diff --git a/.memory/assistant-handoff.md b/.memory/assistant-handoff.md
index 4f03db1..8ec76e8 100644
--- a/.memory/assistant-handoff.md
+++ b/.memory/assistant-handoff.md
@@ -1,6 +1,6 @@
 # 项目接力
 
-- 生成时间：May 20, 2026 at 16:25
+- 生成时间：May 21, 2026 at 02:06
 - 项目：SKG Marketing Studio / SKG 营销内容工作台
 - 路径：/Users/kangwan/Projects/business/20260512-20260512-skg-tk-二创验证
 - 状态：active
@@ -9,7 +9,7 @@
 ## 最近助手会话概览
 
 - Claude：a9e0449c-d9cb-4a2a-bb16-16596dfb552a · 时间未知
-- Codex：019e3db1-012e-7163-bc78-acf7cde326e7 · 时间未知
+- Codex：019e447d-68c7-7db1-a499-b5eb6a98a7c2 · 时间未知
 - Cursor：未找到匹配当前项目的最近会话
 
 ## Claude 最近会话
@@ -92,27 +92,42 @@
 
 ## Codex 最近会话
 
-- Session ID：019e3db1-012e-7163-bc78-acf7cde326e7
-- Transcript：/Users/kangwan/.codex/sessions/2026/05/19/rollout-2026-05-19T08-44-30-019e3db1-012e-7163-bc78-acf7cde326e7.jsonl
+- Session ID：019e447d-68c7-7db1-a499-b5eb6a98a7c2
+- Transcript：/Users/kangwan/.codex/sessions/2026/05/20/rollout-2026-05-20T16-25-30-019e447d-68c7-7db1-a499-b5eb6a98a7c2.jsonl
 - 工作目录：/Users/kangwan/Projects/business/20260512-20260512-skg-tk-二创验证
 - 分支：main
 - 敏感字段：已对 token / key / password / secret 做脱敏
 
 ### 最近用户要求
 
-- 我之前的案例呢 我更新一次就清空了么
-- 怎么避免这样的事情出现，我都快炸了
-- 我要开新的窗口  继续这个项目了 你帮我打开吧
+- 我看的没改变呀  我感觉这个已经彻底调整崩了
+- figma mcp是通的么
+- 连一些被 我都打开了
 
 ### Codex 最近回复
 
-> 这个旧路径不存在，我查一下当前机器上工作看板实际装在哪里，然后打开它。
+> 现在命令行访问本机端口被沙箱拦了一次，`nc` 明确返回 `Operation not permitted`。我用已授权外部执行再测一次，这样能区分“Figma 没开”和“Codex 沙箱不让连本地端口”。
 
-> 已打开工作看板。
+> 已连上本地 Figma Desktop MCP。
 > 
-> 新窗口继续这个项目时，项目根目录用：
+> 我做了这些验证：
 > 
-> `/Users/kangwan/Projects/business/20260512-20260512-skg-tk-二创验证`
+> - Figma 桌面端已打开 Design 文件，并显示 `MCP server enabled on http://127.0.0.1:3845/mcp`
+> - 本机端口确认监听：`Figma ... 127.0.0.1:3845 (LISTEN)`
+> - MCP `initialize` 成功返回：`Figma Dev Mode MCP Server 1.0.0`
+> - 工具列表可用：`get_design_context`、`get_screenshot`、`get_metadata`、`get_variable_defs`
+> - 实际调用 `get_metadata` 成功，返回当前文件页面：`0:1: Page 1`
+> 
+> 注意：官方远程 `figma` 那条还没通，因为当前环境没有 `FIGMA_OAUTH_TOKEN`，`codex mcp login figma` 也返回了 `invalid_redirect_uri`。但本地 `figma-desktop` 这条已经能用。Figma 官方文档也是这个流程：打开桌面端 Design 文件，启用本地 MCP，然后配置 `http://127.0.0.1:3845/mcp`。
+> 
+> 当前仓库没改代码，状态还是：
+> 
+> ```text
+> ## main...origin/main
+>  M .memory/worklog.json
+> ```
+> 
+> 来源：Figma 官方 Codex MCP 设置文档 https://help.figma.com/hc/en-us/articles/39888629089175-Codex-and-Figma-Set-up-the-MCP-server
 
 ## Cursor 最近会话
 
diff --git a/.memory/worklog.json b/.memory/worklog.json
index 4ff0c66..1e0c6d8 100644
--- a/.memory/worklog.json
+++ b/.memory/worklog.json
@@ -1,3255 +1,3261 @@
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-      "ts": "2026-05-17T22:53:44Z",
-      "type": "session-heartbeat"
+      "files_changed" : 2,
+      "message" : "Codex 会话活跃 · 最近命令：codex · 分支 main · 2 项未提交变更 · 最近提交：auto-save 2026-05-18 16:29 (~2)",
+      "ts" : "2026-05-18T08:32:17Z",
+      "type" : "session-heartbeat"
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