Research Data Auto Analysis Plotting
Drchronx/ai-agent-research-starter-kit
Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics.
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。
Install Pie Chart Data Analysis
$ npx skills add MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MichaelYang-lyx/AIDABench pie-chart-data-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/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .claude/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .claude/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualizationType 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 MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MichaelYang-lyx/AIDABench pie-chart-data-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .agents/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .agents/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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 MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MichaelYang-lyx/AIDABench pie-chart-data-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .cursor/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .cursor/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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/MichaelYang-lyx/AIDABench.git --path skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization--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 MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MichaelYang-lyx/AIDABench pie-chart-data-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .gemini/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .gemini/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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 MichaelYang-lyx/AIDABench pie-chart-data-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 MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .github/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .github/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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 MichaelYang-lyx/AIDABench --skill pie-chart-data-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 MichaelYang-lyx/AIDABench pie-chart-data-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization .opencode/skills/pie-chart-data-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 "pie-chart-data-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization into .opencode/skills/pie-chart-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pie-chart-data-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
pie-chart-data-analysis- GitHub stars
- 111
- Used in
- 1 other repo
- Token cost
- ~964 tokens
- SKILL.md length
- 12 words
- Files
- 1
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- None found
At a glance
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。
- Tasks that involve Excel spreadsheets
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Data visualization
- Tasks that involve Data analysis
What it does
Pie Chart Data Analysis is an agent skill from 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。
Its SKILL.md is about 960 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering Excel spreadsheets, Data visualization and Data analysis. It works with Microsoft Excel. The repository describes itself as: Code for paper AIDABench: AI Data Analytics Benchmark.
When your agent uses it
- Tasks that involve Excel spreadsheets
- Tasks that involve Data visualization
- Tasks that involve Data analysis
Example prompts
- “/pie-chart-data-analysis”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 6dd4206. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are 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
Pie Chart Data Analysis loads about 964 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 12 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 12 words (~964 tokens).
- name
- pie-chart-data-analysis
Files
Just SKILL.md in skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization of MichaelYang-lyx/AIDABench.
Open the folder on GitHubat commit 6dd4206
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in MichaelYang-lyx/AIDABench, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Pie Chart Data 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 |
|---|---|---|---|---|---|---|
| Pie Chart Data Analysis this skillMichaelYang-lyx/AIDABench | 111 | 1 repos | ~964 | Automated safety check: Pass | None | |
| Research Data Auto Analysis PlottingDrchronx/ai-agent-research-starter-kit | 134 | — | ~463 | Automated safety check: Pass | Custom licence | |
| Publication Chart SkillGalaxy-Dawn/claude-scholar | 5.7k | 1 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Data Analysisclaude-office-skills/skills | 498 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Codebookbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~527 | Automated safety check: Notes | Custom licence | |
| Data Visualization AnalysisDrchronx/ai-agent-research-starter-kit | 134 | — | ~621 | Automated safety check: Pass | Custom licence |
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Related
Works with
Categories
Questions about Pie Chart Data Analysis
What does Pie Chart Data Analysis do?
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。. Pie Chart Data Analysis is an agent skill from MichaelYang-lyx/AIDABench.
When should I use Pie Chart Data Analysis?
Pie Chart Data Analysis fits situations like: tasks that involve Excel spreadsheets; tasks that involve Data visualization; tasks that involve Data analysis.
How do I install Pie Chart Data Analysis in Claude Code?
Run `npx skills add MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a claude-code`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization in MichaelYang-lyx/AIDABench) into .claude/skills/pie-chart-data-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Pie Chart Data Analysis in Codex?
Run `npx skills add MichaelYang-lyx/AIDABench --skill pie-chart-data-analysis -a codex`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-visualization/pie-chart-visualization in MichaelYang-lyx/AIDABench) into .agents/skills/pie-chart-data-analysis in your project. Codex loads it when a task matches its description.
Can I use Pie Chart Data 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 MichaelYang-lyx/AIDABench --skill pie-chart-data-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/pie-chart-data-analysis, .gemini/skills/pie-chart-data-analysis, .github/skills/pie-chart-data-analysis and .opencode/skills/pie-chart-data-analysis in your project.
What does Pie Chart Data Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Pie Chart Data Analysis is instructions for the agent only. Our summary lists: Python 3.
Does Pie Chart Data 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 Pie Chart Data 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. Review the folder before installing.
What licence does Pie Chart Data Analysis use?
No licence was found for Pie Chart Data Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Pie Chart Data Analysis use?
About 964 tokens (SKILL.md is roughly 3.9k 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 Pie Chart Data Analysis?
Skills that share tags, products or a category with Pie Chart Data Analysis: Research Data Auto Analysis Plotting (Drchronx/ai-agent-research-starter-kit, 134 stars), Publication Chart Skill (Galaxy-Dawn/claude-scholar, 5.7k stars), Data Analysis (claude-office-skills/skills, 498 stars) and Codebook (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Pie Chart Data Analysis?
MichaelYang-lyx (a GitHub user) maintains it in MichaelYang-lyx/AIDABench, which has 111 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on September 28, 2026.
Source: MichaelYang-lyx/AIDABench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.