From 215dccec263c32858207c0bac28513552030e533 Mon Sep 17 00:00:00 2001
From: amszuidas <254873068+amszuidas@users.noreply.github.com>
Date: Tue, 10 Nov 2026 17:41:49 +0800
Subject: [PATCH 1/2] stacks: add atlas stack with magic-move-deck

New team stack stacks/atlas with one skill, magic-move-deck: turns an
architecture or flow walkthrough into a Keynote-style Magic Move slide deck
(one offline 1920x1080 HTML; shared boxes and titles morph between slides).
Four style templates (hand-drawn, minimal, dark neon, neo-brutalist) share
one helper API, so the agent renders one sample slide per style, the user
picks one, and the rest of the deck is drawn in that style.

Includes a neutral 19-slide example (RAG knowledge assistant) with previews,
NOTICE.md crediting the MIT handdrawn-diagram template, marketplace entries
for Claude Code and Codex, and rows in the stack listings and READMEs.
---
 .agents/plugins/marketplace.json              |  12 +
 .claude-plugin/marketplace.json               |  10 +
 README.md                                     |  22 +-
 README_ZH.md                                  |   9 +-
 stacks/README.md                              |   1 +
 stacks/atlas/.claude-plugin/plugin.json       |  11 +
 stacks/atlas/.codex-plugin/plugin.json        |  28 +
 stacks/atlas/.minimax-plugin/plugin.json      |  20 +
 stacks/atlas/NOTICE.md                        |  49 ++
 stacks/atlas/README.md                        |  68 ++
 stacks/atlas/WORKFLOW.md                      |  55 ++
 stacks/atlas/icon.png                         | Bin 0 -> 8587 bytes
 stacks/atlas/plugin.json                      |  11 +
 stacks/atlas/skills/magic-move-deck/SKILL.md  | 159 +++++
 .../examples/rag-assistant/README.md          | 104 +++
 .../rag-assistant/details/00_cover.html       | 298 ++++++++
 .../rag-assistant/details/01_ingestion.html   | 387 ++++++++++
 .../rag-assistant/details/02_retrieval.html   | 384 ++++++++++
 .../rag-assistant/details/03_generation.html  | 399 +++++++++++
 .../rag-assistant/details/99_end.html         | 299 ++++++++
 .../examples/rag-assistant/diagram-binding.md |  35 +
 .../examples/rag-assistant/overview.html      | 415 +++++++++++
 .../rag-assistant/previews/00_cover.jpg       | Bin 0 -> 82534 bytes
 .../rag-assistant/previews/01_ingestion.jpg   | Bin 0 -> 179506 bytes
 .../rag-assistant/previews/02_retrieval.jpg   | Bin 0 -> 188934 bytes
 .../rag-assistant/previews/03_generation.jpg  | Bin 0 -> 191605 bytes
 .../rag-assistant/previews/99_end.jpg         | Bin 0 -> 88675 bytes
 .../rag-assistant/previews/overview.jpg       | Bin 0 -> 167105 bytes
 .../previews/trans_d1_to_spot.jpg             | Bin 0 -> 136844 bytes
 .../previews/trans_overview_to_d1.jpg         | Bin 0 -> 80395 bytes
 .../references/bilingual-layout.md            |  38 +
 .../magic-move-deck/references/cards.md       |  65 ++
 .../references/diagram-rules.md               |  62 ++
 .../references/magic-move-contract.md         |  71 ++
 .../magic-move-deck/references/styles.md      |  54 ++
 .../references/verification.md                |  69 ++
 .../magic-move-deck/scripts/build_deck.py     | 319 +++++++++
 .../magic-move-deck/scripts/render_video.py   | 141 ++++
 .../magic-move-deck/scripts/snapshot_deck.py  | 106 +++
 .../skills/magic-move-deck/scripts/styles.py  | 156 ++++
 .../magic-move-deck/styles/brutalist/STYLE.md |  43 ++
 .../styles/brutalist/diagram.html             | 256 +++++++
 .../styles/brutalist/preview.png              | Bin 0 -> 226520 bytes
 .../magic-move-deck/styles/handdrawn/STYLE.md |  43 ++
 .../styles/handdrawn/diagram.html             | 289 ++++++++
 .../styles/handdrawn/preview.png              | Bin 0 -> 310173 bytes
 .../magic-move-deck/styles/minimal/STYLE.md   |  42 ++
 .../styles/minimal/diagram.html               | 257 +++++++
 .../styles/minimal/preview.png                | Bin 0 -> 231620 bytes
 .../magic-move-deck/styles/neon/STYLE.md      |  42 ++
 .../magic-move-deck/styles/neon/diagram.html  | 273 +++++++
 .../magic-move-deck/styles/neon/preview.png   | Bin 0 -> 286812 bytes
 .../magic-move-deck/templates/card-main.js    |  43 ++
 .../magic-move-deck/templates/detail-main.js  |  64 ++
 .../templates/diagram-binding.md              |  29 +
 .../magic-move-deck/templates/keynote.html    | 674 ++++++++++++++++++
 56 files changed, 5903 insertions(+), 9 deletions(-)
 create mode 100644 stacks/atlas/.claude-plugin/plugin.json
 create mode 100644 stacks/atlas/.codex-plugin/plugin.json
 create mode 100644 stacks/atlas/.minimax-plugin/plugin.json
 create mode 100644 stacks/atlas/NOTICE.md
 create mode 100644 stacks/atlas/README.md
 create mode 100644 stacks/atlas/WORKFLOW.md
 create mode 100644 stacks/atlas/icon.png
 create mode 100644 stacks/atlas/plugin.json
 create mode 100644 stacks/atlas/skills/magic-move-deck/SKILL.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/99_end.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/overview.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/01_ingestion.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/02_retrieval.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/03_generation.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/99_end.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/overview.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/trans_d1_to_spot.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/trans_overview_to_d1.jpg
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/bilingual-layout.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/cards.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/diagram-rules.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/magic-move-contract.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/styles.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/references/verification.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/scripts/build_deck.py
 create mode 100644 stacks/atlas/skills/magic-move-deck/scripts/render_video.py
 create mode 100644 stacks/atlas/skills/magic-move-deck/scripts/snapshot_deck.py
 create mode 100644 stacks/atlas/skills/magic-move-deck/scripts/styles.py
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/brutalist/STYLE.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/brutalist/diagram.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/brutalist/preview.png
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/handdrawn/STYLE.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/handdrawn/diagram.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/handdrawn/preview.png
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/minimal/STYLE.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/minimal/diagram.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/minimal/preview.png
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/neon/STYLE.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/neon/diagram.html
 create mode 100644 stacks/atlas/skills/magic-move-deck/styles/neon/preview.png
 create mode 100644 stacks/atlas/skills/magic-move-deck/templates/card-main.js
 create mode 100644 stacks/atlas/skills/magic-move-deck/templates/detail-main.js
 create mode 100644 stacks/atlas/skills/magic-move-deck/templates/diagram-binding.md
 create mode 100644 stacks/atlas/skills/magic-move-deck/templates/keynote.html

diff --git a/.agents/plugins/marketplace.json b/.agents/plugins/marketplace.json
index 3c51aa8..9008cbd 100644
--- a/.agents/plugins/marketplace.json
+++ b/.agents/plugins/marketplace.json
@@ -39,6 +39,18 @@
         "authentication": "ON_INSTALL"
       },
       "category": "Productivity"
+    },
+    {
+      "name": "atlas",
+      "source": {
+        "source": "local",
+        "path": "./stacks/atlas"
+      },
+      "policy": {
+        "installation": "AVAILABLE",
+        "authentication": "ON_INSTALL"
+      },
+      "category": "Productivity"
     }
   ]
 }
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
index 678adae..8c9cc77 100644
--- a/.claude-plugin/marketplace.json
+++ b/.claude-plugin/marketplace.json
@@ -36,6 +36,16 @@
         "name": "MiniMax Code team"
       },
       "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/req-tpm"
+    },
+    {
+      "name": "atlas",
+      "source": "./stacks/atlas",
+      "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+      "category": "Productivity",
+      "author": {
+        "name": "Atlas (MiniMax Code team)"
+      },
+      "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas"
     }
   ]
 }
diff --git a/README.md b/README.md
index 11e004d..b95b343 100644
--- a/README.md
+++ b/README.md
@@ -43,9 +43,9 @@ Inside a Claude Code session:
 /plugin install ronny --marketplace MiniMax-AI/mcode-stack
 ```
 
-Use `jiachen` or `req-tpm` in place of `ronny` for those stacks. From a clone of this
-repository, `scripts/install.sh` installs `ronny` (`scripts/install.sh jiachen`
-or `scripts/install.sh req-tpm` for the others) with `claude` or `codex` when either is on `PATH`, and
+Use `jiachen`, `req-tpm` or `atlas` in place of `ronny` for those stacks. From a clone of this
+repository, `scripts/install.sh` installs `ronny` (`scripts/install.sh jiachen`,
+`scripts/install.sh req-tpm` or `scripts/install.sh atlas` for the others) with `claude` or `codex` when either is on `PATH`, and
 otherwise copies that stack's skills into `~/.agents/skills/`.
 
 Older Claude Code can add the marketplace first, then install:
@@ -63,7 +63,7 @@ codex plugin marketplace add MiniMax-AI/mcode-stack
 codex plugin add ronny@mcode-stack
 ```
 
-Substitute `jiachen` or `req-tpm` the same way. To take a single skill instead of the
+Substitute `jiachen`, `req-tpm` or `atlas` the same way. To take a single skill instead of the
 plugin, copy that skill's folder into `~/.agents/skills/`. Codex and MiniMax
 Code both scan that directory; the copy steps are below.
 
@@ -163,6 +163,14 @@ v0 and needs the `meegle` and `lark-cli` CLIs plus a one-time look-up of your
 Meegle space's fields and states; see
 [`stacks/req-tpm/README.md`](stacks/req-tpm/README.md).
 
+[`stacks/atlas`](stacks/atlas/) has
+[`magic-move-deck`](stacks/atlas/skills/magic-move-deck/SKILL.md), which
+turns an architecture or flow walkthrough into a Keynote-style Magic Move
+slide deck: every slide is a diagram seen through a camera, and the boxes and
+titles two slides share morph between them. The agent shows one sample slide
+in each of four styles (hand-drawn, minimal, dark neon, neo-brutalist) and
+builds the deck in the one you pick, as a single offline HTML file.
+
 A stack usually has three kinds of things:
 
 | Kind | What it is | How to use it |
@@ -205,6 +213,7 @@ change it. To suggest a change here, open an issue; see
 stacks/ronny/               Ronny's stack (MiniMax Code R&D lead), the first and most complete one
 stacks/jiachen/             Jiachen's stack: getting out of the agent loop, and turning notes into posts and videos
 stacks/req-tpm/             Optional: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status); v0
+stacks/atlas/               Atlas's stack: architecture walkthroughs as Magic Move slide decks, in four styles
 stacks/<name>/              One directory per team member; teammates are welcome to add theirs
 notes/                      Which runnable piece goes with each Engineering Notes article
 community/                  Stacks from outside the team, added by collaborators
@@ -212,8 +221,9 @@ templates/stack-template/   Template for a new stack
 ```
 
 Every stack is also a MiniMax Code plugin package. See
-[`stacks/ronny`](stacks/ronny/), [`stacks/jiachen`](stacks/jiachen/) and
-[`stacks/req-tpm`](stacks/req-tpm/) for what each one contains.
+[`stacks/ronny`](stacks/ronny/), [`stacks/jiachen`](stacks/jiachen/),
+[`stacks/req-tpm`](stacks/req-tpm/) and [`stacks/atlas`](stacks/atlas/) for
+what each one contains.
 
 ## Contributing
 
diff --git a/README_ZH.md b/README_ZH.md
index 689e639..2f166a3 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -36,7 +36,7 @@ claude plugin install ronny --marketplace MiniMax-AI/mcode-stack
 /plugin install ronny --marketplace MiniMax-AI/mcode-stack
 ```
 
-装 Jiachen 的 stack 时，把 `ronny` 换成 `jiachen`；装需求管理的 stack 时换成 `req-tpm`。克隆本仓库后可以跑 `scripts/install.sh`（默认 `ronny`，或 `scripts/install.sh jiachen`、`scripts/install.sh req-tpm`）：`PATH` 里有 `claude` 或 `codex` 时，它会执行同样的安装，否则把该 stack 的 Skill 复制到 `~/.agents/skills/`。
+装 Jiachen 的 stack 时，把 `ronny` 换成 `jiachen`；装需求管理的 stack 时换成 `req-tpm`；装 Atlas 的 stack 时换成 `atlas`。克隆本仓库后可以跑 `scripts/install.sh`（默认 `ronny`，或 `scripts/install.sh jiachen`、`scripts/install.sh req-tpm`、`scripts/install.sh atlas`）：`PATH` 里有 `claude` 或 `codex` 时，它会执行同样的安装，否则把该 stack 的 Skill 复制到 `~/.agents/skills/`。
 
 较旧的 Claude Code 可以先加市场，再安装：
 
@@ -52,7 +52,7 @@ codex plugin marketplace add MiniMax-AI/mcode-stack
 codex plugin add ronny@mcode-stack
 ```
 
-把 `ronny` 换成 `jiachen` 即可。如果只要某一个 Skill，把它的目录复制到 `~/.agents/skills/`。Codex 和 MiniMax Code 都会扫描这个目录，复制步骤见下文。
+把 `ronny` 换成 `jiachen`、`req-tpm` 或 `atlas` 即可。如果只要某一个 Skill，把它的目录复制到 `~/.agents/skills/`。Codex 和 MiniMax Code 都会扫描这个目录，复制步骤见下文。
 
 **装一个 Skill，所有项目都能用：**
 
@@ -122,6 +122,8 @@ MiniMax Code 会自动发现这几个目录里的 Skill（每个 Skill 一个子
 
 [`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 是一份可选的需求管理 stack：谁提的产品或技术需求，谁就和自己的 agent 一起当这条需求的 TPM。受理时先追问该不该做，写死可衡量的预期效果；优先级交给负责人拍板；记下方案决策；按节奏跟进，停滞的显式标出来；上线前过检查项；最后拿证据对照预期效果才关闭。需求正文放飞书文档，状态和流转放飞书项目（Meegle）。目前是 v0，需要 `meegle` 和 `lark-cli`，并先在自己的 Meegle 空间里查一遍字段和状态，见 [`stacks/req-tpm/README_ZH.md`](stacks/req-tpm/README_ZH.md)。
 
+[`stacks/atlas`](stacks/atlas/) 里有 [`magic-move-deck`](stacks/atlas/skills/magic-move-deck/SKILL.md)：把一次架构或流程讲解做成 Keynote 式「神奇移动」演示，每一页都是某张图加一个镜头取景，前后页共有的框和标题直接变形飞过去。agent 先用四种风格（手绘、简约、暗色科技、新野兽派）各出一张样张，你选定后再按这种风格做完整的单文件离线 HTML。
+
 每个 stack 里一般有三类东西：
 
 | 类型 | 是什么 | 怎么用 |
@@ -156,13 +158,14 @@ AI 写代码越来越快，真正拉开差距的，是围绕 agent 的那一圈
 stacks/ronny/               MiniMax Code 研发负责人 Ronny 的日常工作流，第一份，也是目前最完整的一份
 stacks/jiachen/             Jiachen 的工作流：把自己从 agent 的循环里解放出来，以及把笔记做成图文和短视频
 stacks/req-tpm/             可选：需求提出人和自己的 agent 一起当这条需求的 TPM（正文在飞书文档，状态在 Meegle），v0
+stacks/atlas/               Atlas 的工作流：把架构讲解做成「神奇移动」演示，四种风格可选
 stacks/<name>/              每位成员一个目录，欢迎团队同事把自己的也放进来
 notes/                      「MCode 工程笔记」每一篇对应哪一份能跑的东西
 community/                  团队外的 stack，由协作者加进来
 templates/stack-template/   新增 stack 用的模板
 ```
 
-每份 stack 本身也是一个 MiniMax Code 插件包，具体内容见 [`stacks/ronny`](stacks/ronny/)、[`stacks/jiachen`](stacks/jiachen/) 和 [`stacks/req-tpm`](stacks/req-tpm/README_ZH.md)。
+每份 stack 本身也是一个 MiniMax Code 插件包，具体内容见 [`stacks/ronny`](stacks/ronny/)、[`stacks/jiachen`](stacks/jiachen/)、[`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 和 [`stacks/atlas`](stacks/atlas/)。
 
 ## 参与贡献
 
diff --git a/stacks/README.md b/stacks/README.md
index 848392c..0949a60 100644
--- a/stacks/README.md
+++ b/stacks/README.md
@@ -9,6 +9,7 @@ MiniMax Code plugin package.
 | [`ronny`](ronny/) | Ronny, R&D lead | Skills and plain-text checklists |
 | [`jiachen`](jiachen/) | Jiachen, engineer | Skills and a `WORKFLOW.md` |
 | [`req-tpm`](req-tpm/) | MiniMax Code team | Optional, v0: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status). Skills, templates and a `WORKFLOW.md` |
+| [`atlas`](atlas/) | Atlas, engineer | A skill that turns diagram walkthroughs into Magic Move slide decks (four styles, sample first), and a `WORKFLOW.md` |
 
 Teammates are welcome to add their own; see below.
 
