data-report

data-report is a skill for Claude Code from skillmds/skillmd. It costs 19 tokens per session (496 once invoked), scanned A, a copy of data-report, MIT.

A report-page template that turns CSV, Excel, or JSON data into a visual web report. It includes summary metrics, charts, a data table, written observations, and a methods section.

In plain words
What is it for?
Use it to create data reports with charts, key performance indicators, trend views, source-data excerpts, and text-based findings.
Why use it?
It provides a defined structure for presenting raw data without inventing values or building the report layout from scratch.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the data-ml plugin — 17 skills shipped together

Good fit Use it to create data reports with charts, key performance indicators, trend views, source-data excerpts, and text-based findings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/skillmds/skillmd/data-report
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.

Any agent
npx skills add skillmds/skillmd --skill data-report
Clone the repo
git clone --depth 1 https://github.com/skillmds/skillmd

Made for: Claude Code.

Or install data-ml, the plugin that ships this one along with the rest of its 17 skills.

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/skillmds/skillmd/data-report/github.svg)](https://agentmods.dev/skills/skillmds/skillmd/data-report)
Your own site
<a href="https://agentmods.dev/skills/skillmds/skillmd/data-report"><img src="https://agentmods.dev/badge/skills/skillmds/skillmd/data-report/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for data-report

Your own site · 80×15
<a href="https://agentmods.dev/skills/skillmds/skillmd/data-report"><img src="https://agentmods.dev/badge/skills/skillmds/skillmd/data-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 496 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod 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 5.1 $0.00019 $0.00496
Opus 5.5 $0.00008 $0.00198
Sonnet 5 $0.00004 $0.00099
Haiku 4.5 $0.00002 $0.00050

Measured 4d ago against content hash 39206ef72527, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-23, 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 4d ago.

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

This is a copy

100% identical to data-report — 1 line differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugins/data-ml/skills/data-report/SKILL.md · 28 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. 4d ago First seen · 28 lines · 19 tokens per session scan A 39206ef72527

Subscribe to this mod's changes

data-report is a skill published in the GitHub repository skillmds/skillmd (1 stars, last pushed yesterday), licensed MIT. It adds 19 tokens to every session and 496 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to data-report, differing in 1 line, and is treated as a copy.