Agent skill

Excel Threshold Analysis And Styling

by MichaelYang-lyx in MichaelYang-lyx/AIDABench

根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

No licenceAuto-check passedDocuments & Office

Install Excel Threshold Analysis And Styling

skills CLI
$ npx skills add MichaelYang-lyx/AIDABench --skill excel-threshold-analysis-and-styling -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install MichaelYang-lyx/AIDABench excel-threshold-analysis-and-styling --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-filtering/threshold-filtering .claude/skills/excel-threshold-analysis-and-styling && rm -rf skills-src

Use ~/.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/

Facts

Skill name
excel-threshold-analysis-and-styling
GitHub stars
111
Used in
1 other repo
Token cost
~366 tokens
SKILL.md length
44 words
Files
1
Skills in repo
39
Repo updated
First seen
Licence
None found

At a glance

根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

  • Tasks that involve Excel spreadsheets
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Excel Threshold Analysis And Styling is an agent skill from MichaelYang-lyx/AIDABench. 根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

Its SKILL.md is about 370 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. It works with Microsoft Excel and openpyxl. The repository describes itself as: Code for paper AIDABench: AI Data Analytics Benchmark.

When your agent uses it

  • Tasks that involve Excel spreadsheets

Example prompts

  • “/excel-threshold-analysis-and-styling”

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 Threshold Analysis And Styling loads about 366 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 44 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~26
When it runs · the whole SKILL.md, loaded when a task matches
~366

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 44 words (~366 tokens).

name
excel-threshold-analysis-and-styling

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/sn-da-excel-workflow/capability/excel-data-filtering/threshold-filtering 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 Threshold Analysis And Styling 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.

Excel Threshold Analysis And Styling compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Excel Threshold Analysis And Styling this skillMichaelYang-lyx/AIDABench1111 repos~366Automated safety check: PassNone
XLSXNousResearch/hermes-agent252k—~2.4kAutomated safety check: PassMIT
Z Md Exceltjxj/z-skills547—~728Automated safety check: PassNone
XLSXprapaa-ai/agav152—~486Automated safety check: PassApache-2.0
XLSXjjyaoao/HelloAgents3.2k—~5kAutomated safety check: PassProprietary
XLSXginlix-ai/LangAlpha1.8k—~9.3kAutomated safety check: PassApache-2.0

Similar skills

  • XLSX

    NousResearch/hermes-agent

    Create, read, edit Excel .xlsx workbooks and CSVs. An agent skill from NousResearch/hermes-agent.

    252k GitHub stars~2.4k tokensUpdated today
    Documents & OfficeAuto-check passed
  • Z Md Excel

    tjxj/z-skills

    Extract all Markdown tables from a .md file and export to Excel (.xlsx).

    547 GitHub stars~728 tokensUpdated 17 days ago
    Documents & OfficeAuto-check passed
  • XLSX

    prapaa-ai/agav

    Create, read, and edit Excel .xlsx spreadsheets and CSV files

    152 GitHub stars~486 tokensUpdated today
    Documents & OfficeAuto-check passed
  • XLSX

    jjyaoao/HelloAgents

    Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.

    3.2k GitHub stars~5k tokensUpdated 2 days ago
    Documents & OfficeAuto-check passed
  • XLSX

    ginlix-ai/LangAlpha

    Excel workbooks with live formulas: build or edit .xlsx models with openpyxl, recalculate with IronCalc or LibreOffice, audit conventions, profile messy uploads, render for review

    1.8k GitHub stars~9.3k tokensUpdated today
    Documents & OfficeAuto-check passed
  • Spreadsheet

    JetBrains/skills

    Official

    A skill your agent uses when tasks involve creating, editing, analyzing, or formatting spreadsheets (.xlsx, .csv, .tsv) with formula-aware workflows, cached recalculation, and visual review.

