dsh-antv-ava
适用于 DeepSeek Harness 的 AntV AVA 和 GPT-Vis 插件：将数据密集型回答以叙述性文本、图表或两者结合的形式流式输出。
插件会安装到这里；不确定时保持 web。
npx -y @deepseek-ai/dsh plugin --profile web add github:HellowVirgil/dsh-antv-ava#00597ab0d596cf0843c03d18ef92fe2f28f346f4Antv Ava 以 dsh-antv-ava 发布，当前版本为 0.2.0。Plugin Hub 会校验它的 manifest，并保存精确安装来源，便于复现安装结果。
点击下方 Badge 复制 Markdown，粘贴到 README 即可。
验证 package.json 声明的 GitHub 仓库，即可管理这个公开页面。认领后，Hub 会优先安排当前版本的安全扫描，并在通过后公开展示结果。
认领这个 Plugin →🌐 简体中文 | English
Let DeepSeek Harness automatically present data-heavy answers as streaming narrative text, AntV charts, or a natural combination of both.
dsh-antv-ava rendering data interpretation and an AntV chart inside a DSH conversation
Narrative text and charts flow directly with the model reply instead of appearing in separate cards. Text renders phrase by phrase, while GPT-Vis charts appear as soon as usable data arrives and keep updating during generation.
dsh plugin --profile web add dsh-antv-ava
Restart dsh web and reload the page after installation. The plugin injects the required output contract automatically, so regular users do not need to install a separate Skill or write DSL by hand.
Ask naturally after installation.
Interpret the following business data and provide concise, easy-to-scan conclusions:
Total orders reached 198M this month, up 7.05% year over year…
The model will usually return streaming NTV with emphasized metrics, changes, shares, and category conclusions.
Analyze the revenue change from Q1 to Q4 and choose an appropriate visualization:
Q1 1.28M, Q2 1.64M, Q3 1.91M, Q4 2.26M.
When visual shape makes a trend or comparison easier to understand, the model combines narrative text with a chart.
Plot the following data as a trend chart. Return only the chart: …
When explicitly requested, the model can return a chart without repeating the same information as narrative text.
| Content | Typical result |
|---|---|
| KPIs, period-over-period changes, shares, category breakdowns, and conclusions | NTV |
| Trends, comparisons, distributions, rankings, or compositions benefit from shape | NTV + Chart |
| The user explicitly requests only a chart, or narrative adds no value | Chart |
This selection is automatic; users do not need to understand the internal format.
NTV supports:
Charts use GPT-Vis syntax and support:
The plugin works on its own. Install the bundled Skill only when the agent environment discovers ~/.agents/skills and complex data tasks need stricter guidance for fact preservation and presentation selection.
mkdir -p ~/.agents/skills/antv-ava
cp SKILL.md ~/.agents/skills/antv-ava/SKILL.md
The model can emit narrative, chart, or both inside one ava fence:
```ava
ava
language en-US
narrative
headline Quarterly revenue continued to grow
paragraph
text Q4 revenue reached
metric-value 2.26M
text , up from Q1 by
ratio positive 76.6%
chart
vis line
data
- time Q1
value 1.28
- time Q4
value 2.26
title "Quarterly revenue trend"
axisXTitle Quarter
axisYTitle "Revenue (M)"
```
Use the plugin for evidence-backed KPIs, business analysis, trends, shares, rankings, and category breakdowns. It does not invent values for visualization and never executes arbitrary HTML, SVG, or scripts emitted by the model.
Processes, hierarchies, and roadmaps without meaningful numeric structure are better suited to an infographic plugin.
git clone https://github.com/HellowVirgil/dsh-antv-ava.git
cd dsh-antv-ava
pnpm install
pnpm run check
dsh plugin --profile web add "link:$PWD"
pnpm test
pnpm build
pnpm run verify:pack
MIT. AntV AVA and AntV GPT-Vis are also licensed under MIT.