Research Integrity Audit
xuzhougeng/wisp-science
学术审查 / research-integrity screening of a manuscript's figures and reported numbers.
对多Sheet Excel文件进行基础统计与，支持按条件筛选计算均值，以及从指定行区间提取数据去重求和，并生成结果文件与下载链接。
Install Excel Basic Statistics And Routing
$ npx skills add MichaelYang-lyx/AIDABench --skill excel-basic-statistics-and-routing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MichaelYang-lyx/AIDABench excel-basic-statistics-and-routing --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-statistics/basic-statistics .claude/skills/excel-basic-statistics-and-routing && 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 "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .claude/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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-statistics/basic-statisticsType 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 excel-basic-statistics-and-routing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MichaelYang-lyx/AIDABench excel-basic-statistics-and-routing --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-statistics/basic-statistics .agents/skills/excel-basic-statistics-and-routing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .agents/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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 excel-basic-statistics-and-routing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MichaelYang-lyx/AIDABench excel-basic-statistics-and-routing --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-statistics/basic-statistics .cursor/skills/excel-basic-statistics-and-routing && 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 "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .cursor/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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-statistics/basic-statistics--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 excel-basic-statistics-and-routing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MichaelYang-lyx/AIDABench excel-basic-statistics-and-routing --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-statistics/basic-statistics .gemini/skills/excel-basic-statistics-and-routing && 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 "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .gemini/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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 excel-basic-statistics-and-routingInstalls 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 excel-basic-statistics-and-routing -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-statistics/basic-statistics .github/skills/excel-basic-statistics-and-routing && 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 "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .github/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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 excel-basic-statistics-and-routing -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 excel-basic-statistics-and-routing --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-statistics/basic-statistics .opencode/skills/excel-basic-statistics-and-routing && 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 "excel-basic-statistics-and-routing" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics into .opencode/skills/excel-basic-statistics-and-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "excel-basic-statistics-and-routing", 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
excel-basic-statistics-and-routing- GitHub stars
- 111
- Used in
- 1 other repo
- Token cost
- ~830 tokens
- SKILL.md length
- 27 words
- Files
- 1
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- None found
At a glance
对多Sheet Excel文件进行基础统计与，支持按条件筛选计算均值，以及从指定行区间提取数据去重求和，并生成结果文件与下载链接。
- Tasks that involve Excel spreadsheets
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Statistics
What it does
Excel Basic Statistics And Routing is an agent skill from MichaelYang-lyx/AIDABench. 对多Sheet Excel文件进行基础统计与，支持按条件筛选计算均值，以及从指定行区间提取数据去重求和，并生成结果文件与下载链接。
Its SKILL.md is about 830 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 and Statistics. 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 Statistics
Example prompts
- “/excel-basic-statistics-and-routing”
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
Excel Basic Statistics And Routing loads about 830 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 27 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 27 words (~830 tokens).
- name
- excel-basic-statistics-and-routing
Files
Just SKILL.md in skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics 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
Excel Basic Statistics And Routing 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 |
|---|---|---|---|---|---|---|
| Excel Basic Statistics And Routing this skillMichaelYang-lyx/AIDABench | 111 | 1 repos | ~830 | Automated safety check: Pass | None | |
| Research Integrity Auditxuzhougeng/wisp-science | 1k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Docx4jplutext/docx4j | 2.4k | — | ~2.5k | Automated safety check: Pass | None | |
| Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | 2 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| Cyber Pptcrazyykhllc-bit/CyberPPT | 1.8k | — | ~10k | Automated safety check: Pass | MIT |
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Categories
Questions about Excel Basic Statistics And Routing
What does Excel Basic Statistics And Routing do?
对多Sheet Excel文件进行基础统计与，支持按条件筛选计算均值，以及从指定行区间提取数据去重求和，并生成结果文件与下载链接。. Excel Basic Statistics And Routing is an agent skill from MichaelYang-lyx/AIDABench.
When should I use Excel Basic Statistics And Routing?
Excel Basic Statistics And Routing fits situations like: tasks that involve Excel spreadsheets; tasks that involve Statistics.
How do I install Excel Basic Statistics And Routing in Claude Code?
Run `npx skills add MichaelYang-lyx/AIDABench --skill excel-basic-statistics-and-routing -a claude-code`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics in MichaelYang-lyx/AIDABench) into .claude/skills/excel-basic-statistics-and-routing in your project. Claude Code loads it when a task matches its description.
How do I install Excel Basic Statistics And Routing in Codex?
Run `npx skills add MichaelYang-lyx/AIDABench --skill excel-basic-statistics-and-routing -a codex`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics in MichaelYang-lyx/AIDABench) into .agents/skills/excel-basic-statistics-and-routing in your project. Codex loads it when a task matches its description.
Can I use Excel Basic Statistics And Routing 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 excel-basic-statistics-and-routing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/excel-basic-statistics-and-routing, .gemini/skills/excel-basic-statistics-and-routing, .github/skills/excel-basic-statistics-and-routing and .opencode/skills/excel-basic-statistics-and-routing in your project.
What does Excel Basic Statistics And Routing need to run?
SKILL.md names no scripts, command-line tools or credentials: Excel Basic Statistics And Routing is instructions for the agent only. Our summary lists: Python 3.
Does Excel Basic Statistics And Routing 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 Excel Basic Statistics And Routing 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 Excel Basic Statistics And Routing use?
No licence was found for Excel Basic Statistics And Routing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Excel Basic Statistics And Routing use?
About 830 tokens (SKILL.md is roughly 3.3k 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 Excel Basic Statistics And Routing?
Skills that share tags, products or a category with Excel Basic Statistics And Routing: Research Integrity Audit (xuzhougeng/wisp-science, 1k stars), Markitdown (ImCa0/just-laws, 781 stars), Docx4j (plutext/docx4j, 2.4k stars) and Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Excel Basic Statistics And Routing?
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.