Excel Skills for AI Agents: Formulas to Charts

Excel skills cover the whole working stack of a spreadsheet deliverable: cleaning messy inputs into a table you can trust, writing formulas and functions for lookups, logic, and aggregations, building pivot tables that summarize a table by dragging fields, turning ranges into readable charts, relating tables through data models beyond a single sheet, and automating procedures so you don't redo the clicks. The work usually stacks in that order — clean input, calculate, summarize, chart, then automate what you repeat — so pick the skill that matches the stage you're stuck on rather than the one with the broadest description. Read the ranked list top to bottom, open the entries whose sub-topic matches your current bottleneck, and compare how each one frames its input and output before you load it.

8 to start with24 top options

Start with these.

Excel work stacks: clean input, calculate, summarize, chart, then automate what you repeat.

These are the closest matches for this work. Start with the first one and open it to install.

Calculated cells: lookups, logic, aggregations.Get messy inputs into a table you can trust.Summarize a table by dragging fields.Turn a range into a readable chart.Repeat a procedure without redoing the clicks.Related tables beyond a single sheet.

24 top options

  1. Rank 04
    Direct

    clean-data-xls

    Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet",…

    • Data cleaning
    1,965 · popularity
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  2. Rank 05
    Direct

    audit-xls

    Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula…

    2,060 · popularity
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  3. Rank 06
    Direct

    minimax-xlsx

    Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch,…

    • Formulas & functions
    • Pivot tables
    • Automation
    3,715 · popularity
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  4. Rank 07
    Direct

    lark-sheets

    Notable

    飞书电子表格:创建和操作电子表格。支持工作表与行列结构(增删/合并/尺寸/隐藏/冻结/分组)、单元格读写(值/公式/样式/批注/单元格图片)、区域复制移动排序填充、查找替换、批量更新,图表、透视表、条件格式、筛选器与筛选视图、下拉列表、迷你图、浮动图片等对象的创建与维护,以及公式校验、历史版本回滚、本地 Excel/CSV 与飞书表格的导入导出。当用户需要创建或编辑表格、统计汇总与可视化、表格美化、公式计算(含 Excel 公式迁移)、金融/财务建模(DCF、三张表、预算、Sensitivity 等)时使用。多维表格(Base/bitable)请改用 lark-base;若用户是想按名称或关键词搜索云空间(云盘/云存储)里的表格文件,请改用 lark-drive 的 drive +search 先定位资源。当用户给出 doubao.com 的 /sheets/ URL/token 时,也应直接使用本 skill,不要因为域名不是飞书而回退到 WebFetch;路由依据是 URL 路径模式和 token,而不是域名。

    • Pivot tables
    • Charts
    749,105 · popularity
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  5. Rank 08
    Direct

    gws-sheets

    Notable

    Google Sheets: Read and write spreadsheets.

    56,446 · popularity
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Explore 16 more Agent Skills
  1. Rank 09
    Direct

    data-analysis

    Analyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.

    7,289 · popularity
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  2. Rank 10
    Direct

    gws-sheets-read

    Google Sheets: Read values from a spreadsheet.

    48,658 · popularity
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  3. Rank 11
    Direct

    gws-sheets-append

    Google Sheets: Append a row to a spreadsheet.

    44,734 · popularity
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  4. Rank 12
    Direct

    recipe-backup-sheet-as-csv

    Export a Google Sheets spreadsheet as a CSV file for local backup or processing.

    30,040 · popularity
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  5. Rank 13
    Direct

    recipe-create-expense-tracker

    Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries.

    28,902 · popularity
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  6. Rank 14
    Direct

    recipe-log-deal-update

    Append a deal status update to a Google Sheets sales tracking spreadsheet.

    28,543 · popularity
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  7. Rank 15
    Possible

    recipe-sync-contacts-to-sheet

    Export Google Contacts directory to a Google Sheets spreadsheet.

    29,677 · popularity
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  8. Rank 16
    Possible

    recipe-create-events-from-sheet

    Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row.

