Data Table Manager
n8n-io/n8n
Load before calling data-tables or parse-file. An agent skill from n8n-io/n8n.
对CSV或Excel数据进行全面的可视化分析，包括描述性统计、相关性分析、特征分布图和热力图，并生成HTML格式的交互式分析报告；当用户需要数据分析、数据可视化、探索性数据分析或生成数据报告时使用
Install Data Viz Analyzer
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill data-viz-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-viz-analyzer --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-viz-analyzer' .claude/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .claude/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzerType 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-viz-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-viz-analyzer --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-viz-analyzer' .agents/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .agents/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-viz-analyzer --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-viz-analyzer' .cursor/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .cursor/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzer'--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-viz-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit data-viz-analyzer --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-viz-analyzer' .gemini/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .gemini/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzerInstalls 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-viz-analyzer -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-viz-analyzer' .github/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .github/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzer -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-viz-analyzer --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-viz-analyzer' .opencode/skills/data-viz-analyzer && 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-viz-analyzer" 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-viz-analyzer into .opencode/skills/data-viz-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-viz-analyzer", 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-viz-analyzer- GitHub stars
- 135
- Token cost
- ~573 tokens
- SKILL.md length
- 92 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 36
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
对CSV或Excel数据进行全面的可视化分析，包括描述性统计、相关性分析、特征分布图和热力图，并生成HTML格式的交互式分析报告；当用户需要数据分析、数据可视化、探索性数据分析或生成数据报告时使用
- Works in 5 steps: 描述性统计分析（均值、中位数、标准差、分位数等） → 相关性分析（计算特征间的相关系数矩阵） → 特征分布可视化（直方图、箱线图） → …
- 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 Viz Analyzer is an agent skill from Drchronx/ai-agent-research-starter-kit. 对CSV或Excel数据进行全面的可视化分析，包括描述性统计、相关性分析、特征分布图和热力图，并生成HTML格式的交互式分析报告；当用户需要数据分析、数据可视化、探索性数据分析或生成数据报告时使用
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/input_format.md` and `scripts/data_visualizer.py`).
It sits in Documents & Office, covering Excel spreadsheets 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 CSV and tabular files
Example prompts
- “/data-viz-analyzer”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 描述性统计分析（均值、中位数、标准差、分位数等）
- 相关性分析（计算特征间的相关系数矩阵）
- 特征分布可视化（直方图、箱线图）
- 相关性热力图生成
- HTML 报告生成
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 Viz Analyzer loads about 573 tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 29 tokens; SKILL.md has 92 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 92 words (~573 tokens).
- name
- data-viz-analyzer
- dependency.python
- pandas>=1.3.0, numpy>=1.21.0, matplotlib>=3.4.0, seaborn>=0.11.0, openpyxl>=3.0.0, jinja2>=3.0.0
Files
SKILL.md and 2 other files (scripts, references) in 综合学术部署包/04_数据采集整合与实证Skills/data-viz-analyzer of Drchronx/ai-agent-research-starter-kit.
- SKILL.md
- references/input_format.md
- scripts/data_visualizer.py
Open the folder on GitHubat commit aab1133
Compare with similar skills
Data Viz Analyzer 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 Viz Analyzer this skillDrchronx/ai-agent-research-starter-kit | 135 | — | ~573 | Automated safety check: Pass | Custom licence | |
| Data Table Managern8n-io/n8n | 207k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | 2 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| Markitshift-labs-ai/markit | 1.3k | — | ~299 | Automated safety check: Pass | MIT | |
| Convert Fileduckdb/duckdb-skills | 600 | 1 repos | ~720 | Automated safety check: Notes | MIT | |
| Research Integrity Auditxuzhougeng/wisp-science | 1k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 |
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Works with
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Questions about Data Viz Analyzer
What does Data Viz Analyzer do?
对CSV或Excel数据进行全面的可视化分析，包括描述性统计、相关性分析、特征分布图和热力图，并生成HTML格式的交互式分析报告；当用户需要数据分析、数据可视化、探索性数据分析或生成数据报告时使用. Data Viz Analyzer is an agent skill from Drchronx/ai-agent-research-starter-kit.
When should I use Data Viz Analyzer?
Data Viz Analyzer fits situations like: tasks that involve Excel spreadsheets; tasks that involve CSV and tabular files.
How do I install Data Viz Analyzer in Claude Code?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill data-viz-analyzer -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-viz-analyzer in Drchronx/ai-agent-research-starter-kit) into .claude/skills/data-viz-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Data Viz Analyzer in Codex?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill data-viz-analyzer -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-viz-analyzer in Drchronx/ai-agent-research-starter-kit) into .agents/skills/data-viz-analyzer in your project. Codex loads it when a task matches its description.
Can I use Data Viz Analyzer 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-viz-analyzer -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-viz-analyzer, .gemini/skills/data-viz-analyzer, .github/skills/data-viz-analyzer and .opencode/skills/data-viz-analyzer in your project.
What does Data Viz Analyzer need to run?
Going by SKILL.md and its folder, Data Viz Analyzer needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Data Viz Analyzer 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 Viz Analyzer 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 Viz Analyzer use?
Data Viz Analyzer 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 Viz Analyzer use?
About 573 tokens (SKILL.md is roughly 2.3k 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 1.2k tokens, read only when the agent opens those files.
What are the alternatives to Data Viz Analyzer?
Skills that share tags, products or a category with Data Viz Analyzer: Data Table Manager (n8n-io/n8n, 207k stars), Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Markit (shift-labs-ai/markit, 1.3k stars) and Convert File (duckdb/duckdb-skills, 600 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Data Viz Analyzer?
Drchronx (a GitHub user) maintains it in Drchronx/ai-agent-research-starter-kit, which has 135 GitHub stars. The repository holds 36 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.