Raccoon Dataanalysis
SenseTime-Copilot/raccoon-dataanalysis-skill
Raccoon (小浣熊) Data Analysis - Remote code interpreter and data visualization service powered by SenseTime.
This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.
Install CSV Data Analysis
$ npx skills add 5zjk5/prompt-engineering --skill csv-data-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 5zjk5/prompt-engineering csv-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/5zjk5/prompt-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .claude/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .claude/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-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 5zjk5/prompt-engineering --skill csv-data-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 5zjk5/prompt-engineering csv-data-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/5zjk5/prompt-engineering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .agents/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .agents/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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 5zjk5/prompt-engineering --skill csv-data-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 5zjk5/prompt-engineering csv-data-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/5zjk5/prompt-engineering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .cursor/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .cursor/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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/5zjk5/prompt-engineering.git --path Agent/ChatExcel/backend/skills/csv-data-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 5zjk5/prompt-engineering --skill csv-data-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 5zjk5/prompt-engineering csv-data-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/5zjk5/prompt-engineering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .gemini/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .gemini/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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 5zjk5/prompt-engineering csv-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 5zjk5/prompt-engineering --skill csv-data-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/5zjk5/prompt-engineering.git skills-src && mkdir -p .github/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .github/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .github/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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 5zjk5/prompt-engineering --skill csv-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 5zjk5/prompt-engineering csv-data-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/5zjk5/prompt-engineering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Agent/ChatExcel/backend/skills/csv-data-analysis .opencode/skills/csv-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 "csv-data-analysis" agent skill from https://github.com/5zjk5/prompt-engineering/tree/master/Agent/ChatExcel/backend/skills/csv-data-analysis into .opencode/skills/csv-data-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-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
csv-data-analysis- GitHub stars
- 127
- Token cost
- ~2.6k tokens
- SKILL.md length
- 1,048 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- None found
At a glance
This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.
- Works in 2 steps: Extract Data Features (Execute Script) → Generate Insights & Display Report…
- Keywords include analyze CSV
- SKILL.md covers Core Workflow (Required…, Placeholder Reference (9…, Why Choose This Tool? and File Structure
- Runs Python scripts from its folder
What it does
CSV Data Analysis is an agent skill from 5zjk5/prompt-engineering. This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations. Trigger keywords include "analyze CSV", "analyze Excel", "data analysis", "CSV analysis", "Excel analysis", "data statistics", "generate charts", "data visualization", "分析CSV", "分析Excel", "数据分析", "CSV分析", "Excel分析", "数据统计", "生成图表", "数据可视化".
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/reference.md`, `scripts/csv_analyzer.py` and `scripts/example.py`).
It sits in Data & Analytics, covering CSV and tabular files, Data analysis and Excel spreadsheets. It works with Microsoft Excel.
When your agent uses it
- Keywords include analyze CSV
- Data statistics
- Generate charts
- Data visualization
Example prompts
- “analyze CSV”
- “analyze Excel”
- “data analysis”
- “/csv-data-analysis”
Requirements
- Python 3
Workflow steps
2 steps, taken from the step headings in SKILL.md.
- Extract Data Features (Execute Script)
- Generate Insights & Display Report (Inject into Template)
What it can do on your machine
Read from SKILL.md and the folder at commit e563dd1. 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.
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
CSV Data Analysis loads about 2.6k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 105 tokens; SKILL.md has 1,048 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,048 words (~2,600 tokens).
“The Data Analysis Tool is an AI-powered deep automated data exploration tool built on frontend visualization technologies (ECharts + Tailwind CSS). It rapidly extracts statistical features, data quality metrics, numerical distributions, outlier detection, categorical information, correlations, rankings, and time series…”
- name
- csv-data-analysis
Files
SKILL.md and 4 other files (scripts, references) in Agent/ChatExcel/backend/skills/csv-data-analysis of 5zjk5/prompt-engineering.
- SKILL.md
- references/reference.md
- scripts/csv_analyzer.py
- scripts/example.py
- templates/report_template.html
Open the folder on GitHubat commit e563dd1
Compare with similar skills
CSV 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 |
|---|---|---|---|---|---|---|
| CSV Data Analysis this skill5zjk5/prompt-engineering | 127 | — | ~2.6k | Automated safety check: Pass | None | |
| Raccoon DataanalysisSenseTime-Copilot/raccoon-dataanalysis-skill | 137 | — | ~1.9k | Automated safety check: Pass | None | |
| Pie Chart Data AnalysisMichaelYang-lyx/AIDABench | 111 | 1 repos | ~964 | Automated safety check: Pass | None | |
| Research Data Auto Analysis PlottingDrchronx/ai-agent-research-starter-kit | 135 | — | ~463 | Automated safety check: Pass | Custom licence | |
| Excel and CSV Data Analysisbytedance/deer-flow | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Regression Modelerzebbern/claude-code-guide | 4.7k | — | ~909 | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about CSV Data Analysis
What does CSV Data Analysis do?
This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations. CSV Data Analysis is an agent skill from 5zjk5/prompt-engineering. This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.
When should I use CSV Data Analysis?
CSV Data Analysis fits situations like: keywords include analyze CSV; data statistics; generate charts; data visualization.
How do I install CSV Data Analysis in Claude Code?
Run `npx skills add 5zjk5/prompt-engineering --skill csv-data-analysis -a claude-code`. Or copy the skill folder (Agent/ChatExcel/backend/skills/csv-data-analysis in 5zjk5/prompt-engineering) into .claude/skills/csv-data-analysis in your project. Claude Code loads it when a task matches its description.
How do I install CSV Data Analysis in Codex?
Run `npx skills add 5zjk5/prompt-engineering --skill csv-data-analysis -a codex`. Or copy the skill folder (Agent/ChatExcel/backend/skills/csv-data-analysis in 5zjk5/prompt-engineering) into .agents/skills/csv-data-analysis in your project. Codex loads it when a task matches its description.
Can I use CSV 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 5zjk5/prompt-engineering --skill csv-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/csv-data-analysis, .gemini/skills/csv-data-analysis, .github/skills/csv-data-analysis and .opencode/skills/csv-data-analysis in your project.
What does CSV Data Analysis need to run?
Going by SKILL.md and its folder, CSV Data Analysis needs Python for the scripts in its folder. Our summary lists: Python 3.
Does CSV 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 CSV 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does CSV Data Analysis use?
No licence was found for CSV Data Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does CSV Data Analysis use?
About 2.6k tokens (SKILL.md is roughly 10k 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 72 tokens, read only when the agent opens those files.
What are the alternatives to CSV Data Analysis?
Skills that share tags, products or a category with CSV Data Analysis: Raccoon Dataanalysis (SenseTime-Copilot/raccoon-dataanalysis-skill, 137 stars), Pie Chart Data Analysis (MichaelYang-lyx/AIDABench, 111 stars), Research Data Auto Analysis Plotting (Drchronx/ai-agent-research-starter-kit, 135 stars) and Excel and CSV Data Analysis (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains CSV Data Analysis?
5zjk5 (a GitHub user) maintains it in 5zjk5/prompt-engineering, which has 127 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on September 15, 2026.
Source: 5zjk5/prompt-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.