    29,083 · popularity
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  9. Rank 17
    Possible

    powerbi-modeling

    Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table…

    • Data models

    Needs (stated): MCP server

    9,868 · popularity
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  10. Rank 18
    Possible

    data-visualization

    Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

    12,860 · popularity
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  11. Rank 19
    Possible

    data-storytelling

    Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

    15,981 · popularity
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  12. Rank 20
    Possible

    datanalysis-credit-risk

    Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate…

    7,300 · popularity
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  13. Rank 21
    Possible

    financial-analyst

    Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also…

    1,017 · popularity
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  14. Rank 22
    Possible

    convert-documents-to-markdown

    Convert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB, CSV, and PDF files to GitHub-Flavored Markdown. Use when a task needs the contents of an office document, spreadsheet, presentation, ebook, or PDF you cannot read directly.

    10,958 · popularity
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  15. Rank 23
    Possible

    lieflat-charts

    Notable

    一套模板驱动的数据可视化与报告生成 skill,既能严格从 Lupi、Basics、Glance、Maps 与 Interactive gallery 的真实实现生成 HTML 图表,也能从 12 套中英文整页报告模板生成可发布的 HTML 报告;以 Mono 为保底,能按数据语义自动选择内置彩色预设,也支持用户明确提供的自定义色板。地图仅在用户明确要求时启用,同一交付禁止混用色系。

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  16. Rank 24
    Possible

    diagram-design

    Notable

    Create branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, polar chart (polar/radial lollipop), loop/flywheel, nested, tree, org chart, layer stack, Venn, pyramid/funnel, treemap, bar, waterfall, line, Gantt and scatter charts, high-level, process, medallion, data flow, DP integration, DP security matrix, Sankey, fishbone, Wardley map, kanban, user journey, deployment, dependency graph, UML class, story map, or database schema diagrams as standalone HTML/SVG/PNG. Redraw .drawio/.drawio.png/.drawio.svg, Mermaid .mmd, or Excalidraw .excalidraw sources at a chosen size/detail; onboard brand tokens from a website; add semantic patterns, callouts, accessible motion, or sketchy/hand-drawn styling.

    • Data models
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What this topic covers

What this topic covers

Each sub-topic groups Agent Skills for a specific situation.

Formulas & functions
Calculated cells: lookups, logic, aggregations.
Data cleaning
Get messy inputs into a table you can trust.
Pivot tables
Summarize a table by dragging fields.
Charts
Turn a range into a readable chart.
Automation
Repeat a procedure without redoing the clicks.
Data models
Related tables beyond a single sheet.
Frequently asked questions

Frequently asked questions

How is this list ordered?
It is ranked by observed search demand, with direct matches for the Excel topic placed first. No single publisher can take more than a capped share of the list.
Which Excel skill should I start with?
Start at the stage of the stack where your work is breaking: data cleaning if your inputs are messy, formulas and functions if the calculations are wrong, pivot tables or charts if the summary isn't readable, automation if you keep repeating the same clicks. Skills for data models only matter once you're working across related tables rather than a single sheet.
Can one skill handle cleaning, formulas, pivots, and charts?
Some entries span more than one sub-topic, but the topic is organized around distinct stages: calculated cells, trusted tables, pivot summaries, readable charts, automation, and related tables. Match the skill to the stage you're on instead of expecting one package to cover the whole stack.
Do I need automation skills if I already know formulas?
Automation is a separate sub-topic aimed at repeating a procedure without redoing the clicks, so it applies when the same sequence runs more than once. Formulas and functions cover the calculated cells themselves; automation covers the repetition around them.

How to install an Agent Skill

Start with the first skill on this page. Claude Code reads a SKILL.md once it is in the skills directory:

  • Claude Code — copy the SKILL.md for xlsx into ~/.claude/skills/xlsx/ for yourself, or .claude/skills/xlsx/ to share it with a project.
  • From the registry — run npx skills add anthropics/skills@xlsx.
  • Or download xlsx from its source and place that SKILL.md in the directory above.

How to choose Check the source and the skill’s own instructions before you install. Official and Notable describe where a skill comes from.