diff --git a/stacks/atlas/.claude-plugin/plugin.json b/stacks/atlas/.claude-plugin/plugin.json
new file mode 100644
index 0000000..6734697
--- /dev/null
+++ b/stacks/atlas/.claude-plugin/plugin.json
@@ -0,0 +1,11 @@
+{
+  "name": "atlas",
+  "displayName": "Atlas's MCode Stack",
+  "version": "0.1.0",
+  "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+  "author": {
+    "name": "Atlas (MiniMax Code team)"
+  },
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "repository": "https://github.com/MiniMax-AI/mcode-stack"
+}
diff --git a/stacks/atlas/.codex-plugin/plugin.json b/stacks/atlas/.codex-plugin/plugin.json
new file mode 100644
index 0000000..5c287a3
--- /dev/null
+++ b/stacks/atlas/.codex-plugin/plugin.json
@@ -0,0 +1,28 @@
+{
+  "name": "atlas",
+  "version": "0.1.0",
+  "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+  "author": {
+    "name": "Atlas (MiniMax Code team)"
+  },
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "repository": "https://github.com/MiniMax-AI/mcode-stack",
+  "skills": "./skills/",
+  "interface": {
+    "displayName": "Atlas's MCode Stack",
+    "shortDescription": "Diagram walkthroughs as Magic Move slide decks, in four styles.",
+    "longDescription": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+    "developerName": "Atlas (MiniMax Code team)",
+    "category": "Productivity",
+    "capabilities": [
+      "Read",
+      "Write"
+    ],
+    "websiteURL": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+    "defaultPrompt": [
+      "把这套架构讲解做成 Magic Move 演示，先给我看四种风格的样张",
+      "Make an animated slide deck that walks through our ingestion pipeline",
+      "Switch this deck to the dark neon style and export a 1080p video"
+    ]
+  }
+}
diff --git a/stacks/atlas/.minimax-plugin/plugin.json b/stacks/atlas/.minimax-plugin/plugin.json
new file mode 100644
index 0000000..758d1fd
--- /dev/null
+++ b/stacks/atlas/.minimax-plugin/plugin.json
@@ -0,0 +1,20 @@
+{
+  "schemaVersion": 1,
+  "name": "atlas",
+  "version": "0.1.0",
+  "displayName": "Atlas's MCode Stack",
+  "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+  "author": "Atlas (MiniMax Code team)",
+  "icon": "icon.png",
+  "category": "Productivity",
+  "exampleQueries": [
+    "把这套架构讲解做成 Magic Move 演示，先给我看四种风格的样张",
+    "Make an animated slide deck that walks through our ingestion pipeline",
+    "Switch this deck to the dark neon style and export a 1080p video"
+  ],
+  "apps": [],
+  "mcpServers": [],
+  "skills": [
+    "skills/magic-move-deck/SKILL.md"
+  ]
+}
diff --git a/stacks/atlas/NOTICE.md b/stacks/atlas/NOTICE.md
new file mode 100644
index 0000000..bd0718e
--- /dev/null
+++ b/stacks/atlas/NOTICE.md
@@ -0,0 +1,49 @@
+# Third-party notices
+
+## handdrawn-diagram
+
+[`skills/magic-move-deck/styles/handdrawn/diagram.html`](skills/magic-move-deck/styles/handdrawn/diagram.html)
+is adapted from the template in
+[TrentChou/handdrawn-diagram](https://github.com/TrentChou/handdrawn-diagram):
+its palette, typography, shape helpers and `main()` contract. The other three
+style templates follow the same helper API. Changes for this stack: a 1920×1080
+default canvas, a card palette (`C.card`) and a `glow` entry used by the deck
+engine.
+
+```
+MIT License
+
+Copyright (c) 2026 TrentChou
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+```
+
+## Loaded at run time, not bundled
+
+- [rough.js](https://roughjs.com) 4.6.6 (MIT), loaded from jsDelivr when a
+  diagram is rendered. Built decks contain the SVG it produced, not the
+  library.
+- [Noto Serif SC](https://fonts.google.com/noto/specimen/Noto+Serif+SC)
+  (SIL Open Font License 1.1), loaded from Google Fonts by the hand-drawn
+  template as a fallback when no Songti font is installed.
+- [Playwright](https://playwright.dev) (Apache-2.0) and ffmpeg run the build,
+  screenshot and video scripts; they are installed by the user.
+
+Everything else in this stack is released under the repository's
+[MIT License](../../LICENSE).
diff --git a/stacks/atlas/README.md b/stacks/atlas/README.md
new file mode 100644
index 0000000..cd0386c
--- /dev/null
+++ b/stacks/atlas/README.md
@@ -0,0 +1,68 @@
+# atlas
+
+The stack of Atlas, an engineer on MiniMax Code: one skill that turns an
+architecture or flow walkthrough into a Keynote-style **Magic Move** slide
+deck. Every slide is a diagram seen through a camera, and the boxes, labels
+and titles two slides share morph and fly instead of cross-fading. The agent
+first renders one sample slide in each of four styles; you pick one and it
+builds the whole deck in that style.
+
+| A · Hand-drawn | B · Minimal |
+| --- | --- |
+| ![hand-drawn](skills/magic-move-deck/styles/handdrawn/preview.png) | ![minimal](skills/magic-move-deck/styles/minimal/preview.png) |
+| **C · Dark neon** | **D · Neo-brutalist** |
+| ![neon](skills/magic-move-deck/styles/neon/preview.png) | ![brutalist](skills/magic-move-deck/styles/brutalist/preview.png) |
+
+## Install
+
+In Claude Code, one command installs this stack. In a shell:
+
+```bash
+claude plugin install atlas --marketplace MiniMax-AI/mcode-stack
+```
+
+Inside a session:
+
+```bash
+/plugin install atlas --marketplace MiniMax-AI/mcode-stack
+```
+
+Older Claude Code can add the marketplace first, then install:
+
+```bash
+/plugin marketplace add MiniMax-AI/mcode-stack
+/plugin install atlas@mcode-stack
+```
+
+In Codex, add the marketplace, then install from the Plugins Directory or the CLI:
+
+```bash
+codex plugin marketplace add MiniMax-AI/mcode-stack
+codex plugin add atlas@mcode-stack
+```
+
+In MiniMax Code, copy this whole directory into the local plugin directory
+shown by `mcode plugin marketplace list`, or copy the skill into
+`~/.agents/skills/`. See the [repository README](../../README.md#quick-start).
+
+| Skill | What it does |
+| --- | --- |
+| [`magic-move-deck`](skills/magic-move-deck/SKILL.md) | Plan the storyline (cover → overview → per topic: zoom into its region, detail diagram, three spotlights → overview → closing card), draw one detail diagram, render it in four styles for you to choose, then draw the remaining diagrams in that style and build one offline 1920×1080 HTML deck. Shared elements are matched by name across slides. Screenshots every slide and transition to check the result; optional 4K / 1080p video with background music. |
+
+A complete example deck (a RAG knowledge assistant, 19 slides) with its
+sources, configuration and previews is in
+[`skills/magic-move-deck/examples/rag-assistant/`](skills/magic-move-deck/examples/rag-assistant/).
+
+## Requirements
+
+- Python 3 and Playwright's Chromium:
+  `pip install playwright && playwright install chromium`.
+- `ffmpeg`, only for video export.
+- Network access while diagrams are rendered (rough.js from jsDelivr). The
+  built deck is a single file that works offline.
+- Fonts: Times New Roman and a Songti font for the hand-drawn style (shipped
+  with macOS and Windows); the other styles use the system UI font with
+  PingFang SC, Microsoft YaHei or Noto Sans SC for Chinese.
+
+How this fits into a working day: [`WORKFLOW.md`](WORKFLOW.md). Third-party
+credits: [`NOTICE.md`](NOTICE.md).
diff --git a/stacks/atlas/WORKFLOW.md b/stacks/atlas/WORKFLOW.md
new file mode 100644
index 0000000..4a1a5a3
--- /dev/null
+++ b/stacks/atlas/WORKFLOW.md
@@ -0,0 +1,55 @@
+# Atlas's day with MiniMax Code
+
+> **Draft.** Written from how the agent and I build talk decks today; I will
+> rewrite it in my own words.
+
+Most of my work with the agent is server-side engineering across several
+repositories. Every few weeks part of that work has to be explained to other
+people: an architecture review, a design walkthrough, a team share. That is
+where `magic-move-deck` comes in.
+
+## Slides are diagrams seen through a camera
+
+I don't ask the agent for bullet slides. A deck is one overview diagram plus
+one detail diagram per topic, and every slide is a camera framing on one of
+them. Moving between slides, the boxes and titles both slides share morph to
+their new place, so the audience never loses track of where a detail lives.
+The storyline is fixed: cover, overview, then for each topic "zoom into its
+region, show its detail diagram, spotlight three things", back to the
+overview, closing card. Each spotlight carries one sentence it has to prove;
+a spotlight without a conclusion gets cut.
+
+## Plan in text first
+
+Before anything is drawn, the agent writes the storyline as a list: the deck
+title, each topic's one-line principle, the three conclusions per topic, which
+concepts appear on the overview and which only in a detail diagram. I correct
+that list, not the drawings. The agent also locks each concept to a colour
+role in a binding table, so the same concept looks the same on every slide.
+
+## Pick the look from real samples
+
+The agent draws one representative detail diagram with the real content,
+then renders it in all four styles (hand-drawn, minimal, dark neon,
+neo-brutalist) and shows me the four images. I pick one; nothing else is
+drawn until I do. Because every style template exposes the same helpers, the
+choice costs nothing to change later.
+
+## Review screenshots, not claims
+
+"The deck builds" is not done. The agent screenshots every slide and freezes
+the overview ↔ detail transitions at several points in both directions, then
+looks for text running into text, boxes that should have flown but faded
+(names that did not match), and spotlights that crop their conclusion. It
+fixes the diagram, never the engine, to make one slide look right. I review
+those screenshots before I open the deck myself.
+
+## What stays with me
+
+Which story to tell, the final wording of every conclusion, and anything
+that names an internal system. Decks are written with generic names so they
+can be shared outside the team; publishing or hosting a deck is my call.
+
+| Moment | Skill |
+| --- | --- |
+| A design or architecture needs to be presented | `magic-move-deck` |
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diff --git a/stacks/atlas/plugin.json b/stacks/atlas/plugin.json
new file mode 100644
index 0000000..c26adba
--- /dev/null
+++ b/stacks/atlas/plugin.json
@@ -0,0 +1,11 @@
+{
+  "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
+  "name": "atlas",
+  "version": "0.1.0",
+  "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
+  "author": {
+    "name": "Atlas (MiniMax Code team)"
+  },
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "repository": "https://github.com/MiniMax-AI/mcode-stack"
+}
diff --git a/stacks/atlas/skills/magic-move-deck/SKILL.md b/stacks/atlas/skills/magic-move-deck/SKILL.md
new file mode 100644
index 0000000..78674fc
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/SKILL.md
@@ -0,0 +1,159 @@
+---
+name: magic-move-deck
+description: "Build Keynote-style Magic Move slide decks as one offline 1920×1080 HTML file: every slide is an architecture / flow diagram seen through a camera, and the elements two slides share morph and fly instead of cross-fading. Four visual styles (hand-drawn, minimal, dark neon, neo-brutalist): the agent first renders one sample slide in each style, the user picks one, then the whole deck is built in that style. Also exports 4K / 1080p video. Use for 做演示 / 做 slides / 做 PPT / Magic Move / 神奇移动 / 架构图演示 / 技术分享 deck / 动画 slides / animated architecture walkthrough. Not for bullet-point decks or a single static diagram."
+license: MIT
+compatibility: Python 3 + Playwright Chromium (pip install playwright && playwright install chromium); ffmpeg for video. Rendering diagrams loads rough.js from jsDelivr; the built deck is fully offline.
+---
+
+# Magic Move Deck
+
+成品：一个 1920×1080 的单文件 HTML。每一页都是某张图 + 一个相机取景；前后页共享的元素变形、移动过去。图有四种风格，同一套代码（`main()`）可以在任一风格下渲染，所以先出四张样张让用户挑，再按选中的风格做完整 deck。
+
+```mermaid
+flowchart LR
+  A[故事线与色槽锁定] --> B[画一张代表性细节图]
+  B --> C[styles.py samples<br/>4 种风格各一张]
+  C --> D{用户选风格}
+  D --> E[styles.py apply<br/>其余图用该风格模板]
+  E --> F[build_deck.py<br/>导出每个形状/文字]
+  F --> G[keynote.html<br/>SECTIONS 取景 + match 配对]
+  G --> H[单文件 deck]
+  G --> I[render_video.py<br/>4K/1080p]
+```
+
+## 风格
+
+| id | 名称 | 观感 |
+|---|---|---|
+| `handdrawn` | 手绘 Hand-drawn | rough.js 手绘线条 + 宋体 / Times 印刷字 + 暖米白纸面 |
+| `minimal` | 简约 Minimal | 精确几何 + 圆角卡片 + 无衬线 + 近白底 |
+| `neon` | 暗色科技 Neon | 深蓝底 + 霓虹描边柔光 + 切角面板 |
+| `brutalist` | 新野兽派 Brutalist | 奶油底 + 粗黑描边 + 高饱和平涂 + 硬投影 |
+
+每个风格在 `styles/<id>/`：`diagram.html`（模板）、`STYLE.md`（字体、9 色槽、额外规则）、`preview.png`。`python3 scripts/styles.py list` 列出全部。新增风格见 `references/styles.md`。
+
+## 先读
+
+1. `references/diagram-rules.md` — 与风格无关的画图规则：只画 brief 里的东西、9 个色槽的抽象语义、形状语义、自检清单。
+2. `references/magic-move-contract.md` — deck 原则、三类转场、**命名契约**（决定元素能否变过去）、build 挂钩。**画图前必读。**
+3. `references/styles.md` — 风格系统：样张、切换、模板接口。
+4. `references/bilingual-layout.md`（双语 deck 必读）、`references/cards.md`（封面 / 结束页）、`references/verification.md`（构建输出、截图、视频、分享）。
+5. 完整范例 `examples/rag-assistant/`：图源文件 + CONFIG + `previews/`。动手前看 `previews/overview.jpg`、`previews/01_ingestion.jpg`、`previews/00_cover.jpg`，照抄其 `main()` 写法。
+6. 用户选定风格后读 `styles/<style>/STYLE.md`。
+
+下文 `$SK` 指本 skill 的目录（`SKILL.md` 所在目录）。
+
+## 硬规则
+
+1. **先样张，后整套。** 四种风格各出一张样张（同一张图），交给用户选；用户选定前不画其余的图、不构建 deck。用户已经指定风格时跳过样张。
+2. **素材只来自图。** 不加额外 slide，不在图上叠卡片、提示或页码；要说的画进图里。整套 deck 只用一种风格。
+3. **相关元素变形过去，不复制、不整图交叉淡化。** 同一概念在总览和细节图里用同一个名字（节点 = 闭合形状 + 框内文字，名字取第一行加粗中文，否则第一行）；分区用 `frame()` + 标签。
+4. **简略 → 详细：** 概念框放大、细节从框里长出；**详细 → 简略：** 细节淡出、缩回概念。细节画在所属概念框内。
+5. **helper 一个都不改、不绕开。** 复制 `styles/<style>/diagram.html` 后只改 `main()`；直接用 `ctx` 画的东西进不了 deck。`main()` 里颜色和字体只用模板常量（`C.<slot>`、`LABEL_BG`、`FONT_TI`），这样换风格不用重画。
+6. **故事线固定：** `[cv] → ov → (ov 聚焦该区域 → 细节图全图 → 3 个聚光点) × N → ov → [end]`，每个聚光点注释一句结论。
+7. **只画 brief 里有的东西**；对外 deck 不写内部服务名 / 代号，用通用名。
+8. 生成物与源文件一起提交；改了图跑 `build_deck.py`，只改 `keynote.html` 跑 `build_deck.py --bundle`。
+
+## 工作流
+
+### 1. 规划故事线
+
+先写成清单再动手：
+
+- 总标题（中英）；N 个主题（3–8 个），每个主题一句原则 + 圈号 ①…；每个主题 3 个聚光点各一句结论。
+- 哪些概念出现在总览、哪些只在细节图里出现；总览上每个主题对应哪块区域（这块区域就是 `SECTIONS[].ov`）。
+- 封面 / 结束页要不要、放什么（团队、分享人、二维码、截图）。
+- 语言：双语（英文为主）/ 纯中文 / 纯英文。
+
+### 2. 锁定概念色槽
+
+整套 deck 是一个系列：复制 `templates/diagram-binding.md`，写「概念 → 色槽 → 形状」，之后只追加不改。绑定的是色槽（`C.agent` 等），不是具体颜色，所以和风格无关。范例：`examples/rag-assistant/diagram-binding.md`。
+
+### 3. 建项目
+
+```
+<project>/
+  overview.html              # 总览 'ov'，大画布（约 16:9，如 2400×1400）
+  details/00_cover.html      # 'cv'（可选）
+  details/01_<topic>.html …  # 细节图 'd1'…，1920×1080
+  details/99_end.html        # 'end'（可选）
+  details/assets/            # 卡片用的图片、二维码
+  diagram-binding.md
+  style-samples/             # 第 4 步的样张（可不提交）
+  presentation/              # 拷入 templates/keynote.html 与 scripts/build_deck.py、snapshot_deck.py、render_video.py
+```
+
+```bash
+mkdir -p presentation details/assets
+cp $SK/templates/keynote.html $SK/scripts/{build_deck,snapshot_deck,render_video}.py presentation/
+```
+
+### 4. 风格样张（四选一）
+
+1. 挑最能代表这套 deck 的一张细节图（通常是第一个主题），用正式内容画完整：`cp $SK/styles/handdrawn/diagram.html details/01_<topic>.html`，`main()` 从 `templates/detail-main.js` 起步（任一风格模板都行，样张只取 `main()`）。按 `diagram-rules.md` 自检。
+2. 渲染四种风格：
+
+   ```bash
+   python3 $SK/scripts/styles.py samples details/01_<topic>.html --out style-samples
+   ```
+
+   输出 `style-samples/<style>.png`（每种风格一张）和 2×2 的 `contact-sheet.png`（标注 A–D）。
+3. 逐张看四张 PNG。某个风格下文字溢出或压线时，调 `main()` 的尺寸、留白（不写死外观），重新渲染，直到四张都干净。
+4. 把四张样张发给用户（每种风格一张图，附 `STYLE.md` 的一句话描述），请用户选一种；有提问工具时用选项 A–D 提问。然后**停下等回复**。用户可以要求微调（换卡片品牌色 → `references/cards.md`；全新风格 → `references/styles.md`「新增一个风格」）。
+
+### 5. 应用所选风格
+
+```bash
+python3 $SK/scripts/styles.py apply <style> details/01_<topic>.html
+```
+
+读 `styles/<style>/STYLE.md`。之后每张图都从 `cp $SK/styles/<style>/diagram.html <file>` 开始，只改尺寸和 `main()`。
+
+### 6. 画总览 `ov`
+
+- 改 `.stage` 和 `<canvas id="c">` 尺寸（宽高比接近 16:9 或稍高；全部主题都要放得下）。
+- 左上角 `title()` 是总标题（封面标题的词会飞到这里）。
+- 每个主题一块区域：`frame()` 分区，标签带 `ZONES` 关键词；区域内是该主题的概念框。
+- 每个主题一个以圈号开头的原则小标题（英文）+ 正下方一行中文，放在**该主题区域（`SECTIONS[].ov`）之外**，如区域上方的一条标题带（见范例总览）。放进区域里，飞向细节图标题时中文行会横穿英文行。
+- 总览只放每个概念的名字和最少的细项，细节留给细节图。
+
+### 7. 画其余细节图 `d2…dN`
+
+- 1920×1080，`main()` 从 `templates/detail-main.js` 起步。
+- 标题：恰好两次 `title()`，英文以对应圈号开头，再中文（单语 deck 一次）。中文标题与总览小标题下方那行中文**完全相同**，否则两段文字交叉淡化，转场中途看起来是重影。
+- 与总览共享的概念用**同名**节点 / 分区；只在细节图出现的内容画在所属概念框里。
+- 每张图渲染成 PNG 目检（`diagram-rules.md`「渲染与自检」）。
+
+### 8. 卡片 `cv` / `end`（可选）
+
+`main()` 从 `templates/card-main.js` 起步；颜色来自所选风格的 `C.card`，规则见 `references/cards.md`。卡片标题尽量复用总览标题的词；结束页标题与封面相同。
+
+### 9. 填 CONFIG 并构建
+
+- `presentation/build_deck.py`：`DECK_NAME`、`SOURCES`（键 → 相对项目根的路径；`ov` 必须有）。
+- `presentation/keynote.html` CONFIG 块：`SECTIONS`（`d`、总览区域 `ov`、3 个 `spots`，单位都是该图画布像素，坐标从 `main()` 里的绘制坐标读）与 `ZONES`（按你的分区关键词改）；改 `<title>`。底色、字体、发光、封面毛玻璃自动跟随风格，不用改 CSS。
+- `presentation/render_video.py`：`VIDEO_NAME`、`hold_seconds()`。
+
+```bash
+cd presentation && python3 build_deck.py      # → assets/deck_data.js + <DECK_NAME>.html
+```
+
+看每张图的 `nodes` / `keyed` 是否合理（见 `references/verification.md`）。
+
+### 10. 验证
+
+```bash
+python3 snapshot_deck.py keynote.html --out /tmp/shots --slides
+python3 snapshot_deck.py keynote.html --out /tmp/shots --trans 1-2,2-1,2-3,3-2 --p 0.06,0.2,0.35,0.5
+python3 snapshot_deck.py <DECK_NAME>.html --offline
+```
+
+逐张看截图：字压字、框穿字、元素该飞没飞（名字没对上）、聚光点取景。改图修正，不改引擎去迁就某张图。完整清单见 `references/verification.md`。
+
+### 11. 交付
+
+把单文件 `presentation/<DECK_NAME>.html` 交给用户（附 2–3 张关键截图）；需要视频时 `python3 render_video.py music.mp3`。部署到任何线上托管前先征得同意（`references/verification.md` §5）。
+
+## 引擎说明
+
+`templates/keynote.html` 只读 `build_deck.py` 导出的数据：项目配置集中在 CONFIG 块（`SECTIONS`、`ZONES`）；`cv` / `end` 可选；圈号 ①–⑳；主题（纸色、字体、形状发光、封面毛玻璃）来自图所用的风格模板。四种风格共享同一引擎和同一套命名契约，换风格不影响配对结果（节点数、节点名不变）。
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md
new file mode 100644
index 0000000..3ad21d2
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md
@@ -0,0 +1,104 @@
+# 示例：检索增强问答助手是怎样回答问题的
+
+一个中立的完整范例：讲一个 RAG（检索增强生成）知识问答助手从入库到作答的全过程，只用通用概念（文档、解析、切块、向量模型、向量索引、关键词索引、查询改写、混合检索、重排序、提示词组装、大模型、引用、拒答护栏）。`handdrawn` 风格，中英双语（英文在上、中文在下）。
+
+19 页：封面 → 总览 → 3 个主题 × 5 页（总览聚焦该区 → 细节图全图 → 3 个聚光点）→ 总览 → 结束页。
+
+| 主题 | 总览原则小标题 | 细节图 |
+|---|---|---|
+| ① 离线入库 | ① Every chunk keeps its source / 每个片段都带着来源 | `details/01_ingestion.html` |
+| ② 在线检索 | ② Recall wide, then rank narrow / 先广召回，再精排序 | `details/02_retrieval.html` |
+| ③ 回答生成 | ③ Answer only from evidence / 只依据证据作答 | `details/03_generation.html` |
+
+`previews/` 是成品截图（1920×1080 JPEG）：`00_cover`、`overview`、`01_ingestion`、`02_retrieval`、`03_generation`、`99_end`，以及两张转场中间帧 `trans_overview_to_d1`（总览 ① 区 → 细节图，p = 0.55）、`trans_d1_to_spot`（细节图 → 第 1 个聚光点，p = 0.5）。
+
+## 复现
+
+把本目录当项目根目录，拷入引擎和脚本，再按下面填 CONFIG：
+
+```bash
+SK=/path/to/magic-move-deck      # 技能目录（SKILL.md 所在目录）
+mkdir presentation
+cp $SK/templates/keynote.html $SK/scripts/build_deck.py $SK/scripts/snapshot_deck.py presentation/
+cd presentation && python3 build_deck.py      # → assets/deck_data.js + rag_assistant_deck.html
+```
+
+构建输出应为（每个画出的节点都拿到名字）：
+
+```
+cv: 1920x1080  shapes=3 texts=7 images=0 nodes=1 keyed=1
+ov: 2400x1510  shapes=42 texts=98 images=0 nodes=15 keyed=15
+d1: 1920x1080  shapes=18 texts=62 images=0 nodes=6 keyed=6
+d2: 1920x1080  shapes=27 texts=66 images=0 nodes=11 keyed=11
+d3: 1920x1080  shapes=23 texts=70 images=0 nodes=7 keyed=7
+end: 1920x1080  shapes=3 texts=9 images=0 nodes=1 keyed=1
+```
+
+换风格：`python3 $SK/scripts/styles.py apply neon overview.html details/*.html` 后重新构建即可，`main()` 不用改。
+
+## build_deck.py
+
+```python
+DECK_NAME = 'rag_assistant_deck'
+SOURCES = [
+    ('cv', 'details/00_cover.html'),
+    ('ov', 'overview.html'),
+    ('d1', 'details/01_ingestion.html'),
+    ('d2', 'details/02_retrieval.html'),
+    ('d3', 'details/03_generation.html'),
+    ('end', 'details/99_end.html'),
+]
+```
+
+## keynote.html
+
+`<title>RAG Knowledge Assistant · 检索增强问答助手</title>`
+
+```js
+const SECTIONS = [
+  { d: 'd1', ov: [30, 340, 740, 1060], spots: [
+    [60, 230, 890, 330],      // 先清洗、保留文档结构，再切块
+    [60, 600, 1260, 420],     // 每个片段都带着出处、章节和访问权限
+    [1400, 230, 460, 790] ] },// 同一批片段写入两种索引：语义 + 精确词
+  { d: 'd2', ov: [800, 340, 780, 1060], spots: [
+    [60, 230, 380, 580],      // 追问先改写成能独立检索的查询
+    [425, 225, 890, 830],     // 两路召回，按用户权限过滤后再合并
+    [1365, 225, 495, 590] ] },// 重排序只留下最相关的几段
+  { d: 'd3', ov: [1610, 340, 760, 1060], spots: [
+    [470, 260, 560, 630],     // 提示词 = 问题 + 编号证据 + 指令
+    [1090, 255, 770, 635],    // 大模型作答，每句结论都标注 [n] 来源
+    [1095, 480, 765, 200] ] },// 证据不足就拒答，不编造
+];
+const ZONES = [
+  [/入库|Ingestion/, 'I'],
+  [/检索|Retrieval/, 'R'],
+  [/生成|Generation/, 'G'],
+];
+```
+
+## 概念颜色锁定（diagram-binding）
+
+完整表与裁决理由见 `diagram-binding.md`。
+
+| 色槽 | 概念 |
+|---|---|
+| `C.user` | 用户 |
+| `C.memory` | 文档 · 向量索引 · 关键词索引 · Top-k 片段 |
+| `C.tools` | 解析清洗 · 切块（片段卡片）· 离线入库分区 |
+| `C.subagent` | 向量模型 · 重排序 |
+| `C.agent` | 查询改写 · 混合检索（主角，加粗）· 合并去重 · 权限过滤 · 两路召回 · 提示词组装 · 证据检查 · 在线检索分区 |
+| `C.llm` | 大模型 · 回答生成分区 |
+| `C.im` | 带引用的回答 |
+| `C.error` | 拒答（六边形 + 红色虚线） |
+| `C.flow` | 所有正常箭头 |
+
+## 值得照抄的写法
+
+| 文件 | 看什么 |
+|---|---|
+| `overview.html` | 2400×1510 总览；3 个 `frame()` 分区，`fl()` 标签以圈号结尾；原则小标题「① English」+ 正下方中文行放在分区**上方**一条横带里，落在所有 `SECTIONS[].ov` 之外：聚焦页上它们在画面外，飞成细节图标题时两行都从上方进来，提早落位的中文行不必横穿英文行；8 色 > 5，底部 `legend()` |
+| `details/01_ingestion.html` | 细节图骨架：`bl` / `fl` / `btext` / `bnode` 本地函数；中文标题与总览小标题下那行**完全同文**，转场是同一行文字变形而不是两段文字交叉淡化；总览上的竖排链条在细节图里改成横向布局，同名框照样飞过去；`taskCard()` 片段卡片画在「切块」框里，转场时从框里长出 |
+| `details/02_retrieval.html` | 框里套框（混合检索里的召回 → 权限过滤 → 合并）；另一主题的分区（离线入库的两个索引）以同名小分区出现，总览上的大分区缩成它；关键词 / 向量的左右顺序与总览一致，飞行中两个索引不交叉 |
+| `details/03_generation.html` | `stack()` 堆叠框（Top-k 片段）；回答在上、大模型在下，与总览的纵向顺序一致，避免两框在转场中相撞；证据检查 → 红色虚线 → 拒答六边形（「拒答 · 说「不知道」」与总览「拒答」按 ` · ` 前的部分配对）；超过 5 色时的 `legend()` |
+| `details/00_cover.html` | 卡片：颜色全部来自 `C.card`；标题「RAG Knowledge Assistant」/「检索增强问答助手」的每个词都在总览标题里，封面 → 总览时全部飞行；副题写成普通 `plain()`，不占 `title()` |
+| `details/99_end.html` | 结束卡片：标题与封面相同（64 / 38 px）；三条要点换了措辞，避免和总览小标题同文配对 |
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
new file mode 100644
index 0000000..682a68d
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
@@ -0,0 +1,298 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Opening card ('cv'), 1920×1080, from templates/card-main.js.
+  // Colours come from the style's C.card; the frosted glass behind the card is applied by keynote.html.
+  // Contract with keynote.html:
+  //   - the card is the LARGEST shape in this diagram (keynote's frosted #card pane is sized from it);
+  //   - its title is drawn with title(): every word also in the overview title ("RAG Knowledge Assistant",
+  //     「检索增强问答助手」) flies there, CJK line ↔ CJK line, Latin line ↔ Latin line;
+  //   - the closing card repeats this title, so overview → end replays the cover move backwards.
+  const K = C.card;
+  C.title = K.title;                    // title() reads C.title at call time
+  const W = canvas.width, cx = W / 2;
+  const centered = (text, size) => { ctx.font = `700 ${size}px ${FONT_TI}`; return cx - ctx.measureText(text).width / 2; };
+
+  box(330, 249, 1260, 580, { stroke: K.stroke, fill: K.fill });
+
+  const en = 'RAG Knowledge Assistant', zh = '检索增强问答助手';
+  title(en, centered(en, 72), 446, 72);
+  title(zh, centered(zh, 44), 514, 44);
+  rc.line(cx - 290, 557, cx + 290, 557, { stroke: K.accent, strokeWidth: 2.2, roughness: 1.1, bowing: 1 });
+  plain({ text: `How it answers a question&emsp;<span style="font-size:19px">它是怎样回答问题的</span>`,
+          x: cx - 500, y: 578, w: 1000, color: K.text, size: 24 });
+
+  lbl({ text: 'Example Team', sub: '示例团队', x: cx - 470, y: 652, w: 420, color: K.muted, size: 32, subSize: 19 });
+  rc.line(cx, 654, cx, 724, { stroke: K.accent, strokeWidth: 1.6, roughness: 1.2 });
+  lbl({ text: 'Your Name', sub: '分享人', x: cx + 50, y: 652, w: 420, color: K.muted, size: 32, subSize: 19 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
new file mode 100644
index 0000000..828061e
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
@@ -0,0 +1,387 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Detail d1 · ① Ingestion, 1920×1080.
+  // Concept color binding (see diagram-binding.md):
+  //   C.memory   = 文档 · 向量索引 · 关键词索引
+  //   C.tools    = 解析清洗 · 切块 (main subject here)
+  //   C.subagent = 向量模型
+  //   C.flow     = all normal arrows
+
+  // ---------- Bilingual helpers (pairs are always passed as (中文, English); English leads, larger) ----------
+  // Two-line label: English line, then a smaller Chinese line under it.
+  const bl = (zh, en, zhSize = 13) => `${en}<br><span style="font-size:${zhSize}px">${zh}</span>`;
+  // One-line label "English<em space>中文" — every frame() label uses it (build_deck.py splits on the em space).
+  const fl = (zh, en) => `${en}&emsp;<span style="font-size:14px">${zh}</span>`;
+  // Shrink the last label to its text width, so its ivory background only masks what it covers.
+  const fitLast = () => { L.lastChild.style.width = 'max-content'; };
+  // Block centered in (x, y, w, h): EN title / smaller CN title / detail pairs (EN over smaller CN; 'gap' = spacer).
+  // The CN title is the node's pairing name: keep it the first bold CJK line inside the box.
+  const btext = (x, y, w, h, color, [tz, te], subs = [], o = {}) => {
+    const size = o.size || 22, zhSize = o.zhSize || Math.round(size * 0.68);
+    const subSize = o.subSize || 15, zhSubSize = o.zhSubSize || 13, pairGap = o.pairGap || 4;
+    let html = `<div class="ti" style="font-size:${size}px">${te || tz}</div>`;
+    if (te) html += `<div class="ti" style="font-size:${zhSize}px;margin-top:1px">${tz}</div>`;
+    let pending = 0, first = true;
+    subs.forEach((s) => {
+      if (s === 'gap') { pending += 12; return; }
+      const [sz, se] = s, mt = (first ? 8 : pairGap) + pending;
+      first = false; pending = 0;
+      html += `<div style="margin-top:${mt}px;opacity:.88">` +
+              `<div style="font-size:${subSize}px">${se || sz}</div>` +
+              (se ? `<div style="font-size:${zhSubSize}px">${sz}</div>` : '') + `</div>`;
+    });
+    plain({ text: html, x, y, w, color: color.stroke, size: subSize });
+    L.lastChild.style.top = y + (h - L.lastChild.offsetHeight) / 2 + 'px';   // measured: a wrapped line stays centered
+  };
+  // Node = box + centered bilingual block. Main subject: bigger box + { box: { strokeWidth: 3.2 } }.
+  const bnode = (x, y, w, h, color, t, subs, o = {}) => {
+    box(x, y, w, h, color, o.box || {});
+    btext(x, y, w, h, color, t, subs, o);
+  };
+  const RED = { stroke: C.error.stroke, strokeLineDash: [10, 7] };
+  // Polyline with an arrowhead on the last segment (o = arrow options, e.g. RED)
+  const route = (pts, o = {}) => {
+    const lo = Object.assign({ stroke: C.flow, strokeWidth: 2 }, o);
+    for (let i = 0; i < pts.length - 2; i++) rc.line(pts[i][0], pts[i][1], pts[i + 1][0], pts[i + 1][1], lo);
+    const n = pts.length;
+    arrow(pts[n - 2][0], pts[n - 2][1], pts[n - 1][0], pts[n - 1][1], o);
+  };
+  // Stacked boxes = several instances of one concept (the deck treats the stack as one node)
+  const stack = (x, y, w, h, color) => {
+    box(x + 24, y - 20, w, h, color, { strokeWidth: 1.8 });
+    box(x + 12, y - 10, w, h, color, { strokeWidth: 2 });
+    box(x, y, w, h, color);
+  };
+
+  // ---------- Title: exactly two title() calls — English (starts with ①), then Chinese ----------
+  const head = '① Every chunk keeps its source';
+  ctx.font = `700 40px ${FONT_TI}`;
+  const headW = ctx.measureText(head).width + 24;
+  title(head, 60, 66, 40);
+  title('每个片段都带着来源', 60 + headW, 66, 28);   // same text as the overview line under ①: it morphs, no cross-fade
+  subtitle('Documents are parsed, cleaned and cut into chunks; every chunk carries its source, section and access rights into two indexes.', 60, 104, 21);
+  subtitle('文档经解析清洗后切成片段；每个片段带着出处、章节和访问权限，一起写入向量索引和关键词索引', 60, 134, 18);
+
+  // ---------- Zone (same name as the overview zone, so it morphs) ----------
+  frame(40, 200, 1840, 840, C.tools, fl('离线入库 · 片段与索引', 'Ingestion · chunks and indexes'), 10); fitLast();
+
+  // ---------- Documents → parse & clean ----------
+  stack(80, 270, 316, 270, C.memory);
+  btext(80, 270, 316, 270, C.memory, ['文档', 'Documents'],
+        [['PDF · Word 文件', 'PDF · Word files'], ['网页 · 知识库页面', 'Web · wiki pages'], 'gap', ['新增或修改时增量同步', 'Synced on add or change']],
+        { size: 28, zhSize: 19, subSize: 16, zhSubSize: 14, pairGap: 8 });
+  bnode(510, 250, 420, 290, C.tools, ['解析清洗', 'Parse & clean'],
+        [['抽取正文、表格和标题', 'Extract text, tables, headings'], ['去掉页眉页脚和导航', 'Drop headers, footers, menus'], ['保留章节层级', 'Keep the section outline']],
+        { size: 28, zhSize: 19, subSize: 16, zhSubSize: 14, pairGap: 8 });
+  arrow(422, 395, 508, 395);
+
+  // ---------- Chunking: the main subject; every chunk card shows what travels with it ----------
+  box(80, 620, 1220, 380, C.tools, { strokeWidth: 3.2 });
+  btext(80, 630, 1220, 120, C.tools, ['切块', 'Chunking'],
+        [['按标题切分 · 每段约 500 token · 前后少量重叠', 'Split along headings · about 500 tokens each · small overlap']],
+        { size: 30, zhSize: 20, subSize: 17, zhSubSize: 14 });
+  arrow(720, 542, 720, 618);
+  const chunks = [
+    ['12', 'guide.pdf · p.4', '3.2 Refunds', 'all staff', '全员'],
+    ['13', 'guide.pdf · p.5', '3.3 Exchanges', 'all staff', '全员'],
+    ['87', 'contract.docx · p.2', '1.4 Liability', 'legal team', '法务组'],
+  ];
+  const row = (en, zh, v) => `<div style="margin-top:6px">${en}&ensp;<span style="font-size:13px">${zh}</span>&ensp;·&ensp;${v}</div>`;
+  chunks.forEach(([id, src, sec, acc, accZh], i) => {
+    const x = 120 + i * 400, y = 780;
+    taskCard(x, y, 340, 175, C.tools);
+    plain({ text: `<div class="ti" style="font-size:19px">Chunk ${id}&emsp;<span style="font-size:15px">片段 ${id}</span></div>` +
+                  row('text', '正文', '~500 tokens') + row('source', '来源', src) + row('section', '章节', sec) +
+                  row('access', '权限', `${acc} ${accZh}`),
+            x: x + 20, y: y + 16, w: 300, color: C.tools.stroke, size: 16, align: 'left' });
+  });
+
+  // ---------- Embedding model → vector index; raw text → keyword index ----------
+  bnode(1420, 250, 420, 220, C.subagent, ['向量模型', 'Embedding model'],
+        [['把每段文字变成向量', 'Turns each chunk into a vector'], ['查询也用同一个模型', 'Queries use the same model']],
+        { size: 28, zhSize: 19, subSize: 16, zhSubSize: 14, pairGap: 8 });
+  route([[1250, 618], [1250, 360], [1418, 360]]);
+  plain({ text: bl('片段正文', 'Chunk text'), x: 1262, y: 314, w: 150, color: C.flow, size: 15 });
+
+  bnode(1420, 560, 420, 220, C.memory, ['向量索引', 'Vector index'],
+        [['向量 + 片段编号 + 元数据', 'Vector + chunk ID + metadata'], ['按语义找近邻', 'Finds neighbours by meaning']],
+        { size: 28, zhSize: 19, subSize: 16, zhSubSize: 14, pairGap: 8 });
+  arrow(1630, 472, 1630, 558);
+
+  bnode(1420, 840, 420, 160, C.memory, ['关键词索引', 'Keyword index'],
+        [['词项 → 片段编号 + 元数据', 'Terms → chunk IDs + metadata'], ['精确命中术语和编号', 'Exact hits on terms and codes']],
+        { size: 24, zhSize: 17, subSize: 16, zhSubSize: 14 });
+  arrow(1302, 920, 1418, 920);
+  plain({ text: bl('原文', 'Raw text'), x: 1310, y: 874, w: 100, color: C.flow, size: 15 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html
new file mode 100644
index 0000000..90df8ef
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html
@@ -0,0 +1,384 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Detail d2 · ② Retrieval, 1920×1080.
+  // Concept color binding (see diagram-binding.md):
+  //   C.user     = 用户
+  //   C.agent    = 查询改写 · 混合检索 (main subject) · 合并去重 · 权限过滤 · 向量召回 · 关键词召回
+  //   C.subagent = 重排序
+  //   C.memory   = 向量索引 · 关键词索引 · Top-k 片段
+  //   C.tools    = 离线入库 zone (built in ①)
+  //   C.flow     = all normal arrows
+
+  // ---------- Bilingual helpers (pairs are always passed as (中文, English); English leads, larger) ----------
+  // Two-line label: English line, then a smaller Chinese line under it.
+  const bl = (zh, en, zhSize = 13) => `${en}<br><span style="font-size:${zhSize}px">${zh}</span>`;
+  // One-line label "English<em space>中文" — every frame() label uses it (build_deck.py splits on the em space).
+  const fl = (zh, en) => `${en}&emsp;<span style="font-size:14px">${zh}</span>`;
+  // Shrink the last label to its text width, so its ivory background only masks what it covers.
+  const fitLast = () => { L.lastChild.style.width = 'max-content'; };
+  // Block centered in (x, y, w, h): EN title / smaller CN title / detail pairs (EN over smaller CN; 'gap' = spacer).
+  // The CN title is the node's pairing name: keep it the first bold CJK line inside the box.
+  const btext = (x, y, w, h, color, [tz, te], subs = [], o = {}) => {
+    const size = o.size || 22, zhSize = o.zhSize || Math.round(size * 0.68);
+    const subSize = o.subSize || 15, zhSubSize = o.zhSubSize || 13, pairGap = o.pairGap || 4;
+    let html = `<div class="ti" style="font-size:${size}px">${te || tz}</div>`;
+    if (te) html += `<div class="ti" style="font-size:${zhSize}px;margin-top:1px">${tz}</div>`;
+    let pending = 0, first = true;
+    subs.forEach((s) => {
+      if (s === 'gap') { pending += 12; return; }
+      const [sz, se] = s, mt = (first ? 8 : pairGap) + pending;
+      first = false; pending = 0;
+      html += `<div style="margin-top:${mt}px;opacity:.88">` +
+              `<div style="font-size:${subSize}px">${se || sz}</div>` +
+              (se ? `<div style="font-size:${zhSubSize}px">${sz}</div>` : '') + `</div>`;
+    });
+    plain({ text: html, x, y, w, color: color.stroke, size: subSize });
+    L.lastChild.style.top = y + (h - L.lastChild.offsetHeight) / 2 + 'px';   // measured: a wrapped line stays centered
+  };
+  // Node = box + centered bilingual block. Main subject: bigger box + { box: { strokeWidth: 3.2 } }.
+  const bnode = (x, y, w, h, color, t, subs, o = {}) => {
+    box(x, y, w, h, color, o.box || {});
+    btext(x, y, w, h, color, t, subs, o);
+  };
+  const RED = { stroke: C.error.stroke, strokeLineDash: [10, 7] };
+  // Polyline with an arrowhead on the last segment (o = arrow options, e.g. RED)
+  const route = (pts, o = {}) => {
+    const lo = Object.assign({ stroke: C.flow, strokeWidth: 2 }, o);
+    for (let i = 0; i < pts.length - 2; i++) rc.line(pts[i][0], pts[i][1], pts[i + 1][0], pts[i + 1][1], lo);
+    const n = pts.length;
+    arrow(pts[n - 2][0], pts[n - 2][1], pts[n - 1][0], pts[n - 1][1], o);
+  };
+  // Stacked boxes = several instances of one concept (the deck treats the stack as one node)
+  const stack = (x, y, w, h, color) => {
+    box(x + 24, y - 20, w, h, color, { strokeWidth: 1.8 });
+    box(x + 12, y - 10, w, h, color, { strokeWidth: 2 });
+    box(x, y, w, h, color);
+  };
+  const BIG = { size: 26, zhSize: 18, subSize: 16, zhSubSize: 14, pairGap: 8 };
+  const SMALL = { size: 20, zhSize: 15, subSize: 15, zhSubSize: 13 };
+
+  // ---------- Title: exactly two title() calls — English (starts with ②), then Chinese ----------
+  const head = '② Recall wide, then rank narrow';
+  ctx.font = `700 40px ${FONT_TI}`;
+  const headW = ctx.measureText(head).width + 24;
+  title(head, 60, 66, 40);
+  title('先广召回，再精排序', 60 + headW, 66, 28);   // same text as the overview line under ②: it morphs, no cross-fade
+  subtitle('The question is rewritten into a standalone query, searched two ways within the user\'s permissions, merged, then reranked down to a few chunks.', 60, 104, 21);
+  subtitle('问题先改写成能独立检索的查询，在用户权限内两路召回、合并，再重排序到最相关的几个片段', 60, 134, 18);
+
+  // ---------- Zones ----------
+  frame(40, 200, 1840, 630, C.agent, fl('在线检索 · 每次提问', 'Retrieval · on every question'), 10); fitLast();
+  frame(430, 870, 860, 170, C.tools, fl('离线入库', 'Ingestion'), 10); fitLast();
+
+  // ---------- User → query rewrite ----------
+  bnode(80, 250, 280, 170, C.user, ['用户', 'User'], [['在对话里追问', 'Follows up in a chat'], ['「那要多久？」', '"How long does it take?"']], BIG);
+  bnode(80, 500, 280, 290, C.agent, ['查询改写', 'Query rewrite'],
+        [['补全对话上下文', 'Fills in chat context'], ['「退款需要多久？」', '"How long does a refund take?"'], 'gap', ['补充同义词', 'Adds synonyms']], BIG);
+  arrow(220, 422, 220, 498);
+  plain({ text: bl('提问', 'Question'), x: 232, y: 438, w: 100, color: C.flow, size: 15, align: 'left' });
+
+  // ---------- Hybrid search: two recalls → permission filter → merge ----------
+  box(440, 240, 860, 560, C.agent, { strokeWidth: 3.2 });
+  btext(440, 250, 860, 80, C.agent, ['混合检索', 'Hybrid search'], [], { size: 28, zhSize: 19 });
+  bnode(480, 345, 780, 100, C.agent, ['合并去重', 'Merge & dedupe'],
+        [['倒数排名融合 · 约 100 个候选', 'Reciprocal rank fusion · about 100 candidates']], SMALL);
+  bnode(480, 475, 780, 95, C.agent, ['权限过滤', 'Permission filter'],
+        [['只保留这位用户有权读的片段', 'Keeps only chunks this user may read']], SMALL);
+  // keyword left, vector right: the same order as the two indexes on the overview, so nothing crosses mid-flight
+  bnode(480, 610, 370, 160, C.agent, ['关键词召回', 'Keyword recall'], [['词项匹配的 50 段', 'Top 50 by terms']], SMALL);
+  bnode(890, 610, 370, 160, C.agent, ['向量召回', 'Vector recall'], [['语义最近的 50 段', 'Top 50 by meaning']], SMALL);
+  arrow(665, 608, 665, 572);
+  arrow(1075, 608, 1075, 572);
+  arrow(870, 473, 870, 447);
+  arrow(362, 690, 438, 690);
+  plain({ text: bl('查询', 'Query'), x: 362, y: 646, w: 76, color: C.flow, size: 15 });
+  route([[362, 335], [405, 335], [405, 522], [478, 522]]);
+  plain({ text: bl('身份', 'Identity'), x: 362, y: 290, w: 80, color: C.flow, size: 15 });
+
+  // ---------- Indexes built offline in ① ----------
+  bnode(470, 905, 370, 110, C.memory, ['关键词索引', 'Keyword index'], [['倒排 · 精确词', 'Inverted · exact terms']], SMALL);
+  bnode(880, 905, 370, 110, C.memory, ['向量索引', 'Vector index'], [['语义近邻', 'Semantic neighbours']], SMALL);
+  arrow(655, 903, 655, 772);
+  arrow(1065, 903, 1065, 772);
+
+  // ---------- Reranker → top-k ----------
+  bnode(1380, 240, 460, 240, C.subagent, ['重排序', 'Reranker'],
+        [['对「问题, 片段」逐对打分', 'Scores each (question, chunk) pair'], 'gap', ['约 100 → 3', 'about 100 → 3']], BIG);
+  arrow(1262, 395, 1378, 395);
+  plain({ text: bl('约 100 段', '~100'), x: 1302, y: 350, w: 76, color: C.flow, size: 15 });
+  stack(1380, 590, 436, 200, C.memory);
+  btext(1380, 590, 436, 200, C.memory, ['Top-k 片段', 'Top-k chunks'],
+        [['3 段 · 带编号和来源', '3 chunks · with IDs and sources'], ['留给回答引用', 'Kept for citations']], BIG);
+  arrow(1610, 482, 1610, 566);
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html
new file mode 100644
index 0000000..a6a7de1
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html
@@ -0,0 +1,399 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Detail d3 · ③ Generation, 1920×1080.
+  // Concept color binding (see diagram-binding.md):
+  //   C.memory = Top-k 片段          C.user  = 用户
+  //   C.agent  = 提示词组装 (main subject) · 证据检查
+  //   C.llm    = 大模型               C.im    = 带引用的回答
+  //   C.error  = 拒答 (red dashed exception path)
+  //   C.flow   = all normal arrows
+  // 6 colors > 5 → legend() at the bottom.
+
+  // ---------- Bilingual helpers (pairs are always passed as (中文, English); English leads, larger) ----------
+  // Two-line label: English line, then a smaller Chinese line under it.
+  const bl = (zh, en, zhSize = 13) => `${en}<br><span style="font-size:${zhSize}px">${zh}</span>`;
+  // One-line label "English<em space>中文" — every frame() label uses it (build_deck.py splits on the em space).
+  const fl = (zh, en) => `${en}&emsp;<span style="font-size:14px">${zh}</span>`;
+  // Shrink the last label to its text width, so its ivory background only masks what it covers.
+  const fitLast = () => { L.lastChild.style.width = 'max-content'; };
+  // Block centered in (x, y, w, h): EN title / smaller CN title / detail pairs (EN over smaller CN; 'gap' = spacer).
+  // The CN title is the node's pairing name: keep it the first bold CJK line inside the box.
+  const btext = (x, y, w, h, color, [tz, te], subs = [], o = {}) => {
+    const size = o.size || 22, zhSize = o.zhSize || Math.round(size * 0.68);
+    const subSize = o.subSize || 15, zhSubSize = o.zhSubSize || 13, pairGap = o.pairGap || 4;
+    let html = `<div class="ti" style="font-size:${size}px">${te || tz}</div>`;
+    if (te) html += `<div class="ti" style="font-size:${zhSize}px;margin-top:1px">${tz}</div>`;
+    let pending = 0, first = true;
+    subs.forEach((s) => {
+      if (s === 'gap') { pending += 12; return; }
+      const [sz, se] = s, mt = (first ? 8 : pairGap) + pending;
+      first = false; pending = 0;
+      html += `<div style="margin-top:${mt}px;opacity:.88">` +
+              `<div style="font-size:${subSize}px">${se || sz}</div>` +
+              (se ? `<div style="font-size:${zhSubSize}px">${sz}</div>` : '') + `</div>`;
+    });
+    plain({ text: html, x, y, w, color: color.stroke, size: subSize });
+    L.lastChild.style.top = y + (h - L.lastChild.offsetHeight) / 2 + 'px';   // measured: a wrapped line stays centered
+  };
+  // Node = box + centered bilingual block. Main subject: bigger box + { box: { strokeWidth: 3.2 } }.
+  const bnode = (x, y, w, h, color, t, subs, o = {}) => {
+    box(x, y, w, h, color, o.box || {});
+    btext(x, y, w, h, color, t, subs, o);
+  };
+  const RED = { stroke: C.error.stroke, strokeLineDash: [10, 7] };
+  // Polyline with an arrowhead on the last segment (o = arrow options, e.g. RED)
+  const route = (pts, o = {}) => {
+    const lo = Object.assign({ stroke: C.flow, strokeWidth: 2 }, o);
+    for (let i = 0; i < pts.length - 2; i++) rc.line(pts[i][0], pts[i][1], pts[i + 1][0], pts[i + 1][1], lo);
+    const n = pts.length;
+    arrow(pts[n - 2][0], pts[n - 2][1], pts[n - 1][0], pts[n - 1][1], o);
+  };
+  // Stacked boxes = several instances of one concept (the deck treats the stack as one node)
+  const stack = (x, y, w, h, color) => {
+    box(x + 24, y - 20, w, h, color, { strokeWidth: 1.8 });
+    box(x + 12, y - 10, w, h, color, { strokeWidth: 2 });
+    box(x, y, w, h, color);
+  };
+  const BIG = { size: 26, zhSize: 18, subSize: 16, zhSubSize: 14, pairGap: 8 };
+  // One section of the prompt: a folded note with a bold heading and EN / 中文 line pairs
+  const section = (x, y, w, h, en, zh, lines) => {
+    taskCard(x, y, w, h, C.agent);
+    plain({ text: `<div class="ti" style="font-size:18px">${en}&emsp;<span style="font-size:15px">${zh}</span></div>` +
+                  lines.map(([le, lz]) => `<div style="margin-top:6px">${le}<br><span style="font-size:13px">${lz}</span></div>`).join(''),
+            x: x + 20, y: y + 14, w: w - 40, color: C.agent.stroke, size: 15, align: 'left' });
+  };
+
+  // ---------- Title: exactly two title() calls — English (starts with ③), then Chinese ----------
+  const head = '③ Answer only from evidence';
+  ctx.font = `700 40px ${FONT_TI}`;
+  const headW = ctx.measureText(head).width + 24;
+  title(head, 60, 66, 40);
+  title('只依据证据作答', 60 + headW, 66, 28);   // same text as the overview line under ③: it morphs, no cross-fade
+  subtitle('The prompt packs instructions, numbered evidence and the question; the LLM answers with citations, and says it does not know when the evidence is missing.', 60, 104, 21);
+  subtitle('提示词装入指令、带编号的证据和问题；大模型作答并标注引用，证据不足时直接说不知道', 60, 134, 18);
+
+  // ---------- Zone ----------
+  frame(40, 200, 1840, 690, C.llm, fl('回答生成 · 每次提问', 'Generation · on every question'), 10); fitLast();
+
+  // ---------- Inputs: the user's question and the top-k chunks from ② ----------
+  bnode(80, 280, 320, 200, C.user, ['用户', 'User'],
+        [['读到回答和引用', 'Reads the answer and citations'], ['点编号即可打开原文', 'Clicks a number to open the source']], BIG);
+  stack(80, 590, 316, 240, C.memory);
+  btext(80, 590, 316, 240, C.memory, ['Top-k 片段', 'Top-k chunks'],
+        [['[1] guide.pdf · p.4', null], ['[2] guide.pdf · p.5', null], ['[3] faq.html · Q7', null]], BIG);
+
+  // ---------- Prompt assembly: question + numbered evidence + instructions ----------
+  box(490, 280, 520, 590, C.agent, { strokeWidth: 3.2 });
+  btext(490, 290, 520, 70, C.agent, ['提示词组装', 'Prompt assembly'], [], { size: 28, zhSize: 19 });
+  section(520, 370, 460, 95, 'User question', '用户问题', [
+    ['"How long does a refund take?"', '「退款需要多久？」']]);
+  section(520, 485, 460, 170, 'Numbered evidence', '编号证据', [
+    ['[1] "…refunds are paid within 14 days…"', '[1]「……退款在 14 天内到账……」'],
+    ['[2] "…back to the original card…"', '[2]「……原路退回支付卡……」'],
+    ['[3] "…bank transfers can take longer…"', '[3]「……银行转账可能更久……」']]);
+  section(520, 675, 460, 170, 'System instructions', '系统指令', [
+    ['Answer only from the evidence above.', '只依据上方证据作答'],
+    ['Cite every claim as [n].', '每句结论用 [n] 标注来源'],
+    ['If it is not there, say you don\'t know.', '证据里没有，就说不知道']]);
+  arrow(402, 418, 518, 418);
+  arrow(398, 640, 518, 640);
+
+  // ---------- LLM → evidence check → answer with citations (flows upward, as on the overview), or refuse ----------
+  bnode(1110, 710, 340, 160, C.llm, ['大模型', 'LLM'],
+        [['按指令作答', 'Follows the instructions'], ['只用编号证据', 'Uses only the numbered evidence']], BIG);
+  arrow(1012, 790, 1108, 790);
+  bnode(1110, 500, 340, 130, C.agent, ['证据检查', 'Evidence check'],
+        [['每句都有对应证据吗？', 'Is every claim backed by a chunk?']], { size: 22, zhSize: 16, subSize: 15, zhSubSize: 13 });
+  arrow(1280, 708, 1280, 632);
+
+  hexagon(1690, 565, 290, 110, C.error);
+  plain({ text: 'Say "I don\'t know"', x: 1545, y: 538, w: 290, color: C.error.stroke, size: 19, weight: 700 });
+  plain({ text: '拒答 · 说「不知道」', x: 1545, y: 565, w: 290, color: C.error.stroke, size: 15, weight: 700 });
+  arrow(1452, 565, 1543, 565, RED);
+  plain({ text: bl('否', 'No'), x: 1458, y: 520, w: 80, color: C.error.stroke, size: 15 });
+  plain({ text: bl('不编造，宁可拒答', 'Never guess; refuse instead'), x: 1545, y: 630, w: 290, color: C.error.stroke, size: 15 });
+
+  bnode(1110, 280, 730, 130, C.im, ['带引用的回答', 'Answer with citations'],
+        [['「退款在 14 天内 [1] 原路退回支付卡 [2]。」', '"Refunds are paid within 14 days [1], back to the original card [2]."']],
+        { size: 24, zhSize: 17, subSize: 16, zhSubSize: 14 });
+  arrow(1280, 498, 1280, 412);
+  plain({ text: bl('是', 'Yes'), x: 1292, y: 436, w: 60, color: C.flow, size: 15, align: 'left' });
+  route([[1150, 278], [1150, 240], [240, 240], [240, 278]]);
+
+  legend(80, 965, [
+    { c: C.memory, n: 'Knowledge', z: '知识数据' }, { c: C.user, n: 'User', z: '用户' },
+    { c: C.agent, n: 'Orchestration', z: '检索编排' }, { c: C.llm, n: 'LLM', z: '大模型' },
+    { c: C.im, n: 'Answer', z: '回答' }, { c: C.error, n: 'Refusal', z: '拒答' },
+  ], 6, 290);
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/99_end.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/99_end.html
new file mode 100644
index 0000000..7ccd4f2
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/99_end.html
@@ -0,0 +1,299 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Closing card ('end'), 1920×1080, from templates/card-main.js.
+  // Repeats the opening card's title (64 / 38 px), so overview → end replays the cover move backwards:
+  // the overview title's words fly back into this card. The card stays the largest shape in the diagram.
+  const K = C.card;
+  C.title = K.title;                    // title() reads C.title at call time
+  const W = canvas.width, cx = W / 2;
+  const centered = (text, size) => { ctx.font = `700 ${size}px ${FONT_TI}`; return cx - ctx.measureText(text).width / 2; };
+
+  box(330, 249, 1260, 580, { stroke: K.stroke, fill: K.fill });
+
+  const en = 'RAG Knowledge Assistant', zh = '检索增强问答助手';
+  title(en, centered(en, 64), 420, 64);
+  title(zh, centered(zh, 38), 482, 38);
+  rc.line(cx - 270, 520, cx + 270, 520, { stroke: K.accent, strokeWidth: 2.2, roughness: 1.1, bowing: 1 });
+
+  // Recap of the three principles (worded differently from the overview headings, so nothing pairs with them)
+  plain({ text: `Chunks keep their source · Recall wide, rank narrow · Answer from evidence only` +
+                `<br><span style="font-size:18px">片段带着来源 · 先广召回再精排 · 只依据证据作答</span>`,
+          x: cx - 560, y: 544, w: 1120, color: K.text, size: 23 });
+
+  lbl({ text: 'Example Team', sub: '示例团队', x: cx - 470, y: 640, w: 420, color: K.muted, size: 30, subSize: 18 });
+  rc.line(cx, 642, cx, 708, { stroke: K.accent, strokeWidth: 1.6, roughness: 1.2 });
+  lbl({ text: 'Your Name', sub: '分享人', x: cx + 50, y: 640, w: 420, color: K.muted, size: 30, subSize: 18 });
+
+  plain({ text: `Thank you&emsp;<span style="font-size:20px">谢谢</span>`, x: cx - 300, y: 752, w: 600, color: K.accent, size: 28, weight: 700 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
new file mode 100644
index 0000000..a97a63d
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
@@ -0,0 +1,35 @@
+# 检索增强问答助手 · 概念配色绑定
+
+整套 deck（封面、总览、3 张细节图、结束页）共用这张表；每张图 `main()` 顶部的 "Concept color binding" 注释与本表一致。新概念只追加新行，不改已有行。
+
+## 概念 → 颜色 → 形状
+
+| 概念类别 | 包含组件 | 颜色 slot | 形状 |
+|---|---|---|---|
+| 用户 | 用户（提问、读回答、点引用） | `C.user` 钢蓝 | Box |
+| 知识数据 | 文档 · 向量索引 · 关键词索引 · Top-k 片段 | `C.memory` 栗棕 | Box；文档、Top-k 片段为堆叠框 `stack()`（多份） |
+| 入库处理步骤 | 解析清洗 · 切块（细节图里的片段卡片） | `C.tools` 苔绿 | Box；片段卡片为 `taskCard()` |
+| 辅助模型 | 向量模型 · 重排序 | `C.subagent` 焦糖 | Box |
+| 检索编排（主角） | 查询改写 · 混合检索 · 合并去重 · 权限过滤 · 向量召回 · 关键词召回 · 提示词组装 · 证据检查 | `C.agent` 砖橙 | Box；混合检索、提示词组装加粗（`strokeWidth: 3.2`）；提示词的三段为 `taskCard()` |
+| 大模型 | 大模型 | `C.llm` 靛紫 | Box |
+| 回答 | 带引用的回答 | `C.im` 墨青 | Box |
+| 拒答 | 证据不足时拒答 · 说「不知道」 | `C.error` 砖红 | Hexagon + 红色虚线箭头 |
+| 分区 | 离线入库 ① / 在线检索 ② / 回答生成 ③ | `C.tools` / `C.agent` / `C.llm` | `frame()` 虚线框 + `fl()` 标签 |
+| 流向 | 所有正常箭头 | `C.flow` 暖墨 | `arrow()` / 折线 `route()` |
+| 封面 / 结束卡片 | 卡片边框、标题、下划线 | `C.card`（风格自带） | `box()` |
+
+## 歧义概念的裁决
+
+- 向量模型、重排序 → 辅助模型（`C.subagent`），不是大模型（`C.llm`）。理由：它们只打分 / 编码，不生成回答；`C.llm` 只留给生成回答的那个模型。
+- 提示词组装 → 检索编排（`C.agent`），不是大模型。理由：它是编排代码拼出来的输入，大模型只负责读它。
+- Top-k 片段 → 知识数据（`C.memory`），不是检索编排。理由：它是检索的结果数据，和索引里的片段是同一种东西。
+- 证据检查 → 检索编排（`C.agent`），不是拒答（`C.error`）。理由：检查本身是正常流程；只有「检查不通过 → 拒答」这条路径用红色。
+
+## 每张图使用的颜色
+
+| 图 | user | memory | tools | subagent | agent | llm | im | error | 图例 |
+|---|---|---|---|---|---|---|---|---|---|
+| 总览 `overview.html` | ● | ● | ● | ● | ● | ● | ● | ● | 有（8 色） |
+| ① 离线入库 `01_ingestion.html` | | ● | ● | ● | | | | | 无 |
+| ② 在线检索 `02_retrieval.html` | ● | ● | ●（分区） | ● | ● | | | | 无 |
+| ③ 回答生成 `03_generation.html` | ● | ● | | | ● | ● | ● | ● | 有（6 色） |
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/overview.html b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/overview.html
new file mode 100644
index 0000000..bc30a1b
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/overview.html
@@ -0,0 +1,415 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 2400px; height: 1510px;">
+  <canvas id="c" width="2400" height="1510"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // Overview ('ov') of the RAG knowledge assistant deck, 2400×1400.
+  // Concept color binding (see diagram-binding.md):
+  //   C.user     = 用户 (asks the question, reads the answer)
+  //   C.memory   = knowledge data: 文档 · 向量索引 · 关键词索引 · Top-k 片段
+  //   C.tools    = ingestion steps: 解析清洗 · 切块
+  //   C.subagent = helper models: 向量模型 · 重排序
+  //   C.agent    = retrieval orchestration (main subject): 查询改写 · 混合检索 · 提示词组装
+  //   C.llm      = 大模型
+  //   C.im       = 带引用的回答 (the answer travelling back to the user)
+  //   C.error    = 拒答 (red dashed exception path)
+  //   C.flow     = all normal arrows
+  // 8 colors > 5 → legend() along the bottom.
+  // The principle headings sit in a band ABOVE the zones, outside every SECTIONS[].ov region: on the
+  // "overview focused on a zone" slide they are off-camera, and when they grow into the detail title both
+  // lines arrive from above, so the early-landing Chinese line never has to cross the English one.
+
+  // ---------- Bilingual helpers (pairs are always passed as (中文, English); English leads, larger) ----------
+  // Two-line label: English line, then a smaller Chinese line under it.
+  const bl = (zh, en, zhSize = 13) => `${en}<br><span style="font-size:${zhSize}px">${zh}</span>`;
+  // One-line label "English<em space>中文" — every frame() label uses it (build_deck.py splits on the em space).
+  const fl = (zh, en) => `${en}&emsp;<span style="font-size:14px">${zh}</span>`;
+  // Shrink the last label to its text width, so its ivory background only masks what it covers.
+  const fitLast = () => { L.lastChild.style.width = 'max-content'; };
+  // Block centered in (x, y, w, h): EN title / smaller CN title / detail pairs (EN over smaller CN; 'gap' = spacer).
+  // The CN title is the node's pairing name: keep it the first bold CJK line inside the box.
+  const btext = (x, y, w, h, color, [tz, te], subs = [], o = {}) => {
+    const size = o.size || 22, zhSize = o.zhSize || Math.round(size * 0.68);
+    const subSize = o.subSize || 15, zhSubSize = o.zhSubSize || 13, pairGap = o.pairGap || 4;
+    let html = `<div class="ti" style="font-size:${size}px">${te || tz}</div>`;
+    if (te) html += `<div class="ti" style="font-size:${zhSize}px;margin-top:1px">${tz}</div>`;
+    let pending = 0, first = true;
+    subs.forEach((s) => {
+      if (s === 'gap') { pending += 12; return; }
+      const [sz, se] = s, mt = (first ? 8 : pairGap) + pending;
+      first = false; pending = 0;
