data-report

data-report is a skill for Claude Code, Codex from nexu-io/open-design. It costs 18 tokens per session (721 once invoked), scanned A, original, Apache-2.0.

A guide for turning CSV, Excel, or JSON data into a visual report page. It combines key metric cards, multiple charts, a sample data table, written insights, and a methods section using the supplied data.

In plain words
What is it for?
Use it for product reports, sales summaries, operational reviews, financial overviews, and other data-backed reporting pages.
Why use it?
It puts the numbers, trends, source data, and conclusions in one place so readers can review both the evidence and the interpretation.

Skill for Claude CodeCodex

About the project

OpenDesign is an open-source, local-first desktop app that lets coding agents create prototypes, dashboards, slide decks, images, video, and design systems as exportable files. It is used by people working with agent runtimes such as Claude Code, Codex, Cursor, and DeepSeek Harness. The catalogue add-ons extend the OpenDesign workflow with skills, instructions, commands, and plugins.

nexu-io/open-design · 93,861 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/nexu-io/open-design/data-report
Any agent
npx skills add nexu-io/open-design --skill data-report
Clone the repo
git clone --depth 1 https://github.com/nexu-io/open-design

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for data-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/nexu-io/open-design/data-report.svg)](https://agentmods.dev/skills/nexu-io/open-design/data-report)
Your own site
<a href="https://agentmods.dev/skills/nexu-io/open-design/data-report"><img src="https://agentmods.dev/badge/skills/nexu-io/open-design/data-report.svg" alt="Measured on agentmods" height="20"></a>
Per session 18 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 721 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00018 $0.00721
Opus 5 $0.00009 $0.00360
Sonnet 5 $0.00004 $0.00144
Haiku 4.5 $0.00002 $0.00072

Measured yesterday against content hash ad1ce62d6b3a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

data-report scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

plugins/_official/examples/data-report/SKILL.md · 46 lines

What it actually says

【模板: 数据可视化报告】

  • 头部: 报告标题 + 时间区间 + 数据来源说明。
  • KPI 卡片网格: 3-5 个最重要指标, 每个卡片显示数值 + 同比变化 + 微型趋势线。
  • 主图表区: 至少 2 个图表 (柱状 / 折线 / 饼 / 散点), 使用 Chart.js 或 ECharts (jsdelivr CDN 引入), 数据从用户输入解析得到。
  • 图表容器必须有固定高度: 每个 <canvas> 外层包一个 <div style="position:relative;height:NNNpx"> (KPI 迷你图 ~40px, 主图表 ~240–280px)。Chart.js 用 responsive:true, maintainAspectRatio:false 时若父容器没有显式高度, 会陷入 ResizeObserver 死循环, 图表无限增高直至卡死浏览器。绝对不要直接给 canvas 写 height= 属性当布局, 那个只是初始值。
  • 数据表格: 用户原始数据节选, 使用 <table> + 现代化样式 (zebra stripe, hover, sticky header)。
  • 洞察块: 3-5 条文字洞察, 用 emoji 开头, 像产品周报。
  • 底部"方法论"折叠区。
  • 配色克制专业: 主色 1 + 中性色阶, 图表用调色板。
  • 必须解析用户提供的实际数据, 不要捏造。
Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 46 lines · 18 tokens per session scan A ad1ce62d6b3a

Subscribe to this mod's changes

data-report is a skill published in the GitHub repository nexu-io/open-design (93,861 stars, last pushed yesterday), licensed Apache-2.0. It adds 18 tokens to every session and 721 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.