstrBotDevs/AstrBot/pull/7625))
+- Returned explicit errors to the model when Cron tool scheduling fails instead of continuing silently. ([#7513](https://github.com/AstrBotDevs/AstrBot/pull/7513))
+- Prevented Telegram media group exceptions from being silently swallowed. ([#7537](https://github.com/AstrBotDevs/AstrBot/pull/7537))
+- Fixed an `IndexError` when session `rate_limit_count` is 0. ([#7635](https://github.com/AstrBotDevs/AstrBot/pull/7635))
+- Improved knowledge-base upload error handling and error messages for better diagnostics. ([#7534](https://github.com/AstrBotDevs/AstrBot/pull/7534), [#7536](https://github.com/AstrBotDevs/AstrBot/pull/7536))
+- Fixed Dashboard chat attachment 401 errors. ([#7569](https://github.com/AstrBotDevs/AstrBot/pull/7569))
+- Fixed numeric inputs resetting to 0 on blur when the value was not edited. ([#7560](https://github.com/AstrBotDevs/AstrBot/pull/7560))
+- Fixed dark-mode propagation for code blocks inside Dashboard list items and removed the injected default value from `ThemeAwareMarkdownCodeBlock`. ([#7667](https://github.com/AstrBotDevs/AstrBot/pull/7667), [commit](https://github.com/AstrBotDevs/AstrBot/commit/fd2ca702d))
+- Added SOCKS proxy support for updater requests and related tests. ([#7615](https://github.com/AstrBotDevs/AstrBot/pull/7615))
+- Reverted the SCSS import warning fix to avoid related compatibility issues. ([#7616](https://github.com/AstrBotDevs/AstrBot/pull/7616))
diff --git a/dashboard/pnpm-lock.yaml b/dashboard/pnpm-lock.yaml
index ae65710eb..c60569271 100644
--- a/dashboard/pnpm-lock.yaml
+++ b/dashboard/pnpm-lock.yaml
@@ -5,8 +5,8 @@ settings:
   excludeLinksFromLockfile: false
 
 overrides:
-  immutable: 4.3.8
-  lodash-es: 4.17.23
+  immutable: "4.3.8"
+  lodash-es: "4.17.23"
 
 importers:
 
diff --git a/pyproject.toml b/pyproject.toml
index da69c3311..ce59ac9ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "AstrBot"
-version = "4.23.1"
+version = "4.23.2"
 description = "Easy-to-use multi-platform LLM chatbot and development framework"
 readme = "README.md"
 license = { text = "AGPL-3.0-or-later" }