Sn Da Image Caption
MichaelYang-lyx/AIDABench
图片理解与数据提取 skill。当图片文件（.png/.jpg/.jpeg/.gif/.webp/.bmp）是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本（scripts/caption.py），通过 vision 模型将图片转为文本描述，无需额外配置 API Key。覆盖：(1) 通过 scripts/caption.py…
对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用
Install Data Visualization Analysis
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .claude/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .claude/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .agents/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .agents/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .cursor/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .cursor/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Drchronx/ai-agent-research-starter-kit.git --path '综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis'--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .gemini/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .gemini/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .github/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .github/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-visualization-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis' .opencode/skills/data-visualization-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "data-visualization-analysis" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/04_%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%95%B4%E5%90%88%E4%B8%8E%E5%AE%9E%E8%AF%81Skills/data-visualization-analysis into .opencode/skills/data-visualization-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-visualization-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
data-visualization-analysis- GitHub stars
- 134
- Token cost
- ~621 tokens
- SKILL.md length
- 84 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用
- Works in 6 steps: 调用脚本执行分析 → 在浏览器中打开 analysis_report.html 查看完整报告 → 读取HTML报告中的统计表格和可视化图表 → …
- Tasks that involve Excel spreadsheets
- SKILL.md covers 任务目标, 前置准备, 操作步骤 and 资源索引, plus 2 more sections
- Runs Python scripts from its folder; calls python
What it does
Data Visualization Analysis is an agent skill from Drchronx/ai-agent-research-starter-kit. 对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用
Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/input_format.md`, `references/output_description.md` and `scripts/analyze_data.py`).
It sits in Documents & Office, covering Excel spreadsheets, Data visualization and CSV and tabular files. It works with Microsoft Excel. The repository describes itself as: AI Agent 科研全流程教学包，能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent，学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian…
When your agent uses it
- Tasks that involve Excel spreadsheets
- Tasks that involve Data visualization
- Tasks that involve CSV and tabular files
Example prompts
- “/data-visualization-analysis”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- 调用脚本执行分析
- 在浏览器中打开 analysis_report.html 查看完整报告
- 读取HTML报告中的统计表格和可视化图表
- 分析相关性热力图识别相关特征
- 检查特征分布图理解数据分布特征
- 综合所有信息向用户提供业务洞察
What it can do on your machine
Read from SKILL.md and the folder at commit aab1133. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Data Visualization Analysis loads about 621 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 24 tokens; SKILL.md has 84 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 84 words (~621 tokens).
- name
- data-visualization-analysis
- dependency.python
- pandas>=2.0.0, numpy>=1.24.0, matplotlib>=3.7.0, seaborn>=0.12.0, openpyxl>=3.1.0
Files
SKILL.md and 3 other files (scripts, references) in 综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis of Drchronx/ai-agent-research-starter-kit.
- SKILL.md
- references/input_format.md
- references/output_description.md
- scripts/analyze_data.py
Open the folder on GitHubat commit aab1133
Compare with similar skills
Data Visualization Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Data Visualization Analysis this skillDrchronx/ai-agent-research-starter-kit | 134 | — | ~621 | Automated safety check: Pass | Custom licence | |
| Sn Da Image CaptionMichaelYang-lyx/AIDABench | 111 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Publication Chart SkillGalaxy-Dawn/claude-scholar | 5.7k | 1 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Officecli Data DashboardFerroxLabs/wayland | 608 | 4 repos | ~9.2k | Automated safety check: Pass | AGPL-3.0 | |
| Tabular Cleanupgaasher/Agent-Loop-Skills | 174 | — | ~4k | Automated safety check: Pass | MIT | |
| Pie Chart Data AnalysisMichaelYang-lyx/AIDABench | 111 | 1 repos | ~964 | Automated safety check: Pass | None |
Similar skills
Publication Chart Skill
Galaxy-Dawn/claude-scholar
This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or pubtab workflow…
Officecli Data Dashboard
FerroxLabs/wayland
A skill your agent uses to build a multi-element Excel dashboard - Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting - from CSV or…
Tabular Cleanup
gaasher/Agent-Loop-Skills
A skill your agent uses when the user has a messy tabular data dump (CSV/TSV/parquet/Excel/JSON) and wants it iteratively cleaned to an inferred data contract — a checklist of deterministic…
Pie Chart Data Analysis
MichaelYang-lyx/AIDABench
对多Sheet Excel或CSV数据进行分类汇总统计，自动识别关键字段并生成包含占比、数值及美化饼图的可下载分析报告。
Statistical Distribution And Outlier Analysis
MichaelYang-lyx/AIDABench
执行数值型数据的分布分析与异常值检测，支持通过正则表达式从文本中提取误差项并生成高分辨率的箱线图与直方图报告. An agent skill from MichaelYang-lyx/AIDABench.
