Deck Refresh logo

Deck Refresh

OrganizationPopular
anthropics
deck-refresh

Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request to swap figures across an existing deck without rebuilding it.

Overview

Publisheranthropics
Repositoryfinancial-services
Skill namedeck-refresh
Stars
38.4K
Forks
5.5K
Bundled files
Instructions only
LicenseApache-2.0
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

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

Installation

Install the Deck Refresh 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/anthropics/financial-services/tree/main/plugins/agent-plugins/pitch-agent/skills/deck-refresh
  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/anthropics/financial-services.git /tmp/financial-services
mkdir -p .claude/skills
cp -r /tmp/financial-services/plugins/agent-plugins/pitch-agent/skills/deck-refresh .claude/skills/deck-refresh
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Deck Refresh 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 Deck Refresh 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 Deck Refresh 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.

Deck Refresh

Update numbers across the deck. The deck is the source of truth for formatting; you're only changing values.

Environment check

This skill works in both the PowerPoint add-in and chat. Identify which you're in before starting — the edit mechanism differs, the intent doesn't:

  • Add-in — the deck is open live; edit text runs, table cells, and chart data directly.
  • Chat — the deck is an uploaded file; edit it by regenerating the affected slides with the new values and writing the result back.

Either way: smallest possible change, existing formatting stays intact.

This is a four-phase process and the third phase is an approval gate. Don't edit until the user has seen the plan.

Phase 1 — Get the data

Use ask_user_question to find out how the new numbers are arriving:

  • Pasted mapping — user types or pastes "revenue $485M → $512M, EBITDA $120M → $135M." The clearest case.
  • Uploaded Excel — old/new columns, or a fresh output sheet the user wants pulled from. Read it, confirm which column is which before you trust it.
  • Just the new values — "Q4 revenue was $512M, margins were 22%." You figure out what each one replaces. Workable, but confirm the mapping before you touch anything — a "$512M" that you map to revenue but the user meant for gross profit is a quiet disaster.

Also ask about derived numbers: if revenue moves, does the user want growth rates and share percentages recalculated, or left alone? Most decks have "+15% YoY" baked in somewhere that's now stale. Whether to touch those is a judgment call the user should make, not you.

Phase 2 — Read everything, find everything

Read every slide. For each old value, find every instance — including the ones that don't look the same:

VariantExample
Scale$485M, $0.485B, $485,000,000
Precision$485M, $485.0M, ~$485M
Unit style$485M, $485MM, $485 million, 485M
Embedded"revenue grew to $485M", "a $485M business", axis labels

A deck that says $485M on slide 3, 485 on slide 8's chart axis, and $485.0 million in a footnote on slide 15 has three instances of the same number. Find-replace misses two of them. You shouldn't.

Where numbers hide:

  • Text boxes (obvious)
  • Table cells
  • Chart data labels and axis labels
  • Chart source data — the numbers driving the bars, not just the labels on them
  • Footnotes, source lines, small print
  • Speaker notes, if the user cares about those

Build a list: for each old value, every location it appears, the exact text it appears as, and what it'll become. This list is the plan.

Phase 3 — Present the plan, get approval

This is a destructive operation on a deck someone spent time on. Show the full change list before editing a single thing. Format it so it's scannable:

$485M → $512M (Revenue)
  Slide 3  — Title box: "Revenue grew to $485M"
  Slide 8  — Chart axis label: "485"
  Slide 15 — Footnote: "$485.0 million in FY24 revenue"

$120M → $135M (Adj. EBITDA)
  Slide 3  — Table cell
  Slide 11 — Body text: "$120M of Adj. EBITDA"

FLAGGED — possibly derived, not in your mapping:
  Slide 3  — "+15% YoY" (growth rate — stale if base year didn't change?)
  Slide 7  — "12% market share" (was this computed from $485M / market size?)

The flagged section matters. You're not just executing a find-replace — you're catching the second-order effects the user would've missed at 11pm. If the mapping says $485M → $512M and slide 3 also has +15% YoY right next to it, that growth rate is probably wrong now. Flag it; don't silently fix it, don't silently leave it.

Use ask_user_question for the approval: proceed as shown, proceed but skip the flagged items, or let them revise the mapping first.

Phase 4 — Execute, preserve, report

For each change, make the smallest edit that accomplishes it. How that happens depends on your environment:

  • Add-in — edit the specific run, cell, or chart series directly in the live deck.
  • Chat — regenerate the affected slide with the new value in place, preserving every other element exactly as it was, and write it back to the file.

Either way, the standard is the same:

  • Text in a shape — change the value, leave font/size/color/bold state exactly as they were. If $485M is 14pt navy bold inside a sentence, $512M is 14pt navy bold inside the same sentence.
  • Table cell — change the cell, leave the table alone.
  • Chart data — update the underlying series values so the bars/lines actually move. Editing just the label without the data leaves a chart that lies.

Don't reformat anything you didn't need to touch. The deck's existing style is correct by definition; you're a surgeon, not a renovator.

After the last edit, report what actually happened:

Updated 11 values across 8 slides.

Changed:
  [the list from Phase 3, now past-tense]

Still flagged — did NOT change:
  Slide 3 — "+15% YoY" (derived; confirm separately)
  Slide 7 — "12% market share"

Run standard visual verification checks on every edited slide. A number that got longer ($485M → $1,205M) might now overflow its text box or push a table column width. Catch it before the user does.

What you're not doing

  • Not rebuilding slides — if a slide's narrative no longer makes sense with the new numbers ("margins compressed" but margins went up), flag it, don't rewrite it.
  • Not recalculating unless asked — derived numbers are the user's call. Your Phase 1 question covers this.
  • Not touching formatting — if the deck uses $MM and the user's mapping says $M, match the deck, not the mapping. Values change; style stays.

Frequently asked questions

What does the Deck Refresh AI skill do?

Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request to swap figures across an existing deck without rebuilding it.

Why use Deck Refresh on TypingMind?

Because you install it once and use it with any model. Deck Refresh 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 Deck Refresh in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/anthropics/financial-services/tree/main/plugins/agent-plugins/pitch-agent/skills/deck-refresh. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Deck Refresh?

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 Deck Refresh?

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

Is the Deck Refresh AI skill free?

Yes. It is published on GitHub by anthropics under the Apache-2.0 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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