viz

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Original

English

🇨🇳

Translation

Chinese

Viz Pack — Multi-Mode Visual Dispatcher

Viz Pack — 多模式可视化调度工具

Transform any content into a professional visualization via one of four output modes. This skill is a dispatcher: it resolves the active mode, loads the mode-specific workflow from

references/

, and executes it.

可通过四种输出模式将任意内容转换为专业可视化内容。该技能作为调度工具：它会解析激活模式，从

references/

加载对应模式的工作流并执行。

Step 1: Resolve the active mode

步骤1：解析激活模式

Inspect the invocation in this priority order:

Positional argument. The first positional argument is
```
$0
```
. If
```
$0
```
matches
```
diagram
```
,
```
infographic
```
,
```
visualize
```
, or
```
publish
```
, use it as the mode. Remaining arguments (
```
$ARGUMENTS
```
after the mode token) are the optional content reference (URL, file path, or inline text).

Keyword trigger. If

$0

is empty or not a valid mode, scan the most recent user message for a trigger keyword and map it to a mode:

Trigger keyword(s)	Mode
"diagram it", "excalidraw this", "draw a diagram of this"	`diagram`
"nano this"	`infographic`
"vis it"	`visualize`
"ver it", "hey it", "heygenverse this", "put this on heygenverse as a visual"	`publish`

Ask the user. If neither signal yields a mode, stop and ask which output to produce —
```
diagram
```
(Excalidraw),
```
infographic
```
(Swiss Pulse PNG via Gemini),
```
visualize
```
(inline Visualizer widget), or
```
publish
```
(interactive Swiss Pulse app on HeyGenverse). Do not guess.

Invocation context injected at render time: mode token is

$0

, content reference is

$ARGUMENTS

按以下优先级检查调用指令：

位置参数。第一个位置参数为
```
$0
```
。若
```
$0
```
匹配
```
diagram
```
、
```
infographic
```
、
```
visualize
```
或
```
publish
```
，则将其作为模式。剩余参数（模式标识后的
```
$ARGUMENTS
```
）为可选的内容引用（网址、文件路径或内嵌文本）。

关键词触发。若

$0

为空或不是有效模式，则扫描用户最新消息中的触发关键词并映射到对应模式：

触发关键词	模式
"diagram it"、"excalidraw this"、"draw a diagram of this"	`diagram`
"nano this"	`infographic`
"vis it"	`visualize`
"ver it"、"hey it"、"heygenverse this"、"put this on heygenverse as a visual"	`publish`

询问用户。若以上两种方式均无法确定模式，则停止操作并询问用户需要生成哪种输出——
```
diagram
```
（Excalidraw图表）、
```
infographic
```
（通过Gemini生成Swiss Pulse PNG图片）、
```
visualize
```
（内嵌式Visualizer组件）或
```
publish
```
（在HeyGenverse上发布交互式Swiss Pulse应用）。请勿自行猜测。

渲染时注入的调用上下文：模式标识为

$0

，内容引用为

$ARGUMENTS

。

Step 2: Load the mode workflow

步骤2：加载模式工作流

Read the reference file for the resolved mode and follow its workflow end-to-end:

Mode	Workflow file
`diagram`	`references/mode-diagram.md`
`infographic`	`references/mode-infographic.md`
`visualize`	`references/mode-visualize.md`
`publish`	`references/mode-publish.md`

Read the file on every invocation — do not execute from memory — so any updates to the workflow are applied.

读取对应模式的参考文件并完整执行其工作流：

模式	工作流文件
`diagram`	`references/mode-diagram.md`
`infographic`	`references/mode-infographic.md`
`visualize`	`references/mode-visualize.md`
`publish`	`references/mode-publish.md`

每次调用时都需读取文件——请勿依赖内存执行——确保工作流的任何更新都能生效。

Step 3: Acquire the content (shared across modes)

步骤3：获取内容（所有模式通用）

All four modes accept content from the same sources. Resolve the content target in this priority order:

If
```
$ARGUMENTS
```
contains a URL → retrieve via
```
web_fetch
```
. If blocked (429/403), fall back to
```
web_search
```
with key phrases to get the content from search snippets.
If
```
$ARGUMENTS
```
points to an uploaded file → read from
```
/mnt/user-data/uploads/
```
using
```
pdfplumber
```
for PDF,
```
python-docx
```
for DOCX,
```
pandas
```
for CSV/TSV, direct read for TXT/MD/HTML.
If
```
$ARGUMENTS
```
is inline text → use it directly.
Else scan the current conversation for a referenced source (uploaded file, URL previously shared, meeting transcript at
```
/mnt/transcripts/
```
, pasted text) and use that.