+      html += `<div style="margin-top:${mt}px;opacity:.88">` +
+              `<div style="font-size:${subSize}px">${se || sz}</div>` +
+              (se ? `<div style="font-size:${zhSubSize}px">${sz}</div>` : '') + `</div>`;
+    });
+    plain({ text: html, x, y, w, color: color.stroke, size: subSize });
+    L.lastChild.style.top = y + (h - L.lastChild.offsetHeight) / 2 + 'px';   // measured: a wrapped line stays centered
+  };
+  // Node = box + centered bilingual block. Main subject: bigger box + { box: { strokeWidth: 3.2 } }.
+  const bnode = (x, y, w, h, color, t, subs, o = {}) => {
+    box(x, y, w, h, color, o.box || {});
+    btext(x, y, w, h, color, t, subs, o);
+  };
+  const RED = { stroke: C.error.stroke, strokeLineDash: [10, 7] };
+  // Polyline with an arrowhead on the last segment (o = arrow options, e.g. RED)
+  const route = (pts, o = {}) => {
+    const lo = Object.assign({ stroke: C.flow, strokeWidth: 2 }, o);
+    for (let i = 0; i < pts.length - 2; i++) rc.line(pts[i][0], pts[i][1], pts[i + 1][0], pts[i + 1][1], lo);
+    const n = pts.length;
+    arrow(pts[n - 2][0], pts[n - 2][1], pts[n - 1][0], pts[n - 1][1], o);
+  };
+  // Stacked boxes = several instances of one concept (the deck treats the stack as one node)
+  const stack = (x, y, w, h, color) => {
+    box(x + 24, y - 20, w, h, color, { strokeWidth: 1.8 });
+    box(x + 12, y - 10, w, h, color, { strokeWidth: 2 });
+    box(x, y, w, h, color);
+  };
+  // Principle heading: "① English" (the detail title grows out of it) with its Chinese line right under it
+  const principle = (x, y, en, zh) => {
+    plain({ text: `<div class="ti">${en}</div>`, x, y, w: 700, color: C.title, size: 27, weight: 700, align: 'left' });
+    plain({ text: `<div class="ti">${zh}</div>`, x, y: y + 37, w: 700, color: C.title, size: 20, weight: 700, align: 'left' });
+  };
+  const NODE = { size: 24, zhSize: 17, subSize: 16, zhSubSize: 14 };
+
+  // ---------- Title ----------
+  const head = 'RAG Knowledge Assistant at a Glance';
+  ctx.font = `700 42px ${FONT_TI}`;
+  const headW = ctx.measureText(head).width + 26;
+  title(head, 60, 66, 42);
+  title('检索增强问答助手 · 一图流', 60 + headW, 66, 30);
+  subtitle('Offline, documents become indexed chunks · online, each question retrieves the best chunks and the LLM answers only from them', 60, 106);
+  subtitle('离线把文档变成带索引的片段；在线为每个问题找出最相关的片段，大模型只依据这些片段作答并标注出处', 60, 138, 20);
+
+  // ---------- Principle headings: one per topic, above its zone ----------
+  principle(60, 178, '① Every chunk keeps its source', '每个片段都带着来源');
+  principle(830, 178, '② Recall wide, then rank narrow', '先广召回，再精排序');
+  principle(1640, 178, '③ Answer only from evidence', '只依据证据作答');
+
+  // ---------- Zones (one per topic; the label ends with the topic's circled number) ----------
+  frame(40, 360, 720, 1030, C.tools, fl('离线入库', 'Ingestion ①'), 10); fitLast();
+  frame(810, 360, 760, 1030, C.agent, fl('在线检索', 'Retrieval ②'), 10); fitLast();
+  frame(1620, 360, 740, 1030, C.llm, fl('回答生成', 'Generation ③'), 10); fitLast();
+
+  // ---------- ① Ingestion: documents → parse → chunk → embed → two indexes ----------
+  bnode(210, 420, 380, 120, C.memory, ['文档', 'Documents'], [['PDF · 网页 · 知识库', 'PDFs · web pages · wikis']], NODE);
+  bnode(210, 595, 380, 120, C.tools, ['解析清洗', 'Parse & clean'], [['抽正文 · 去噪声', 'Extract text · drop noise']], NODE);
+  bnode(210, 770, 380, 130, C.tools, ['切块', 'Chunking'], [['元数据 · 权限随片段保存', 'Metadata · permissions kept']], NODE);
+  bnode(210, 955, 380, 120, C.subagent, ['向量模型', 'Embedding model'], [['片段 → 向量', 'Chunk → vector']], NODE);
+  bnode(70, 1150, 320, 150, C.memory, ['关键词索引', 'Keyword index'], [['倒排 · 精确词', 'Inverted · exact terms']], NODE);
+  bnode(410, 1150, 320, 150, C.memory, ['向量索引', 'Vector index'], [['语义近邻', 'Semantic neighbours']], NODE);
+  arrow(400, 542, 400, 593);
+  arrow(400, 717, 400, 768);
+  arrow(400, 902, 400, 953);
+  arrow(500, 1077, 500, 1148);
+  route([[208, 835], [130, 835], [130, 1148]]);
+
+  // ---------- ② Retrieval: user → rewrite → hybrid search → rerank → top-k ----------
+  bnode(1060, 410, 260, 110, C.user, ['用户', 'User'], [['提出问题', 'Asks a question']], NODE);
+  bnode(990, 595, 400, 115, C.agent, ['查询改写', 'Query rewrite'], [['补全上下文', 'Resolve context']], NODE);
+  bnode(960, 780, 460, 140, C.agent, ['混合检索', 'Hybrid search'],
+        [['向量 + 关键词 · 权限过滤', 'Vector + keyword · permission filter']], Object.assign({ box: { strokeWidth: 3.2 } }, NODE));
+  bnode(990, 990, 400, 115, C.subagent, ['重排序', 'Reranker'], [['逐段打分', 'Scores every chunk']], NODE);
+  bnode(990, 1175, 400, 115, C.memory, ['Top-k 片段', 'Top-k chunks'], [['最相关的几段', 'The few most relevant']], NODE);
+  arrow(1190, 522, 1190, 593);
+  plain({ text: bl('提问', 'Question'), x: 1202, y: 534, w: 120, color: C.flow, size: 15, align: 'left' });
+  arrow(1190, 712, 1190, 778);
+  arrow(1190, 922, 1190, 988);
+  arrow(1190, 1107, 1190, 1173);
+  // both indexes feed the hybrid search
+  route([[732, 1210], [783, 1210], [783, 830], [958, 830]]);
+  route([[230, 1302], [230, 1360], [797, 1360], [797, 885], [958, 885]]);
+  plain({ text: bl('两路召回', 'Two-way recall'), x: 818, y: 750, w: 130, color: C.flow, size: 15 });
+
+  // ---------- ③ Generation: prompt → LLM → answer with citations → user ----------
+  bnode(1650, 1165, 380, 135, C.agent, ['提示词组装', 'Prompt assembly'], [['指令 + 证据 + 问题', 'Instructions + evidence + question']], NODE);
+  bnode(1650, 920, 380, 130, C.llm, ['大模型', 'LLM'], [['依据证据作答', 'Answers from evidence']], NODE);
+  bnode(1650, 635, 380, 130, C.im, ['带引用的回答', 'Answer with citations'], [['每句标注来源', 'Every claim cites a source']], NODE);
+  arrow(1392, 1232, 1648, 1232);
+  plain({ text: bl('证据', 'Evidence'), x: 1440, y: 1184, w: 150, color: C.flow, size: 15 });
+  arrow(1840, 1163, 1840, 1052);
+  arrow(1840, 918, 1840, 767);
+  route([[1840, 633], [1840, 465], [1322, 465]]);
+  plain({ text: bl('回答 + 引用', 'Answer + citations'), x: 1336, y: 420, w: 220, color: C.flow, size: 15 });
+
+  // guardrail: no supporting evidence → refuse (red dashed)
+  hexagon(2225, 985, 230, 90, C.error);
+  plain({ text: 'Refuse', x: 2110, y: 960, w: 230, color: C.error.stroke, size: 21, weight: 700 });
+  plain({ text: '拒答', x: 2110, y: 987, w: 230, color: C.error.stroke, size: 16, weight: 700 });
+  arrow(2032, 985, 2106, 985, RED);
+  plain({ text: bl('证据不足时', 'No supporting evidence'), x: 2090, y: 1045, w: 270, color: C.error.stroke, size: 15 });
+
+  legend(70, 1450, [
+    { c: C.user, n: 'User', z: '用户' }, { c: C.memory, n: 'Knowledge', z: '知识数据' },
+    { c: C.tools, n: 'Pipeline', z: '处理步骤' }, { c: C.subagent, n: 'Helper models', z: '辅助模型' },
+    { c: C.agent, n: 'Orchestration', z: '检索编排' }, { c: C.llm, n: 'LLM', z: '大模型' },
+    { c: C.im, n: 'Answer', z: '回答' }, { c: C.error, n: 'Refusal', z: '拒答' },
+  ], 8, 290);
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg b/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg
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diff --git a/stacks/atlas/skills/magic-move-deck/references/bilingual-layout.md b/stacks/atlas/skills/magic-move-deck/references/bilingual-layout.md
new file mode 100644
index 0000000..045ae93
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/bilingual-layout.md
@@ -0,0 +1,38 @@
+# 双语排版约定（中英双语 deck）
+
+全程中英双语、英文为主的 deck：所有图（封面、总览、细节图、结束页）英文在上、字号大，中文在下、字号小，两种语言的文案各自完整。纯中文或纯英文 deck 跳过本文件，只需保证节点名与分区名两页一致。
+
+## 本地函数（定义在 `main()` 开头，见 `templates/detail-main.js`）
+
+参数一律按 `(中文, English)` 传，显示顺序由函数决定：
+
+| 函数 | 输出 | 用在 |
+|---|---|---|
+| `bl(zh, en, zhSize = 13)` | 两行：英文在上，中文在下、字号 `zhSize` | 箭头说明、小标签 |
+| `fl(zh, en)` | 单行 `English&emsp;中文`，中间是全角空格（em space），中文 14px | **所有分区框标签**（`build_deck.py` 按 em space 拆出中文分区名） |
+| `btext(x, y, w, h, color, [zh, en], subs, o)` | 框内标题 + 细项：标题英文 `size`、中文 `zhSize`；每个细项英文在上、中文在下（`subSize` / `zhSubSize`）；`'gap'` 插空；整块按实际高度垂直居中 | 节点正文 |
+| `bnode(...)` | `box()` + `btext()` | 大多数节点 |
+
+`btext` 的中文标题行用 `.ti`（加粗），所以它就是节点的配对名。
+
+## 标题与字号
+
+| 图 | 英文 | 中文 | 排法 |
+|---|---|---|---|
+| 细节图标题 | 40px | 28px | 同一基线，先 `title()` 英文，再 `title()` 中文，中文 x = 英文宽度 + 24 |
+| 细节图副标题 | 21px | 18px | 各占一行（y=104 / 134） |
+| 总览标题 | 42px | 30px | 同基线，间隔 +26 |
+| 封面标题 | 72px | 44px | 居中两行 |
+| 结束页标题 | 64px | 38px | 居中两行 |
+
+## 圈号（①–⑳）
+
+- 总览上每个原则 / 主题有一个以圈号开头的英文小标题，正下方一行中文；细节图英文标题以同一个圈号开头，这样标题从小标题放大而来。细节图的中文标题与小标题下方那行中文用同一段文字。小标题放在该主题区域之外（标题带），见 `examples/rag-assistant/overview.html`。
+- 圈号放在英文行。实在放不下时可以放中文行，但要在代码里注释原因。
+- 步骤序号（「1 · xxx」）可以放中文行，不影响配对。
+
+## 文案
+
+- 不写内部服务名、厂商产品名或代号，用通用名（如不写某云厂商的存储产品名，写「对象存储」「云盘 · NAS」；不写内部服务代号，写「出口代理」「模型网关」）。对外分享的 deck 尤其要守。
+- 英文文案以官网 / 产品原文为准，不自造 slogan。
+- 「图例 · Legend」是 helper `legend()` 里写死的，不改。
diff --git a/stacks/atlas/skills/magic-move-deck/references/cards.md b/stacks/atlas/skills/magic-move-deck/references/cards.md
new file mode 100644
index 0000000..dc9bdb0
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/cards.md
@@ -0,0 +1,65 @@
+# 封面与结束页卡片
+
+可选。`build_deck.py` 的 `SOURCES` 里有 `cv` 就有封面，有 `end` 就有结束页；起点模板 `templates/card-main.js`。
+
+## 画面
+
+- 封面：总览图推近 6%、蒙一层毛玻璃（`keynote.html` 的 `#glass`），卡片浮在上面（`#card` 是更密的一层毛玻璃，按卡片里**面积最大的形状**定位）。总览自己的 `title()` 在封面上隐藏，因为卡片标题就是它。
+- 结束页同样是毛玻璃上的卡片，**标题和封面相同**；另外可以放截图、二维码、slogan、致谢。
+
+## 转场 `coverTrans`
+
+封面 → 总览：卡片标题的字词用神奇效果飞到总览左上角标题的位置，颜色从卡片标题色（`C.card.title`）渐变到总览标题色；卡片和其余元素在 `[0, .14]` 淡出；随后毛玻璃从标题处向外径向擦开（`[.42, 1]`），其余全局细节显现。总览 → 结束页是它的倒放：毛玻璃合上，总览标题的字词飞回卡片标题；只在卡片上出现的元素（截图、二维码）淡入。
+
+改卡片或时间参数时守住这几条：
+
+- **标题行按文字种类配对，不按行号。** `cjk()` 判断一行是不是中文：中文行配中文行、英文行配英文行。哪一边的行序变了都不会配错，所以不要改成按行号。推论：卡片上每种文字最多一行 `title()`；单语 deck 的卡片只用一行 `title()`，否则两行都会去配总览的同一行，多出重复淡入的词。
+- **词的单位**：拉丁单词、单个 CJK 字。两边相同的词飞行；卡片独有的词淡出，总览独有的词在 `[.42, .7]` 淡入。卡片标题尽量用总览标题里的词。
+- **超车词。** 同一行里横向要越过同行其他词的词（「云端 Agent」→「Agent 云端」里的「Agent」）。有超车词的那一行保持平，超车词朝远离另一行的方向跳开；没有超车词的那一行朝远离另一行的方向弧起。
+- **超车词的纵向位置跟着整行走（行进度 `q` 插值），跳开量是叠加的纯偏移。** 用自己的进度插值会在跳开中途压到另一行的字。跳开量不小于字高。
+- **卡片和其余元素的淡出窗口 `[0, .14]` 不要放慢。** 向下跳开的词在 p≈0.10–0.22 会扫过卡片标题的下划线，下划线必须在那之前淡完；不要靠缩小跳开量或下移下划线来避让。
+
+## 配色
+
+卡片是 9 色槽的唯一例外，用所选风格模板里的 `C.card`（`templates/card-main.js` 开头 `const K = C.card; C.title = K.title;`，`title()` 调用时读取 `C.title`）。卡片框用风格自己的 `box()` 画，所以手绘风是手绘框、简约风是圆角框、暗色科技是切角发光框、新野兽派带硬投影。
+
+| 字段 | 用途 |
+|---|---|
+| `stroke` / `fill` | 卡片边框 / 填充（填充半透明，透出后面的毛玻璃） |
+| `accent` | 标题下划线、分隔线、二维码说明文字 |
+| `title` | 卡片大标题；飞到总览时渐变为总览标题色 `C.title` |
+| `text` / `muted` | 正文 / 次要文字（团队、分享人） |
+| `glass` | `#glass` 毛玻璃的 CSS `background`（通常是渐变） |
+| `pane` / `shadow` | `#card` 卡片底板的半透明背景 / `box-shadow` |
+
+`build_deck.py` 导出 `C.card`，`keynote.html` 自动用 `glass` / `pane` / `shadow` 设置毛玻璃，不需要改 deck 的 CSS。要套用品牌色时，在卡片 `main()` 开头覆盖 `C.card` 的字段（如 `Object.assign(C.card, { stroke: '#…', accent: '#…', glass: '…' })`），封面和结束页写同样的覆盖。
+
+## 字号
+
+封面标题英文 72px、中文 44px；结束页标题英文 64px、中文 38px；英文在上。卡片上的英文文案以官网 / 产品原文为准，不自造 slogan。
+
+## 图片
+
+在 `main()` 里定义局部 `pic(src, x, y, w, h)`（模板已有）：往 `#labels` 加 `<img class="label">`。图片放在图旁的 `assets/`，路径相对于图的 HTML；`build_deck.py` 内联成 data URI（支持 webp / png / jpg / svg）。产品截图先缩到约 480px 宽再放，控制单文件体积。
+
+## 二维码
+
+33×33 模块、纠错等级 Q、`#171717` 印白底，生成为 SVG（需要 `pip install qrcode`，可在 venv 里装）：
+
+```python
+import qrcode
+URL, OUT = 'https://example.com/download', 'details/assets/qr.svg'
+qr = qrcode.QRCode(error_correction=qrcode.constants.ERROR_CORRECT_Q, border=2)
+qr.add_data(URL); qr.make(fit=True)
+n, b, d = qr.modules_count + 4, 2, ''
+for y, row in enumerate(qr.modules):
+    x = 0
+    while x < len(row):
+        if not row[x]: x += 1; continue
+        s = x
+        while x < len(row) and row[x]: x += 1
+        d += f'M{s+b} {y+b}h{x-s}v1h-{x-s}z'
+open(OUT, 'w').write(f'<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 {n} {n}" shape-rendering="crispEdges"><rect width="{n}" height="{n}" fill="#ffffff"/><path fill="#171717" d="{d}"/></svg>')
+```
+
+放在白色方块里（模板注释里的 QR tile；暗色风格也必须是白底）。生成后用手机扫 deck 第一页和最后一页确认。
diff --git a/stacks/atlas/skills/magic-move-deck/references/diagram-rules.md b/stacks/atlas/skills/magic-move-deck/references/diagram-rules.md
new file mode 100644
index 0000000..6756dbb
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/diagram-rules.md
@@ -0,0 +1,62 @@
+# 画图规则（所有风格通用）
+
+每张图都是某个风格模板 `styles/<style>/diagram.html` 的副本，只改 `main()`。四个模板的 helper 名字、签名、9 个色槽完全相同，区别只在外观（`STYLE.md`）。本文件是与风格无关的规则；风格自己的字体、配色、额外规则见对应 `STYLE.md`。
+
+## 硬规则
+
+1. **只画 brief 里有的东西。** 先列出用户文字里的名词（角色 / 实体）和动词（动作 / 流转），只画这些。brief 没提到模型、工具、外部服务、存储、消息通道、异常、状态气泡、时间线，就不画。5 个名词的 brief 画 5 个节点，不补全成 12 个节点的「完整系统架构」。拿不准时先问。
+2. **颜色跟着概念走，不跟着图走。** 多图系列先写 `diagram-binding.md`（`templates/diagram-binding.md`）：概念 → 色槽 → 形状，之后只追加不改。每张图 `main()` 顶部写 `// Concept color binding` 注释，与绑定表一致。
+3. **色槽按抽象语义选**（下表），不按槽名字面意思。不为单张图新增颜色；新概念优先换形状。
+4. **框内文字色 = 框的描边色**（`btext` / `node` 已这样做）；模板配色已验证对比度 ≥ 4.5:1，不要改成别的颜色。
+5. **箭头一律 `C.flow`**，线不上色；唯一例外是红色虚线异常路径（`{ stroke: C.error.stroke, strokeLineDash: [10, 7] }`）。**红色只用于异常。**
+6. **颜色数量按需求定**，最多 9 种；超过 5 种加 `legend()`，只列本图用到的颜色。颜色不能是唯一线索：每个框都有文字。
+7. **主角加大加粗**：主角框是其他框的 1.3–1.5 倍，`{ box: { strokeWidth: 3.2 } }`，不靠更亮的颜色。
+8. **不用 emoji。** 警示用红色 + 六边形，强调用加粗 + 主色。
+9. **`main()` 的颜色和字体只用模板常量。** 用 `C.<slot>`、`C.flow`、`C.caption`、`C.title`、`LABEL_BG`、`FONT_TI` / `FONT_BD`，不写十六进制颜色和字体名；线条粗细、`roughness` 可以照手绘风写，其他风格的 `restyle()` 会把它们换成自己的值。这样同一个 `main()` 能在四种风格里渲染（`scripts/styles.py`），换风格不用重画。少数必须的例外（二维码底的 `'#ffffff'`）写注释说明。
+10. **helper 一个都不改、不绕开。** 直接用 `ctx` 画的东西进不了 deck。
+
+## 9 个色槽的抽象语义
+
+| 槽 | 抽象语义（跨领域） | Agent 领域的用法 |
+|---|---|---|
+| `C.user` | 人 / 发起者 / 系统入口 | 用户、人类输入、人工审批 |
+| `C.im` | 通道 / 传输 / 队列 / 消息 / 网关 | IM 渠道、Bus、队列、网关 |
+| `C.agent` | 本图主角 / 核心子系统 / 控制面 | 主 Agent、Orchestrator |
+| `C.subagent` | 执行者 / 次要子系统 / 处理流水线 | 子 Agent、Worker、Verifier |
+| `C.llm` | 模型 / 算法 / 推理 | LLM、Embedding、Reranker |
+| `C.tools` | 能力 / 工具 / 隔离环境 | 工具调用、MCP、Sandbox |
+| `C.memory` | 存储 / 持久化 / 数据 | 记忆、DB、向量库、对象存储 |
+| `C.external` | 外部依赖 / 背景参照 | 第三方 API、外部服务 |
+| `C.error` | 异常 / 失败 / 降级（克制使用） | 拒绝、兜底、失败分支 |
+
+## 形状语义
+
+| 形状 | 用途 | helper |
+|---|---|---|
+| 框 | 实体 / 服务 / 资源 | `box(x, y, w, h, color, override?)`；带文字用 `node()` 或 `bnode()` |
+| 长条 | 通道 / 队列 / Bus | `channel(x, y, w, h, color)` |
+| 折角卡片 | 任务 / Job / 工作单元 | `taskCard(x, y, w, h, color)` |
+| 气泡 | 状态通知 / 推送 | `bubble(x, y, w, h, color, 'left' \| 'right')` |
+| 六边形 | 异常 / 决策 / 兜底 | `hexagon(cx, cy, w, h, color)` |
+| 虚线时间线 | 时序 / 阶段 | `timeline(x1, y, x2, marks)` |
+| 分区框 | 子系统 / 信任区 / 分组 | `frame(x, y, w, h, color, label, labelW)` |
+
+文字：`lbl({ text, sub, ... })` 两行，`plain({ text, ... })` 单行（HTML，`<b>` / `<br>` 可用，字面 `<` `&` 要转义），`title()` / `subtitle()` 是标题。压在线上的文字加 `bg: LABEL_BG`。
+
+## 渲染与自检
+
+模板画完置 `window.__renderDone = true`。用 Playwright 渲染（视口 = 画布尺寸，等 `document.fonts.ready` 和 `__renderDone`），或：
+
+```bash
+"$CHROME" --headless=new --disable-gpu --hide-scrollbars --window-size=1920,1080 \
+  --virtual-time-budget=8000 --screenshot="$PWD/out.png" "file://$PWD/details/01_topic.html"
+```
+
+逐张看 PNG：
+
+- [ ] 没有 emoji；字体符合所选风格的 `STYLE.md`
+- [ ] 没有字压字、框穿字、箭头穿字；文字都在所属框内，换行后不溢出
+- [ ] 每种颜色对应 brief 里的一类概念；超过 5 色有图例；每个框有文字
+- [ ] 主角明显更大更粗；箭头都是 `C.flow`，只有异常路径是红色虚线
+- [ ] `main()` 有 `// Concept color binding` 注释，且与 `diagram-binding.md` 一致
+- [ ] 画布上的每个节点和箭头都能对应到 brief 里的一个名词或动词
diff --git a/stacks/atlas/skills/magic-move-deck/references/magic-move-contract.md b/stacks/atlas/skills/magic-move-deck/references/magic-move-contract.md
new file mode 100644
index 0000000..9cf5b19
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/magic-move-contract.md
@@ -0,0 +1,71 @@
+# Magic Move 原则与命名契约
+
+deck 引擎 `keynote.html` 不读图的语义，只靠 `build_deck.py` 导出的几何与文字判断「两页上是不是同一个概念」。图怎么画，决定了转场能不能变形过去。
+
+## Deck 生成原则
+
+1. **素材只来自图。** 每页 = 某张图（同一风格模板画的）+ 一个相机取景（`SECTIONS` 里的 `ov` / `spots`，单位是该图的画布像素）。
+   - 不加额外 slide（黑底开场页、纯文字过渡页等）。
+   - 不在图上叠卡片、提示或页码。要说的话画进图里。
+2. **前后页相关的元素变形 / 移动过去，不复制一份，也不整图交叉淡化。**
+   - 为讲清概念而重画元素是允许的，也是必须的（细节图会比总览多出内容）。
+   - 同一概念在简略和详细之间过渡时，必须是已有元素变形、移动成新元素：用相同的名字画它。
+3. **简略 → 详细：** 概念框放大，原来没有的细节从框里长出来。**详细 → 简略：** 细节淡出，主题信息缩回所属概念。整体信息量变大时，具体某个模块的信息量就要变少。
+4. **封面 / 结束页：** 见 [cards.md](cards.md)。
+5. **故事线固定：** `[cv] → ov → (ov 聚焦该区域 → 细节图全图 → 3 个聚光点) × N → ov → [end]`。N 个主题时共 `5N + 2` 页，加封面、结束页各 +1。
+   - 新增主题：图加进 `build_deck.py` 的 `SOURCES`，再在 `SECTIONS` 里写总览区域和聚光点。
+   - 每个聚光点后面用注释写一句它要讲的结论；写不出结论的聚光点删掉。
+
+## 三类转场（引擎自动选择）
+
+| 前后页 | 转场 | 时长 |
+|---|---|---|
+| 同一张图（全图 ↔ 聚光点、聚光点 ↔ 聚光点） | `cameraTrans`：相机平移缩放，焦点外元素压暗到 13% | 1050 ms |
+| 不同图（总览 ↔ 细节） | `magicTrans`：按下面的契约配对，配上的元素飞过去、变形；配不上的淡入淡出或跟随所属框 | 1350 ms |
+| 卡片 ↔ 总览 | `coverTrans`：标题逐词飞行 + 毛玻璃擦开；结束页是它的倒放 | 2200 ms |
+
+## 命名契约（`match()` 的配对规则）
+
+- **节点。** 节点 = 闭合形状（rectangle / polygon / ellipse / circle，或以 `Z` 结尾的 path，如圆角框）+ 画在它里面（形状之后绘制、中心落在框内）的文字。节点名取框里第一行**加粗的中文**（字重 ≥ 600）；没有加粗中文行时取第一行文字。
+  - 英文名和中文名要画在同一个闭合形状里，中文名加粗、且是框里第一个加粗的中文行。页面上先显示哪种语言不影响配对。`btext` / `bnode`（见 `templates/detail-main.js`）已满足。
+  - 名字去掉「 · 」或「 (」之后的部分后相同即配对：「向量库 · 按租户分片 · 如 HNSW」↔「向量库」。
+  - 一边的名字是另一边的后缀（至少 2 个字）也能配对（代价更高，优先完全同名）。
+  - 同一位置连续画的同色、高度重叠的框（堆叠框 = 多实例；新野兽派的硬投影也属于这种）算同一个节点。
+- **分区框。** 必须用 `frame()` 画、标签用 `fl()`。`build_deck.py` 的 `zh_first()` 按全角空格拆开标签，中文段排前作为分区名；配对看中文段「 · 」之前的部分：`Public access ①&emsp;公网接入区` ↔「公网接入区」。纯英文标签取「 · 」之前的部分并去掉末尾圈号：`Worker pool ②` ↔ `Worker pool`。
+- **分区关键词（`ZONES`）。** 分区标签里要带 `keynote.html` CONFIG 中 `ZONES` 列出的关键词之一，引擎用它判断元素属于哪个区。同名元素分在不同区时，只有它在两页上都唯一才配对（受信区里的 Worker 不会被当成沙箱里那个）。新项目先按自己的分区改 `ZONES`；更具体的关键词放前面。
+- **框 ↔ 分区。** 一页上的方框遇到另一页上同名的分区时，放大成那个分区（「出口代理」框 → 出口代理分区）；框里的文字落到分区里的同名文字上。
+- **一个 ↔ 多个。** 一页画一次、另一页画多份的同名概念：多出来的几份从那个框里分裂出来（有堆叠副本时先用副本），倒放时合并回去。
+- **步骤编号不影响配对。** 「1 · 识别沙箱身份」≈「识别沙箱身份」。
+- **细节图大标题**恰好两次 `title()`：先英文，以总览原则的圈号开头（①–⑳）；再中文。英文行从总览上对应原则小标题（以同一圈号开头的最大那行）放大而来；中文行来自小标题正下方那行。一个标题里有两个圈号时，两个小标题都会并进来。单语 deck 可以只调一次 `title()`。
+  - 中文行与总览小标题下方那行文字完全相同才是同一行文字的移动；不同时两段文字交叉淡化，p≈0.5 像重影。
+  - 原则小标题放在总览上该主题的 `ov` 区域之外（如区域上方的标题带）；放在区域内时，提早落位的中文行会从下方横穿放大中的英文行。
+  - 副标题跟着标题：标题落位后再出现，离开时先走。
+  - 中文行有独立时间窗（`keynote.html` 2c 的 `tw`）：总览 → 细节 `[0, .6]` 提早落位；细节 → 总览 `[.4, 1]` 晚些起飞。和英文行共用时钟会在 p≈0.5 被放大中的英文行压住。
+- **只在一页出现的细节**从包住它的最小的移动框里长出来 / 缩回去；周围没有移动框时跟着两页共同描述的区域（总览的 `ov` 区域 ↔ 细节图全图）一起缩放。所以细节要画在所属概念框的范围内。
+- **完全相同的文字行**也会配对移动；图例只和图例配对。
+- **想让某个元素在转场时消失**，就让两页上的名字不同。
+- **图片**（`<img>`）不参与配对，只淡入淡出。
+
+## build_deck.py 的挂钩（为什么 helper 不能改）
+
+`build_deck.py` 在每张图的 `main()` 前注入脚本：
+
+- `rc.line / rectangle / ellipse / circle / linearPath / polygon / arc / curve / path` 的每次调用同时镜像成一个 SVG 组 → 可移动的形状。模板有 `restyle(args, method)` 时（非手绘风格），镜像用它归一化后的参数，与 canvas 上看到的一致。
+- `plain` / `lbl` 生成的 HTML label 打上绘制序号；多行 label 按 `<br>` / 块级子元素拆成一行一个可移动原子。
+- `title()` / `subtitle()` 本来画在 canvas 上，被改写成 HTML 文字，才能飞行；`title()` 文本含全角空格时拆成两个原子。
+- `arrow / frame / timeline / taskCard / bubble / legend` 的多笔画合成一个形状整体移动。
+- 每张图导出 `theme`（纸色、`.ti` / `.bd` 字体、`C.glow`、`C.card`），`keynote.html` 据此设置底色、标题光晕、形状发光和封面毛玻璃。
+
+直接用 `ctx` 画的东西不进 deck；改了 helper 的名字或签名，挂钩就失效。deck 只读图，不修改图。各风格模板的接口约定见 [styles.md](styles.md)。
+
+## 引擎可调参数
+
+| 参数 | 位置 | 作用 |
+|---|---|---|
+| `DIM = 0.13` | Geometry | 聚光点焦点外元素的不透明度 |
+| `PAD = 28` | Geometry | 取景框外扩 |
+| `MAX_ZOOM = 1.75` | Geometry | 聚光点相对全图适配的最大放大倍数（小区域不会放得过大） |
+| `COVER_ZOOM = 1.06` / `SOFT = 520` | Cover | 封面下总览的推近倍数 / 毛玻璃擦除的羽化宽度 |
+| `dur` | 各 `*Trans` | 转场时长 |
+
+改时间窗前先读对应注释：多数窗口是为了避开某个具体的压字问题定下来的。
diff --git a/stacks/atlas/skills/magic-move-deck/references/styles.md b/stacks/atlas/skills/magic-move-deck/references/styles.md
new file mode 100644
index 0000000..36f36bc
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/styles.md
@@ -0,0 +1,54 @@
+# 风格系统：样张、切换与新增风格
+
+## 内置风格
+
+| id | 名称 | 一句话 |
+|---|---|---|
+| `handdrawn` | 手绘 Hand-drawn | rough.js 手绘线条 + 宋体 / Times + 暖米白纸面 |
+| `minimal` | 简约 Minimal | 精确几何 + 圆角 + 无衬线 + 近白底 |
+| `neon` | 暗色科技 Neon | 深蓝底 + 霓虹描边柔光 + 切角面板 |
+| `brutalist` | 新野兽派 Brutalist | 奶油底 + 粗黑描边 + 高饱和平涂 + 硬投影 |
+
+每个风格是一个目录 `styles/<id>/`：`diagram.html`（模板）、`STYLE.md`（外观、9 色槽、额外规则）、`preview.png`（同一张示例图在该风格下的样张）。`python3 scripts/styles.py list` 列出全部风格。
+
+## 为什么一个 `main()` 能换风格
+
+所有模板对 `main()` 暴露同一套接口，`build_deck.py` 和 `keynote.html` 也只依赖这套接口：
+
+| 接口 | 要求 |
+|---|---|
+| 画布 | `<div class="stage" style="width: Wpx; height: Hpx;">` + `<canvas id="c" width="W" height="H">` + `<div id="labels">`；脚本结尾恰好一处 `main();\nwindow.__renderDone = true;` |
+| 全局 | `canvas`、`ctx`、`rc`（rough.js canvas）、`L`（labels 容器）、`FONT_TI`、`FONT_BD`、`LABEL_BG` |
+| `C` | 9 个槽 `user im agent subagent llm tools memory external error`，每个 `{ stroke, fill }`；`flow bg title subtitle caption`；`glow`（deck 里每个形状的 CSS filter，`{c}` 代表该形状描边色，或 `null`）；`card`（`stroke fill accent title text muted glass pane shadow`） |
+| helper | `opts arrow box channel taskCard bubble hexagon timeline lbl plain title subtitle node frame legend`，签名与 `styles/handdrawn/diagram.html` 相同 |
+| CSS | `.label`、`.ti`（标题字体，700）、`.bd`（正文字体，400）；`.stage` 的 `background` 就是 deck 的纸色 |
+| 可选 | `restyle(args, method)`：把 rough.js 每次调用的参数换成本风格的值（返回新数组，不改原参数）；模板自己包装 `rc` 时调用它，`build_deck.py` 镜像 SVG 时也调用它，两边一致 |
+
+`title()` / `subtitle()` 必须分别用 `700 ${size}px ${FONT_TI}` + `C.title`、`400 ${size}px ${FONT_BD}` + `C.subtitle` 绘制：`build_deck.py` 按这个字重和颜色把它们改写成可飞行的 HTML 文字。
+
+节点识别依赖闭合形状：`rc.rectangle / polygon / ellipse / circle`，或以 `Z` 结尾的 `rc.path`（圆角框）。`box()` 要画一个闭合形状；若加投影等附属形状，附属形状要紧挨着框之前绘制、描边色相同、与框高度重叠（`build_deck.py` 视为堆叠框 = 同一节点）。
+
+`build_deck.py` 从每张图导出 `theme`（纸色、`.ti` / `.bd` 字体、`C.glow`、`C.card`），`keynote.html` 自动应用：页面底色、飞行标题的光晕色、形状发光、封面毛玻璃都跟随模板，不需要手改 deck。
+
+## 样张：`styles.py samples`
+
+```bash
+python3 <skill>/scripts/styles.py samples details/01_topic.html --out style-samples
+```
+
+取这张图的 `main()` 和画布尺寸，套进每个风格模板，输出 `style-samples/<id>.html` + `<id>.png`，以及 2×2 的 `contact-sheet.png`（A–D 标注风格名）。图里引用的图片按原图目录解析。
+
+## 切换风格：`styles.py apply`
+
+```bash
+python3 <skill>/scripts/styles.py apply minimal overview.html details/*.html
+```
+
+原地替换：换成目标风格的 helper，保留每个文件自己的 `main()` 和画布尺寸。之后重新 `build_deck.py`，看截图：无衬线字体比 Times 宽 10–15%，框内英文可能需要放宽。
+
+## 新增一个风格
+
+1. 复制最接近的 `styles/<id>/` 为新目录，改 `diagram.html` 的 CSS、`FONT_*`、`C`（9 槽对比度 ≥ 4.5:1，`C.card`、`C.glow`）、`opts` / `restyle` 和形状 helper 的外观；**不改任何 helper 的名字和签名**。
+2. 写 `STYLE.md`：第一行 `# 中文名 English`，第二行 `<!-- order: N -->`，第三行 `> 一句话描述`（`styles.py` 读这三行），然后是视觉要素、9 色槽表、额外规则。
+3. 用示例跑样张，把该风格的 PNG 存为 `styles/<id>/preview.png`：`python3 scripts/styles.py samples examples/rag-assistant/details/01_ingestion.html --out /tmp/ss --styles <id>`。
+4. 用示例项目 `apply` 新风格后完整构建一次 deck，按 `verification.md` 截图检查封面、总览 ↔ 细节转场和聚光点。
diff --git a/stacks/atlas/skills/magic-move-deck/references/verification.md b/stacks/atlas/skills/magic-move-deck/references/verification.md
new file mode 100644
index 0000000..98c701a
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/references/verification.md
@@ -0,0 +1,69 @@
+# 验证、视频与分享
+
+结论以截图目检为准，不能只看脚本退出码。
+
+## 1. 构建输出
+
+`python3 build_deck.py` 每张图打印一行：
+
+```
+d1: 1920x1080  shapes=34 texts=59 images=0 nodes=10 keyed=10
+```
+
+- `nodes` 是闭合形状组成的节点数，`keyed` 是拿到名字的节点数。`keyed` 明显少于你画的节点 → 有框里没有文字，或文字没画进框（先画框、再画字，字的中心要落在框内）。
+- 名字没对上的元素不会飞到对方位置，只会跟着所在的框或区域移动、同时淡入淡出。
+- 只改排版 / 顺序 / 字号、没改文案时，导出改前改后 `assets/deck_data.js` 里每张图的节点名（`nodes[].key`）和分区名（`shapes[].fkey`）对比，应完全一致：
+
+```bash
+python3 - <<'EOF'
+import json
+d = json.loads(open('assets/deck_data.js').read().removeprefix('window.DECK_DATA = ').rstrip().rstrip(';'))
+for k, v in d.items():
+    print(k, [n['key'] for n in v['nodes']], [s['fkey'] for s in v['shapes'] if 'fkey' in s])
+EOF
+```
+
+## 2. 截图检查：`scripts/snapshot_deck.py`
+
+测试钩子 `window.__deck.freeze(i, j, p)` 把 i→j 的转场冻结在进度 p（索引从 0 开始；同一组 i→j 复用同一个转场对象，返回时长 ms）；`__deck.setState(i)` 直接显示第 i 页。脚本封装了常用检查，页面报错时退出码为 1：
+
+```bash
+python3 snapshot_deck.py keynote.html --out /tmp/shots --slides                 # 逐页截图
+python3 snapshot_deck.py keynote.html --out /tmp/shots --trans 1-2,2-1 --p 0.06,0.15,0.3,0.5
+python3 snapshot_deck.py keynote.html --out /tmp/shots --overlap 1-2,2-1        # 标题飞行时英文行 × 中文行文字框重叠（只算画面内）
+python3 snapshot_deck.py deck.html --offline                                     # 单文件：0 个 http 引用、断网逐页可渲染
+```
+
+检查清单：
+
+- [ ] 每页截图无报错、无空白页；聚光点取景完整，结论所在元素在画面里。
+- [ ] 改动涉及的转场：p≈0.06–0.5 多取几帧，看有没有字压字、框穿字；**倒放方向 j→i 也要看**。
+- [ ] 改了细节图标题或引擎 2c：所有「总览聚焦 ↔ 细节全图」转场跑 `--overlap`（N 个主题，有封面时是 `2-3, 7-8, 12-13 …` 共 N 对，双向），按输出的坐标和 p 冻结截图确认墨迹是否相碰。扫描会算上所有飞行中的英文 × 中文行（包括总览侧正在淡出的小标题、双圈号标题合并进来的第二个小标题），所以几像素高的擦边是常态；几十像素宽、十几像素高且两边都清晰可见的重叠要改图（缩短标题、调整总览小标题位置）。
+- [ ] 改了卡片或 `coverTrans`：`0→1`、`1→0`、`倒数第二→最后`、`最后→倒数第二` 四个转场在 p=0.04–0.46 之间逐帧看，重点看超车词是否压到另一行或卡片下划线。
+- [ ] 二维码能扫出目标链接。
+- [ ] 单文件版拷到别处断网打开能翻完全部页；不引入外链字体或脚本，只依赖所选风格 `STYLE.md` 里的系统字体。
+- [ ] 换过风格（`styles.py apply`）后：框内文字没有溢出（无衬线比 Times 宽），暗色风格没有写死的黑字 / 白底。
+
+页数对照：`[cv] + ov + 5N + ov + [end]`。
+
+## 3. 演示操作
+
+单文件 `<DECK_NAME>.html` 用 Chrome 打开，`F` 全屏；`→` / 空格 / `Enter` / `PageDown` 下一页，`←` 上一页，`Home` / `End` 首末页；鼠标点击翻页，点左侧 20% 后退；网址末尾加 `#N` 直接打开第 N 页。
+
+## 4. 视频：`scripts/render_video.py`
+
+```bash
+python3 render_video.py music.mp3             # 4K + 1080p，输出到 video/（加进 .gitignore）
+python3 render_video.py --mux-only music.mp3  # 只换配乐，复用 video/silent_*.mp4
+```
+
+- 用 `freeze` 逐帧截图（60fps），节奏与网页一致、与机器快慢无关；每页停留时长在 `hold_seconds()` 改。34 页约录 9 分钟。
+- 片头片尾从纸色（deck 的底色，随风格变化）淡入淡出；配乐自动裁切、淡入淡出、响度归一到 -16 LUFS（true peak ≤ -1 dBFS）。
+- 配乐要优雅、节奏弱，用小提琴或民族乐器，不要鼓点和明显律动。注意版权。
+- 依赖 ffmpeg（`brew install ffmpeg`）。
+
+## 5. 分享与部署
+
+- 单文件完全离线，可直接发送、拷贝，或作为静态页面部署到任意静态托管（GitHub Pages、对象存储、内部静态站点等），改名 `index.html` 即可。
+- 源文件（图的 `.html`、`keynote.html`、脚本）和生成物（`assets/deck_data.js`、单文件）一起提交；改了图跑 `build_deck.py`，只改 `keynote.html` 跑 `build_deck.py --bundle`。
+- 部署会改变线上内容：执行前先征得用户同意；部署后下载线上文件和本地单文件对比哈希（`shasum`），并把链接写进项目 README。
diff --git a/stacks/atlas/skills/magic-move-deck/scripts/build_deck.py b/stacks/atlas/skills/magic-move-deck/scripts/build_deck.py
new file mode 100644
index 0000000..f1830b8
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/scripts/build_deck.py
@@ -0,0 +1,319 @@
+"""Freeze the deck's diagrams into per-element data for the Magic Move deck.
+
+Each diagram's own main() runs unchanged in Chromium. Before it runs, every rough.js call
+(rc.line / rc.rectangle / ...) is mirrored into an SVG group, and every HTML label is tagged
+with its draw order. Afterwards shapes and text lines are exported with their canvas-space
+geometry, so the deck can move the elements two slides share instead of cross-fading images.
+Pictures a diagram places on its label layer (<img>, e.g. product shots and the download QR on the
+cover / closing card) are exported too, inlined as data URIs so the bundled deck stays offline.
+Each diagram also exports its style's theme (paper colour, font stacks, card palette, glow), so
+keynote.html follows whichever style template the diagrams were drawn with.
+
+usage: python3 build_deck.py            -> assets/deck_data.js + <DECK_NAME>.html
+       python3 build_deck.py --bundle   -> only re-pack <DECK_NAME>.html (after editing keynote.html)
+
+Copy this file next to keynote.html (e.g. <project>/presentation/) and edit the CONFIG block only.
+"""
+import base64
+import json
+import os
+import re
+import sys
+import tempfile
+
+from playwright.sync_api import sync_playwright
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+ROOT = os.path.dirname(HERE)
+
+# ---------- CONFIG ----------
+# Single-file deck written next to this script.
+DECK_NAME = 'deck'
+# (key, diagram path relative to ROOT). Fixed keys: 'ov' = overview (required); 'cv' / 'end' = opening /
+# closing card (optional). Detail diagrams use any other key (d1, d2, ...) and are referenced by SECTIONS
+# in keynote.html. Each diagram is a copy of the chosen styles/<style>/diagram.html with only main() edited.
+SOURCES = [
+    ('cv', 'details/00_cover.html'),
+    ('ov', 'overview.html'),
+    ('d1', 'details/01_topic.html'),
+    ('end', 'details/99_end.html'),
+]
+# ---------- /CONFIG ----------
+
+MIME = {'.webp': 'image/webp', '.png': 'image/png', '.jpg': 'image/jpeg', '.svg': 'image/svg+xml'}
+MARK = 'main();\nwindow.__renderDone = true;'
+DATA = os.path.join(HERE, 'assets', 'deck_data.js')
+TAG = '<script src="assets/deck_data.js"></script>'
+
+# Runs in the diagram's own script scope, right before main().
+PRE = r"""
+(() => {
+  const NS = 'http://www.w3.org/2000/svg';
+  const host = document.createElementNS(NS, 'svg');
+  host.setAttribute('width', canvas.width); host.setAttribute('height', canvas.height);
+  host.setAttribute('style', 'position:absolute;left:0;top:0;opacity:0;pointer-events:none');
+  document.querySelector('.stage').appendChild(host);
+  const rs = rough.svg(host);
+  let seq = 0, gid = 0, grp = null, depth = 0;
+  const ops = window.__deckOps = [];
+  // A style template may normalise rough.js options (e.g. roughness 0) in restyle(args, method); the SVG
+  // mirror must draw with the same options as the canvas. A path ending in Z is a closed shape like a rectangle.
+  const norm = (a, m) => typeof restyle === 'function' ? restyle(a, m) : a;
+  for (const m of ['line', 'rectangle', 'ellipse', 'circle', 'linearPath', 'polygon', 'arc', 'curve', 'path']) {
+    const orig = rc[m].bind(rc);
+    rc[m] = (...a) => {
+      const r = orig(...a), g = rs[m](...norm(a, m));
+      host.appendChild(g);
+      ops.push({ m: m === 'path' && /z\s*$/i.test(a[0]) ? 'closedpath' : m, g, grp, seq: ++seq });
+      return r;
+    };
+  }
+  const tag = () => { const el = L.lastChild; el.dataset.seq = ++seq; el.dataset.grp = grp || ''; };
+  for (const name of ['plain', 'lbl']) {
+    const f = window[name];
+    window[name] = function (...a) { const r = f.apply(this, a); tag(); return r; };
+  }
+  // title() / subtitle() paint on the canvas; re-issue them as HTML so they become movable text.
+  const textAt = (kind, text, x, y, size, weight, family, color) => {
+    ctx.font = `${weight} ${size}px ${family}`;
+    const m = ctx.measureText(text), A = m.fontBoundingBoxAscent, D = m.fontBoundingBoxDescent;
+    const div = document.createElement('div');
+    div.className = 'label';
+    div.style.cssText = `left:${x}px;top:${y - A}px;width:max-content;white-space:nowrap;` +
+      `font-family:${family};font-size:${size}px;font-weight:${weight};line-height:${A + D}px;color:${color}`;
+    div.textContent = text;
+    L.appendChild(div); tag(); div.dataset.grp = kind;
+  };
+  // "中文\u2003English" titles become two atoms, so a two-line caption can fly into them.
+  window.title = (text, x, y, size = 44) => {
+    const parts = text.split('\u2003');
+    ctx.font = `700 ${size}px ${FONT_TI}`;
+    const dx = ctx.measureText(parts[0] + '\u2003').width;
+    textAt('title', parts[0], x, y, size, 700, FONT_TI, C.title);
+    if (parts.length > 1) textAt('title', parts.slice(1).join('\u2003'), x + dx, y, size, 700, FONT_TI, C.title);
+  };
+  window.subtitle = (text, x, y, size = 22) => textAt('subtitle', text, x, y, size, 400, FONT_BD, C.subtitle);
+  // Multi-stroke helpers move as one shape.
+  for (const name of ['arrow', 'frame', 'timeline', 'taskCard', 'bubble', 'legend']) {
+    const f = window[name];
+    window[name] = function (...a) {
+      const outer = depth === 0; if (outer) grp = `${name}:${++gid}`;
+      depth++;
+      try { return f.apply(this, a); } finally { depth--; if (outer) grp = null; }
+    };
+  }
+})();
+"""
+
+POST = r"""
+window.__deckExtract = async () => {
+  await document.fonts.ready;
+  const stage = document.querySelector('.stage'), sr = stage.getBoundingClientRect();
+  const q = v => Math.round(v * 10) / 10;
+  const R = r => [q(r.left - sr.left), q(r.top - sr.top), q(r.width), q(r.height)];
+  const norm = s => s.replace(/\s+/g, ' ').trim();
+  const esc = s => s.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;');
+
+  const groups = [], byKey = new Map();
+  for (const op of window.__deckOps) {
+    const k = op.grp || `op${op.seq}`;
+    if (!byKey.has(k)) { const G = { gid: op.grp, seq: op.seq, ms: [], gs: [] }; byKey.set(k, G); groups.push(G); }
+    const G = byKey.get(k); G.ms.push(op.m); G.gs.push(op.g);
+  }
+  const shapes = groups.map(G => {
+    let x0 = Infinity, y0 = Infinity, x1 = -Infinity, y1 = -Infinity;
+    for (const g of G.gs) {
+      const b = g.getBBox();
+      x0 = Math.min(x0, b.x); y0 = Math.min(y0, b.y); x1 = Math.max(x1, b.x + b.width); y1 = Math.max(y1, b.y + b.height);
+    }
+    const p = 5, st = G.gs[0].querySelector('path:not([stroke="none"])');
+    return { seq: G.seq, gid: G.gid, ms: G.ms, stroke: st ? st.getAttribute('stroke') : null,
+             r: [q(x0 - p), q(y0 - p), q(x1 - x0 + 2 * p), q(y1 - y0 + 2 * p)],
+             svg: G.gs.map(g => g.outerHTML).join('') };
+  });
+
+  const Lc = document.getElementById('labels'), texts = [];
+  const isBlock = el => getComputedStyle(el).display === 'block';
+  const hasInline = el => [...el.childNodes].some(n =>
+    (n.nodeType === 3 && n.textContent.trim()) || (n.nodeType === 1 && !isBlock(n)));
+  for (const root of Lc.children) {
+    const seq = +root.dataset.seq, gid = root.dataset.grp || null;
+    const emit = leaf => {
+      if (!norm(leaf.innerText)) return;
+      const cs = getComputedStyle(leaf);
+      let op = 1; for (let e = leaf; e && e !== Lc; e = e.parentElement) op *= +getComputedStyle(e).opacity;
+      const base = `font-family:${cs.fontFamily};font-size:${cs.fontSize};font-weight:${cs.fontWeight};` +
+        `font-style:${cs.fontStyle};line-height:${cs.lineHeight};color:${cs.color};text-align:${cs.textAlign};` +
+        `letter-spacing:${cs.letterSpacing};white-space:${cs.whiteSpace}`;
+      const br = leaf.getBoundingClientRect();
+      const bg = cs.backgroundColor !== 'rgba(0, 0, 0, 0)';
+      const segs = [[]];
+      for (const n of leaf.childNodes) n.nodeName === 'BR' ? segs.push([]) : segs[segs.length - 1].push(n);
+      const lines = segs.filter(s => s.some(n => n.textContent.trim()));
+      if (lines.length <= 1 || bg) {
+        const rg = document.createRange(); rg.selectNodeContents(leaf);
+        const t = { seq, gid, r: R(br), t: R(rg.getBoundingClientRect()), txt: norm(leaf.innerText), html: leaf.innerHTML,
+                    css: base + `;background:${cs.backgroundColor};padding:${cs.padding}`, op };
+        if (leaf.innerText.includes('\u2003')) t.em = leaf.innerText.split('\u2003').map(norm);   // one-line "English  中文" label
+        texts.push(t);
+        return;
+      }
+      // One movable atom per <br> line: same width and alignment as the parent, stacked line boxes.
+      const pl = parseFloat(cs.paddingLeft), pr = parseFloat(cs.paddingRight), pt = parseFloat(cs.paddingTop), pb = parseFloat(cs.paddingBottom);
+      const cx = br.left + pl, cw = br.width - pl - pr, ch = br.height - pt - pb, n = segs.length;
+      segs.forEach((s, i) => {
+        if (!s.some(nd => nd.textContent.trim())) return;
+        const rg = document.createRange(); rg.setStartBefore(s[0]); rg.setEndAfter(s[s.length - 1]);
+        const tr = rg.getBoundingClientRect();
+        texts.push({ seq, gid, r: R({ left: cx, top: br.top + pt + ch * i / n, width: cw, height: ch / n }), t: R(tr),
+                     txt: norm(s.map(nd => nd.textContent).join('')),
+                     html: s.map(nd => nd.nodeType === 3 ? esc(nd.textContent) : nd.outerHTML).join(''),
+                     css: base, op });
+      });
+    };
+    const walk = el => {
+      const kids = [...el.children].filter(isBlock);
+      if (kids.length && !hasInline(el)) kids.forEach(walk); else emit(el);
+    };
+    walk(root);
+  }
+  const images = [...Lc.querySelectorAll('img')].map(im => {
+    let op = 1; for (let e = im; e && e !== Lc; e = e.parentElement) op *= +getComputedStyle(e).opacity;
+    return { r: R(im.getBoundingClientRect()), src: im.getAttribute('src'), op };
+  });
+  // The style's theme: paper colour, .ti / .bd font stacks, card palette (C.card), shape glow (C.glow).
+  const font = cls => { const e = document.createElement('div'); e.className = cls; Lc.appendChild(e);
+                        const f = getComputedStyle(e).fontFamily; e.remove(); return f; };
+  const theme = { bg: getComputedStyle(stage).backgroundColor, ti: font('ti'), bd: font('bd'),
+                  card: C.card || null, glow: C.glow || null };
+  return { w: canvas.width, h: canvas.height, shapes, texts, images, theme };
+};
+"""
+
+CLOSED = {'rectangle', 'polygon', 'ellipse', 'circle', 'closedpath'}
+NUM = re.compile(r'(-?\d+\.\d)\d+')
+CJK = re.compile(r'[\u4e00-\u9fff]')
+BOLD = re.compile(r'font-weight:\s*([6-9]00|bold)')
+
+
+def zh_first(t):
+    """Pairing name of a one-line bilingual label: its Chinese part first, whichever part the slide shows first."""
+    parts = t.get('em') or [t['txt']]
+    return ' '.join(sorted(parts, key=lambda s: not CJK.search(s)))
+
+
+def iou(a, b):
+    x0, y0 = max(a[0], b[0]), max(a[1], b[1])
+    x1, y1 = min(a[0] + a[2], b[0] + b[2]), min(a[1] + a[3], b[1] + b[3])
+    inter = max(0, x1 - x0) * max(0, y1 - y0)
+    return inter / (a[2] * a[3] + b[2] * b[3] - inter)
+
+
+def inside(pt, r):
+    return r[0] <= pt[0] <= r[0] + r[2] and r[1] <= pt[1] <= r[1] + r[3]
+
+
+def structure(d):
+    """Group closed shapes and the text drawn into them into nodes; key frames by their label."""
+    shapes, texts = d['shapes'], d['texts']
+    for s in shapes:
+        s['svg'] = NUM.sub(r'\1', s['svg'])
+        s['grp'] = s['gid'].split(':')[0] if s['gid'] else None
+    nodes = []
+    closed = [i for i, s in enumerate(shapes) if not s['gid'] and len(s['ms']) == 1 and s['ms'][0] in CLOSED]
+    prev = None
+    for i in closed:
+        s = shapes[i]
+        p = shapes[prev] if prev is not None else None
+        if p is not None and p['seq'] == s['seq'] - 1 and p['stroke'] == s['stroke'] and iou(p['r'], s['r']) > 0.5:
+            nodes[p['node']]['shapes'].append(i)          # stacked copies of the same box
+        else:
+            nodes.append({'shapes': [i], 'texts': []})
+        s['node'] = len(nodes) - 1
+        prev = i
+    for j, t in enumerate(texts):
+        t['grp'] = t['gid'].split(':')[0] if t['gid'] else None
+        if t['grp'] == 'legend':
+            continue
+        c = (t['t'][0] + t['t'][2] / 2, t['t'][1] + t['t'][3] / 2)
+        own = [i for i in closed if shapes[i]['seq'] < t['seq'] and inside(c, shapes[i]['r'])]
+        if own:
+            n = shapes[max(own, key=lambda i: shapes[i]['seq'])]['node']
+            t['node'] = n
+            nodes[n]['texts'].append(j)
+    # A node's name is its first bold Chinese line (the slides lead with English), else its first line.
+    for n in nodes:
+        zh = [j for j in n['texts'] if BOLD.search(texts[j]['css']) and CJK.search(texts[j]['txt'])]
+        n['key'] = texts[(zh or n['texts'])[0]]['txt'] if n['texts'] else None
+    labels = {}
+    for j, t in enumerate(texts):
+        if t['grp'] == 'frame':
+            labels.setdefault(t['gid'], j)
+    for s in shapes:
+        if s['grp'] == 'frame':
+            j = labels.get(s['gid'])
+            if j is None:   # frame(..., null) + a separate plain() label sitting on its top edge
+                x, y, w, _ = s['r']
+                on_edge = [k for k, t in enumerate(texts) if t['grp'] is None and 'node' not in t
+                           and x <= t['t'][0] + t['t'][2] / 2 <= x + w
+                           and abs(t['t'][1] + t['t'][3] / 2 - (y + 5)) < 20]
+                j = on_edge[0] if on_edge else None
+            if j is not None:
+                s['fkey'], s['ftext'] = zh_first(texts[j]), j
+        s['c'] = s.pop('stroke', None)     # stroke colour: keynote.html tints the style's glow with it
+        for k in ('ms', 'gid'):
+            s.pop(k, None)
+    for t in texts:
+        t.pop('gid', None)
+        t.pop('em', None)
+    d['nodes'] = nodes
+    return d
+
+
+def main():
+    assert 'ov' in dict(SOURCES), "SOURCES needs the overview under key 'ov'"
+    out = {}
+    with tempfile.TemporaryDirectory(prefix='deck_') as tmp, sync_playwright() as p:
+        browser = p.chromium.launch()
+        for key, rel in SOURCES:
+            src = os.path.join(ROOT, rel)
+            html = open(src, encoding='utf-8').read()
+            assert html.count(MARK) == 1, src
+            html = html.replace(MARK, PRE + MARK + '\n' + POST)
+            path = os.path.join(tmp, key + '.html')
+            open(path, 'w', encoding='utf-8').write(html)
+            m = re.search(r'<canvas id="c" width="(\d+)" height="(\d+)"', html)
+            page = browser.new_page(viewport={'width': int(m.group(1)), 'height': int(m.group(2))})
+            page.goto('file://' + path)
+            page.wait_for_function('window.__renderDone === true && window.__deckExtract', timeout=60000)
+            d = structure(page.evaluate('window.__deckExtract()'))
+            page.close()
+            for im in d['images']:     # relative to the diagram, read from disk: the page itself ran from tmp
+                f = os.path.join(os.path.dirname(src), im['src'])
+                im['src'] = f"data:{MIME[os.path.splitext(f)[1]]};base64," + base64.b64encode(open(f, 'rb').read()).decode()
+            out[key] = d
+            keyed = sum(1 for n in d['nodes'] if n['key'])
+            print(f"{key}: {d['w']}x{d['h']}  shapes={len(d['shapes'])} texts={len(d['texts'])} images={len(d['images'])} nodes={len(d['nodes'])} keyed={keyed}")
+        browser.close()
+    os.makedirs(os.path.dirname(DATA), exist_ok=True)
+    with open(DATA, 'w', encoding='utf-8') as f:
+        f.write('window.DECK_DATA = ')
+        json.dump(out, f, ensure_ascii=False, separators=(',', ':'))
+        f.write(';\n')
+    print('wrote', DATA, os.path.getsize(DATA) // 1024, 'KB')
+
+
+def bundle():
+    """keynote.html with deck_data.js inlined: one offline file to copy, mail or open from a USB stick."""
+    html = open(os.path.join(HERE, 'keynote.html'), encoding='utf-8').read()
+    data = open(DATA, encoding='utf-8').read().replace('</', '<\\/')   # keep "</script>" out of the inline script
+    assert html.count(TAG) == 1 and '<!--' not in data
+    dst = os.path.join(HERE, DECK_NAME + '.html')
+    open(dst, 'w', encoding='utf-8').write(html.replace(TAG, '<script>' + data + '</script>'))
+    print('wrote', dst, os.path.getsize(dst) // 1024, 'KB')
+
+
+if __name__ == '__main__':
+    if '--bundle' not in sys.argv:
+        main()
+    bundle()
diff --git a/stacks/atlas/skills/magic-move-deck/scripts/render_video.py b/stacks/atlas/skills/magic-move-deck/scripts/render_video.py
new file mode 100644
index 0000000..63bfced
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/scripts/render_video.py
@@ -0,0 +1,141 @@
+"""Record keynote.html to video, frame by frame, at the deck's own transition timing.
+
+Each slide is held (one screenshot, repeated); each transition is stepped with __deck.freeze(i, j, p)
+at FPS, so motion is exact regardless of machine speed. PNG frames are piped straight into ffmpeg,
+which writes a 4K master and a 1080p copy in one pass. Music, if given, is trimmed and faded to fit
+and normalized to LUFS.
+
+usage: python3 render_video.py [music.mp3]   -> video/<VIDEO_NAME>_4k.mp4, video/<VIDEO_NAME>_1080p.mp4
+       python3 render_video.py --mux-only music.mp3   (reuse video/silent_*.mp4, only add the music)
+
+Copy this file next to keynote.html; keep video/ out of git (large, regenerable).
+"""
+import os
+import subprocess
+import sys
+
+from playwright.sync_api import sync_playwright
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+URL = 'file://' + os.path.join(HERE, 'keynote.html')
+OUT = os.path.join(HERE, 'video')
+VIDEO_NAME = 'deck'
+FPS = 60
+PAPER_JS = "getComputedStyle(document.getElementById('stage')).backgroundColor"   # fades from / to the style's paper
+FADE_IN, FADE_OUT = 0.8, 1.5
+LUFS = -16.0                            # music is the only audio track; keep it at a calm background level
+
+
+def hold_seconds(sl, i, n):
+    """Seconds a slide stays still before the next transition starts."""
+    if sl['d'] == 'cv':
+        return 3.5                      # opening card
+    if sl['d'] == 'end':
+        return 4.5                      # closing card
+    if sl['d'] == 'ov':
+        return 2.0 if sl.get('focus') else 3.0
+    return 2.5 if sl.get('focus') else 3.0
+
+
+def record(silent_4k, silent_1080):
+    with sync_playwright() as p:
+        browser = p.chromium.launch(args=['--force-color-profile=srgb'])
+        page = browser.new_page(viewport={'width': 1920, 'height': 1080}, device_scale_factor=2)
+        errors = []
+        page.on('pageerror', lambda e: errors.append(str(e)))
+        page.goto(URL)
+        page.wait_for_function('window.__ready === true', timeout=60000)
+        slides = page.evaluate('__deck.SLIDES')
+        paper = '0x' + ''.join(f'{int(v):02x}' for v in page.evaluate(PAPER_JS).split('(')[1].split(')')[0].split(',')[:3])
+        n = len(slides)
+        # plan: (hold i) (transition i→i+1) (hold i+1) ...
+        frames, plan = 0, []
+        for i in range(n):
+            plan.append(('hold', i, round(hold_seconds(slides[i], i, n) * FPS)))
+            if i + 1 < n:
+                plan.append(('trans', i, None))
+        total = None
+        ff = None
+        shot = lambda: page.screenshot(type='png')
+        for kind, i, count in plan:
+            if kind == 'hold':
+                page.evaluate(f'__deck.setState({i})')
+                png = shot()
+                frames_here = [png] * count
+            else:
+                dur = page.evaluate(f'__deck.freeze({i}, {i + 1}, 0)') / 1000
+                k = round(dur * FPS)
+                frames_here = []
+                for f in range(1, k):            # f = k is the next slide's first held frame
+                    page.evaluate(f'__deck.freeze({i}, {i + 1}, {f / k})')
+                    frames_here.append(shot())
+                page.evaluate(f'__deck.freeze({i}, {i + 1}, 1)')
+            if ff is None:
+                total = estimate_total(page, slides, n)
+                ff = start_ffmpeg(silent_4k, silent_1080, total, paper)
+            for b in frames_here:
+                ff.stdin.write(b)
+            frames += len(frames_here)
+            print(f'{kind:5s} {i:2d}  frames={frames}  t={frames / FPS:6.2f}s', flush=True)
+        ff.stdin.close()
+        assert ff.wait() == 0, 'ffmpeg failed'
+        browser.close()
+        assert not errors, errors
+        return frames / FPS
+
+
+def estimate_total(page, slides, n):
+    """Exact length up front (ffmpeg's fade-out needs it): holds + transition frames."""
+    t = sum(round(hold_seconds(slides[i], i, n) * FPS) for i in range(n))
+    durs = page.evaluate('''(n) => { const d = []; for (let i = 0; i + 1 < n; i++) d.push(__deck.freeze(i, i + 1, 0)); __deck.setState(0); return d; }''', n)
+    t += sum(round(d / 1000 * FPS) - 1 for d in durs)
+    return t / FPS
+
+
+def start_ffmpeg(out4k, out1080, total, paper):
+    vf = (f'fade=t=in:d={FADE_IN}:color={paper},fade=t=out:st={total - FADE_OUT:.3f}:d={FADE_OUT}:color={paper},'
+          'format=yuv420p,setparams=color_primaries=bt709:color_trc=bt709:colorspace=bt709:range=tv,'
+          'split=2[a][b];[b]scale=1920:1080:flags=lanczos[c]')
+    tag = ['-movflags', '+faststart']   # ffmpeg 8 takes color tags from the frames (setparams), not -color_* flags
+    cmd = ['ffmpeg', '-y', '-loglevel', 'error', '-f', 'image2pipe', '-framerate', str(FPS), '-c:v', 'png', '-i', '-',
+           '-filter_complex', '[0:v]scale=out_color_matrix=bt709,' + vf,
+           '-map', '[a]', '-c:v', 'libx264', '-preset', 'slow', '-crf', '16', *tag, out4k,
+           '-map', '[c]', '-c:v', 'libx264', '-preset', 'slow', '-crf', '18', *tag, out1080]
+    return subprocess.Popen(cmd, stdin=subprocess.PIPE)
+
+
+def music_gain_db(music, total):
+    """Gain that brings the used span to LUFS integrated loudness, capped so the true peak stays under -1 dBFS."""
+    err = subprocess.run(['ffmpeg', '-nostats', '-hide_banner', '-i', music, '-af', f'atrim=0:{total:.3f},ebur128=peak=true',
+                          '-f', 'null', '-'], capture_output=True, text=True, check=True).stderr
+    lufs = float(err.rsplit('I:', 1)[1].split('LUFS')[0])
+    peak = float(err.rsplit('Peak:', 1)[1].split('dBFS')[0])
+    return min(LUFS - lufs, -1.0 - peak)
+
+
+def add_music(video, music, total, gain_db, dst):
+    af = f'atrim=0:{total:.3f},afade=t=in:d=2,afade=t=out:st={total - 6:.3f}:d=6,volume={gain_db:.2f}dB,aresample=48000'
+    subprocess.run(['ffmpeg', '-y', '-loglevel', 'error', '-i', video, '-i', music, '-filter_complex', f'[1:a]{af}[m]',
+                    '-map', '0:v', '-map', '[m]', '-c:v', 'copy', '-c:a', 'aac', '-b:a', '256k', '-movflags', '+faststart',
+                    '-shortest', dst], check=True)
+
+
+def main():
+    os.makedirs(OUT, exist_ok=True)
+    s4k, s1080 = os.path.join(OUT, 'silent_4k.mp4'), os.path.join(OUT, 'silent_1080p.mp4')
+    if '--mux-only' not in sys.argv:
+        total = record(s4k, s1080)
+    else:
+        total = float(subprocess.check_output(['ffprobe', '-v', 'error', '-show_entries', 'format=duration', '-of', 'csv=p=0', s4k]))
+    print(f'video {total:.2f}s')
+    music = next((a for a in sys.argv[1:] if not a.startswith('--')), None)
+    if music:
+        gain = music_gain_db(music, total)
+        print(f'music gain {gain:+.1f} dB')
+        for src, name in ((s4k, f'{VIDEO_NAME}_4k.mp4'), (s1080, f'{VIDEO_NAME}_1080p.mp4')):
+            add_music(src, music, total, gain, os.path.join(OUT, name))
+            print('wrote', os.path.join(OUT, name))
+
+
+if __name__ == '__main__':
+    main()
diff --git a/stacks/atlas/skills/magic-move-deck/scripts/snapshot_deck.py b/stacks/atlas/skills/magic-move-deck/scripts/snapshot_deck.py
new file mode 100644
index 0000000..0ef43f4
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/scripts/snapshot_deck.py
@@ -0,0 +1,106 @@
+"""Screenshot a Magic Move deck: every slide, chosen transitions frozen at chosen progress, title-overlap scan.
+
+Drives the deck's test hook window.__deck (setState / freeze) in headless Chromium at 1920x1080.
+Fails (exit 1) on any page error. Conclusions still come from looking at the PNGs.
+
+usage:
+  python3 snapshot_deck.py keynote.html --out /tmp/shots --slides
+  python3 snapshot_deck.py keynote.html --out /tmp/shots --trans 0-1,1-0 --p 0.04,0.1,0.2,0.3,0.46
+  python3 snapshot_deck.py keynote.html --out /tmp/shots --overlap 2-3,3-2
+  python3 snapshot_deck.py deck.html --offline        # bundled file: no http(s) reference, every slide renders
+
+--overlap freezes i→j at p = k/40 and reports, per frame, the largest overlap between the text boxes
+(Range rects, not the wider element boxes) of a flying Latin title line and a flying CJK title line
+(elements with class .gh), in stage px.
+"""
+import argparse
+import os
+import re
+import sys
+
+from playwright.sync_api import sync_playwright
+
+OVERLAP_JS = r"""() => {
+  const cjk = s => /[\u4e00-\u9fff]/.test(s);
+  const vis = [...document.querySelectorAll('.gh')].filter(e => {
+    let o = 1; for (let n = e; n && n.id !== 'stage'; n = n.parentElement) o *= +getComputedStyle(n).opacity;
+    return o > 0.02 && e.textContent.trim();
+  }).map(e => { const rg = document.createRange(); rg.selectNodeContents(e);
+                return { zh: cjk(e.textContent), r: rg.getBoundingClientRect(), t: e.textContent.trim() }; });
+  const S = document.getElementById('stage').getBoundingClientRect();   // only what is on screen counts
+  let best = null;
+  for (const a of vis) for (const b of vis) {
+    if (a.zh || !b.zh) continue;
+    const x0 = Math.max(a.r.left, b.r.left, S.left), x1 = Math.min(a.r.right, b.r.right, S.right);
+    const y0 = Math.max(a.r.top, b.r.top, S.top), y1 = Math.min(a.r.bottom, b.r.bottom, S.bottom);
+    const w = x1 - x0, h = y1 - y0;
+    if (w > 0 && h > 0 && (!best || w * h > best.w * best.h))
+      best = { w: Math.round(w), h: Math.round(h), x: Math.round(x0), y: Math.round(y0), en: a.t, zh: b.t };
+  }
+  return best;
+}"""
+
+
+def pairs(spec):
+    return [tuple(int(v) for v in s.split('-')) for s in spec.split(',') if s]
+
+
+def main():
+    ap = argparse.ArgumentParser()
+    ap.add_argument('deck')
+    ap.add_argument('--out', default='/tmp/deck_shots')
+    ap.add_argument('--slides', action='store_true', help='screenshot every slide')
+    ap.add_argument('--trans', default='', help='transitions i-j[,i-j...] (0-based slide indexes)')
+    ap.add_argument('--p', default='0.06,0.15,0.25,0.35,0.5,0.75', help='progress values for --trans')
+    ap.add_argument('--overlap', default='', help='transitions to scan for title-line overlap at p = k/40')
+    ap.add_argument('--offline', action='store_true', help='bundled deck: assert no http reference, shoot every slide')
+    a = ap.parse_args()
+    deck = os.path.abspath(a.deck)
+    os.makedirs(a.out, exist_ok=True)
+    ok = True
+    if a.offline:
+        n = len(re.findall('http', open(deck, encoding='utf-8').read()))
+        print(f'http references: {n}')
+        ok &= n == 0
+        a.slides = True
+    with sync_playwright() as p:
+        browser = p.chromium.launch(args=['--force-color-profile=srgb'])
+        page = browser.new_page(viewport={'width': 1920, 'height': 1080})
+        errors = []
+        page.on('pageerror', lambda e: errors.append(str(e)))
+        if a.offline:
+            page.route(re.compile(r'^https?://'), lambda r: r.abort())
+        page.goto('file://' + deck)
+        page.wait_for_function('window.__ready === true', timeout=60000)
+        n = page.evaluate('__deck.SLIDES.length')
+        print(f'slides: {n}')
+        if a.slides:
+            for i in range(n):
+                page.evaluate(f'__deck.setState({i})')
+                page.screenshot(path=os.path.join(a.out, f'slide_{i:02d}.png'))
+        for i, j in pairs(a.trans):
+            for v in [float(x) for x in a.p.split(',')]:
+                page.evaluate(f'__deck.freeze({i}, {j}, {v})')
+                page.screenshot(path=os.path.join(a.out, f'trans_{i:02d}-{j:02d}_p{v:.3f}.png'))
+            page.evaluate(f'__deck.freeze({i}, {j}, 1)')
+        for i, j in pairs(a.overlap):
+            worst = None
+            for k in range(1, 40):
+                page.evaluate(f'__deck.freeze({i}, {j}, {k / 40})')
+                hit = page.evaluate(OVERLAP_JS)
+                if hit:
+                    print(f'  {i}->{j} p={k / 40:.3f}: {hit["w"]}x{hit["h"]}px at ({hit["x"]},{hit["y"]})  "{hit["en"]}" x "{hit["zh"]}"')
+                    if not worst or hit['w'] * hit['h'] > worst['w'] * worst['h']:
+                        worst = dict(hit, p=k / 40)
+            page.evaluate(f'__deck.freeze({i}, {j}, 1)')
+            print(f'overlap {i}->{j}: ' + (f'max {worst["w"]}x{worst["h"]}px at ({worst["x"]},{worst["y"]}) p={worst["p"]:.3f}' if worst else 'none'))
+        browser.close()
+    if errors:
+        print('page errors:', *errors, sep='\n  ')
+        ok = False
+    print('screenshots in', a.out)
+    sys.exit(0 if ok else 1)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/stacks/atlas/skills/magic-move-deck/scripts/styles.py b/stacks/atlas/skills/magic-move-deck/scripts/styles.py
new file mode 100644
index 0000000..f1ee08c
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/scripts/styles.py
@@ -0,0 +1,156 @@
+"""Style templates for the Magic Move deck: render one diagram in every style, or switch diagrams to a style.
+
+Every styles/<id>/diagram.html exposes the same helpers (box, node, frame, arrow, lbl, plain, title, ...),
+the same 9 role slots (C.user ... C.error) and the same CONFIG-free main() contract, so the main() of
+any diagram renders unchanged in any style. This script moves a main() between templates.
+
+usage:
+  python3 styles.py list
+  python3 styles.py samples details/01_topic.html --out style-samples
+      -> style-samples/<style>.html + <style>.png for every style, and style-samples/contact-sheet.png (2x2)
+  python3 styles.py apply minimal overview.html details/*.html
+      -> rewrites each file in place: the chosen style's helpers, the file's own main() and canvas size
+
+Run it from anywhere; it finds the templates next to itself (../styles). Needs Playwright Chromium for
+`samples`; rendering loads rough.js from jsDelivr.
+"""
+import argparse
+import html
+import os
+import re
+import sys
+
+SKILL = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+STYLES_DIR = os.path.join(SKILL, 'styles')
+MARK = 'main();\nwindow.__renderDone = true;'
+MAIN = re.compile(r'^function main\(\)', re.M)
+CANVAS = re.compile(r'<canvas id="c" width="(\d+)" height="(\d+)"></canvas>')
+STAGE = re.compile(r'<div class="stage" style="width: \d+px; height: \d+px;">')
+
+
+def styles():
+    """Style ids in display order (STYLE.md `<!-- order: N -->` line), with their one-line descriptions."""
+    out = []
+    for sid in sorted(os.listdir(STYLES_DIR)):
+        md = os.path.join(STYLES_DIR, sid, 'STYLE.md')
+        if not os.path.isfile(os.path.join(STYLES_DIR, sid, 'diagram.html')):
+            continue
+        text = open(md, encoding='utf-8').read() if os.path.isfile(md) else ''
+        head = re.search(r'^# (.+)$', text, re.M)
+        blurb = re.search(r'^> (.+)$', text, re.M)
+        order = re.search(r'<!-- order: (\d+) -->', text)
+        out.append((int(order.group(1)) if order else 99, sid, head.group(1) if head else sid, blurb.group(1) if blurb else ''))
+    return [(sid, name, blurb) for _, sid, name, blurb in sorted(out)]
+
+
+def split(src, path):
+    """(helpers before main, main() source, canvas w, canvas h) of a diagram or template."""
+    assert src.count(MARK) == 1, f'{path}: expected exactly one "{MARK!r}"'
+    ms = list(MAIN.finditer(src))
+    assert ms, f'{path}: no top-level "function main()"'
+    i, j = ms[-1].start(), src.index(MARK)
+    m = CANVAS.search(src)
+    assert m, f'{path}: no <canvas id="c" width=.. height=..>'
+    return src[:i], src[i:j], int(m.group(1)), int(m.group(2))
+
+
+def restyle(sid, main_src, w, h, base=None):
+    """The chosen style's template with this main() and canvas size (base: directory images resolve against)."""
+    tpl_path = os.path.join(STYLES_DIR, sid, 'diagram.html')
+    tpl = open(tpl_path, encoding='utf-8').read()
+    head, _, _, _ = split(tpl, tpl_path)
+    out = head + main_src + tpl[tpl.index(MARK):]
+    out = CANVAS.sub(f'<canvas id="c" width="{w}" height="{h}"></canvas>', out, count=1)
+    out = STAGE.sub(f'<div class="stage" style="width: {w}px; height: {h}px;">', out, count=1)
+    if base:
+        out = out.replace('<meta charset="utf-8">', f'<meta charset="utf-8">\n<base href="file://{html.escape(base)}/">', 1)
+    return out
+
+
+def render(page, path, png, w, h):
+    page.set_viewport_size({'width': w, 'height': h})
+    page.goto('file://' + path)
+    page.wait_for_function('window.__renderDone === true', timeout=60000)
+    page.evaluate('document.fonts.ready.then(() => true)')
+    page.screenshot(path=png)
+
+
+def cmd_samples(a):
+    from playwright.sync_api import sync_playwright
+    src_path = os.path.abspath(a.diagram)
+    _, main_src, w, h = split(open(src_path, encoding='utf-8').read(), src_path)
+    out = os.path.abspath(a.out)
+    os.makedirs(out, exist_ok=True)
+    chosen = [s for s in styles() if not a.styles or s[0] in a.styles.split(',')]
+    base = os.path.dirname(src_path) if os.path.dirname(src_path) != out else None
+    with sync_playwright() as p:
+        browser = p.chromium.launch()
+        page = browser.new_page()
+        errors = []
+        page.on('pageerror', lambda e: errors.append(str(e)))
+        shots = []
+        for sid, name, _ in chosen:
+            hp, png = os.path.join(out, sid + '.html'), os.path.join(out, sid + '.png')
+            open(hp, 'w', encoding='utf-8').write(restyle(sid, main_src, w, h, base))
+            render(page, hp, png, w, h)
+            shots.append((sid, name, png))
+            print('wrote', png)
+        # contact sheet: 2 columns, each sample at half size, labelled "A · handdrawn · 手绘" ...
+        cw, ch = w // 2, h // 2
+        cells = ''.join(
+            f'<figure><img src="file://{html.escape(png)}" width="{cw}" height="{ch}">'
+            f'<figcaption>{chr(65 + k)} · {html.escape(name)}</figcaption></figure>'
+            for k, (_, name, png) in enumerate(shots))
+        sheet = os.path.join(out, 'contact-sheet.html')
+        open(sheet, 'w', encoding='utf-8').write(
+            '<!DOCTYPE html><meta charset="utf-8"><style>'
+            'body{margin:0;background:#e9e9ec;font:600 26px system-ui,"PingFang SC",sans-serif;color:#222}'
+            '.g{display:grid;grid-template-columns:repeat(2,max-content);gap:28px;padding:28px}'
+            'figure{margin:0}img{display:block;border:1px solid #c9c9cf;box-shadow:0 6px 20px rgba(0,0,0,.08)}'
+            'figcaption{padding:12px 2px 0}</style>'
+            f'<div class="g">{cells}</div><script>window.__renderDone = true;</script>')
+        rows = (len(shots) + 1) // 2
+        page.set_viewport_size({'width': 2 * cw + 3 * 28 + 4, 'height': rows * (ch + 60) + (rows + 1) * 28})
+        page.goto('file://' + sheet)
+        page.wait_for_function('[...document.images].every(i => i.complete)')
+        page.screenshot(path=os.path.join(out, 'contact-sheet.png'), full_page=True)
+        print('wrote', os.path.join(out, 'contact-sheet.png'))
+        browser.close()
+    if errors:
+        sys.exit('page errors:\n' + '\n'.join(errors))
+
+
+def cmd_apply(a):
+    ids = [s[0] for s in styles()]
+    if a.style not in ids:
+        sys.exit(f'unknown style {a.style!r}; choose one of {", ".join(ids)}')
+    for f in a.files:
+        path = os.path.abspath(f)
+        _, main_src, w, h = split(open(path, encoding='utf-8').read(), path)
+        open(path, 'w', encoding='utf-8').write(restyle(a.style, main_src, w, h))
+        print(f'{f}: {a.style} ({w}x{h})')
+
+
+def main():
+    ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
+    sub = ap.add_subparsers(dest='cmd', required=True)
+    sub.add_parser('list', help='available styles')
+    s = sub.add_parser('samples', help='render one diagram in every style + a 2x2 contact sheet')
+    s.add_argument('diagram')
+    s.add_argument('--out', default='style-samples')
+    s.add_argument('--styles', default='', help='comma-separated subset (default: all)')
+    p = sub.add_parser('apply', help='switch diagrams to a style in place (keeps each main() and canvas size)')
+    p.add_argument('style')
+    p.add_argument('files', nargs='+')
+    a = ap.parse_args()
+    if a.cmd == 'list':
+        for sid, name, blurb in styles():
+            print(f'{sid:10s} {name}  —  {blurb}')
+    elif a.cmd == 'samples':
+        cmd_samples(a)
+    else:
+        cmd_apply(a)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/stacks/atlas/skills/magic-move-deck/styles/brutalist/STYLE.md b/stacks/atlas/skills/magic-move-deck/styles/brutalist/STYLE.md
new file mode 100644
index 0000000..0a9a239
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/brutalist/STYLE.md
@@ -0,0 +1,43 @@
+# 新野兽派 Brutalist
+<!-- order: 4 -->
+> 奶油底 + 粗黑描边 + 高饱和平涂 + 硬投影 + 粗体无衬线，像独立杂志或潮流海报
+
+![preview](preview.png)
+
+适合：创意提案、产品故事、社区分享、年轻受众；需要「一眼记住」的场合。
+
+## 视觉要素
+
+| 要素 | 取值 |
+|---|---|
+| 背景 | 奶油色 `#f4efe4` |
+| 形状 | `roughness 0`、直角、粗黑描边（约为手绘风的 1.15 倍）、高饱和平涂；框右下 7px 黑色硬投影 |
+| 字体 | Helvetica Neue / Arial 粗体，中文 PingFang SC / 微软雅黑 / Noto Sans SC |
+| 箭头 | 黑色粗线 + 大号实心三角 |
+| 分区框 | 黑色长虚线；标签是填该分区颜色的色块 |
+| 文字色 | 框内文字 = 描边 = 黑色（`C.error` 例外：红描边红字） |
+| 卡片 | 黑框奶白卡 + 黑色硬投影；毛玻璃为橙 → 黄 → 奶油渐变 |
+
+## 9 个色槽
+
+本风格所有槽描边都是 `#111111`，靠填充色区分概念；`C.error` 用红色描边。
+
+| 槽 | 描边 = 框内文字 | 填充 | 对比度 |
+|---|---|---|---|
+| `C.user` | `#111111` | `#8ecbff` 天蓝 | 10.9 |
+| `C.im` | `#111111` | `#6fe3c8` 薄荷 | 12.1 |
+| `C.agent` | `#111111` | `#ff9248` 橙 | 8.5 |
+| `C.subagent` | `#111111` | `#ffd84d` 黄 | 13.7 |
+| `C.llm` | `#111111` | `#bda6ff` 薰衣草 | 9.0 |
+| `C.tools` | `#111111` | `#9be870` 草绿 | 12.7 |
+| `C.memory` | `#111111` | `#ffa8d5` 粉 | 10.6 |
+| `C.external` | `#111111` | `#ddd6c6` 石色 | 13.0 |
+| `C.error` | `#c8102e` 红 | `#ffe0e0` | 4.8 |
+
+通用色：箭头 `#111111`，标题 `#111111`，副标题 `#3d3a35`，注释 `#5b574f`。
+
+## 本风格的额外规则
+
+- `box()` 先画投影（同描边色、黑色填充、偏移 7px）再画框：两者是连续绘制、同描边、高度重叠的闭合形状，`build_deck.py` 按「堆叠框」把它们当同一个节点，转场时一起移动。不要在投影和框之间插入别的绘制。
+- 所有槽描边相同，颜色是概念的唯一视觉线索之一：每个框都必须有文字；分区标签色块帮读者对应分区颜色。
+- 粗体无衬线比 Times 宽：框内英文留 10–15% 余量。
diff --git a/stacks/atlas/skills/magic-move-deck/styles/brutalist/diagram.html b/stacks/atlas/skills/magic-move-deck/styles/brutalist/diagram.html
new file mode 100644
index 0000000..8be0cde
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/brutalist/diagram.html
@@ -0,0 +1,256 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: brutalist (新野兽派)
+  - Cream paper, thick black outlines, flat saturated fills, hard offset shadows under boxes, square corners
+  - Heavy grotesque typography: Helvetica Neue / Arial for Latin, PingFang SC / Microsoft YaHei / Noto Sans SC for Chinese
+  - Same 9 role slots, helper names and signatures as every other style template (styles/*/diagram.html),
+    so one main() renders in any style. Edit main() at the bottom only; keep the helpers untouched.
+  - Hard rules: no emoji; node text color = node stroke color (black, except the red error slot);
+    arrows are C.flow; red only for exceptions.
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<style>
+  * { box-sizing: border-box; }
+  body { margin: 0; background: #f4efe4;
+    font-family: 'Helvetica Neue', Helvetica, Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; }
+  .stage { position: relative; background: #f4efe4; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  .ti { font-family: 'Helvetica Neue', Helvetica, Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 700; }
+  .bd { font-family: 'Helvetica Neue', Helvetica, Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+
+// ============================================================
+//  STYLE NORMALISER — every rough.js call (helpers and main() alike) is drawn with this
+//  style's options, so a main() written for another style still comes out clean here.
+//  build_deck.py mirrors shapes into SVG through the same restyle(), so the deck matches.
+// ============================================================
+const OPT_AT = { line: 4, rectangle: 4, ellipse: 4, circle: 3, linearPath: 1, polygon: 1, arc: 7, curve: 1, path: 1 };
+function restyle(a, m) {
+  const b = a.slice(), i = OPT_AT[m];
+  while (b.length < i) b.push(undefined);
+  const o = Object.assign({}, b[i] || {});
+  o.roughness = 0; o.bowing = 0; o.disableMultiStroke = true; o.disableMultiStrokeFill = true;
+  o.strokeWidth = Math.max(1.6, (o.strokeWidth ?? 1) * 1.15);
+  if (o.fillStyle && o.fillStyle !== 'solid') o.fillStyle = 'solid';
+  b[i] = o;
+  return b;
+}
+const rc = rough.canvas(canvas);
+for (const m in OPT_AT) { const f = rc[m].bind(rc); rc[m] = (...a) => f(...restyle(a, m)); }
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Helvetica Neue', Helvetica, Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif`;
+const FONT_BD = FONT_TI;
+
+// ============================================================
+//  PALETTE — 9 fixed role slots: flat saturated fills, black ink.
+//  stroke = node-internal text color too; every stroke ≥ 4.5:1 against its fill (see STYLE.md).
+// ============================================================
+const INK = '#111111', SHADOW = '#111111';
+const C = {
+  user:     { stroke: INK, fill: '#8ecbff' },        // sky
+  im:       { stroke: INK, fill: '#6fe3c8' },        // mint
+  agent:    { stroke: INK, fill: '#ff9248' },        // orange (main subject)
+  subagent: { stroke: INK, fill: '#ffd84d' },        // yellow
+  llm:      { stroke: INK, fill: '#bda6ff' },        // lavender
+  tools:    { stroke: INK, fill: '#9be870' },        // green
+  memory:   { stroke: INK, fill: '#ffa8d5' },        // pink
+  external: { stroke: INK, fill: '#ddd6c6' },        // stone
+  error:    { stroke: '#c8102e', fill: '#ffe0e0' },  // red (exceptions only)
+  flow:     INK,                                     // all arrows
+  bg:       '#f4efe4',                               // canvas background
+  title:    INK,
+  subtitle: '#3d3a35',
+  caption:  '#5b574f',
+  glow:     null,
+  card: { stroke: INK, fill: '#fffaf0', accent: '#ff5c39', title: INK, text: INK, muted: '#5b574f',
+          glass: 'linear-gradient(160deg, rgba(255,146,72,.30) 0%, rgba(255,216,77,.22) 45%, rgba(244,239,228,.55) 80%, rgba(244,239,228,.7) 100%)',
+          pane: 'rgba(255,250,240,.65)', shadow: 'none' },   // the card's box() already draws a hard shadow
+};
+
+// rough.js baseline (restyle() then makes it crisp: roughness 0, 1.15× stroke width).
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — thick line + filled triangle head; pass { strokeLineDash: [10,7] } for dashed,
+//  { stroke: C.error.stroke, strokeLineDash: [10,7] } for the error path.
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  const a = Math.atan2(y2 - y1, x2 - x1), L = 16, back = L * 0.8;
+  rc.line(x1, y1, x2 - back * Math.cos(a), y2 - back * Math.sin(a), op);
+  rc.polygon([[x2, y2],
+              [x2 - L * Math.cos(a - Math.PI / 6.5), y2 - L * Math.sin(a - Math.PI / 6.5)],
+              [x2 - L * Math.cos(a + Math.PI / 6.5), y2 - L * Math.sin(a + Math.PI / 6.5)]],
+             Object.assign({}, op, { strokeLineDash: undefined, fill: op.stroke, fillStyle: 'solid', strokeWidth: 1 }));
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic entity: hard offset shadow, then the box. The shadow is drawn right before the box with
+// the same stroke, so the deck treats the pair as one node (stacked copies) and moves them together.
+const OFFSET = 7;
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x + OFFSET, y + OFFSET, w, h, opts(color, Object.assign({}, override, { fill: SHADOW })));
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x + 5, y + 5, w, h, opts(color, { strokeWidth: 2.2, fill: SHADOW }));
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  rc.path(`M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`, opts(color, { strokeWidth: 1.8 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`, { stroke: color.stroke, strokeWidth: 1.6 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2 }));
+  const tailY = y + h * 0.5, s = tailSide === 'left' ? -1 : 1, bx = tailSide === 'left' ? x : x + w;
+  rc.path(`M${bx} ${tailY-10} L${bx + s * 15} ${tailY} L${bx} ${tailY+10}`,
+    { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2 });
+}
+
+// Hexagon — Error / Decision / fallback
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  rc.polygon([[cx - dx + ear, cy - dy], [cx + dx - ear, cy - dy], [cx + dx, cy],
+              [cx + dx - ear, cy + dy], [cx - dx + ear, cy + dy], [cx - dx, cy]], opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.8, strokeLineDash: [8, 8] });
+  marks.forEach(m => rc.rectangle(m.x - 6, y - 6, 12, 12, { stroke: C.flow, fill: C.flow, fillStyle: 'solid', strokeWidth: 1.5 }));
+}
+
+// ============================================================
+//  TEXT HELPERS — all text goes through HTML labels (title/subtitle are canvas text,
+//  which build_deck.py re-issues as HTML). `text` / `sub` are HTML: escape '<' and '&'.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold title + regular subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#111111', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title / subtitle (build_deck.py turns them into movable HTML text with the same font)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas color, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(244,239,228,.95)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed black boundary; its title is a tag filled with the group's color.
+// Lines only (no fill), so it never paints over the nodes inside.
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.8, strokeLineDash: [12, 7] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: color.fill, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors; list only colors used.
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  title('Diagram Title · 副标题', 70, 70);
+  subtitle('一句话描述 · 用于多图统一开篇', 70, 105);
+  box(120, 200, 200, 110, C.user);
+  box(770, 195, 340, 150, C.agent, { strokeWidth: 3 });
+  arrow(320, 255, 768, 270);
+  lbl({ text: 'User',  sub: '用户', x: 120, y: 222, w: 200, color: C.user.stroke });
+  lbl({ text: 'Agent', sub: '主 Agent', x: 770, y: 222, w: 340, color: C.agent.stroke, size: 30 });
+  plain({ text: '① 提问', x: 380, y: 235, w: 80, color: C.flow, bg: LABEL_BG, size: 17 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/styles/brutalist/preview.png b/stacks/atlas/skills/magic-move-deck/styles/brutalist/preview.png
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diff --git a/stacks/atlas/skills/magic-move-deck/styles/handdrawn/STYLE.md b/stacks/atlas/skills/magic-move-deck/styles/handdrawn/STYLE.md
new file mode 100644
index 0000000..ab09923
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/handdrawn/STYLE.md
@@ -0,0 +1,43 @@
+# 手绘 Hand-drawn
+<!-- order: 1 -->
+> rough.js 手绘线条 + 宋体 / Times 印刷字 + 暖米白纸面，像教科书插图或白板草图
+
+![preview](preview.png)
+
+适合：技术分享、架构讲解、内部培训、公众号配图风格的 deck。观感亲和、不像「PPT」。
+
+模板改编自 [handdrawn-diagram](https://github.com/TrentChou/handdrawn-diagram)（MIT）。
+
+## 视觉要素
+
+| 要素 | 取值 |
+|---|---|
+| 背景 | 暖米白 `#fdfdfa`（不用纯白） |
+| 形状 | rough.js 手绘：`roughness 1.6`、`bowing 1.4`、描边 2.4px、`solid` 浅色填充 |
+| 字体 | 中文宋体 / 中宋（Songti SC · STZhongsong · SimSun · Noto Serif SC），拉丁 Times New Roman |
+| 箭头 | 暖墨色 `#3a3530` 手绘线 + 两笔箭头 |
+| 分区框 | 4 条手绘虚线，标签压在上边线、带纸色底 |
+| 强调 | 主角框加大 1.3–1.5 倍、描边 3–3.2px，不靠更亮的颜色 |
+| 卡片 | 钢蓝描边、半透明纸色填充；毛玻璃为钢蓝 → 纸色渐变 |
+
+## 9 个色槽
+
+| 槽 | 描边 = 框内文字 | 填充 | 对比度 |
+|---|---|---|---|
+| `C.user` | `#1f5582` 钢蓝 | `#e3ebf2` | 6.5 |
+| `C.im` | `#106668` 墨青 | `#dde8e7` | 5.4 |
+| `C.agent` | `#a04a1f` 砖橙 | `#f3e2cf` | 4.7 |
+| `C.subagent` | `#7d4f0a` 焦糖 | `#f4eacd` | 5.8 |
+| `C.llm` | `#4a3f8c` 靛紫 | `#e6e2ef` | 6.9 |
+| `C.tools` | `#2f6b3c` 苔绿 | `#dfead9` | 5.1 |
+| `C.memory` | `#6e554a` 栗棕 | `#ede2d5` | 5.4 |
+| `C.external` | `#4f5359` 墨灰 | `#e9e7e3` | 6.3 |
+| `C.error` | `#a52928` 砖红 | `#f0d8d2` | 5.2 |
+
+通用色：箭头 `#3a3530`，标题 `#2a2520`，副标题 `#5a544f`，注释 `#7a746e`（对底色 4.5:1，不要再调浅）。
+
+## 本风格的额外规则
+
+- 字体只用宋体 / 中宋 + Times New Roman。不用黑体 / 无衬线，也不用手写体、楷书、Caveat 之类：手绘形状 + 印刷字的反差就是这套风格。
+- 有文字的形状不用 `hachure`（斜线填充）；斜线只给没有文字的装饰块。
+- 这套色饱和度低、明度接近，9 色同屏也不打架；但红绿色盲下 Agent / Sub-Agent、User / LLM、IM / External 三对难分，所以每个框都要有文字。
diff --git a/stacks/atlas/skills/magic-move-deck/styles/handdrawn/diagram.html b/stacks/atlas/skills/magic-move-deck/styles/handdrawn/diagram.html
new file mode 100644
index 0000000..10b08dc
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/handdrawn/diagram.html
@@ -0,0 +1,289 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: handdrawn (手绘)
+  Adapted from the handdrawn-diagram template (https://github.com/TrentChou/handdrawn-diagram, MIT).
+  - rough.js based shapes (hand-drawn jittered lines + solid light fill; hachure available as override)
+  - Conventional print typography: Chinese 宋体 / 中宋, Latin Times New Roman
+  - 9-role palette + shape helpers (box / channel / taskCard / bubble / hexagon / timeline / frame) + node() + legend()
+  - Hard rules: no emoji; Latin = Times New Roman, CN = Songti family, never sans-serif / script / handwritten
+  - Edit main() at the bottom to draw your own diagram. Keep helpers untouched: every style template exposes
+    the same helper names and signatures, so one main() renders in any style (scripts/styles.py).
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<!-- Web fallback: Noto Serif SC (思源宋体) for systems without Songti / SimSun.
+     Times New Roman ships with Windows and macOS (Linux falls back to serif); no Web load needed. -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+  * { box-sizing: border-box; }
+  /* Font stack discipline: put Latin (Times New Roman) FIRST,
+     then Chinese (中宋 -> 宋体 -> 思源宋体), then `serif` fallback.
+     Browser does per-character matching: English chars hit Times,
+     CJK chars skip Times and hit Songti / Zhongsong. NEVER use cursive
+     or sans-serif as fallback — those route to system handwriting / Heiti
+     and break the print-text aesthetic. */
+  body { margin: 0; background: #fdfdfa;
+    font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; }
+  .stage { position: relative; background: #fdfdfa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.22; }
+  /* Title / emphasis: Zhongsong (中宋) for Chinese, Times bold for Latin */
+  .ti { font-family: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 700; }
+  /* Body / sub-label: Songti for Chinese, Times regular for Latin */
+  .bd { font-family: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+const rc = rough.canvas(canvas);
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+const FONT_BD = `'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif`;
+
+// ============================================================
+//  PALETTE — 9 fixed roles (low-saturation warm version on ivory).
+//  Same role uses the same color across every diagram in the article.
+//  stroke = node-internal text color too. WCAG ≥ 4.5:1 vs fill.
+//  See STYLE.md (next to this template) for the contrast table.
+// ============================================================
+const C = {
+  user:     { stroke: '#1f5582', fill: '#e3ebf2' },  // 钢蓝 / 雾蓝     6.5:1
+  im:       { stroke: '#106668', fill: '#dde8e7' },  // 墨青 / 雾青     5.4:1
+  agent:    { stroke: '#a04a1f', fill: '#f3e2cf' },  // 砖橙 / 米橙     4.7:1 (主角)
+  subagent: { stroke: '#7d4f0a', fill: '#f4eacd' },  // 焦糖 / 麦黄     5.8:1
+  llm:      { stroke: '#4a3f8c', fill: '#e6e2ef' },  // 靛紫 / 雾紫     6.9:1
+  tools:    { stroke: '#2f6b3c', fill: '#dfead9' },  // 苔绿 / 雾绿     5.1:1
+  memory:   { stroke: '#6e554a', fill: '#ede2d5' },  // 栗棕 / 牛皮     5.4:1
+  external: { stroke: '#4f5359', fill: '#e9e7e3' },  // 墨灰 / 暖灰     6.3:1
+  error:    { stroke: '#a52928', fill: '#f0d8d2' },  // 砖红 / 浅赭     5.2:1 (异常专用)
+  flow:     '#3a3530',                                // 暖墨色 — 所有箭头
+  bg:       '#fdfdfa',                                // 暖米白 — 画布底色
+  title:    '#2a2520',                                // 暖墨黑 — 大标题
+  subtitle: '#5a544f',                                // 暖中灰 — 副标
+  caption:  '#7a746e',                                // 暖浅灰 — 图例小字
+  glow:     null,                                     // deck: CSS filter on every shape (none for this style)
+  // Cover / closing card palette + the deck's frosted glass behind it (keynote.html reads it via build_deck.py)
+  card: { stroke: '#1f5582', fill: 'rgba(245,248,251,0.6)', accent: '#2f6f9f', title: '#163d5e',
+          text: '#2a2520', muted: '#5a544f',
+          glass: 'linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%)',
+          pane: 'rgba(253,253,250,.42)', shadow: '0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06)' },
+};
+
+// ============================================================
+//  STYLE OPTIONS — rough.js baseline: bold stroke, high roughness, visible bowing
+//  Default fillStyle = 'solid' (clean light fill behind text).
+//  Hachure (斜线填充) leaves diagonal noise behind labels — small text on
+//  phones gets eaten by the lines. Use hachure ONLY for shapes WITHOUT
+//  text inside (pure decorative blocks). Override per-shape:
+//    opts(C.agent, { fillStyle: 'hachure', hachureGap: 9, hachureAngle: -41 })
+// ============================================================
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// ============================================================
+//  ARROW — solid by default; pass { strokeLineDash: [10,7] } for dashed
+//  Pass o = { stroke: C.error.stroke, strokeLineDash: [10,7] } for error path
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  rc.line(x1, y1, x2, y2, op);
+  const a = Math.atan2(y2 - y1, x2 - x1);
+  const L = 14;
+  const headOpts = Object.assign({}, op, { strokeLineDash: undefined });
+  rc.line(x2, y2, x2 - L * Math.cos(a - Math.PI/6), y2 - L * Math.sin(a - Math.PI/6), headOpts);
+  rc.line(x2, y2, x2 - L * Math.cos(a + Math.PI/6), y2 - L * Math.sin(a + Math.PI/6), headOpts);
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic rectangle entity (Service / Agent / Resource)
+function box(x, y, w, h, color, override = {}) {
+  rc.rectangle(x, y, w, h, opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  const path = `M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`;
+  rc.path(path, opts(color, { strokeWidth: 1.8, roughness: 1.3 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`,
+    { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.rectangle(x, y, w, h, opts(color, { strokeWidth: 2, roughness: 1.3 }));
+  const tailY = y + h * 0.5;
+  if (tailSide === 'left') {
+    rc.path(`M${x} ${tailY-10} L${x-14} ${tailY} L${x} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  } else {
+    rc.path(`M${x+w} ${tailY-10} L${x+w+14} ${tailY} L${x+w} ${tailY+10}`,
+      { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2, roughness: 1.2 });
+  }
+}
+
+// Hexagon — used for Error / Decision / 异常兜底
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  const pts = [
+    [cx - dx + ear, cy - dy],
+    [cx + dx - ear, cy - dy],
+    [cx + dx,       cy],
+    [cx + dx - ear, cy + dy],
+    [cx - dx + ear, cy + dy],
+    [cx - dx,       cy],
+  ];
+  rc.polygon(pts, opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, roughness: 1, strokeLineDash: [6, 8] });
+  marks.forEach(m => {
+    rc.line(m.x, y - 6, m.x, y + 6, { stroke: C.flow, strokeWidth: 1.6, roughness: 1 });
+  });
+}
+
+// ============================================================
+//  TEXT HELPERS — Title (Times + 中宋) + body (Times + 宋体)
+//  All Chinese text MUST go through HTML labels, not canvas fillText,
+//  so the serif fallback chain (Songti/SimSun/Noto Serif SC) kicks in.
+//  `text` / `sub` are injected as HTML (so <b>, <br> work). Escape literal
+//  '<' and '&' as &lt; / &amp;, and never pass untrusted strings.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold Times/Zhongsong title + regular Times/Songti subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#3a3530', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title (Times bold for Latin, Zhongsong for Chinese — fillText supports CJK fine)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas ivory, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(253,253,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+//   node(x, y, w, h, C.agent, '在线检索', 'Query 理解 · 召回', { box: { strokeWidth: 3 }, size: 30 })
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.22 + (sub ? 3 + subSize * 1.22 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary around a group of nodes (subsystem / sandbox / plan).
+// Drawn as 4 dashed lines, never rc.rectangle (a rough rectangle can paint fill over the nodes inside).
+// The title sits on the top edge with LABEL_BG so the dashed line does not cross it.
+//   frame(340, 280, 1330, 210, C.agent, '在线检索')
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.6, roughness: 1.2, strokeLineDash: [10, 6] };
+  rc.line(x, y, x + w, y, o);
+  rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o);
+  rc.line(x, y + h, x, y, o);
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors (SKILL.md rule 6); list only colors used.
+// Swatches are small solid boxes with the text beside them, never inside.
+//   legend(80, 1000, [{ c: C.user, n: 'User', z: '用户' }, { c: C.agent, n: '主 Agent', z: '编排核心' }], 3, 300)
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.rectangle(ix, iy, 36, 26, opts(it.c, { strokeWidth: 2, roughness: 1.3 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  // 1. Title
+  title('Diagram Title · 副标题', 70, 70);
+  subtitle('一句话描述 · 用于多图统一开篇', 70, 105);
+
+  // 2. Draw shapes — example skeleton
+  box(120, 200, 200, 110, C.user);
+  box(770, 195, 340, 150, C.agent, { strokeWidth: 3 });
+
+  // 3. Connect — solid arrows for normal flow, red dashed for error
+  arrow(320, 255, 768, 270);
+
+  // 4. Add labels (always via HTML lbl/plain, not canvas, so CN renders correctly)
+  lbl({ text: 'User',  sub: '用户', x: 120, y: 222, w: 200, color: C.user.stroke });
+  lbl({ text: 'Agent', sub: '主 Agent', x: 770, y: 222, w: 340, color: C.agent.stroke, size: 30 });
+  plain({ text: '① 提问', x: 380, y: 235, w: 80, color: C.flow, bg: LABEL_BG, size: 17 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
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diff --git a/stacks/atlas/skills/magic-move-deck/styles/minimal/STYLE.md b/stacks/atlas/skills/magic-move-deck/styles/minimal/STYLE.md
new file mode 100644
index 0000000..eda890f
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/minimal/STYLE.md
@@ -0,0 +1,42 @@
+# 简约 Minimal
+<!-- order: 2 -->
+> 干净几何线条 + 圆角卡片 + 无衬线 UI 字体 + 近白底，像产品发布会或设计系统文档
+
+![preview](preview.png)
+
+适合：产品介绍、对外发布、方案评审、客户演示。信息密度高时依然清爽。
+
+## 视觉要素
+
+| 要素 | 取值 |
+|---|---|
+| 背景 | 近白 `#fafafa` |
+| 形状 | 精确几何：`roughness 0`、单笔描边（约为手绘风的 0.72 倍粗）、14px 圆角矩形、极浅色填充 |
+| 字体 | 系统 UI 无衬线（system-ui / Segoe UI / Helvetica Neue），中文 PingFang SC / 微软雅黑 / Noto Sans SC |
+| 箭头 | 石板灰 `#334155` 细线 + 实心三角箭头 |
+| 分区框 | 18px 圆角虚线框，无填充 |
+| 通道 / 气泡 | 胶囊形长条、圆角气泡 |
+| 强调 | 主角框加大、描边加粗（`strokeWidth: 3` → 实际约 2.2px） |
+| 卡片 | 浅灰描边白卡；毛玻璃为蓝 → 白渐变 |
+
+## 9 个色槽
+
+| 槽 | 描边 = 框内文字 | 填充 | 对比度 |
+|---|---|---|---|
+| `C.user` | `#1d4ed8` 蓝 | `#eff6ff` | 6.2 |
+| `C.im` | `#0f766e` 青 | `#effcf9` | 5.2 |
+| `C.agent` | `#c2410c` 橙 | `#fff4ea` | 4.8 |
+| `C.subagent` | `#a16207` 琥珀 | `#fefbe8` | 4.7 |
+| `C.llm` | `#6d28d9` 紫 | `#f5f3ff` | 6.5 |
+| `C.tools` | `#15803d` 绿 | `#effbf2` | 4.7 |
+| `C.memory` | `#be185d` 玫红 | `#fdf2f8` | 5.5 |
+| `C.external` | `#475569` 石板灰 | `#f1f5f9` | 6.9 |
+| `C.error` | `#b91c1c` 红 | `#fef2f2` | 5.9 |
+
+通用色：箭头 `#334155`，标题 `#0f172a`，副标题 `#475569`，注释 `#64748b`。
+
+## 本风格的额外规则
+
+- `restyle()` 把所有 rough.js 调用（包括 `main()` 里直接写的 `rc.line(..., { roughness: 1.4 })`）强制为 `roughness 0`、单笔、`solid` 填充，所以从别的风格搬来的 `main()` 也是干净线条。
+- 圆角框是以 `Z` 结尾的 `rc.path`，`build_deck.py` 把它当闭合形状（节点）处理。
+- 无衬线拉丁字母比 Times 宽约 10–15%：框内英文要留余量，长副标题控制在一行内。
diff --git a/stacks/atlas/skills/magic-move-deck/styles/minimal/diagram.html b/stacks/atlas/skills/magic-move-deck/styles/minimal/diagram.html
new file mode 100644
index 0000000..6a145fb
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/minimal/diagram.html
@@ -0,0 +1,257 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: minimal (简约)
+  - Clean geometric shapes: rough.js with roughness 0, thin strokes, rounded boxes, light tinted fills
+  - Sans-serif UI typography: system UI font for Latin, PingFang SC / Microsoft YaHei / Noto Sans SC for Chinese
+  - Same 9 role slots, helper names and signatures as every other style template (styles/*/diagram.html),
+    so one main() renders in any style. Edit main() at the bottom only; keep the helpers untouched.
+  - Hard rules: no emoji; node text color = node stroke color; arrows are C.flow; red only for exceptions.
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<style>
+  * { box-sizing: border-box; }
+  body { margin: 0; background: #fafafa;
+    font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; }
+  .stage { position: relative; background: #fafafa; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.24; }
+  /* Title / emphasis: semibold-bold sans */
+  .ti { font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 700; }
+  /* Body / sub-label */
+  .bd { font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+
+// ============================================================
+//  STYLE NORMALISER — every rough.js call (helpers and main() alike) is drawn with this
+//  style's options, so a main() written for another style still comes out clean here.
+//  build_deck.py mirrors shapes into SVG through the same restyle(), so the deck matches.
+// ============================================================
+const OPT_AT = { line: 4, rectangle: 4, ellipse: 4, circle: 3, linearPath: 1, polygon: 1, arc: 7, curve: 1, path: 1 };
+function restyle(a, m) {
+  const b = a.slice(), i = OPT_AT[m];
+  while (b.length < i) b.push(undefined);
+  const o = Object.assign({}, b[i] || {});
+  o.roughness = 0; o.bowing = 0; o.disableMultiStroke = true; o.disableMultiStrokeFill = true;
+  o.strokeWidth = Math.max(1.2, (o.strokeWidth ?? 1) * 0.72);
+  if (o.fillStyle && o.fillStyle !== 'solid') o.fillStyle = 'solid';
+  b[i] = o;
+  return b;
+}
+const rc = rough.canvas(canvas);
+for (const m in OPT_AT) { const f = rc[m].bind(rc); rc[m] = (...a) => f(...restyle(a, m)); }
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif`;
+const FONT_BD = FONT_TI;
+
+// ============================================================
+//  PALETTE — 9 fixed role slots (crisp UI tints on near-white).
+//  stroke = node-internal text color too; every stroke ≥ 4.5:1 against its fill (see STYLE.md).
+// ============================================================
+const C = {
+  user:     { stroke: '#1d4ed8', fill: '#eff6ff' },  // blue
+  im:       { stroke: '#0f766e', fill: '#effcf9' },  // teal
+  agent:    { stroke: '#c2410c', fill: '#fff4ea' },  // orange (main subject)
+  subagent: { stroke: '#a16207', fill: '#fefbe8' },  // amber
+  llm:      { stroke: '#6d28d9', fill: '#f5f3ff' },  // violet
+  tools:    { stroke: '#15803d', fill: '#effbf2' },  // green
+  memory:   { stroke: '#be185d', fill: '#fdf2f8' },  // pink
+  external: { stroke: '#475569', fill: '#f1f5f9' },  // slate
+  error:    { stroke: '#b91c1c', fill: '#fef2f2' },  // red (exceptions only)
+  flow:     '#334155',                                // all arrows
+  bg:       '#fafafa',                                // canvas background
+  title:    '#0f172a',
+  subtitle: '#475569',
+  caption:  '#64748b',
+  glow:     null,
+  card: { stroke: '#cbd5e1', fill: 'rgba(255,255,255,0.72)', accent: '#2563eb', title: '#0f172a',
+          text: '#1e293b', muted: '#64748b',
+          glass: 'linear-gradient(160deg, rgba(37,99,235,.16) 0%, rgba(147,197,253,.14) 40%, rgba(241,245,249,.45) 75%, rgba(250,250,250,.6) 100%)',
+          pane: 'rgba(255,255,255,.5)', shadow: '0 30px 80px rgba(15,23,42,.12), 0 4px 14px rgba(15,23,42,.06)' },
+};
+
+// rough.js baseline (restyle() then makes it crisp: roughness 0, ~0.72× stroke width).
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// Rounded-rectangle path (closed with Z, so the deck treats it as a node like a rectangle).
+const RADIUS = 14;
+function rrect(x, y, w, h, r = RADIUS) {
+  r = Math.max(0, Math.min(r, w / 2, h / 2));
+  return `M${x + r} ${y} H${x + w - r} A${r} ${r} 0 0 1 ${x + w} ${y + r} V${y + h - r} A${r} ${r} 0 0 1 ${x + w - r} ${y + h} ` +
+         `H${x + r} A${r} ${r} 0 0 1 ${x} ${y + h - r} V${y + r} A${r} ${r} 0 0 1 ${x + r} ${y} Z`;
+}
+
+// ============================================================
+//  ARROW — line + filled triangle head; pass { strokeLineDash: [10,7] } for dashed,
+//  { stroke: C.error.stroke, strokeLineDash: [10,7] } for the error path.
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  const a = Math.atan2(y2 - y1, x2 - x1), L = 13, back = L * 0.8;
+  rc.line(x1, y1, x2 - back * Math.cos(a), y2 - back * Math.sin(a), op);
+  rc.polygon([[x2, y2],
+              [x2 - L * Math.cos(a - Math.PI / 7), y2 - L * Math.sin(a - Math.PI / 7)],
+              [x2 - L * Math.cos(a + Math.PI / 7), y2 - L * Math.sin(a + Math.PI / 7)]],
+             Object.assign({}, op, { strokeLineDash: undefined, fill: op.stroke, fillStyle: 'solid', strokeWidth: 1 }));
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic entity (Service / Agent / Resource): rounded rectangle
+function box(x, y, w, h, color, override = {}) {
+  rc.path(rrect(x, y, w, h), opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus): pill shape
+function channel(x, y, w, h, color) {
+  rc.path(rrect(x, y, w, h, h / 2), opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  rc.path(`M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`, opts(color, { strokeWidth: 1.8 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`, { stroke: color.stroke, strokeWidth: 1.6 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.path(rrect(x, y, w, h, 12), opts(color, { strokeWidth: 2 }));
+  const tailY = y + h * 0.5, s = tailSide === 'left' ? -1 : 1, bx = tailSide === 'left' ? x : x + w;
+  rc.path(`M${bx} ${tailY-9} L${bx + s * 13} ${tailY} L${bx} ${tailY+9}`,
+    { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2 });
+}
+
+// Hexagon — Error / Decision / fallback
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  rc.polygon([[cx - dx + ear, cy - dy], [cx + dx - ear, cy - dy], [cx + dx, cy],
+              [cx + dx - ear, cy + dy], [cx - dx + ear, cy + dy], [cx - dx, cy]], opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, strokeLineDash: [6, 8] });
+  marks.forEach(m => rc.circle(m.x, y, 9, { stroke: C.flow, fill: C.bg, fillStyle: 'solid', strokeWidth: 1.6 }));
+}
+
+// ============================================================
+//  TEXT HELPERS — all text goes through HTML labels (title/subtitle are canvas text,
+//  which build_deck.py re-issues as HTML). `text` / `sub` are HTML: escape '<' and '&'.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold title + regular subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#334155', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title / subtitle (build_deck.py turns them into movable HTML text with the same font)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas color, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(250,250,250,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.24 + (sub ? 3 + subSize * 1.24 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed rounded boundary around a group of nodes, title on its top edge.
+// Outline only (no fill), so it never paints over the nodes inside.
+function frame(x, y, w, h, color, label, labelW = 160) {
+  rc.path(rrect(x, y, w, h, 18), { stroke: color.stroke, strokeWidth: 1.6, strokeLineDash: [8, 7] });
+  if (label) plain({ text: label, x: x + 18, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors; list only colors used.
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.path(rrect(ix, iy, 36, 26, 6), opts(it.c, { strokeWidth: 2 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  title('Diagram Title · 副标题', 70, 70);
+  subtitle('一句话描述 · 用于多图统一开篇', 70, 105);
+  box(120, 200, 200, 110, C.user);
+  box(770, 195, 340, 150, C.agent, { strokeWidth: 3 });
+  arrow(320, 255, 768, 270);
+  lbl({ text: 'User',  sub: '用户', x: 120, y: 222, w: 200, color: C.user.stroke });
+  lbl({ text: 'Agent', sub: '主 Agent', x: 770, y: 222, w: 340, color: C.agent.stroke, size: 30 });
+  plain({ text: '① 提问', x: 380, y: 235, w: 80, color: C.flow, bg: LABEL_BG, size: 17 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/styles/minimal/preview.png b/stacks/atlas/skills/magic-move-deck/styles/minimal/preview.png
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diff --git a/stacks/atlas/skills/magic-move-deck/styles/neon/STYLE.md b/stacks/atlas/skills/magic-move-deck/styles/neon/STYLE.md
new file mode 100644
index 0000000..1ba818d
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/neon/STYLE.md
@@ -0,0 +1,42 @@
+# 暗色科技 Neon
+<!-- order: 3 -->
+> 深海军蓝底 + 霓虹描边与柔光 + 切角面板 + 无衬线字体，像监控大屏或科技发布会
+
+![preview](preview.png)
+
+适合：AI / 基础设施 / 安全 / 数据平台主题，暗场投影，录屏视频。
+
+## 视觉要素
+
+| 要素 | 取值 |
+|---|---|
+| 背景 | 深海军蓝 `#0b1020` |
+| 形状 | `roughness 0`、单笔描边、12px 切角（HUD 面板）、同色相深色填充 |
+| 发光 | 每个形状按自己的描边色发光：图里是 canvas `shadowBlur 9`，deck 里是 `C.glow` = `drop-shadow(0 0 5px …)` |
+| 字体 | 系统 UI 无衬线，中文 PingFang SC / 微软雅黑 / Noto Sans SC |
+| 箭头 | 冷灰蓝 `#9fb3c8` 细线 + 实心三角 |
+| 分区框 | 细点虚线 + 四角加粗括角 |
+| 卡片 | 青色描边深色半透明卡；毛玻璃为青 → 靛 → 深蓝渐变 |
+
+## 9 个色槽
+
+| 槽 | 描边 = 框内文字 | 填充 | 对比度 |
+|---|---|---|---|
+| `C.user` | `#60a5fa` 电光蓝 | `#0f1d3a` | 6.6 |
+| `C.im` | `#2dd4bf` 青 | `#0a2629` | 8.5 |
+| `C.agent` | `#fb923c` 霓虹橙 | `#2a170c` | 7.6 |
+| `C.subagent` | `#facc15` 黄 | `#262109` | 10.5 |
+| `C.llm` | `#a78bfa` 紫 | `#1c1736` | 6.3 |
+| `C.tools` | `#4ade80` 绿 | `#0c2617` | 9.2 |
+| `C.memory` | `#f472b6` 品红 | `#2b1024` | 6.6 |
+| `C.external` | `#94a3b8` 钢灰 | `#151c2b` | 6.6 |
+| `C.error` | `#f87171` 红 | `#2d1114` | 6.3 |
+
+通用色：箭头 `#9fb3c8`，标题 `#e6edf7`，副标题 `#9aa8bd`，注释 `#8393ab`。
+
+## 本风格的额外规则
+
+- 暗底：`main()` 里不要写死白色或黑色文字 / 填充，一律用 `C.title`、`C.caption`、`C.<slot>`、`LABEL_BG`。
+- 发光会让很近的两个框糊在一起：框与框之间留 ≥ 24px。
+- 二维码等图片放在白色方块里（`fill: '#ffffff'`），否则手机扫不出。
+- 每个形状一层 `drop-shadow` 滤镜：deck 的形状数超过约 400 时，转场在低配机器上可能掉帧；录视频不受影响（逐帧截图）。
diff --git a/stacks/atlas/skills/magic-move-deck/styles/neon/diagram.html b/stacks/atlas/skills/magic-move-deck/styles/neon/diagram.html
new file mode 100644
index 0000000..f2e27ae
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/styles/neon/diagram.html
@@ -0,0 +1,273 @@
+<!DOCTYPE html>
+<!--
+  Magic Move deck style: neon (暗色科技)
+  - Dark navy canvas, bright neon outlines with a soft glow, deep tinted fills, chamfered (cut-corner) boxes
+  - Sans-serif UI typography: system UI font for Latin, PingFang SC / Microsoft YaHei / Noto Sans SC for Chinese
+  - Same 9 role slots, helper names and signatures as every other style template (styles/*/diagram.html),
+    so one main() renders in any style. Edit main() at the bottom only; keep the helpers untouched.
+  - Hard rules: no emoji; node text color = node stroke color; arrows are C.flow; red only for exceptions.
+-->
+<html>
+<head>
+<meta charset="utf-8">
+<style>
+  * { box-sizing: border-box; }
+  body { margin: 0; background: #0b1020;
+    font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; }
+  .stage { position: relative; background: #0b1020; }
+  canvas { display: block; }
+  .label { position: absolute; pointer-events: none; line-height: 1.24; }
+  .ti { font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 700; }
+  .bd { font-family: system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif; font-weight: 400; }
+</style>
+<script src="https://cdn.jsdelivr.net/npm/roughjs@4.6.6/bundled/rough.js"
+        integrity="sha384-1NLkwxMO2sOqcq7rQkFBhIAUJtbt8ziLxhVKVgKfFGMEU8pF+GEq5LVogviveup6"
+        crossorigin="anonymous"></script>
+</head>
+<body>
+<!-- Set canvas size to whatever your diagram needs -->
+<div class="stage" style="width: 1920px; height: 1080px;">
+  <canvas id="c" width="1920" height="1080"></canvas>
+  <div id="labels"></div>
+</div>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+
+// ============================================================
+//  STYLE NORMALISER — every rough.js call (helpers and main() alike) is drawn with this
+//  style's options, so a main() written for another style still comes out clean here.
+//  build_deck.py mirrors shapes into SVG through the same restyle(), so the deck matches;
+//  the glow is a canvas shadow here and C.glow (a CSS filter per shape) in the deck.
+// ============================================================
+const OPT_AT = { line: 4, rectangle: 4, ellipse: 4, circle: 3, linearPath: 1, polygon: 1, arc: 7, curve: 1, path: 1 };
+function restyle(a, m) {
+  const b = a.slice(), i = OPT_AT[m];
+  while (b.length < i) b.push(undefined);
+  const o = Object.assign({}, b[i] || {});
+  o.roughness = 0; o.bowing = 0; o.disableMultiStroke = true; o.disableMultiStrokeFill = true;
+  o.strokeWidth = Math.max(1.2, (o.strokeWidth ?? 1) * 0.75);
+  if (o.fillStyle && o.fillStyle !== 'solid') o.fillStyle = 'solid';
+  b[i] = o;
+  return b;
+}
+const rc = rough.canvas(canvas);
+for (const m in OPT_AT) {
+  const f = rc[m].bind(rc);
+  rc[m] = (...a) => {
+    const b = restyle(a, m), st = b[OPT_AT[m]].stroke;
+    ctx.save();
+    if (st && st !== 'none') { ctx.shadowColor = st; ctx.shadowBlur = 9; }
+    try { return f(...b); } finally { ctx.restore(); }
+  };
+}
+
+// Canonical font stacks — keep in sync with CSS .ti / .bd above.
+const FONT_TI = `system-ui, -apple-system, 'Segoe UI', 'Helvetica Neue', Arial, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Noto Sans SC', sans-serif`;
+const FONT_BD = FONT_TI;
+
+// ============================================================
+//  PALETTE — 9 fixed role slots (neon strokes over deep tinted fills on navy).
+//  stroke = node-internal text color too; every stroke ≥ 4.5:1 against its fill (see STYLE.md).
+// ============================================================
+const C = {
+  user:     { stroke: '#60a5fa', fill: '#0f1d3a' },  // electric blue
+  im:       { stroke: '#2dd4bf', fill: '#0a2629' },  // cyan-teal
+  agent:    { stroke: '#fb923c', fill: '#2a170c' },  // neon orange (main subject)
+  subagent: { stroke: '#facc15', fill: '#262109' },  // yellow
+  llm:      { stroke: '#a78bfa', fill: '#1c1736' },  // violet
+  tools:    { stroke: '#4ade80', fill: '#0c2617' },  // green
+  memory:   { stroke: '#f472b6', fill: '#2b1024' },  // magenta
+  external: { stroke: '#94a3b8', fill: '#151c2b' },  // steel
+  error:    { stroke: '#f87171', fill: '#2d1114' },  // red (exceptions only)
+  flow:     '#9fb3c8',                                // all arrows
+  bg:       '#0b1020',                                // canvas background
+  title:    '#e6edf7',
+  subtitle: '#9aa8bd',
+  caption:  '#8393ab',
+  // Deck: CSS filter on every shape; {c} = the shape's stroke colour.
+  glow:     'drop-shadow(0 0 5px color-mix(in srgb, {c} 55%, transparent))',
+  card: { stroke: '#38bdf8', fill: 'rgba(11,16,32,0.72)', accent: '#22d3ee', title: '#e6edf7',
+          text: '#cbd5e1', muted: '#8393ab',
+          glass: 'linear-gradient(160deg, rgba(34,211,238,.16) 0%, rgba(99,102,241,.16) 45%, rgba(11,16,32,.55) 80%, rgba(11,16,32,.7) 100%)',
+          pane: 'rgba(11,16,32,.55)', shadow: '0 0 0 1px rgba(56,189,248,.25), 0 30px 90px rgba(0,0,0,.55)' },
+};
+
+// rough.js baseline (restyle() then makes it crisp: roughness 0, 0.75× stroke width).
+const opts = (color, o = {}) => Object.assign({
+  stroke: color.stroke,
+  fill:   color.fill,
+  fillStyle: 'solid',
+  strokeWidth: 2.4,
+  roughness: 1.6,
+  bowing: 1.4,
+}, o);
+
+// Chamfered rectangle: cut corners like a HUD panel (polygon → a node in the deck).
+const CUT = 12;
+function chamfer(x, y, w, h, c = CUT) {
+  c = Math.max(0, Math.min(c, w / 3, h / 3));
+  return [[x + c, y], [x + w - c, y], [x + w, y + c], [x + w, y + h - c],
+          [x + w - c, y + h], [x + c, y + h], [x, y + h - c], [x, y + c]];
+}
+
+// ============================================================
+//  ARROW — line + filled triangle head; pass { strokeLineDash: [10,7] } for dashed,
+//  { stroke: C.error.stroke, strokeLineDash: [10,7] } for the error path.
+// ============================================================
+function arrow(x1, y1, x2, y2, o = {}) {
+  const op = Object.assign({ stroke: C.flow, strokeWidth: 2, roughness: 1.4 }, o);
+  const a = Math.atan2(y2 - y1, x2 - x1), L = 13, back = L * 0.8;
+  rc.line(x1, y1, x2 - back * Math.cos(a), y2 - back * Math.sin(a), op);
+  rc.polygon([[x2, y2],
+              [x2 - L * Math.cos(a - Math.PI / 7), y2 - L * Math.sin(a - Math.PI / 7)],
+              [x2 - L * Math.cos(a + Math.PI / 7), y2 - L * Math.sin(a + Math.PI / 7)]],
+             Object.assign({}, op, { strokeLineDash: undefined, fill: op.stroke, fillStyle: 'solid', strokeWidth: 1 }));
+}
+
+// ============================================================
+//  SHAPE HELPERS
+// ============================================================
+// Box — generic entity (Service / Agent / Resource): chamfered panel
+function box(x, y, w, h, color, override = {}) {
+  rc.polygon(chamfer(x, y, w, h), opts(color, override));
+}
+
+// Channel — flat horizontal strip (IM / Queue / Bus)
+function channel(x, y, w, h, color) {
+  rc.polygon(chamfer(x, y, w, h, h / 2), opts(color, { strokeWidth: 2.2 }));
+}
+
+// Task Card — folded-corner note (work unit / job / task)
+function taskCard(x, y, w, h, color) {
+  const fold = 14;
+  rc.path(`M${x} ${y} L${x+w-fold} ${y} L${x+w} ${y+fold} L${x+w} ${y+h} L${x} ${y+h} Z`, opts(color, { strokeWidth: 1.8 }));
+  rc.path(`M${x+w-fold} ${y} L${x+w-fold} ${y+fold} L${x+w} ${y+fold}`, { stroke: color.stroke, strokeWidth: 1.6 });
+}
+
+// Bubble — speech bubble for Status / Notification (left or right tail)
+function bubble(x, y, w, h, color, tailSide = 'left') {
+  rc.polygon(chamfer(x, y, w, h, 8), opts(color, { strokeWidth: 2 }));
+  const tailY = y + h * 0.5, s = tailSide === 'left' ? -1 : 1, bx = tailSide === 'left' ? x : x + w;
+  rc.path(`M${bx} ${tailY-9} L${bx + s * 13} ${tailY} L${bx} ${tailY+9}`,
+    { stroke: color.stroke, fill: color.fill, fillStyle: 'solid', strokeWidth: 2 });
+}
+
+// Hexagon — Error / Decision / fallback
+function hexagon(cx, cy, w, h, color) {
+  const dx = w / 2, dy = h / 2, ear = w * 0.18;
+  rc.polygon([[cx - dx + ear, cy - dy], [cx + dx - ear, cy - dy], [cx + dx, cy],
+              [cx + dx - ear, cy + dy], [cx - dx + ear, cy + dy], [cx - dx, cy]], opts(color));
+}
+
+// Timeline — horizontal dashed line with tick marks
+function timeline(x1, y, x2, marks /* [{x,text}] — text rendered separately via plain() */) {
+  rc.line(x1, y, x2, y, { stroke: C.flow, strokeWidth: 1.6, strokeLineDash: [6, 8] });
+  marks.forEach(m => rc.polygon([[m.x, y - 6], [m.x + 6, y], [m.x, y + 6], [m.x - 6, y]],
+                                { stroke: C.flow, fill: C.bg, fillStyle: 'solid', strokeWidth: 1.6 }));
+}
+
+// ============================================================
+//  TEXT HELPERS — all text goes through HTML labels (title/subtitle are canvas text,
+//  which build_deck.py re-issues as HTML). `text` / `sub` are HTML: escape '<' and '&'.
+// ============================================================
+const L = document.getElementById('labels');
+
+// Two-line label: bold title + regular subtitle
+function lbl({ text, sub, x, y, w, color, size=24, subSize=16, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color;
+  div.innerHTML = `
+    <div class="ti" style="font-size:${size}px;font-weight:700">${text}</div>
+    ${sub ? `<div class="bd" style="font-size:${subSize}px;color:${color};opacity:.85;margin-top:3px">${sub}</div>` : ''}
+  `;
+  L.appendChild(div);
+}
+
+// Single-line plain label (arrow labels, bubble content, captions)
+function plain({ text, x, y, w, color='#9fb3c8', size=18, weight=400, bg=null, align='center' }) {
+  const div = document.createElement('div');