    366 GitHub starsUsed in 2 repos~1.8k tokens
    Documents & OfficeAuto-check: notes

More from MichaelYang-lyx/AIDABench

All 39 skills in this repo
  • Sn Da Image Caption

    MichaelYang-lyx/AIDABench

    图片理解与数据提取 skill。当图片文件(.png/.jpg/.jpeg/.gif/.webp/.bmp)是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本(scripts/caption.py),通过 vision 模型将图片转为文本描述,无需额外配置 API Key。覆盖:(1) 通过 scripts/caption.py…

    111 GitHub starsUsed in 1 repo~2k tokens
    Auto-check passed
  • 对Excel数据进行自定义分类统计、交叉分析与可视化,并基于多维度指标(如文本长度、术语密度、正则匹配等)进行综合评分与分级,适用于多类别数据分布统计及文本内容难度/质量评估场景。

    111 GitHub starsUsed in 1 repo~1.6k tokens
    Auto-check passed
  • Excel Bar Chart Visualization

    MichaelYang-lyx/AIDABench

    读取多工作表Excel文件,自动处理合并单元格与数据清洗,进行交叉分组统计并生成带总计行的结果表,最后绘制支持中英文字体的美化柱状图,适用于多维度数据汇总与可视化分析。

    111 GitHub starsUsed in 1 repo~991 tokens
    Auto-check passed
  • 执行全面的异常值检测与数据质量评估,利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征,适用于非正态分布数据的预处理阶段。

    111 GitHub starsUsed in 1 repo~1k tokens
    Auto-check passed
  • Sn Da Excel Workflow

    MichaelYang-lyx/AIDABench

    Excel 数据分析多步编排器。覆盖:(1) 读取多 Sheet Excel 文件并统计行数,(2) 大文件检测(≥10k 行自动 Parquet 优化),(3) 数据清洗(缺失值、文本标准化、无效字符),(4) 条件筛选与分类提取,(5) 跨 Sheet 统计聚合,(6) 导出 Excel/CSV 并提供下载链接。覆盖从数据读取到报告生成全流程,按步骤编排 capability 子…

    111 GitHub starsUsed in 1 repo~2.5k tokens
    Auto-check passed
  • Sn Da Large File Analysis

    MichaelYang-lyx/AIDABench

    万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl readonly 流式读取(iterrows 支持 10 万行以上)、Parquet 转换加速、内存优化、分块处理和大文件写入模式。遇到以下任一情况就主动使用本 skill:①数据行数 ≥ 10k(由 sn-da-excel-workflow 的行数评估步骤触发);②用户出现触发词:大文件 / 大数据量 / 性能优化 /…

    111 GitHub starsUsed in 1 repo~3.1k tokens
    Auto-check passed

Questions about Excel Threshold Analysis And Styling

What does Excel Threshold Analysis And Styling do?

根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。. Excel Threshold Analysis And Styling is an agent skill from MichaelYang-lyx/AIDABench.

When should I use Excel Threshold Analysis And Styling?

Excel Threshold Analysis And Styling fits situations like: tasks that involve Excel spreadsheets.

How do I install Excel Threshold Analysis And Styling in Claude Code?

Run `npx skills add MichaelYang-lyx/AIDABench --skill excel-threshold-analysis-and-styling -a claude-code`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-filtering/threshold-filtering in MichaelYang-lyx/AIDABench) into .claude/skills/excel-threshold-analysis-and-styling in your project. Claude Code loads it when a task matches its description.

How do I install Excel Threshold Analysis And Styling in Codex?

Run `npx skills add MichaelYang-lyx/AIDABench --skill excel-threshold-analysis-and-styling -a codex`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-filtering/threshold-filtering in MichaelYang-lyx/AIDABench) into .agents/skills/excel-threshold-analysis-and-styling in your project. Codex loads it when a task matches its description.

Can I use Excel Threshold Analysis And Styling 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-threshold-analysis-and-styling -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-threshold-analysis-and-styling, .gemini/skills/excel-threshold-analysis-and-styling, .github/skills/excel-threshold-analysis-and-styling and .opencode/skills/excel-threshold-analysis-and-styling in your project.

What does Excel Threshold Analysis And Styling need to run?

SKILL.md names no scripts, command-line tools or credentials: Excel Threshold Analysis And Styling is instructions for the agent only. Our summary lists: Python 3.

Does Excel Threshold Analysis And Styling 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 Threshold Analysis And Styling 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 Threshold Analysis And Styling use?

No licence was found for Excel Threshold Analysis And Styling or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Excel Threshold Analysis And Styling use?

About 366 tokens (SKILL.md is roughly 1.5k 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 Threshold Analysis And Styling?

Skills that share tags, products or a category with Excel Threshold Analysis And Styling: XLSX (NousResearch/hermes-agent, 252k stars), Z Md Excel (tjxj/z-skills, 547 stars), XLSX (prapaa-ai/agav, 152 stars) and XLSX (jjyaoao/HelloAgents, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Excel Threshold Analysis And Styling?

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.