Summarize to core structure if the content exceeds 3,000 words for modes that pipe text into an LLM (

infographic

) or 5,000 words for modes that assemble visuals client-side (

diagram

visualize

publish

四种模式均支持从以下来源获取内容。按以下优先级解析内容目标：

若
```
$ARGUMENTS
```
包含网址 → 通过
```
web_fetch
```
获取。若请求被拦截（429/403状态码），则回退至
```
web_search
```
，通过关键短语从搜索片段中获取内容。
若
```
$ARGUMENTS
```
指向已上传文件 → 使用对应工具读取
```
/mnt/user-data/uploads/
```
路径下的文件：PDF用
```
pdfplumber
```
，DOCX用
```
python-docx
```
，CSV/TSV用
```
pandas
```
，TXT/MD/HTML直接读取。
若
```
$ARGUMENTS
```
是内嵌文本 → 直接使用该文本。
否则，扫描当前对话中的引用来源（已上传文件、之前分享的网址、
```
/mnt/transcripts/
```
下的会议记录、粘贴的文本）并使用该来源。

若内容超过指定字数，需提炼核心结构：对于将文本输入LLM的模式（

infographic

），字数上限为3000字；对于客户端侧生成可视化的模式（

diagram

、

visualize

、

publish

），字数上限为5000字。

Step 4: Execute the loaded workflow

步骤4：执行加载的工作流

Follow the steps in the loaded workflow file exactly. Do not substitute tools, colors, typography, or output formats across modes.

严格按照加载的工作流文件中的步骤执行。请勿跨模式替换工具、颜色、排版或输出格式。

Non-Negotiable Rules

不可违反的规则

Never respond with a plain-text summary instead of the requested visual output.
Never swap output format across modes (e.g., do not emit Excalidraw when
```
mode=publish
```
was requested).
Never skip reading the mode-specific workflow file — every mode has non-obvious tool contracts and design constraints.
Never use colors outside each mode's palette (Excalidraw: 2–3 neutrals; Swiss Pulse modes: black/white + #0066FF only).

切勿以纯文本摘要替代请求的可视化输出。
切勿跨模式调换输出格式（例如，当请求
```
mode=publish
```
时，请勿生成Excalidraw内容）。
切勿跳过读取模式专属工作流文件——每个模式都有非显性的工具约定和设计约束。
切勿使用超出各模式调色板的颜色（Excalidraw：2-3种中性色；Swiss Pulse模式：仅黑白+#0066FF）。

Error Handling

错误处理

Mode unresolved → execute Step 1.3 and ask the user.
Missing workflow file → stop and report the missing path (
```
references/mode-<mode>.md
```
).
Missing tool integration (
```
Excalidraw:*
```
,
```
visualize:*
```
,
```
HeyGenverse:*
```
) → report the specific missing integration and ask whether to proceed with an alternative mode.
Missing
GEMINI_API_KEY
(mode
```
infographic
```
only) → stop and ask for the key before continuing.
Content acquisition fails (empty, unreadable, blocked URL) → report the specific failure and request a different source.

模式未解析 → 执行步骤1.3，询问用户。
工作流文件缺失 → 停止操作并报告缺失的文件路径（
```
references/mode-<mode>.md
```
）。
工具集成缺失（
```
Excalidraw:*
```
、
```
visualize:*
```
、
```
HeyGenverse:*
```
）→ 报告具体缺失的集成，并询问是否改用其他模式继续。
GEMINI_API_KEY
缺失（仅
```
infographic
```
模式）→ 停止操作并请求提供密钥后再继续。
内容获取失败（内容为空、无法读取、网址被拦截）→ 报告具体失败原因，并请求提供其他来源。