+  div.className = 'label bd';
+  div.style.left = x + 'px'; div.style.top = y + 'px';
+  div.style.width = w + 'px'; div.style.textAlign = align;
+  div.style.color = color; div.style.fontSize = size + 'px';
+  div.style.fontWeight = weight;
+  if (bg) { div.style.background = bg; div.style.padding = '1px 6px'; }
+  div.innerHTML = text;
+  L.appendChild(div);
+}
+
+// Canvas title / subtitle (build_deck.py turns them into movable HTML text with the same font)
+function title(text, x, y, size=44) {
+  ctx.font = `700 ${size}px ${FONT_TI}`;
+  ctx.fillStyle = C.title;
+  ctx.fillText(text, x, y);
+}
+function subtitle(text, x, y, size=22) {
+  ctx.font = `400 ${size}px ${FONT_BD}`;
+  ctx.fillStyle = C.subtitle;
+  ctx.fillText(text, x, y);
+}
+
+// Label background = canvas color, slightly translucent. Use for any label that sits on a line.
+const LABEL_BG = 'rgba(11,16,32,.94)';
+
+// ============================================================
+//  COMPOSITE HELPERS
+// ============================================================
+// Node — box + vertically centered two-line label in the box's stroke color.
+function node(x, y, w, h, color, text, sub, o = {}) {
+  const size = o.size || 23, subSize = o.subSize || 15;
+  box(x, y, w, h, color, o.box || {});
+  const textH = size * 1.24 + (sub ? 3 + subSize * 1.24 : 0);
+  lbl({ text, sub, x, y: y + (h - textH) / 2, w, color: color.stroke, size, subSize });
+}
+
+// Group Frame — dashed boundary with corner brackets, title on its top edge.
+// Lines only (no fill), so it never paints over the nodes inside.
+function frame(x, y, w, h, color, label, labelW = 160) {
+  const o = { stroke: color.stroke, strokeWidth: 1.4, strokeLineDash: [4, 7] }, k = 22;
+  const b = { stroke: color.stroke, strokeWidth: 2.6 };
+  rc.line(x, y, x + w, y, o); rc.line(x + w, y, x + w, y + h, o);
+  rc.line(x + w, y + h, x, y + h, o); rc.line(x, y + h, x, y, o);
+  rc.linearPath([[x, y + k], [x, y], [x + k, y]], b);
+  rc.linearPath([[x + w - k, y], [x + w, y], [x + w, y + k]], b);
+  rc.linearPath([[x + w, y + h - k], [x + w, y + h], [x + w - k, y + h]], b);
+  rc.linearPath([[x + k, y + h], [x, y + h], [x, y + h - k]], b);
+  if (label) plain({ text: label, x: x + 30, y: y - 13, w: labelW, color: color.stroke,
+                     size: 17, weight: 700, bg: LABEL_BG, align: 'left' });
+}
+
+// Legend — color key. Required when a diagram uses more than 5 colors; list only colors used.
+function legend(x, y, items, cols = 3, colW = 300) {
+  plain({ text: '图例 · Legend', x, y: y - 30, w: 200, color: C.title, size: 20, weight: 700, align: 'left' });
+  items.forEach((it, i) => {
+    const ix = x + (i % cols) * colW, iy = y + Math.floor(i / cols) * 62;
+    rc.polygon(chamfer(ix, iy, 36, 26, 6), opts(it.c, { strokeWidth: 2 }));
+    plain({ text: it.n, x: ix + 48, y: iy - 1, w: colW - 60, color: it.c.stroke, size: 19, weight: 700, align: 'left' });
+    if (it.z) plain({ text: it.z, x: ix + 48, y: iy + 24, w: colW - 60, color: C.caption, size: 15, align: 'left' });
+  });
+}
+
+// ============================================================
+//  MAIN — replace this with your own diagram
+// ============================================================
+function main() {
+  title('Diagram Title · 副标题', 70, 70);
+  subtitle('一句话描述 · 用于多图统一开篇', 70, 105);
+  box(120, 200, 200, 110, C.user);
+  box(770, 195, 340, 150, C.agent, { strokeWidth: 3 });
+  arrow(320, 255, 768, 270);
+  lbl({ text: 'User',  sub: '用户', x: 120, y: 222, w: 200, color: C.user.stroke });
+  lbl({ text: 'Agent', sub: '主 Agent', x: 770, y: 222, w: 340, color: C.agent.stroke, size: 30 });
+  plain({ text: '① 提问', x: 380, y: 235, w: 80, color: C.flow, bg: LABEL_BG, size: 17 });
+}
+
+main();
+window.__renderDone = true;
+</script>
+</body>
+</html>
diff --git a/stacks/atlas/skills/magic-move-deck/styles/neon/preview.png b/stacks/atlas/skills/magic-move-deck/styles/neon/preview.png
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diff --git a/stacks/atlas/skills/magic-move-deck/templates/card-main.js b/stacks/atlas/skills/magic-move-deck/templates/card-main.js
new file mode 100644
index 0000000..61bed5e
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/templates/card-main.js
@@ -0,0 +1,43 @@
+function main() {
+  // Starter main() for the opening card (key 'cv') or closing card (key 'end'), 1920×1080.
+  // Use: copy the chosen styles/<style>/diagram.html, replace its main() with this one.
+  // Colours come from the style's C.card (card frame / fill / accent / title / text); the deck's frosted glass
+  // behind the card (C.card.glass / pane / shadow) is applied by keynote.html automatically.
+  // In the deck the card floats over the frosted overview; rendered alone it is a standalone cover.
+  // Contract with keynote.html:
+  //   - the card is the LARGEST shape in this diagram (keynote's frosted #card pane is sized from it);
+  //   - its title is drawn with title() — its words fly to the overview's title() words with the same text,
+  //     CJK line ↔ CJK line, Latin line ↔ Latin line (by script, not by line order);
+  //   - the closing card repeats the opening card's title, so overview → end replays the cover move backwards.
+  const K = C.card;
+  C.title = K.title;                    // title() reads C.title at call time
+  const W = canvas.width, cx = W / 2;
+  const centered = (text, size) => { ctx.font = `700 ${size}px ${FONT_TI}`; return cx - ctx.measureText(text).width / 2; };
+  // Picture on the label layer; build_deck.py inlines it as a data URI. Path is relative to this HTML file.
+  // Pictures never pair in Magic Move — they only fade.
+  const pic = (src, x, y, w, h) => {
+    const im = document.createElement('img');
+    im.src = src; im.className = 'label';
+    Object.assign(im.style, { left: x + 'px', top: y + 'px', width: w + 'px', height: h + 'px' });
+    L.appendChild(im);
+  };
+
+  // The card: drawn with the style's own box(), so it matches the diagrams (rough / rounded / chamfered / shadowed).
+  box(330, 249, 1260, 580, { stroke: K.stroke, fill: K.fill });
+
+  // Use the overview title's words: every shared word flies; the rest fades.
+  const en = 'Deck Title In English', zh = '中文演示标题';
+  title(en, centered(en, 72), 446, 72);   // closing card: 64 / 38 px
+  title(zh, centered(zh, 44), 514, 44);
+  rc.line(cx - 290, 557, cx + 290, 557, { stroke: K.accent, strokeWidth: 2.2, roughness: 1.1, bowing: 1 });
+
+  lbl({ text: 'Team Name', sub: '团队名', x: cx - 470, y: 640, w: 420, color: K.muted, size: 32, subSize: 19 });
+  rc.line(cx, 642, cx, 712, { stroke: K.accent, strokeWidth: 1.6, roughness: 1.2 });
+  lbl({ text: 'Speaker Name', sub: '分享人', x: cx + 50, y: 640, w: 420, color: K.muted, size: 32, subSize: 19 });
+
+  // Optional QR tile, bottom right (see references/cards.md for generating assets/qr.svg).
+  // const qx = 1668, qy = 776, qs = 196;
+  // rc.rectangle(qx, qy, qs, qs, { stroke: K.stroke, strokeWidth: 2, roughness: 1.3, bowing: 1, fill: '#ffffff', fillStyle: 'solid' });
+  // pic('assets/qr.svg', qx + 14, qy + 14, qs - 28, qs - 28);
+  // plain({ text: 'Scan to ...', x: qx - 40, y: qy + qs + 12, w: qs + 80, color: K.accent, size: 18, weight: 700 });
+}
diff --git a/stacks/atlas/skills/magic-move-deck/templates/detail-main.js b/stacks/atlas/skills/magic-move-deck/templates/detail-main.js
new file mode 100644
index 0000000..1944faa
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/templates/detail-main.js
@@ -0,0 +1,64 @@
+function main() {
+  // Starter main() for a 1920×1080 detail diagram of a Magic Move deck.
+  // Use: copy the chosen styles/<style>/diagram.html (already 1920×1080), replace its main() with this one,
+  // then draw. Never edit or bypass the helpers above main(): build_deck.py hooks rc.*, plain, lbl, title,
+  // subtitle, frame, arrow, timeline, taskCard, bubble, legend by name; anything painted straight onto ctx
+  // never reaches the deck. Every style exposes the same helpers, so this main() renders in any style:
+  // don't hard-code a look (roughness, fonts, hex colours) — use C.<slot>, opts(), FONT_TI / FONT_BD.
+  //
+  // Concept color binding (must match the series' diagram-binding table):
+  //   C.agent = ...   C.tools = ...   C.flow = all normal arrows   C.error = rejected / unreachable (red dashed)
+
+  // ---------- Bilingual helpers (pairs are always passed as (中文, English); English leads, larger) ----------
+  // Two-line label: English line, then a smaller Chinese line under it.
+  const bl = (zh, en, zhSize = 13) => `${en}<br><span style="font-size:${zhSize}px">${zh}</span>`;
+  // One-line label "English<em space>中文" — every frame() label uses it (build_deck.py splits on the em space).
+  const fl = (zh, en) => `${en}&emsp;<span style="font-size:14px">${zh}</span>`;
+  // Shrink the last label to its text width, so its ivory background only masks what it covers.
+  const fitLast = () => { L.lastChild.style.width = 'max-content'; };
+  // Block centered in (x, y, w, h): EN title / smaller CN title / detail pairs (EN over smaller CN; 'gap' = spacer).
+  // The CN title is the node's pairing name: keep it the first bold CJK line inside the box.
+  const btext = (x, y, w, h, color, [tz, te], subs = [], o = {}) => {
+    const size = o.size || 22, zhSize = o.zhSize || Math.round(size * 0.68);
+    const subSize = o.subSize || 15, zhSubSize = o.zhSubSize || 13, pairGap = o.pairGap || 4;
+    let html = `<div class="ti" style="font-size:${size}px">${te || tz}</div>`;
+    if (te) html += `<div class="ti" style="font-size:${zhSize}px;margin-top:1px">${tz}</div>`;
+    let pending = 0, first = true;
+    subs.forEach((s) => {
+      if (s === 'gap') { pending += 12; return; }
+      const [sz, se] = s, mt = (first ? 8 : pairGap) + pending;
+      first = false; pending = 0;
+      html += `<div style="margin-top:${mt}px;opacity:.88">` +
+              `<div style="font-size:${subSize}px">${se || sz}</div>` +
+              (se ? `<div style="font-size:${zhSubSize}px">${sz}</div>` : '') + `</div>`;
+    });
+    plain({ text: html, x, y, w, color: color.stroke, size: subSize });
+    L.lastChild.style.top = y + (h - L.lastChild.offsetHeight) / 2 + 'px';   // measured: a wrapped line stays centered
+  };
+  // Node = box + centered bilingual block. Main subject: bigger box + { box: { strokeWidth: 3.2 } }.
+  const bnode = (x, y, w, h, color, t, subs, o = {}) => {
+    box(x, y, w, h, color, o.box || {});
+    btext(x, y, w, h, color, t, subs, o);
+  };
+  const RED = { stroke: C.error.stroke, strokeLineDash: [10, 7] };
+
+  // ---------- Title: exactly two title() calls — English (starts with the overview principle's ①–⑳), then Chinese ----------
+  const head = '① Principle in English';
+  ctx.font = `700 40px ${FONT_TI}`;
+  const headW = ctx.measureText(head).width + 24;
+  title(head, 60, 66, 40);
+  title('中文标题', 60 + headW, 66, 28);
+  subtitle('One English sentence: the claim this diagram proves.', 60, 104, 21);
+  subtitle('一句中文：这张图要证明的结论', 60, 134, 18);
+
+  // ---------- Zones: frame() + fl(); the label carries a zone keyword listed in keynote.html ZONES ----------
+  frame(40, 220, 900, 800, C.agent, fl('受信控制面', 'Trusted control plane'), 10); fitLast();
+  frame(980, 220, 900, 800, C.tools, fl('隔离执行区', 'Isolated execution zone'), 10); fitLast();
+
+  // ---------- Nodes: same Chinese name as on the overview, so the box morphs instead of fading ----------
+  bnode(100, 300, 360, 240, C.agent, ['业务服务', 'Business service'],
+        [['会话 · 权限', 'Sessions · permissions']], { size: 30, zhSize: 19, subSize: 17, zhSubSize: 14, box: { strokeWidth: 3.2 } });
+  bnode(1040, 300, 300, 200, C.tools, ['安全沙箱', 'Sandbox'], [['一任务一沙箱', 'One task, one sandbox']]);
+  arrow(462, 400, 1038, 400);
+  plain({ text: bl('工具调用', 'Tool calls', 14), x: 600, y: 350, w: 300, color: C.caption, size: 16 });
+}
diff --git a/stacks/atlas/skills/magic-move-deck/templates/diagram-binding.md b/stacks/atlas/skills/magic-move-deck/templates/diagram-binding.md
new file mode 100644
index 0000000..7bb574d
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/templates/diagram-binding.md
@@ -0,0 +1,29 @@
+# <系列名> · 概念配色绑定
+
+<!--
+  复制到工作目录 (与各图 HTML 放在一起), 在画第一张图之前填完并锁定。
+  - 每张图动笔前先读本文件; main() 顶部的 "Concept color binding" 注释必须与本表一致。
+  - 遇到新概念: 只能追加新行, 不能修改已有行的颜色或形状。
+  - 颜色 slot 按 references/diagram-rules.md 的"抽象语义"列选; 绑定的是色槽, 不是具体颜色: 换风格时概念 → 色槽不变。
+  - 示例: examples/rag-assistant/diagram-binding.md
+-->
+
+## 概念 → 颜色 → 形状
+
+| 概念类别 | 包含组件 | 颜色 slot | 形状 |
+|---|---|---|---|
+| <类别> | <组件 · 组件> | `C.<slot>` <色名> | Box |
+
+## 歧义概念的裁决
+
+<!-- 可能被归入两个类别的概念, 在这里写死归属和理由。没有就删掉本节。 -->
+
+- <概念> → <类别> (`C.<slot>`)，不是 <另一类别>。理由：<一句话>。
+
+## 每张图使用的颜色
+
+<!-- 每张图实际用到的颜色, 只列需求里出现的概念。超过 5 种的图要带颜色图例 legend() (见 references/diagram-rules.md)。 -->
+
+| 图 | <slot> | <slot> | <slot> |
+|---|---|---|---|
+| ① <图名> | ● | | |
diff --git a/stacks/atlas/skills/magic-move-deck/templates/keynote.html b/stacks/atlas/skills/magic-move-deck/templates/keynote.html
new file mode 100644
index 0000000..bc84763
--- /dev/null
+++ b/stacks/atlas/skills/magic-move-deck/templates/keynote.html
@@ -0,0 +1,674 @@
+<!DOCTYPE html>
+<html lang="zh">
+<head>
+<meta charset="utf-8">
+<title>Deck Title · 演示标题</title>
+<style>
+  /* Theme variables are filled from the diagrams' exported style (see "Theme" in the script):
+     --paper = the diagrams' background, --ti / --bd = their font stacks,
+     --glass / --pane / --pane-shadow = the cover / closing cards' frosted glass (the style's C.card). */
+  :root { --paper: #fdfdfa;
+    --ti: 'Times New Roman', Times, 'STZhongsong', '华文中宋', 'Songti SC', 'SimSun', '宋体', 'Noto Serif SC', serif;
+    --bd: 'Times New Roman', Times, 'Songti SC', 'STSong', 'SimSun', '宋体', 'Noto Serif SC', serif;
+    --glass: linear-gradient(160deg, rgba(31,85,130,.22) 0%, rgba(120,160,195,.18) 38%, rgba(227,235,242,.40) 70%, rgba(253,253,250,.55) 100%);
+    --pane: rgba(253,253,250,.42); --pane-shadow: 0 26px 70px rgba(20,40,60,.14), 0 4px 14px rgba(20,40,60,.06); }
+  html, body { margin: 0; height: 100%; background: var(--paper); overflow: hidden; cursor: default; }
+  #stage { position: absolute; left: 0; top: 0; width: 1920px; height: 1080px; transform-origin: 0 0; overflow: hidden; background: var(--paper); }
+  .layer { position: absolute; left: 0; top: 0; transform-origin: 0 0; display: none; }
+  .a { position: absolute; transform-origin: 0 0; box-sizing: border-box; margin: 0; }
+  .a svg { display: block; overflow: visible; }
+  img.a { display: block; }
+  .ti { font-family: var(--ti); font-weight: 700; }
+  .bd { font-family: var(--bd); font-weight: 400; }
+  /* a title flying across the diagram keeps a paper-coloured halo so crossed lines don't cut through it */
+  .gh { text-shadow: 0 0 2px var(--paper), 0 0 6px var(--paper), 0 0 12px var(--paper); }
+  /* cover / closing card: the overview sits under frosted glass, the card is a second, denser pane. */
+  #glass, #card { position: absolute; display: none; pointer-events: none; }
+  #glass { left: 0; top: 0; width: 1920px; height: 1080px; z-index: 2;
+    backdrop-filter: blur(9px) saturate(1.08); -webkit-backdrop-filter: blur(9px) saturate(1.08); background: var(--glass); }
+  #card { z-index: 3; backdrop-filter: blur(14px); -webkit-backdrop-filter: blur(14px); background: var(--pane); box-shadow: var(--pane-shadow); }
+  #fly { position: absolute; left: 0; top: 0; z-index: 6; pointer-events: none; }
+  #fly > div { position: absolute; left: 0; top: 0; transform-origin: 0 0; white-space: pre; margin: 0; padding: 0; }
+</style>
+<script src="assets/deck_data.js"></script>
+</head>
+<body>
+<div id="stage"></div>
+<script>
+const DATA = window.DECK_DATA;
+const W = 1920, H = 1080;
+
+// ==================== CONFIG (edit this block only) ====================
+// Story: [cv] → ov → (zoom into region → detail diagram → spots) × N → ov → [end]
+// Every slide is one of the deck's diagrams seen through a camera: ov = the region of the overview
+// a section is about, spots = regions of its detail diagram (canvas px, [x, y, w, h]). Nothing is drawn on top.
+// cv / end = the opening / closing cards (optional), shown over the overview behind frosted glass.
+// Write one comment per spot: the single conclusion that slide makes.
+const SECTIONS = [
+  { d: 'd1', ov: [20, 240, 570, 890], spots: [
+    [580, 312, 775, 232],     // conclusion of spot 1
+    [650, 556, 640, 261],     // conclusion of spot 2
+    [1385, 205, 505, 825] ] },// conclusion of spot 3
+];
+// Zone keywords → zone id, tested in order against each frame's pairing label (its Chinese part first).
+// Same-named elements in different zones only pair when the name is unique on both slides.
+// Order matters: put the more specific keyword first (e.g. /公网接入/ before /^公网/).
+const ZONES = [
+  [/受信|Trusted/, 'T'],
+  [/隔离|沙箱|Sandbox|Isolated/, 'X'],
+];
+// ==================== /CONFIG ====================
+
+// ---------- Theme: follow the style template the diagrams were drawn with ----------
+// build_deck.py exports each diagram's paper colour, .ti / .bd fonts, C.glow and C.card (cards' glass).
+// C.glow is a CSS filter applied to every shape, '{c}' standing for that shape's stroke colour.
+const GLOW = (DATA.ov.theme || {}).glow || null;
+{
+  const th = DATA.ov.theme || {}, card = ((DATA.cv || DATA.end || {}).theme || {}).card || th.card || {};
+  const set = (k, v) => v && document.documentElement.style.setProperty(k, v);
+  set('--paper', th.bg); set('--ti', th.ti); set('--bd', th.bd);
+  set('--glass', card.glass); set('--pane', card.pane); set('--pane-shadow', card.shadow);
+}
+
+const SLIDES = DATA.cv ? [{ d: 'cv' }, { d: 'ov' }] : [{ d: 'ov' }];
+SECTIONS.forEach(s => {
+  SLIDES.push({ d: 'ov', focus: s.ov });
+  SLIDES.push({ d: s.d });
+  s.spots.forEach(r => SLIDES.push({ d: s.d, focus: r }));
+});
+SLIDES.push({ d: 'ov' });
+if (DATA.end) SLIDES.push({ d: 'end' });
+
+// ---------- Geometry ----------
+const DIM = 0.13, PAD = 28, MAX_ZOOM = 1.75;
+const clamp = (v, a, b) => Math.max(a, Math.min(b, v));
+const seg = (p, a, b) => clamp((p - a) / (b - a), 0, 1);
+const ease = p => p < .5 ? 4 * p * p * p : 1 - Math.pow(-2 * p + 2, 3) / 2;
+const ctr = r => [r[0] + r[2] / 2, r[1] + r[3] / 2];
+const lerp = (a, b, e) => a + (b - a) * e;
+const lerpR = (a, b, e) => [lerp(a[0], b[0], e), lerp(a[1], b[1], e), lerp(a[2], b[2], e), lerp(a[3], b[3], e)];
+const toStage = (c, r) => [c.x + r[0] * c.s, c.y + r[1] * c.s, r[2] * c.s, r[3] * c.s];
+const toLayer = (c, r) => [(r[0] - c.x) / c.s, (r[1] - c.y) / c.s, r[2] / c.s, r[3] / c.s];
+
+SLIDES.forEach(sl => {
+  const D = DATA[sl.d], fit = Math.min(W / D.w, H / D.h);
+  if (!sl.focus) { sl.cam = { s: fit, x: (W - D.w * fit) / 2, y: (H - D.h * fit) / 2 }; return; }
+  const [x, y, w, h] = [sl.focus[0] - PAD, sl.focus[1] - PAD, sl.focus[2] + 2 * PAD, sl.focus[3] + 2 * PAD];
+  const ax = 70, ay = 50, aw = W - 2 * ax, ah = H - 2 * ay;
+  const s = Math.min(aw / w, ah / h, fit * MAX_ZOOM);
+  sl.cam = { s, x: ax + (aw - w * s) / 2 - x * s, y: ay + (ah - h * s) / 2 - y * s };
+});
+
+// ---------- Layers: one per diagram, every shape and text line is its own element ----------
+const stage = document.getElementById('stage');
+const LAYERS = {};
+function layer(key) {
+  if (LAYERS[key]) return LAYERS[key];
+  const D = DATA[key], el = document.createElement('div');
+  el.className = 'layer'; el.style.width = D.w + 'px'; el.style.height = D.h + 'px';
+  const atoms = [];
+  D.shapes.forEach((s, i) => {
+    const [x, y, w, h] = s.r, e = document.createElement('div');
+    e.className = 'a';
+    e.style.cssText = `left:${x}px;top:${y}px;width:${w}px;height:${h}px` +
+      (GLOW && s.c ? `;filter:${GLOW.replaceAll('{c}', s.c)}` : '');
+    e.innerHTML = `<svg width="${w}" height="${h}" viewBox="${x} ${y} ${w} ${h}">${s.svg}</svg>`;
+    el.appendChild(e);
+    atoms.push(s.atom = { el: e, R: s.r, T: s.r, base: 1, uni: false, src: s });
+  });
+  (D.images || []).forEach(m => {
+    const [x, y, w, h] = m.r, e = document.createElement('img');
+    e.className = 'a'; e.src = m.src; e.alt = '';
+    e.style.cssText = `left:${x}px;top:${y}px;width:${w}px;height:${h}px`;
+    el.appendChild(e);
+    atoms.push(m.atom = { el: e, R: m.r, T: m.r, base: m.op, uni: false, src: m });
+  });
+  D.texts.forEach(t => {
+    const [x, y, w, h] = t.r, e = document.createElement('div');
+    e.className = 'a';
+    e.style.cssText = `${t.css};position:absolute;left:${x - .5}px;top:${y}px;width:${w + 1}px;height:${h}px`;
+    e.innerHTML = t.html;
+    el.appendChild(e);
+    atoms.push(t.atom = { el: e, R: [x - .5, y, w + 1, h], T: t.t, base: t.op, uni: true, src: t });
+  });
+  stage.appendChild(el);
+  return LAYERS[key] = { el, atoms, D };
+}
+
+// Opacity of an atom on a slide: everything outside the focus region is dimmed.
+function stateOp(sl, a) {
+  if (!sl.focus) return a.base;
+  const [fx, fy, fw, fh] = [sl.focus[0] - PAD, sl.focus[1] - PAD, sl.focus[2] + 2 * PAD, sl.focus[3] + 2 * PAD];
+  const r = a.T, [cx, cy] = ctr(r);
+  const ix = Math.max(0, Math.min(r[0] + r[2], fx + fw) - Math.max(r[0], fx));
+  const iy = Math.max(0, Math.min(r[1] + r[3], fy + fh) - Math.max(r[1], fy));
+  const inC = cx >= fx && cx <= fx + fw && cy >= fy && cy <= fy + fh;
+  const cover = (ix * iy) / Math.max(1, r[2] * r[3]);
+  return a.base * (inC && cover > .35 || cover > .6 ? 1 : DIM);
+}
+
+// Place an atom so that its anchor rect T lands on `cur` (layer coords). Text keeps its aspect;
+// al = 'l' / 'r' pins its left / right edge instead of its centre (labels sharing only a prefix / suffix).
+function place(a, cur, al) {
+  if (!cur) { a.el.style.transform = ''; return; }
+  const [ox, oy] = a.R, T = a.T;
+  let sx, sy, dx, dy;
+  if (a.uni) {
+    sx = sy = cur[3] / T[3];
+    const [cx, cy] = ctr(T), [nx, ny] = ctr(cur);
+    dx = al === 'l' ? cur[0] - ox - sx * (T[0] - ox) : al === 'r' ? cur[0] + cur[2] - ox - sx * (T[0] + T[2] - ox) : nx - ox - sx * (cx - ox);
+    dy = ny - oy - sy * (cy - oy);
+  } else {
+    sx = cur[2] / T[2]; sy = cur[3] / T[3];
+    dx = cur[0] - ox - sx * (T[0] - ox); dy = cur[1] - oy - sy * (T[1] - oy);
+  }
+  a.el.style.transform = `translate(${dx}px,${dy}px) scale(${sx},${sy})`;
+}
+const setCam = (L, c) => { L.el.style.transform = `translate(${c.x}px,${c.y}px) scale(${c.s})`; };
+
+// ---------- Cover and closing card ----------
+// The overview waits behind frosted glass, slightly pushed in; its own title is hidden because the
+// card title is what becomes it. Leaving the cover, the title's shared words fly to the overview's
+// top-left heading first; then the frost wipes away outward from there, uncovering the rest.
+// The closing card plays the same move backwards: the heading flies into its title as the frost closes.
+const CARDS = new Set(['cv', 'end'].filter(k => DATA[k]));
+const COVER_ZOOM = 1.06, SOFT = 520;
+const OV = SLIDES.find(s => s.d === 'ov' && !s.focus);
+const slideOf = key => SLIDES.find(s => s.d === key);
+const rgb = css => (css.match(/(?:^|;)color:rgba?\(([^)]*)\)/) || [, '0,0,0'])[1].split(',').slice(0, 3).map(Number);
+const mix = (a, b, e) => `rgb(${a.map((v, i) => Math.round(lerp(v, b[i], e))).join(',')})`;
+const zoomCam = (c, z) => ({ s: c.s * z, x: W / 2 - (W / 2 - c.x) * z, y: H / 2 - (H / 2 - c.y) * z });
+const lerpCam = (a, b, e) => ({ s: lerp(a.s, b.s, e), x: lerp(a.x, b.x, e), y: lerp(a.y, b.y, e) });
+const glass = document.createElement('div'), card = document.createElement('div');
+glass.id = 'glass'; card.id = 'card'; stage.append(glass, card);
+const titles = key => layer(key).atoms.filter(a => a.uni && a.src.grp === 'title');
+const cardAtom = key => layer(key).atoms.filter(a => !a.uni).reduce((m, a) => a.R[2] * a.R[3] > m.R[2] * m.R[3] ? a : m);
+function showCover(key, under) {
+  const U = layer('ov'), V = layer(key), hide = new Set(titles('ov'));
+  U.el.style.display = 'block'; U.el.style.zIndex = 1; setCam(U, under);
+  for (const a of U.atoms) { a.el.style.transform = ''; a.el.style.opacity = hide.has(a) ? 0 : a.base; }
+  V.el.style.zIndex = 4;
+  const r = toStage(slideOf(key).cam, cardAtom(key).R);    // the card frame's box, minus its stroke jitter
+  Object.assign(card.style, { display: 'block', left: r[0] + 8 + 'px', top: r[1] + 8 + 'px', width: r[2] - 16 + 'px', height: r[3] - 16 + 'px', opacity: 1 });
+  Object.assign(glass.style, { display: 'block', maskImage: '', webkitMaskImage: '' });
+}
+// Word boxes (latin words, single CJK characters) of a title atom, in its layer's coordinates.
+function words(a) {
+  const tn = a.el.firstChild, er = a.el.getBoundingClientRect(), k = er.width / a.el.offsetWidth, out = [];
+  for (const m of tn.textContent.matchAll(/[A-Za-z]+|\S/g)) {
+    const rg = document.createRange(); rg.setStart(tn, m.index); rg.setEnd(tn, m.index + m[0].length);
+    const b = rg.getBoundingClientRect();
+    out.push({ s: m[0], r: [a.R[0] + (b.left - er.left) / k, a.R[1] + (b.top - er.top) / k, b.width / k, b.height / k] });
+  }
+  return out;
+}
+function coverTrans(key) {
+  const U = layer('ov'), V = layer(key), cvCam = slideOf(key).cam, from = zoomCam(OV.cam, COVER_ZOOM);
+  V.el.style.display = 'block'; setCam(V, cvCam);
+  for (const a of V.atoms) { a.el.style.transform = ''; a.el.style.opacity = a.base; }
+  showCover(key, OV.cam);
+  // pair the card title's words with the overview heading's: zh line ↔ zh line, en line ↔ en line
+  // (matched by script, not by line order, so either side may put either language first);
+  // a paired word also turns from the card's title colour into the heading's ink on the way
+  const fly = document.createElement('div'); fly.id = 'fly'; stage.appendChild(fly);
+  const flights = [], TA = titles(key), TB = titles('ov'), cjk = a => /[\u4e00-\u9fff]/.test(a.src.txt);
+  const mk = (atom, w) => {
+    const d = document.createElement('div');
+    d.className = 'gh'; d.style.cssText = atom.src.css + `;line-height:${w.r[3]}px;background:none;padding:0`;
+    d.textContent = w.s; fly.appendChild(d); return d;
+  };
+  TA.forEach(ta => {
+    const tb = TB.find(b => cjk(b) === cjk(ta)), wb = tb ? words(tb) : [], used = new Set(), line = [];
+    for (const w of words(ta)) {
+      const j = wb.findIndex((v, k) => !used.has(k) && v.s === w.s);
+      if (j >= 0) used.add(j);
+      line.push({ el: mk(ta, w), h: w.r[3], a: toStage(cvCam, w.r), b: j >= 0 ? wb[j].r : null, j, win: [0, .18],
+                  ca: rgb(ta.src.css), cb: tb ? rgb(tb.src.css) : null });
+    }
+    // A word that overtakes another ("云端 Agent" → "Agent 云端") hops over it, away from the other title
+    // line, while the rest of its line holds still; a line with no overtaking arcs away instead.
+    const pairs = line.filter(f => f.b).map(f => f.j), order = [...pairs].sort((x, y) => x - y);
+    const side = TA.some(o => o.R[1] > ta.R[1]) ? -1 : 1;      // the upper line goes up, the lower one down
+    const hops = pairs.some((j, i) => order[i] !== j);
+    for (const f of line) if (f.b) { f.over = order.indexOf(f.j) < pairs.indexOf(f.j); f.side = side; f.arc = hops ? 0 : side; }
+    flights.push(...line);
+    wb.forEach((v, k) => { if (!used.has(k)) flights.push({ el: mk(tb, v), h: v.r[3], a: null, b: v.r, win: [.42, .7] }); });
+  });
+  for (const a of TA) a.el.style.opacity = 0;
+  const rest = V.atoms.filter(a => !TA.includes(a));
+  const o = TB.length ? words(TB[0])[0].r : [0, 0, 0, 0], diag = Math.hypot(W, H);
+  return {
+    dur: 2200,
+    apply(p) {
+      const e = ease(p), cam = lerpCam(from, OV.cam, e);
+      setCam(U, cam);
+      const fade = ease(seg(p, 0, .14));          // gone before a hopping word can reach the card's underline
+      for (const a of rest) a.el.style.opacity = a.base * (1 - fade);
+      card.style.opacity = 1 - fade;
+      const [ox, oy] = toStage(cam, o), R = lerp(-SOFT, diag + SOFT, ease(seg(p, .42, 1)));
+      const m = `radial-gradient(circle at ${ox}px ${oy}px, transparent ${Math.max(0, R)}px, #000 ${R + SOFT}px)`;
+      glass.style.maskImage = glass.style.webkitMaskImage = m;
+      // Two beats: an overtaking word ("云端 Agent" → "Agent 云端") hops off its line first; only then does
+      // the line glide, so nothing it passes can reach it. It crosses while off and lands once it is clear.
+      // Amplitudes use take-off size so gaps hold as words shrink; the two lines bow apart as they cross.
+      const q = ease(seg(p, .1, .58));
+      for (const f of flights) {
+        const over = f.a && f.b && f.over, tb = f.b && toStage(cam, f.b);
+        const k = over ? ease(seg(p, .02, .58)) : q, r = !f.a ? tb : !f.b ? f.a : lerpR(f.a, tb, k);
+        if (f.a && f.b) f.el.style.color = mix(f.ca, f.cb, k);
+        let dy = 0;
+        if (over) {
+          r[0] = lerp(f.a[0], tb[0], ease(seg(p, .08, .46)));
+          r[1] = lerp(f.a[1], tb[1], q);             // rides with its line, so the hop is a pure offset
+          dy = f.side * f.a[3] * ease(seg(p, .02, .16)) * (1 - ease(seg(p, .44, .58)));
+        } else if (f.a && f.b) dy = f.arc * f.a[3] * Math.sin(Math.PI * q);
+        f.el.style.transform = `translate(${r[0]}px,${Math.max(14, r[1] + dy)}px) scale(${r[3] / f.h})`;
+        f.el.style.opacity = f.a && f.b ? 1 : f.a ? 1 - ease(seg(p, f.win[0], f.win[1])) : ease(seg(p, f.win[0], f.win[1]));
+      }
+    },
+    done() { fly.remove(); },
+  };
+}
+
+// ---------- Static state ----------
+let cur = 0, tr = null;
+function setState(i) {
+  const sl = SLIDES[i], L = layer(sl.d);
+  for (const k in LAYERS) if (LAYERS[k] !== L) LAYERS[k].el.style.display = 'none';
+  L.el.style.display = 'block'; L.el.style.willChange = ''; L.el.style.zIndex = 1;
+  setCam(L, sl.cam);
+  for (const a of L.atoms) { a.el.style.transform = ''; a.el.style.opacity = stateOp(sl, a); a.el.style.willChange = ''; a.el.style.zIndex = ''; }
+  glass.style.display = card.style.display = 'none';
+  if (CARDS.has(sl.d)) showCover(sl.d, zoomCam(OV.cam, COVER_ZOOM));
+}
+
+// ---------- Same diagram: camera move + focus change ----------
+function cameraTrans(A, B) {
+  const L = layer(A.d), ca = A.cam, cb = B.cam;
+  const va = [-ca.x / ca.s, -ca.y / ca.s, W / ca.s, H / ca.s], vb = [-cb.x / cb.s, -cb.y / cb.s, W / cb.s, H / cb.s];
+  const ops = L.atoms.map(a => [a, stateOp(A, a), stateOp(B, a)]).filter(([, x, y]) => x !== y);
+  L.el.style.willChange = 'transform';
+  return {
+    dur: 1050,
+    apply(p) {
+      const e = ease(p), v = lerpR(va, vb, e), s = W / v[2];
+      setCam(L, { s, x: -v[0] * s, y: -v[1] * s });
+      const f = ease(seg(p, .1, .9));
+      for (const [a, x, y] of ops) a.el.style.opacity = lerp(x, y, f);
+    },
+  };
+}
+
+// ---------- Different diagrams: Magic Move ----------
+// Node titles: "向量库 · 按租户分片 · 如 HNSW" → "向量库". Frame labels: "公网接入区 · … Public access ①" → "公网接入区".
+const keyCore = k => { const c = k.replace(/ (·|\().*$/, ''); return /^\d+$/.test(c) ? k : c; };
+// A bilingual frame key ("公网接入区 Public access ①") drops its English tail; a monolingual one
+// ("Worker pool ②") only drops a trailing principle number.
+const frameCore = k => { const c = k.split(' · ')[0]; return /[\u4e00-\u9fff]/.test(c) ? c.replace(/\s+[A-Za-z]{2,}.*$/, '') : c.replace(/\s*[①-⑳]+$/, ''); };
+function keyCost(a, b) {
+  if (a === b) return 0;
+  const x = keyCore(a), y = keyCore(b);
+  if (x === y) return 1;
+  if (Math.min(x.length, y.length) >= 2 && (x.endsWith(y) || y.endsWith(x))) return 2;
+  return -1;
+}
+// Coarse zone of a point = the smallest labelled frame around it. Two same-named elements in different
+// zones are only paired when the name is unique on both slides (the gateway drawn in another zone is
+// still the gateway; the worker inside the trusted zone is not the one inside a sandbox).
+const ZONE = k => (ZONES.find(([re]) => re.test(k)) || [])[1] || null;
+function zones(D) {
+  if (D.zoneAt) return D;
+  const fr = D.shapes.filter(s => s.fkey && ZONE(s.fkey)).sort((a, b) => a.r[2] * a.r[3] - b.r[2] * b.r[3]);
+  D.zoneAt = r => {
+    const [x, y] = ctr(r), f = fr.find(({ r: q }) => x >= q[0] && x <= q[0] + q[2] && y >= q[1] && y <= q[1] + q[3]);
+    return f ? ZONE(f.fkey) : null;
+  };
+  D.count = {};
+  const inc = k => { D.count[k] = (D.count[k] || 0) + 1; };
+  D.nodes.forEach(n => n.key && inc('n:' + keyCore(n.key)));
+  D.texts.forEach(t => inc('t:' + t.txt));
+  return D;
+}
+function greedy(cands) {
+  cands.sort((p, q) => p[0] - q[0]);
+  const ua = new Set(), ub = new Set(), out = [];
+  for (const [, i, j] of cands) { if (ua.has(i) || ub.has(j)) continue; ua.add(i); ub.add(j); out.push([i, j]); }
+  return out;
+}
+// Returns pairs [atomA, atomB, kind] (kind: 'shape' | 'text' same line | 'left' / 'right' labels sharing
+// a prefix / suffix) and followers [atom, leadAtom, side, window] that ride along with a paired atom and fade.
+const stepless = s => s.replace(/^\d+ · /, '');        // "1 · 识别沙箱身份" ≈ "识别沙箱身份"
+function match(A, B) {
+  const DA = zones(DATA[A.d]), DB = zones(DATA[B.d]);
+  const dist = (ra, rb) => { const p = ctr(toStage(A.cam, ra)), q = ctr(toStage(B.cam, rb)); return Math.hypot(p[0] - q[0], p[1] - q[1]); };
+  const pairs = [], follow = [], usedA = new Set(), usedB = new Set(), pA = new Set(), pB = new Set();
+  const doneA = new Set(), doneB = new Set();          // nodes already handled as a whole
+  const kindOf = (a, b) => !a.uni ? 'shape' : a.src.txt === b.src.txt ? 'text' : stepless(a.src.txt) === stepless(b.src.txt) ? 'right' : 'left';
+  const pair = (a, b, kind, tw) => { pairs.push([a, b, kind || kindOf(a, b), tw]); usedA.add(a); usedB.add(b); pA.add(a); pB.add(b); };
+  const fol = (atom, lead, side, win) => { follow.push([atom, lead, side, win]); (side === 'a' ? usedA : usedB).add(atom); };
+  const amb = k => (DA.count[k] || 0) > 1 || (DB.count[k] || 0) > 1;
+  const clash = (za, zb, ambiguous) => za && zb && za !== zb && ambiguous;
+  const outer = (D, n) => D.shapes[n.shapes.at(-1)];
+  const label = (D, s) => s.ftext !== undefined ? D.texts[s.ftext].atom : null;
+  const textOK = (i, j) => {
+    const x = DA.texts[i], y = DB.texts[j];
+    return stepless(x.txt) === stepless(y.txt) && !clash(DA.zoneAt(x.t), DB.zoneAt(y.t), amb('t:' + x.txt));
+  };
+  const textPairs = (ia, ib) => greedy(ia.flatMap(i => ib.filter(j => textOK(i, j)).map(j => [dist(DA.texts[i].t, DB.texts[j].t), i, j])));
+
+  // 1. nodes with the same title: box (and stacked copies) + text lines. Top-level boxes pair first;
+  //    a nested box then prefers the copy that sits inside its own parent's partner.
+  const parent = D => D.parentOf || (D.parentOf = D.nodes.map(n => {
+    const r = outer(D, n).r, [cx, cy] = ctr(r);
+    let best = -1, ba = Infinity;
+    D.nodes.forEach((m, k) => {
+      const q = outer(D, m).r, a = q[2] * q[3];
+      if (m !== n && a > r[2] * r[3] && a < ba && cx >= q[0] && cx <= q[0] + q[2] && cy >= q[1] && cy <= q[1] + q[3]) { best = k; ba = a; }
+    });
+    return best;
+  }));
+  const PA = parent(DA), PB = parent(DB);
+  const nc = [];
+  DA.nodes.forEach((na, i) => na.key && DB.nodes.forEach((nb, j) => {
+    const k = nb.key ? keyCost(na.key, nb.key) : -1;
+    if (k < 0) return;
+    const ra = outer(DA, na).r, rb = outer(DB, nb).r;
+    if (clash(DA.zoneAt(ra), DB.zoneAt(rb), k === 2 || amb('n:' + keyCore(na.key)) || amb('n:' + keyCore(nb.key)))) return;
+    nc.push([k * 1e5 + dist(ra, rb), i, j]);
+  }));
+  const top = greedy(nc.filter(([, i, j]) => PA[i] < 0 && PB[j] < 0));
+  const takenA = new Set(top.map(q => q[0])), takenB = new Set(top.map(q => q[1]));
+  const sameParent = (i, j) => PA[i] >= 0 && top.some(([x, y]) => x === PA[i] && y === PB[j]);
+  const nodePairs = [...top, ...greedy(nc.filter(([, i, j]) => !takenA.has(i) && !takenB.has(j))
+    .map(([c, i, j]) => [c + (sameParent(i, j) ? 0 : 5e4), i, j]))];
+  const extras = [];                                   // stacked copies left over, settled after 1b
+  for (const [i, j] of nodePairs) {
+    const na = DA.nodes[i], nb = DB.nodes[j];
+    doneA.add(i); doneB.add(j);
+    const sa = [...na.shapes].reverse(), sb = [...nb.shapes].reverse(), n = Math.min(sa.length, sb.length);
+    for (let k = 0; k < n; k++) pair(DA.shapes[sa[k]].atom, DB.shapes[sb[k]].atom);
+    const fa = DA.shapes[sa[0]].atom, fb = DB.shapes[sb[0]].atom;
+    sa.slice(n).forEach(k => extras.push([DA.shapes[k].atom, fa, 'a']));
+    sb.slice(n).forEach(k => extras.push([DB.shapes[k].atom, fb, 'b']));
+    const tp = textPairs(na.texts, nb.texts);
+    tp.forEach(([x, y]) => pair(DA.texts[x].atom, DB.texts[y].atom));
+    na.texts.filter(x => !tp.some(p => p[0] === x)).forEach(x => fol(DA.texts[x].atom, fa, 'a', [0, .3]));
+    nb.texts.filter(y => !tp.some(p => p[1] === y)).forEach(y => fol(DB.texts[y].atom, fb, 'b', [.58, 1]));
+  }
+
+  // 1b. one concept drawn once (or as a stack) here and several times there: the extra copies split
+  //     off it — a spare stacked copy becomes one of them, otherwise they peel off the box itself.
+  //     The reverse direction merges them back. Nested boxes are left to step 5 (they ride their parent).
+  const clones = [];                                   // [source, atom, side]: atom emerges from / merges into source
+  const split = (DS, doneS, sideS) => DS.nodes.forEach((ns, s) => {
+    if (doneS.has(s) || !ns.key || parent(DS)[s] >= 0) return;
+    let best = null;
+    for (const [i, j] of nodePairs) {
+      const [mine, other, DO] = sideS === 'b' ? [DB.nodes[j], DA.nodes[i], DA] : [DA.nodes[i], DB.nodes[j], DB];
+      if (keyCore(mine.key) !== keyCore(ns.key)) continue;
+      const ro = outer(DO, other).r, rs = outer(DS, ns).r;
+      if (clash(sideS === 'b' ? DA.zoneAt(ro) : DB.zoneAt(rs), sideS === 'b' ? DB.zoneAt(rs) : DA.zoneAt(ro), true)) continue;
+      const d = sideS === 'b' ? dist(ro, rs) : dist(rs, ro);
+      if (!best || d < best.d) best = { d, other, DO };
+    }
+    if (!best) return;
+    doneS.add(s);
+    const box = outer(DS, ns).atom, src = outer(best.DO, best.other).atom, otherSide = sideS === 'b' ? 'a' : 'b';
+    const spare = extras.findIndex(([x, lead, side]) => side === otherSide && lead === src);
+    if (spare >= 0) { const copy = extras.splice(spare, 1)[0][0]; sideS === 'b' ? pair(copy, box) : pair(box, copy); }
+    else { clones.push([src, box, sideS]); (sideS === 'b' ? usedB : usedA).add(box); (sideS === 'b' ? pB : pA).add(box); }
+    const win = sideS === 'b' ? [.4, .9] : [.05, .45];
+    ns.shapes.slice(0, -1).forEach(k => fol(DS.shapes[k].atom, box, sideS, win));
+    ns.texts.forEach(k => fol(DS.texts[k].atom, box, sideS, win));
+  });
+  split(DB, doneB, 'b'); split(DA, doneA, 'a');
+  extras.forEach(([atom, lead, side]) => fol(atom, lead, side, side === 'a' ? [0, .3] : [.58, 1]));
+
+  // 2. zone frames with the same core label; their labels travel with them
+  const fc = [];
+  DA.shapes.forEach((s, i) => s.fkey && DB.shapes.forEach((t, j) => {
+    const k = !t.fkey ? -1 : s.fkey === t.fkey ? 0 : frameCore(s.fkey) === frameCore(t.fkey) ? 1 : -1;
+    if (k >= 0) fc.push([k * 1e5 + dist(s.r, t.r), i, j]);
+  }));
+  greedy(fc).forEach(([i, j]) => {
+    const s = DA.shapes[i], t = DB.shapes[j], la = label(DA, s), lb = label(DB, t);
+    pair(s.atom, t.atom);
+    if (la && lb && !usedA.has(la) && !usedB.has(lb)) pair(la, lb);
+  });
+
+  // 2b. a box on one slide that is a zone frame on the other (e.g. 出口代理 → the egress-proxy zone)
+  const boxToFrame = (n, f, nodeIsA) => {
+    const DN = nodeIsA ? DA : DB, DF = nodeIsA ? DB : DA, side = nodeIsA ? 'a' : 'b', win = nodeIsA ? [0, .3] : [.58, 1];
+    const P = (x, y, kind) => nodeIsA ? pair(x, y, kind) : pair(y, x, kind);
+    const usedF = nodeIsA ? usedB : usedA, d = (rn, rf) => nodeIsA ? dist(rn, rf) : dist(rf, rn);
+    const box = outer(DN, n).atom, title = n.texts.length ? DN.texts[n.texts[0]].atom : null, lb = label(DF, f);
+    const withLabel = title && lb && !usedF.has(lb);
+    P(box, f.atom, 'shape');
+    if (withLabel) P(title, lb, 'left');
+    // the box's own lines land on the same lines inside the zone (whose boxes then grow around them)
+    const [fx, fy, fw, fh] = f.r, rest = n.texts.slice(withLabel ? 1 : 0);
+    const inner = DF.texts.map((t, k) => k).filter(k => {
+      const t = DF.texts[k], [cx, cy] = ctr(t.t);
+      return !usedF.has(t.atom) && cx >= fx && cx <= fx + fw && cy >= fy && cy <= fy + fh;
+    });
+    const tp = greedy(rest.flatMap(i => inner.filter(k => stepless(DN.texts[i].txt) === stepless(DF.texts[k].txt))
+      .map(k => [d(DN.texts[i].t, DF.texts[k].t), i, k])));
+    tp.forEach(([i, k]) => P(DN.texts[i].atom, DF.texts[k].atom));
+    n.shapes.slice(0, -1).forEach(k => fol(DN.shapes[k].atom, box, side, win));
+    rest.filter(i => !tp.some(q => q[0] === i)).forEach(k => fol(DN.texts[k].atom, box, side, win));
+  };
+  const named = (n, s) => n.key && s.fkey && frameCore(s.fkey) === keyCore(n.key);
+  const c1 = [], c2 = [];
+  DA.nodes.forEach((n, i) => !doneA.has(i) && DB.shapes.forEach((s, j) => !usedB.has(s.atom) && named(n, s) && c1.push([dist(outer(DA, n).r, s.r), i, j])));
+  greedy(c1).forEach(([i, j]) => { doneA.add(i); boxToFrame(DA.nodes[i], DB.shapes[j], true); });
+  DB.nodes.forEach((n, j) => !doneB.has(j) && DA.shapes.forEach((s, i) => !usedA.has(s.atom) && named(n, s) && c2.push([dist(s.r, outer(DB, n).r), i, j])));
+  greedy(c2).forEach(([i, j]) => { doneB.add(j); boxToFrame(DB.nodes[j], DA.shapes[i], false); });
+
+  // 2c. the detail title is the overview's principle heading enlarged ("① Single public entry / 唯一公网入口"
+  //     → "① Single public entry / 入口收敛"). A title naming two principles takes both headings: the first
+  //     lands on its start, the second merges into its end (and splits back out on the way to the overview).
+  //     The second line travels from under the heading to beside the title, so it lands early (leaves late):
+  //     on a shared clock the growing first line would run into it mid-flight.
+  const glow = [];
+  const ovA = A.d === 'ov', DO = ovA ? DA : B.d === 'ov' ? DB : null, DT = ovA ? DB : DA;
+  const ti = DT.texts.filter(t => t.grp === 'title');
+  if (DO && (ti.length === 1 || ti.length === 2)) {       // one title line (monolingual) or two (bilingual)
+    const usedO = ovA ? usedA : usedB, sideO = ovA ? 'a' : 'b';
+    (ti[0].txt.match(/[①-⑳]/g) || []).forEach((n, k) => {
+      const head = DO.texts.filter(t => t.txt.startsWith(n) && !usedO.has(t.atom)).sort((x, y) => y.t[3] - x.t[3])[0];
+      if (!head) return;
+      const sub = DO.texts.find(t => Math.abs(t.t[0] - head.t[0]) < 3 && t.t[1] > head.t[1] && t.t[1] < head.t[1] + 2 * head.t[3]);
+      [[head, ti[0]], [sub, ti[1]]].forEach(([o, t]) => {
+        if (!o || !t) return;
+        glow.push(o.atom, t.atom);
+        const kind = o.txt === t.txt ? 'text' : 'left', tw = t === ti[1] ? (ovA ? [0, .6] : [.4, 1]) : undefined;
+        if (k === 0) ovA ? pair(o.atom, t.atom, kind, tw) : pair(t.atom, o.atom, kind, tw);
+        else { clones.push([t.atom, o.atom, sideO, 'r']); usedO.add(o.atom); }
+      });
+    });
+    // the subtitle belongs to the title: it settles under it once the title has arrived (or leaves first)
+    if ((ovA ? pB : pA).has(ti[0].atom))
+      DT.texts.filter(t => t.grp === 'subtitle').forEach(t => fol(t.atom, ti[0].atom, ovA ? 'b' : 'a', ovA ? [.55, 1] : [0, .35]));
+  }
+
+  // 3. any remaining identical text line (legend only pairs with legend; the titles were handled in 2c)
+  const free = (D, used) => D.texts.map((t, i) => i).filter(i => !used.has(D.texts[i].atom) && D.texts[i].grp !== 'title' && D.texts[i].grp !== 'subtitle');
+  const ia = free(DA, usedA), ib = free(DB, usedB);
+  greedy(ia.flatMap(i => ib.filter(j => textOK(i, j) && (DA.texts[i].grp === 'legend') === (DB.texts[j].grp === 'legend'))
+    .map(j => [dist(DA.texts[i].t, DB.texts[j].t), i, j]))).forEach(([i, j]) => pair(DA.texts[i].atom, DB.texts[j].atom));
+
+  // 4. a node that only shares a text line: its box and other lines grow / shrink around that line
+  const ride = (D, used, done, P, side, win) => D.nodes.forEach((n, i) => {
+    if (done.has(i)) return;
+    const lead = n.texts.map(k => D.texts[k].atom).find(a => P.has(a));
+    if (!lead) return;
+    n.shapes.forEach(k => { const a = D.shapes[k].atom; if (!used.has(a)) fol(a, lead, side, win); });
+    n.texts.forEach(k => { const a = D.texts[k].atom; if (!used.has(a)) fol(a, lead, side, win); });
+  });
+  ride(DA, usedA, doneA, pA, 'a', [.15, .6]);
+  ride(DB, usedB, doneB, pB, 'b', [.35, .85]);
+
+  // 5. details only one side shows: they grow out of (or shrink into) the smallest moving box or zone
+  //    around them; with no such box, they ride the region both slides describe (zoom in / out).
+  const settle = (D, P, used, side, win, winR) => {
+    const boxes = D.shapes.map(s => s.atom).filter(a => P.has(a));
+    for (const a of [...D.shapes, ...D.texts].map(s => s.atom)) {
+      if (used.has(a) || a.src.grp === 'title' || a.src.grp === 'subtitle') continue;
+      const [cx, cy] = ctr(a.T), area = a.T[2] * a.T[3];
+      let best = null;
+      for (const b of boxes) {
+        const q = b.T;
+        if (b !== a && q[2] * q[3] > area * 1.2 && cx >= q[0] && cx <= q[0] + q[2] && cy >= q[1] && cy <= q[1] + q[3]
+            && (!best || q[2] * q[3] < best.T[2] * best.T[3])) best = b;
+      }
+      fol(a, best || 'region', side, best ? win : winR);
+    }
+  };
+  settle(DA, pA, usedA, 'a', [.05, .5], [0, .45]);
+  settle(DB, pB, usedB, 'b', [.35, .9], [.4, 1]);
+  return { pairs, follow, clones, glow };
+}
+
+function magicTrans(A, B) {
+  const LA = layer(A.d), LB = layer(B.d);
+  setCam(LA, A.cam); setCam(LB, B.cam);
+  LA.el.style.display = LB.el.style.display = 'block';
+  LA.el.style.zIndex = 1; LB.el.style.zIndex = 2;
+  const { pairs, follow, clones, glow } = match(A, B);
+  const moved = new Set(), tracks = [], leads = new Map();
+  const track = (a, b, kind, camA, camB, oA, oB, top, tw) => {
+    const al = kind === 'left' ? 'l' : kind === 'right' ? 'r' : null;
+    const ta = { atom: a, from: a.T, to: toLayer(camA, toStage(camB, b.T)), al, tw };
+    const tb = { atom: b, from: toLayer(camB, toStage(camA, a.T)), to: b.T, al, tw };
+    // identical text: the top copy takes over early and the pair keeps a constant combined opacity;
+    // boxes and differing labels: a plain cross-fade while they overlap mid-flight.
+    const win = kind === 'text' ? (top === 'a' ? [.3, .75] : [.05, .45]) : al ? [.3, .7] : kind === 'restyle' ? [.35, .8] : [.2, .65];
+    tracks.push({ ta, tb, kind, oA, oB, win, top });
+    leads.set(a, ta); leads.set(b, tb); moved.add(a); moved.add(b);
+  };
+  for (const [a, b, kind, tw] of pairs) track(a, b, kind, A.cam, B.cam, stateOp(A, a), stateOp(B, b), 'b', tw);
+  // extra copies of a concept peel off (or merge into) the one box they share
+  const solo = clones.map(([src, atom, side, al]) => {
+    const t = side === 'b'
+      ? { atom, al, from: toLayer(B.cam, toStage(A.cam, src.T)), to: atom.T, o0: 0, o1: stateOp(B, atom), win: [.15, .6] }
+      : { atom, al, from: atom.T, to: toLayer(A.cam, toStage(B.cam, src.T)), o0: stateOp(A, atom), o1: 0, win: [.3, .75] };
+    leads.set(atom, t); moved.add(atom);
+    return t;
+  });
+  // the region both slides describe: an overview section ↔ the whole detail canvas
+  const reg = (sl, other) => sl.d !== 'ov' ? [0, 0, DATA[sl.d].w, DATA[sl.d].h]
+    : (SECTIONS.find(s => s.d === other.d) || { ov: [0, 0, DATA.ov.w, DATA.ov.h] }).ov;
+  const RA = reg(A, B), RB = reg(B, A);
+  const region = {
+    a: { from: RA, to: toLayer(A.cam, toStage(B.cam, RB)), atom: { T: RA } },
+    b: { from: toLayer(B.cam, toStage(A.cam, RA)), to: RB, atom: { T: RB } },
+  };
+  const followers = follow.map(([f, lead, side, win]) => {
+    moved.add(f);
+    return { atom: f, lead: lead === 'region' ? region[side] : leads.get(lead), side, win, o: side === 'a' ? stateOp(A, f) : stateOp(B, f) };
+  });
+  const still = [
+    ...LA.atoms.filter(a => !moved.has(a)).map(a => ({ atom: a, o0: stateOp(A, a), o1: 0, win: [0, .4] })),
+    ...LB.atoms.filter(a => !moved.has(a)).map(a => ({ atom: a, o0: 0, o1: stateOp(B, a), win: [.52, 1] })),
+  ];
+  // while things fly past each other, smaller boxes stay on top of bigger ones and text on top of boxes
+  for (const L of [LA, LB]) {
+    L.atoms.filter(a => !a.uni).sort((p, q) => q.T[2] * q.T[3] - p.T[2] * p.T[3]).forEach((a, i) => { a.el.style.zIndex = i + 1; });
+    L.atoms.filter(a => a.uni).forEach(a => { a.el.style.zIndex = 9999; });
+  }
+  for (const a of moved) a.el.style.willChange = 'transform, opacity';
+  for (const a of glow) a.el.classList.add('gh');
+  for (const a of LB.atoms) a.el.style.opacity = 0;
+  return {
+    dur: 1350,
+    apply(p) {
+      const e = ease(p), lvl = ease(seg(p, .1, .9));
+      const at = t => lerpR(t.from, t.to, t.tw ? ease(seg(p, t.tw[0], t.tw[1])) : e);
+      for (const k of tracks) {
+        place(k.ta.atom, at(k.ta), k.ta.al);
+        place(k.tb.atom, at(k.tb), k.tb.al);
+        const L = lerp(k.oA, k.oB, lvl), x = ease(seg(p, k.win[0], k.win[1]));
+        let oa = L * (1 - x), ob = L * x;
+        if (k.kind === 'text') {                       // over-the-top compositing: top + bottom·(1−top) = L
+          if (k.top === 'b') oa = ob >= .999 ? 0 : (L - ob) / (1 - ob);
+          else ob = oa >= .999 ? 0 : (L - oa) / (1 - oa);
+        }
+        k.ta.atom.el.style.opacity = oa; k.tb.atom.el.style.opacity = ob;
+      }
+      for (const t of solo) {
+        place(t.atom, at(t), t.al);
+        t.atom.el.style.opacity = lerp(t.o0, t.o1, ease(seg(p, t.win[0], t.win[1])));
+      }
+      for (const f of followers) {
+        const L = f.lead, c = at(L), T = L.atom.T;
+        const sx = c[2] / T[2], sy = c[3] / T[3], s = Math.sqrt(sx * sy);
+        const [fx, fy] = ctr(f.atom.T), nx = c[0] + (fx - T[0]) * sx, ny = c[1] + (fy - T[1]) * sy;
+        const w = f.atom.T[2] * s, h = f.atom.T[3] * s;
+        place(f.atom, [nx - w / 2, ny - h / 2, w, h]);
+        const q = ease(seg(p, f.win[0], f.win[1]));
+        f.atom.el.style.opacity = f.o * (f.side === 'a' ? 1 - q : q);
+      }
+      for (const s of still) s.atom.el.style.opacity = lerp(s.o0, s.o1, ease(seg(p, s.win[0], s.win[1])));
+    },
+    done() { for (const a of glow) a.el.classList.remove('gh'); },
+  };
+}
+
+// ---------- Driver ----------
+function makeTrans(i, j) {
+  const A = SLIDES[i], B = SLIDES[j];
+  const ck = CARDS.has(A.d) ? A.d : CARDS.has(B.d) ? B.d : null;
+  if (ck) {                                               // a card runs card → overview; played backwards to reach it
+    const t = coverTrans(ck), back = B.d === ck;
+    return { dur: t.dur, apply: p => t.apply(back ? 1 - p : p), done() { t.done(); setState(j); } };
+  }
+  const t = A.d === B.d ? cameraTrans(A, B) : magicTrans(A, B);
+  return { dur: t.dur, apply: t.apply, done() { if (t.done) t.done(); setState(j); } };
+}
+function finish() { if (!tr) return; tr.apply(1); tr.done(); tr = null; }
+function go(j) {
+  j = clamp(j, 0, SLIDES.length - 1);
+  if (tr) finish();
+  if (j === cur) return;
+  const i = cur; cur = j;
+  history.replaceState(null, '', '#' + (j + 1));
+  const t = tr = makeTrans(i, j);
+  const t0 = performance.now();
+  const tick = now => {
+    if (tr !== t) return;
+    const p = Math.min(1, (now - t0) / t.dur);
+    t.apply(p);
+    if (p < 1) requestAnimationFrame(tick); else finish();
+  };
+  requestAnimationFrame(tick);
+}
+
+function fitStage() {
+  const s = Math.min(innerWidth / W, innerHeight / H);
+  stage.style.transform = `translate(${(innerWidth - W * s) / 2}px,${(innerHeight - H * s) / 2}px) scale(${s})`;
+}
+addEventListener('resize', fitStage);
+addEventListener('keydown', e => {
+  if (['ArrowRight', 'ArrowDown', 'PageDown', ' ', 'Enter'].includes(e.key)) { e.preventDefault(); go(cur + 1); }
+  else if (['ArrowLeft', 'ArrowUp', 'PageUp', 'Backspace'].includes(e.key)) { e.preventDefault(); go(cur - 1); }
+  else if (e.key === 'Home') go(0);
+  else if (e.key === 'End') go(SLIDES.length - 1);
+  else if (e.key === 'f' || e.key === 'F') document.fullscreenElement ? document.exitFullscreen() : document.documentElement.requestFullscreen();
+});
+addEventListener('click', e => go(e.clientX < innerWidth * .2 ? cur - 1 : cur + 1));
+
+// Test hook: freeze transition i → j at progress p (p = 1 ends it).
+// Successive calls for the same i → j reuse one transition, so a frame-by-frame recorder only pays apply(p).
+// Returns the transition's live duration (ms) so recordings keep the on-screen timing.
+window.__deck = { SLIDES, go, setState, freeze(i, j, p) {
+  if (!(tr && tr.i === i && tr.j === j)) { finish(); cur = i; setState(i); tr = Object.assign(makeTrans(i, j), { i, j }); }
+  const dur = tr.dur; tr.apply(p); if (p >= 1) { finish(); cur = j; }
+  return dur;
+} };
+
+fitStage();
+cur = clamp((parseInt(location.hash.slice(1), 10) || 1) - 1, 0, SLIDES.length - 1);
+document.fonts.ready.then(() => { setState(cur); window.__ready = true; });
+</script>
+</body>
+</html>

