deck-refresh
Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data.
Skill by Willian8021743
Chalk Labs
Need help deploying deck-refresh?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/willian8021743-deck-refresh
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: presentations, data
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/deck-refresh
What's inside
- Skill name
deck-refresh- Description
- 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.
- License
- MIT
- Instructions
- 120 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- body: contains an absolute path from the author's machine
Files (1)
- SKILL.md
SKILL.md (first lines)
> **Windows 环境**:技能目录为 C:\Users\Willian\.agents\skills\deck-refresh,脚本请用绝对路径或先 cd 进技能目录;产物写到当前工作目录。本机没有 LibreOffice(soffice),依赖它做渲染、缩略图、接受修订、公式重算的步骤会失败,其余 Python 操作正常。
# Deck Refresh
Update numbers across the deck. The deck is the source of truth for formatting; you're only changing values.
## Preflight: Dependency Check
Before starting (chat environment only), verify the required Python library is installed and install it if missing.
```bash
python3 -c "import pptx" 2>/dev/null || python3 -m pip install python-pptx
```
| Library / Tool | Purpose | Required |
|---|---|---|
| `python-pptx` | Read the uploaded `.pptx`, edit text runs / table cells / chart data, and write the refreshed deck back out | Yes (chat path) |
**Important**: Do not skip this step — the chat-mode edit workflow will fail without `python-pptx`. Office JS environment (PowerPoint Add-in) has no Python dependency.
## 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:
| Variant | Example |
|---|---|
| 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.From Willian8021743/windows-ai-toolkit, MIT.
More from Willian8021743/windows-ai-toolkit
- 0.592score
doubao-tts
Willian8021743
Use Doubao Text-to-Speech (Volcengine TTS) to convert text into audio files.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
exa-search
Willian8021743
Search the web, read webpages as markdown, and run filtered web retrieval with Exa MCP.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
evidence-chain-builder
Willian8021743
Score a claim against the evidence behind it.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
bilibili-hub
Willian8021743
A skill for reading and writing Bilibili data with Python + UV, using bilibili-api-python + aiohttp.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
codex-image
Willian8021743
Generate images using OpenAI's Codex backend API with gpt-image-2 tool.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
contact-vcard-extractor
Willian8021743
Extract contact information from text, chat logs, web pages, screenshots, business card photos, and QR codes/OCR results; clean names, phone numbers, email…
SkillAFreshness: A★ 1Claude Code +9 - 0.589score
douyin-downloader
Willian8021743
Download Douyin (TikTok) videos from share links.
SkillAFreshness: A★ 1Claude Code +9 - 0.588score
document-polisher
Willian8021743
Transform any DOCX document with world-class brand styling.
SkillAFreshness: A★ 1Claude Code +9 - 0.588score
brand-xlsx
Willian8021743
Brand-aware Excel engine.
SkillAFreshness: A★ 1Claude Code +9 - 0.588score
brand-pptx
Willian8021743
Brand-aware PowerPoint engine.
SkillAFreshness: A★ 1Claude Code +9 - 0.588score
brand-docx
Willian8021743
Brand-aware Word engine.
SkillAFreshness: A★ 1Claude Code +9 - 0.588score
excel-hygiene
Willian8021743
A rigorous "second pair of eyes" on any xlsx before it goes out.
SkillAFreshness: A★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 20, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Willian8021743
- 0.592score
doubao-tts
Willian8021743
Use Doubao Text-to-Speech (Volcengine TTS) to convert text into audio files.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
evidence-chain-builder
Willian8021743
Score a claim against the evidence behind it.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
bilibili-hub
Willian8021743
A skill for reading and writing Bilibili data with Python + UV, using bilibili-api-python + aiohttp.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
codex-image
Willian8021743
Generate images using OpenAI's Codex backend API with gpt-image-2 tool.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
contact-vcard-extractor
Willian8021743
Extract contact information from text, chat logs, web pages, screenshots, business card photos, and QR codes/OCR results; clean names, phone numbers, email…
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
exa-search
Willian8021743
Search the web, read webpages as markdown, and run filtered web retrieval with Exa MCP.
SkillAFreshness: A★ 1Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get deck-refresh running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
deck-refresh skill. Agent Mart. https://agentmart.dev/skills/willian8021743-deck-refresh (last updated 2026-10-24)