More from Drchronx/ai-agent-research-starter-kit
All 53 skills in this repoLiterature Reviewer Skill
Drchronx/ai-agent-research-starter-kit
Build high-quality literature reviews from a research topic using a 10-phase workflow.
Scenario Experiment Analysis
Drchronx/ai-agent-research-starter-kit
Analyze scenario/vignette experiment datasets for behavioral research.
Scenario Experiment Benchmark Mining
Drchronx/ai-agent-research-starter-kit
Mine and synthesize real top-journal scenario/vignette experiment patterns for behavioral research.
Web Browsing
Drchronx/ai-agent-research-starter-kit
Browse and summarize websites, extract content from URLs, search the web for information.
Multi Source Data Integration Extraction
Drchronx/ai-agent-research-starter-kit
Automatically merge scattered Excel and CSV files, normalize column names, and extract structured tables from PDF, HTML, TXT, or Markdown documents.
Scientific Slides
Drchronx/ai-agent-research-starter-kit
Build slide decks and presentations for research talks using Nano Banana Pro AI.
Related
Works with
Categories
Questions about Data Visualization Analysis
What does Data Visualization Analysis do?
对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用. Data Visualization Analysis is an agent skill from Drchronx/ai-agent-research-starter-kit.
When should I use Data Visualization Analysis?
Data Visualization Analysis fits situations like: tasks that involve Excel spreadsheets; tasks that involve Data visualization; tasks that involve CSV and tabular files.
How do I install Data Visualization Analysis in Claude Code?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a claude-code`. Or copy the skill folder (综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis in Drchronx/ai-agent-research-starter-kit) into .claude/skills/data-visualization-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Data Visualization Analysis in Codex?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a codex`. Or copy the skill folder (综合学术部署包/04_数据采集整合与实证Skills/data-visualization-analysis in Drchronx/ai-agent-research-starter-kit) into .agents/skills/data-visualization-analysis in your project. Codex loads it when a task matches its description.
Can I use Data Visualization Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Drchronx/ai-agent-research-starter-kit --skill data-visualization-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-visualization-analysis, .gemini/skills/data-visualization-analysis, .github/skills/data-visualization-analysis and .opencode/skills/data-visualization-analysis in your project.
What does Data Visualization Analysis need to run?
Going by SKILL.md and its folder, Data Visualization Analysis needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Data Visualization Analysis access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Data Visualization Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Data Visualization Analysis use?
Data Visualization Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Data Visualization Analysis use?
About 621 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.
What are the alternatives to Data Visualization Analysis?
Skills that share tags, products or a category with Data Visualization Analysis: Sn Da Image Caption (MichaelYang-lyx/AIDABench, 111 stars), Publication Chart Skill (Galaxy-Dawn/claude-scholar, 5.7k stars), Officecli Data Dashboard (FerroxLabs/wayland, 608 stars) and Tabular Cleanup (gaasher/Agent-Loop-Skills, 174 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Data Visualization Analysis?
Drchronx (a GitHub user) maintains it in Drchronx/ai-agent-research-starter-kit, which has 134 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on May 19, 2026.
Source: Drchronx/ai-agent-research-starter-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.