From f54ebc1657338522fac131fd9a447807f698bea1 Mon Sep 17 00:00:00 2001
From: amszuidas <254873068+amszuidas@users.noreply.github.com>
Date: Tue, 10 Nov 2026 17:45:44 +0800
Subject: [PATCH 2/2] stacks: rename atlas stack to youfang

Rename the directory, plugin name, author, homepage and every listing
(marketplaces, stacks/README.md, both top-level READMEs) from atlas to
youfang.
---
 .agents/plugins/marketplace.json                  |   4 ++--
 .claude-plugin/marketplace.json                   |   8 ++++----
 README.md                                         |  14 +++++++-------
 README_ZH.md                                      |  10 +++++-----
 stacks/README.md                                  |   2 +-
 .../{atlas => youfang}/.claude-plugin/plugin.json |   8 ++++----
 .../{atlas => youfang}/.codex-plugin/plugin.json  |  12 ++++++------
 .../.minimax-plugin/plugin.json                   |   6 +++---
 stacks/{atlas => youfang}/NOTICE.md               |   0
 stacks/{atlas => youfang}/README.md               |  12 ++++++------
 stacks/{atlas => youfang}/WORKFLOW.md             |   2 +-
 stacks/{atlas => youfang}/icon.png                | Bin
 stacks/{atlas => youfang}/plugin.json             |   6 +++---
 .../skills/magic-move-deck/SKILL.md               |   0
 .../examples/rag-assistant/README.md              |   0
 .../examples/rag-assistant/details/00_cover.html  |   0
 .../rag-assistant/details/01_ingestion.html       |   0
 .../rag-assistant/details/02_retrieval.html       |   0
 .../rag-assistant/details/03_generation.html      |   0
 .../examples/rag-assistant/details/99_end.html    |   0
 .../examples/rag-assistant/diagram-binding.md     |   0
 .../examples/rag-assistant/overview.html          |   0
 .../examples/rag-assistant/previews/00_cover.jpg  | Bin
 .../rag-assistant/previews/01_ingestion.jpg       | Bin
 .../rag-assistant/previews/02_retrieval.jpg       | Bin
 .../rag-assistant/previews/03_generation.jpg      | Bin
 .../examples/rag-assistant/previews/99_end.jpg    | Bin
 .../examples/rag-assistant/previews/overview.jpg  | Bin
 .../rag-assistant/previews/trans_d1_to_spot.jpg   | Bin
 .../previews/trans_overview_to_d1.jpg             | Bin
 .../references/bilingual-layout.md                |   0
 .../skills/magic-move-deck/references/cards.md    |   0
 .../magic-move-deck/references/diagram-rules.md   |   0
 .../references/magic-move-contract.md             |   0
 .../skills/magic-move-deck/references/styles.md   |   0
 .../magic-move-deck/references/verification.md    |   0
 .../skills/magic-move-deck/scripts/build_deck.py  |   0
 .../magic-move-deck/scripts/render_video.py       |   0
 .../magic-move-deck/scripts/snapshot_deck.py      |   0
 .../skills/magic-move-deck/scripts/styles.py      |   0
 .../magic-move-deck/styles/brutalist/STYLE.md     |   0
 .../magic-move-deck/styles/brutalist/diagram.html |   0
 .../magic-move-deck/styles/brutalist/preview.png  | Bin
 .../magic-move-deck/styles/handdrawn/STYLE.md     |   0
 .../magic-move-deck/styles/handdrawn/diagram.html |   0
 .../magic-move-deck/styles/handdrawn/preview.png  | Bin
 .../magic-move-deck/styles/minimal/STYLE.md       |   0
 .../magic-move-deck/styles/minimal/diagram.html   |   0
 .../magic-move-deck/styles/minimal/preview.png    | Bin
 .../skills/magic-move-deck/styles/neon/STYLE.md   |   0
 .../magic-move-deck/styles/neon/diagram.html      |   0
 .../magic-move-deck/styles/neon/preview.png       | Bin
 .../skills/magic-move-deck/templates/card-main.js |   0
 .../magic-move-deck/templates/detail-main.js      |   0
 .../magic-move-deck/templates/diagram-binding.md  |   0
 .../skills/magic-move-deck/templates/keynote.html |   0
 56 files changed, 42 insertions(+), 42 deletions(-)
 rename stacks/{atlas => youfang}/.claude-plugin/plugin.json (79%)
 rename stacks/{atlas => youfang}/.codex-plugin/plugin.json (87%)
 rename stacks/{atlas => youfang}/.minimax-plugin/plugin.json (87%)
 rename stacks/{atlas => youfang}/NOTICE.md (100%)
 rename stacks/{atlas => youfang}/README.md (90%)
 rename stacks/{atlas => youfang}/WORKFLOW.md (98%)
 rename stacks/{atlas => youfang}/icon.png (100%)
 rename stacks/{atlas => youfang}/plugin.json (87%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/SKILL.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/README.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/details/99_end.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/overview.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/01_ingestion.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/02_retrieval.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/03_generation.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/99_end.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/overview.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/trans_d1_to_spot.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/examples/rag-assistant/previews/trans_overview_to_d1.jpg (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/bilingual-layout.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/cards.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/diagram-rules.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/magic-move-contract.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/styles.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/references/verification.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/scripts/build_deck.py (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/scripts/render_video.py (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/scripts/snapshot_deck.py (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/scripts/styles.py (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/brutalist/STYLE.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/brutalist/diagram.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/brutalist/preview.png (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/handdrawn/STYLE.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/handdrawn/diagram.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/handdrawn/preview.png (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/minimal/STYLE.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/minimal/diagram.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/minimal/preview.png (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/neon/STYLE.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/neon/diagram.html (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/styles/neon/preview.png (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/templates/card-main.js (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/templates/detail-main.js (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/templates/diagram-binding.md (100%)
 rename stacks/{atlas => youfang}/skills/magic-move-deck/templates/keynote.html (100%)

