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。
Agent skill
Research Data Auto Analysis Plotting
Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics.
Install Research Data Auto Analysis Plotting
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill research-data-auto-analysis-plotting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit research-data-auto-analysis-plotting --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/research-data-auto-analysis-plotting' .claude/skills/research-data-auto-analysis-plotting && 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 "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .claude/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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/research-data-auto-analysis-plottingType 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 research-data-auto-analysis-plotting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit research-data-auto-analysis-plotting --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/research-data-auto-analysis-plotting' .agents/skills/research-data-auto-analysis-plotting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .agents/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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 research-data-auto-analysis-plotting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit research-data-auto-analysis-plotting --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/research-data-auto-analysis-plotting' .cursor/skills/research-data-auto-analysis-plotting && 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 "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .cursor/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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/research-data-auto-analysis-plotting'--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 research-data-auto-analysis-plotting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit research-data-auto-analysis-plotting --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/research-data-auto-analysis-plotting' .gemini/skills/research-data-auto-analysis-plotting && 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 "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .gemini/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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 research-data-auto-analysis-plottingInstalls 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 research-data-auto-analysis-plotting -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/research-data-auto-analysis-plotting' .github/skills/research-data-auto-analysis-plotting && 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 "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .github/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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 research-data-auto-analysis-plotting -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 research-data-auto-analysis-plotting --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/research-data-auto-analysis-plotting' .opencode/skills/research-data-auto-analysis-plotting && 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 "research-data-auto-analysis-plotting" 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/research-data-auto-analysis-plotting into .opencode/skills/research-data-auto-analysis-plotting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-data-auto-analysis-plotting", 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
research-data-auto-analysis-plotting- GitHub stars
- 134
- Token cost
- ~463 tokens
- SKILL.md length
- 110 words
- Files
- 5 (incl. scripts, assets)
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics.
- Works in 3 steps: Install dependencies → Run the analysis script on a CSV or… → Read the generated outputs
- The user wants科研数据自动分析、学术绘图、实证数据可视化、可发表级图表输出
- SKILL.md covers Workflow, Behavior and Parameters
- Runs Python scripts from its folder; calls python
What it does
Research Data Auto Analysis Plotting is an agent skill from Drchronx/ai-agent-research-starter-kit. Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics. Use when the user wants科研数据自动分析、学术绘图、实证数据可视化、可发表级图表输出, or needs a CSV/Excel dataset turned into summary statistics and clean PNG figures.
Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and assets (for example `agents/openai.yaml` and `scripts/analyze_research_data.py`).
It sits in Documents & Office, covering Data visualization, Excel spreadsheets and Data analysis. 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
- The user wants科研数据自动分析、学术绘图、实证数据可视化、可发表级图表输出
- Needs a CSV/Excel dataset turned into summary statistics and clean PNG figures
Example prompts
- “/research-data-auto-analysis-plotting”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Install dependencies
- Run the analysis script on a CSV or Excel dataset
- Read the generated outputs
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 2 files 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
Research Data Auto Analysis Plotting loads about 463 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 110 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 110 words (~463 tokens).
- name
- research-data-auto-analysis-plotting
Files
SKILL.md and 4 other files (scripts, assets) in 综合学术部署包/04_数据采集整合与实证Skills/research-data-auto-analysis-plotting of Drchronx/ai-agent-research-starter-kit.
- SKILL.md
- agents/openai.yaml
- assets/sample_research_dataset.csv
- scripts/analyze_research_data.py
- scripts/requirements.txt
Open the folder on GitHubat commit aab1133
Compare with similar skills
Research Data Auto Analysis Plotting 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 |
|---|---|---|---|---|---|---|
| Research Data Auto Analysis Plotting this skillDrchronx/ai-agent-research-starter-kit | 134 | — | ~463 | Automated safety check: Pass | Custom licence | |
| Pie Chart Data AnalysisMichaelYang-lyx/AIDABench | 111 | 1 repos | ~964 | Automated safety check: Pass | None | |
| Codebookbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~527 | Automated safety check: Notes | Custom licence | |
| CSV Data Analysis5zjk5/prompt-engineering | 127 | — | ~2.6k | Automated safety check: Pass | None | |
| 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 |
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Related
Works with
Categories
Questions about Research Data Auto Analysis Plotting
What does Research Data Auto Analysis Plotting do?
Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics. Research Data Auto Analysis Plotting is an agent skill from Drchronx/ai-agent-research-starter-kit. Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics.
When should I use Research Data Auto Analysis Plotting?
Research Data Auto Analysis Plotting fits situations like: the user wants科研数据自动分析、学术绘图、实证数据可视化、可发表级图表输出; needs a CSV/Excel dataset turned into summary statistics and clean PNG figures.
How do I install Research Data Auto Analysis Plotting in Claude Code?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill research-data-auto-analysis-plotting -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/research-data-auto-analysis-plotting in Drchronx/ai-agent-research-starter-kit) into .claude/skills/research-data-auto-analysis-plotting in your project. Claude Code loads it when a task matches its description.
How do I install Research Data Auto Analysis Plotting in Codex?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill research-data-auto-analysis-plotting -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/research-data-auto-analysis-plotting in Drchronx/ai-agent-research-starter-kit) into .agents/skills/research-data-auto-analysis-plotting in your project. Codex loads it when a task matches its description.
Can I use Research Data Auto Analysis Plotting 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 research-data-auto-analysis-plotting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-data-auto-analysis-plotting, .gemini/skills/research-data-auto-analysis-plotting, .github/skills/research-data-auto-analysis-plotting and .opencode/skills/research-data-auto-analysis-plotting in your project.
What does Research Data Auto Analysis Plotting need to run?
Going by SKILL.md and its folder, Research Data Auto Analysis Plotting needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Research Data Auto Analysis Plotting 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 Research Data Auto Analysis Plotting 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 Research Data Auto Analysis Plotting use?
Research Data Auto Analysis Plotting 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 Research Data Auto Analysis Plotting use?
About 463 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Research Data Auto Analysis Plotting?
Skills that share tags, products or a category with Research Data Auto Analysis Plotting: Pie Chart Data Analysis (MichaelYang-lyx/AIDABench, 111 stars), Codebook (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), CSV Data Analysis (5zjk5/prompt-engineering, 127 stars) and Sn Da Image Caption (MichaelYang-lyx/AIDABench, 111 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Data Auto Analysis Plotting?
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.