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Excel Analyst Pro

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jeremylongshore
excel-analyst-pro

Create or revise local Excel workbooks for DCF valuation, LBO returns, or budget-versus-actual variance analysis when the user explicitly requests a spreadsheet artifact. Use when evidence-backed finance models need reviewable formulas and checks. Trigger with explicit requests for a DCF, LBO, or variance workbook. Do not use for native pivot tables or charts, live market data, or generic financial advice.

Overview

Publisherjeremylongshore
Repositoryexcel-analyst-pro-skill-md
Skill nameexcel-analyst-pro
Stars
61
Forks
5
Bundled files
11
LicenseProprietary
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 11 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by jeremylongshore on GitHub. Read the source before you install it.

Installation

Install the Excel Analyst Pro AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/jeremylongshore/excel-analyst-pro-skill-md/tree/main/skills/excel-analyst-pro
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jeremylongshore/excel-analyst-pro-skill-md.git /tmp/excel-analyst-pro-skill-md
mkdir -p .claude/skills
cp -r /tmp/excel-analyst-pro-skill-md/skills/excel-analyst-pro .claude/skills/excel-analyst-pro
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Excel Analyst Pro in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Excel Analyst Pro on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Excel Analyst Pro is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Excel Analyst Pro

Overview

Build reviewable finance workbooks without inventing source data, silently changing workbook features, or claiming calculations that were not recalculated. Only Read is preapproved by this entrypoint; use other tools only when they are available, needed, and authorized in the active harness.

Prerequisites

  • Supplied financial evidence or an existing workbook appropriate to the request.
  • An agreed output path, currency, units, and period convention.
  • For artifact creation, an authorized spreadsheet tool that passes the capability gate in the tooling reference.

Instructions

Route the request

Read only the references needed for the current request:

Native pivot tables, charts, slicers, What-If Data Tables, and other Excel-only objects are outside the bundled adapter's supported surface. Explain the boundary and offer a formula-backed summary table or a tool-neutral implementation plan. Never claim an unsupported artifact was created.

Shared workflow

  1. Confirm the requested mode, input files, output path, reporting currency, units, period convention, and decision the workbook must support.
  2. Inventory the input workbook before editing. Work on a copy unless the user explicitly authorizes in-place modification.
  3. Separate supplied facts, sourced facts, user-approved assumptions, formulas, and unresolved gaps. Ask for material missing inputs; do not fill them with static industry defaults.
  4. Build the smallest workbook that answers the request. Put assumptions in visible cells, link formulas to them, and include the checks required by the relevant reference.
  5. Recalculate with a capable spreadsheet engine when available. Otherwise mark calculated values as unverified and do not present stale cached values as final.
  6. Reopen and inspect the saved artifact. Verify its paths, sheet names, formulas, key outputs, errors, balances, and preservation receipt.
  7. Return the artifact path, a concise result summary, assumptions and sources, verification status, preserved or changed features, and any blocked evidence.

Stop conditions

Stop before writing when the source file cannot be read safely, the output would overwrite a file without approval, required financial inputs are missing, or the available tool cannot preserve an in-scope workbook feature. Stop before a final valuation or return claim when recalculation or formula verification is unavailable.

Output

Return the saved workbook path when an artifact was created, followed by the key result or blocked result, evidence and assumption summary, model-check status, recalculation status, and preservation receipt. Never imply that an unverified cached value is final.

Examples

  • “Build a five-year DCF from this forecast and debt schedule; save a new file.”
  • “Model this acquisition using the attached term sheet and operating case.”
  • “Compare this quarter's actuals with the approved forecast; do not infer causes.”

A request for “a pivot chart by region” is outside this skill's artifact surface; offer a formula-backed summary or explain what additional tool is required.

Error Handling

On invalid inputs, unsafe paths, unsupported workbook features, formula errors, or missing recalculation, stop at the relevant boundary and return the exact problem, what remains unchanged, and the smallest evidence or capability needed to proceed.

Resources

These references are deliberately separate so unrelated model logic stays out of context:

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Excel Analyst Pro AI skill do?

Create or revise local Excel workbooks for DCF valuation, LBO returns, or budget-versus-actual variance analysis when the user explicitly requests a spreadsheet artifact. Use when evidence-backed finance models need reviewable formulas and checks. Trigger with explicit requests for a DCF, LBO, or variance workbook. Do not use for native pivot tables or charts, live market data, or generic financial advice.

Why use Excel Analyst Pro on TypingMind?

Because you install it once and use it with any model. Excel Analyst Pro is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Excel Analyst Pro in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jeremylongshore/excel-analyst-pro-skill-md/tree/main/skills/excel-analyst-pro. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Excel Analyst Pro?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Excel Analyst Pro?

As many as you like. As long as a model supports skills, you can use Excel Analyst Pro with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Excel Analyst Pro AI skill free?

Yes. It is published on GitHub by jeremylongshore under the Proprietary license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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