diff --git a/.agents/plugins/marketplace.json b/.agents/plugins/marketplace.json
index 9008cbd..1ba98fd 100644
--- a/.agents/plugins/marketplace.json
+++ b/.agents/plugins/marketplace.json
@@ -41,10 +41,10 @@
       "category": "Productivity"
     },
     {
-      "name": "atlas",
+      "name": "youfang",
       "source": {
         "source": "local",
-        "path": "./stacks/atlas"
+        "path": "./stacks/youfang"
       },
       "policy": {
         "installation": "AVAILABLE",
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
index 8c9cc77..abd609d 100644
--- a/.claude-plugin/marketplace.json
+++ b/.claude-plugin/marketplace.json
@@ -38,14 +38,14 @@
       "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/req-tpm"
     },
     {
-      "name": "atlas",
-      "source": "./stacks/atlas",
+      "name": "youfang",
+      "source": "./stacks/youfang",
       "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
       "category": "Productivity",
       "author": {
-        "name": "Atlas (MiniMax Code team)"
+        "name": "Youfang (MiniMax Code team)"
       },
-      "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas"
+      "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/youfang"
     }
   ]
 }
diff --git a/README.md b/README.md
index b95b343..9862a2d 100644
--- a/README.md
+++ b/README.md
@@ -43,9 +43,9 @@ Inside a Claude Code session:
 /plugin install ronny --marketplace MiniMax-AI/mcode-stack
 ```
 
-Use `jiachen`, `req-tpm` or `atlas` in place of `ronny` for those stacks. From a clone of this
+Use `jiachen`, `req-tpm` or `youfang` in place of `ronny` for those stacks. From a clone of this
 repository, `scripts/install.sh` installs `ronny` (`scripts/install.sh jiachen`,
-`scripts/install.sh req-tpm` or `scripts/install.sh atlas` for the others) with `claude` or `codex` when either is on `PATH`, and
+`scripts/install.sh req-tpm` or `scripts/install.sh youfang` for the others) with `claude` or `codex` when either is on `PATH`, and
 otherwise copies that stack's skills into `~/.agents/skills/`.
 
 Older Claude Code can add the marketplace first, then install:
@@ -63,7 +63,7 @@ codex plugin marketplace add MiniMax-AI/mcode-stack
 codex plugin add ronny@mcode-stack
 ```
 
-Substitute `jiachen`, `req-tpm` or `atlas` the same way. To take a single skill instead of the
+Substitute `jiachen`, `req-tpm` or `youfang` the same way. To take a single skill instead of the
 plugin, copy that skill's folder into `~/.agents/skills/`. Codex and MiniMax
 Code both scan that directory; the copy steps are below.
 
@@ -163,8 +163,8 @@ v0 and needs the `meegle` and `lark-cli` CLIs plus a one-time look-up of your
 Meegle space's fields and states; see
 [`stacks/req-tpm/README.md`](stacks/req-tpm/README.md).
 
-[`stacks/atlas`](stacks/atlas/) has
-[`magic-move-deck`](stacks/atlas/skills/magic-move-deck/SKILL.md), which
+[`stacks/youfang`](stacks/youfang/) has
+[`magic-move-deck`](stacks/youfang/skills/magic-move-deck/SKILL.md), which
 turns an architecture or flow walkthrough into a Keynote-style Magic Move
 slide deck: every slide is a diagram seen through a camera, and the boxes and
 titles two slides share morph between them. The agent shows one sample slide
@@ -213,7 +213,7 @@ change it. To suggest a change here, open an issue; see
 stacks/ronny/               Ronny's stack (MiniMax Code R&D lead), the first and most complete one
 stacks/jiachen/             Jiachen's stack: getting out of the agent loop, and turning notes into posts and videos
 stacks/req-tpm/             Optional: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status); v0
-stacks/atlas/               Atlas's stack: architecture walkthroughs as Magic Move slide decks, in four styles
+stacks/youfang/             Youfang's stack: architecture walkthroughs as Magic Move slide decks, in four styles
 stacks/<name>/              One directory per team member; teammates are welcome to add theirs
 notes/                      Which runnable piece goes with each Engineering Notes article
 community/                  Stacks from outside the team, added by collaborators
@@ -222,7 +222,7 @@ templates/stack-template/   Template for a new stack
 
 Every stack is also a MiniMax Code plugin package. See
 [`stacks/ronny`](stacks/ronny/), [`stacks/jiachen`](stacks/jiachen/),
-[`stacks/req-tpm`](stacks/req-tpm/) and [`stacks/atlas`](stacks/atlas/) for
+[`stacks/req-tpm`](stacks/req-tpm/) and [`stacks/youfang`](stacks/youfang/) for
 what each one contains.
 
 ## Contributing
diff --git a/README_ZH.md b/README_ZH.md
index 2f166a3..79e786e 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -36,7 +36,7 @@ claude plugin install ronny --marketplace MiniMax-AI/mcode-stack
 /plugin install ronny --marketplace MiniMax-AI/mcode-stack
 ```
 
-装 Jiachen 的 stack 时，把 `ronny` 换成 `jiachen`；装需求管理的 stack 时换成 `req-tpm`；装 Atlas 的 stack 时换成 `atlas`。克隆本仓库后可以跑 `scripts/install.sh`（默认 `ronny`，或 `scripts/install.sh jiachen`、`scripts/install.sh req-tpm`、`scripts/install.sh atlas`）：`PATH` 里有 `claude` 或 `codex` 时，它会执行同样的安装，否则把该 stack 的 Skill 复制到 `~/.agents/skills/`。
+装 Jiachen 的 stack 时，把 `ronny` 换成 `jiachen`；装需求管理的 stack 时换成 `req-tpm`；装 Youfang 的 stack 时换成 `youfang`。克隆本仓库后可以跑 `scripts/install.sh`（默认 `ronny`，或 `scripts/install.sh jiachen`、`scripts/install.sh req-tpm`、`scripts/install.sh youfang`）：`PATH` 里有 `claude` 或 `codex` 时，它会执行同样的安装，否则把该 stack 的 Skill 复制到 `~/.agents/skills/`。
 
 较旧的 Claude Code 可以先加市场，再安装：
 
@@ -52,7 +52,7 @@ codex plugin marketplace add MiniMax-AI/mcode-stack
 codex plugin add ronny@mcode-stack
 ```
 
-把 `ronny` 换成 `jiachen`、`req-tpm` 或 `atlas` 即可。如果只要某一个 Skill，把它的目录复制到 `~/.agents/skills/`。Codex 和 MiniMax Code 都会扫描这个目录，复制步骤见下文。
+把 `ronny` 换成 `jiachen`、`req-tpm` 或 `youfang` 即可。如果只要某一个 Skill，把它的目录复制到 `~/.agents/skills/`。Codex 和 MiniMax Code 都会扫描这个目录，复制步骤见下文。
 
 **装一个 Skill，所有项目都能用：**
 
@@ -122,7 +122,7 @@ MiniMax Code 会自动发现这几个目录里的 Skill（每个 Skill 一个子
 
 [`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 是一份可选的需求管理 stack：谁提的产品或技术需求，谁就和自己的 agent 一起当这条需求的 TPM。受理时先追问该不该做，写死可衡量的预期效果；优先级交给负责人拍板；记下方案决策；按节奏跟进，停滞的显式标出来；上线前过检查项；最后拿证据对照预期效果才关闭。需求正文放飞书文档，状态和流转放飞书项目（Meegle）。目前是 v0，需要 `meegle` 和 `lark-cli`，并先在自己的 Meegle 空间里查一遍字段和状态，见 [`stacks/req-tpm/README_ZH.md`](stacks/req-tpm/README_ZH.md)。
 
-[`stacks/atlas`](stacks/atlas/) 里有 [`magic-move-deck`](stacks/atlas/skills/magic-move-deck/SKILL.md)：把一次架构或流程讲解做成 Keynote 式「神奇移动」演示，每一页都是某张图加一个镜头取景，前后页共有的框和标题直接变形飞过去。agent 先用四种风格（手绘、简约、暗色科技、新野兽派）各出一张样张，你选定后再按这种风格做完整的单文件离线 HTML。
+[`stacks/youfang`](stacks/youfang/) 里有 [`magic-move-deck`](stacks/youfang/skills/magic-move-deck/SKILL.md)：把一次架构或流程讲解做成 Keynote 式「神奇移动」演示，每一页都是某张图加一个镜头取景，前后页共有的框和标题直接变形飞过去。agent 先用四种风格（手绘、简约、暗色科技、新野兽派）各出一张样张，你选定后再按这种风格做完整的单文件离线 HTML。
 
 每个 stack 里一般有三类东西：
 
@@ -158,14 +158,14 @@ AI 写代码越来越快，真正拉开差距的，是围绕 agent 的那一圈
 stacks/ronny/               MiniMax Code 研发负责人 Ronny 的日常工作流，第一份，也是目前最完整的一份
 stacks/jiachen/             Jiachen 的工作流：把自己从 agent 的循环里解放出来，以及把笔记做成图文和短视频
 stacks/req-tpm/             可选：需求提出人和自己的 agent 一起当这条需求的 TPM（正文在飞书文档，状态在 Meegle），v0
-stacks/atlas/               Atlas 的工作流：把架构讲解做成「神奇移动」演示，四种风格可选
+stacks/youfang/             Youfang 的工作流：把架构讲解做成「神奇移动」演示，四种风格可选
 stacks/<name>/              每位成员一个目录，欢迎团队同事把自己的也放进来
 notes/                      「MCode 工程笔记」每一篇对应哪一份能跑的东西
 community/                  团队外的 stack，由协作者加进来
 templates/stack-template/   新增 stack 用的模板
 ```
 
-每份 stack 本身也是一个 MiniMax Code 插件包，具体内容见 [`stacks/ronny`](stacks/ronny/)、[`stacks/jiachen`](stacks/jiachen/)、[`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 和 [`stacks/atlas`](stacks/atlas/)。
+每份 stack 本身也是一个 MiniMax Code 插件包，具体内容见 [`stacks/ronny`](stacks/ronny/)、[`stacks/jiachen`](stacks/jiachen/)、[`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 和 [`stacks/youfang`](stacks/youfang/)。
 
 ## 参与贡献
 
diff --git a/stacks/README.md b/stacks/README.md
index 0949a60..d10dcd8 100644
--- a/stacks/README.md
+++ b/stacks/README.md
@@ -9,7 +9,7 @@ MiniMax Code plugin package.
 | [`ronny`](ronny/) | Ronny, R&D lead | Skills and plain-text checklists |
 | [`jiachen`](jiachen/) | Jiachen, engineer | Skills and a `WORKFLOW.md` |
 | [`req-tpm`](req-tpm/) | MiniMax Code team | Optional, v0: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status). Skills, templates and a `WORKFLOW.md` |
-| [`atlas`](atlas/) | Atlas, engineer | A skill that turns diagram walkthroughs into Magic Move slide decks (four styles, sample first), and a `WORKFLOW.md` |
+| [`youfang`](youfang/) | Youfang, engineer | A skill that turns diagram walkthroughs into Magic Move slide decks (four styles, sample first), and a `WORKFLOW.md` |
 
 Teammates are welcome to add their own; see below.
 
diff --git a/stacks/atlas/.claude-plugin/plugin.json b/stacks/youfang/.claude-plugin/plugin.json
similarity index 79%
rename from stacks/atlas/.claude-plugin/plugin.json
rename to stacks/youfang/.claude-plugin/plugin.json
index 6734697..6a3ae5a 100644
--- a/stacks/atlas/.claude-plugin/plugin.json
+++ b/stacks/youfang/.claude-plugin/plugin.json
@@ -1,11 +1,11 @@
 {
-  "name": "atlas",
-  "displayName": "Atlas's MCode Stack",
+  "name": "youfang",
+  "displayName": "Youfang's MCode Stack",
   "version": "0.1.0",
   "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
   "author": {
-    "name": "Atlas (MiniMax Code team)"
+    "name": "Youfang (MiniMax Code team)"
   },
-  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/youfang",
   "repository": "https://github.com/MiniMax-AI/mcode-stack"
 }
diff --git a/stacks/atlas/.codex-plugin/plugin.json b/stacks/youfang/.codex-plugin/plugin.json
similarity index 87%
rename from stacks/atlas/.codex-plugin/plugin.json
rename to stacks/youfang/.codex-plugin/plugin.json
index 5c287a3..695f1be 100644
--- a/stacks/atlas/.codex-plugin/plugin.json
+++ b/stacks/youfang/.codex-plugin/plugin.json
@@ -1,24 +1,24 @@
 {
-  "name": "atlas",
+  "name": "youfang",
   "version": "0.1.0",
   "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
   "author": {
-    "name": "Atlas (MiniMax Code team)"
+    "name": "Youfang (MiniMax Code team)"
   },
-  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/youfang",
   "repository": "https://github.com/MiniMax-AI/mcode-stack",
   "skills": "./skills/",
   "interface": {
-    "displayName": "Atlas's MCode Stack",
+    "displayName": "Youfang's MCode Stack",
     "shortDescription": "Diagram walkthroughs as Magic Move slide decks, in four styles.",
     "longDescription": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
-    "developerName": "Atlas (MiniMax Code team)",
+    "developerName": "Youfang (MiniMax Code team)",
     "category": "Productivity",
     "capabilities": [
       "Read",
       "Write"
     ],
-    "websiteURL": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+    "websiteURL": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/youfang",
     "defaultPrompt": [
       "把这套架构讲解做成 Magic Move 演示，先给我看四种风格的样张",
       "Make an animated slide deck that walks through our ingestion pipeline",
diff --git a/stacks/atlas/.minimax-plugin/plugin.json b/stacks/youfang/.minimax-plugin/plugin.json
similarity index 87%
rename from stacks/atlas/.minimax-plugin/plugin.json
rename to stacks/youfang/.minimax-plugin/plugin.json
index 758d1fd..f131e99 100644
--- a/stacks/atlas/.minimax-plugin/plugin.json
+++ b/stacks/youfang/.minimax-plugin/plugin.json
@@ -1,10 +1,10 @@
 {
   "schemaVersion": 1,
-  "name": "atlas",
+  "name": "youfang",
   "version": "0.1.0",
-  "displayName": "Atlas's MCode Stack",
+  "displayName": "Youfang's MCode Stack",
   "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
-  "author": "Atlas (MiniMax Code team)",
+  "author": "Youfang (MiniMax Code team)",
   "icon": "icon.png",
   "category": "Productivity",
   "exampleQueries": [
diff --git a/stacks/atlas/NOTICE.md b/stacks/youfang/NOTICE.md
similarity index 100%
rename from stacks/atlas/NOTICE.md
rename to stacks/youfang/NOTICE.md
diff --git a/stacks/atlas/README.md b/stacks/youfang/README.md
similarity index 90%
rename from stacks/atlas/README.md
rename to stacks/youfang/README.md
index cd0386c..32e3a67 100644
--- a/stacks/atlas/README.md
+++ b/stacks/youfang/README.md
@@ -1,6 +1,6 @@
-# atlas
+# youfang
 
-The stack of Atlas, an engineer on MiniMax Code: one skill that turns an
+The stack of Youfang, an engineer on MiniMax Code: one skill that turns an
 architecture or flow walkthrough into a Keynote-style **Magic Move** slide
 deck. Every slide is a diagram seen through a camera, and the boxes, labels
 and titles two slides share morph and fly instead of cross-fading. The agent
@@ -18,27 +18,27 @@ builds the whole deck in that style.
 In Claude Code, one command installs this stack. In a shell:
 
 ```bash
-claude plugin install atlas --marketplace MiniMax-AI/mcode-stack
+claude plugin install youfang --marketplace MiniMax-AI/mcode-stack
 ```
 
 Inside a session:
 
 ```bash
-/plugin install atlas --marketplace MiniMax-AI/mcode-stack
+/plugin install youfang --marketplace MiniMax-AI/mcode-stack
 ```
 
 Older Claude Code can add the marketplace first, then install:
 
 ```bash
 /plugin marketplace add MiniMax-AI/mcode-stack
-/plugin install atlas@mcode-stack
+/plugin install youfang@mcode-stack
 ```
 
 In Codex, add the marketplace, then install from the Plugins Directory or the CLI:
 
 ```bash
 codex plugin marketplace add MiniMax-AI/mcode-stack
-codex plugin add atlas@mcode-stack
+codex plugin add youfang@mcode-stack
 ```
 
 In MiniMax Code, copy this whole directory into the local plugin directory
diff --git a/stacks/atlas/WORKFLOW.md b/stacks/youfang/WORKFLOW.md
similarity index 98%
rename from stacks/atlas/WORKFLOW.md
rename to stacks/youfang/WORKFLOW.md
index 4a1a5a3..3eacaca 100644
--- a/stacks/atlas/WORKFLOW.md
+++ b/stacks/youfang/WORKFLOW.md
@@ -1,4 +1,4 @@
-# Atlas's day with MiniMax Code
+# Youfang's day with MiniMax Code
 
 > **Draft.** Written from how the agent and I build talk decks today; I will
 > rewrite it in my own words.
diff --git a/stacks/atlas/icon.png b/stacks/youfang/icon.png
similarity index 100%
rename from stacks/atlas/icon.png
rename to stacks/youfang/icon.png
diff --git a/stacks/atlas/plugin.json b/stacks/youfang/plugin.json
similarity index 87%
rename from stacks/atlas/plugin.json
rename to stacks/youfang/plugin.json
index c26adba..d6a713c 100644
--- a/stacks/atlas/plugin.json
+++ b/stacks/youfang/plugin.json
@@ -1,11 +1,11 @@
 {
   "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
-  "name": "atlas",
+  "name": "youfang",
   "version": "0.1.0",
   "description": "Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.",
   "author": {
-    "name": "Atlas (MiniMax Code team)"
+    "name": "Youfang (MiniMax Code team)"
   },
-  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/atlas",
+  "homepage": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/youfang",
   "repository": "https://github.com/MiniMax-AI/mcode-stack"
 }
diff --git a/stacks/atlas/skills/magic-move-deck/SKILL.md b/stacks/youfang/skills/magic-move-deck/SKILL.md
similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/SKILL.md
rename to stacks/youfang/skills/magic-move-deck/SKILL.md
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/README.md
similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/examples/rag-assistant/README.md
rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/README.md
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/00_cover.html
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/01_ingestion.html
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/02_retrieval.html
similarity index 100%
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diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/03_generation.html
similarity index 100%
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diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/details/99_end.html b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/99_end.html
similarity index 100%
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rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/details/99_end.html
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/diagram-binding.md
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similarity index 100%
rename from stacks/atlas/skills/magic-move-deck/examples/rag-assistant/overview.html
rename to stacks/youfang/skills/magic-move-deck/examples/rag-assistant/overview.html
diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/previews/00_cover.jpg
similarity index 100%
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diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/01_ingestion.jpg b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/previews/01_ingestion.jpg
similarity index 100%
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diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/03_generation.jpg b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/previews/03_generation.jpg
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diff --git a/stacks/atlas/skills/magic-move-deck/examples/rag-assistant/previews/overview.jpg b/stacks/youfang/skills/magic-move-deck/examples/rag-assistant/previews/overview.jpg
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