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Get Started Free →Build PowerPoint decks headless with python-pptx.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-22 | ✗→✓ | ▲ Improved | -58% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-23 | ✗→✓ | ▲ Improved | 133% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -25% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -19% | 0% |
Produce a .pptx file on disk using python-pptx. Use when you need to deliver a deck as a file artifact, not drive a live PowerPoint session.
Adapted from Anthropic's pptx-author and pitch-deck skills in anthropics/financial-services. The MCP / Office-JS branches of the originals are dropped — this assumes headless Python.
For the broader, already-shipped PowerPoint authoring skill (slides, speaker notes, embeds, media), see the built-in powerpoint skill. This skill is a lighter-weight pattern tuned for model-backed decks (pitch decks, IC memos, earnings notes) where every number must trace to a source workbook.
./out/<name>.pptx. Create ./out/ if it does not exist.bashpip install "python-pptx>=0.6"
Title states the takeaway; body supports it. A slide titled "Q3 Revenue" is weak; "Revenue growth accelerated to 14% Y/Y in Q3" is strong.
If a figure on a slide came from ./out/model.xlsx, footnote the sheet and cell.
Revenue: $1,250M (Source: model.xlsx, Inputs!C3)Never transcribe numbers from memory or from a summary — open the workbook, read the named range, and bind the deck value to it programmatically when you can.
If ./templates/firm-template.pptx exists, load it so the deck inherits branded colors, fonts, and master layouts.
pythonfrom pptx import Presentation from pathlib import Path template = Path("./templates/firm-template.pptx") prs = Presentation(str(template)) if template.exists() else Presentation()
When fidelity matters (the model's chart styling must match the deck exactly), render the chart to PNG from the source workbook and embed the image. Native pptx.chart charts are fragile and often don't match firm conventions.
pythonfrom pptx.util import Inches slide.shapes.add_picture("./out/charts/football_field.png", Inches(1), Inches(2), width=Inches(8))
This skill writes a file. It never emails, uploads, or posts. Orchestration layers handle delivery.
pythonfrom pptx import Presentation from pptx.util import Inches, Pt from pptx.dml.color import RGBColor from pathlib import Path template = Path("./templates/firm-template.pptx") prs = Presentation(str(template)) if template.exists() else Presentation() # Title slide slide = prs.slides.add_slide(prs.slide_layouts[0]) slide.shapes.title.text = "Project Aurora — Strategic Alternatives" slide.placeholders[1].text = "Preliminary Discussion Materials" # Valuation summary slide (title-only layout) slide = prs.slides.add_slide(prs.slide_layouts[5]) slide.shapes.title.text = "Valuation implies $38–$52 per share across methodologies" # Add a table bound to model outputs rows, cols = 5, 4 tbl_shape = slide.shapes.add_table(rows, cols, Inches(0.5), Inches(1.5), Inches(9), Inches(3)) tbl = tbl_shape.table headers = ["Methodology", "Low ($)", "Mid ($)", "High ($)"] for c, h in enumerate(headers): tbl.cell(0, c).text = h # In a real deck, read these from the model workbook with openpyxl data = [ ("Trading comps", "35", "41", "48"), ("Precedent M&A", "39", "45", "52"), ("DCF (base)", "36", "43", "51"), ("LBO (10% IRR)", "33", "38", "44"), ] for r, row in enumerate(data, start=1): for c, val in enumerate(row): tbl.cell(r, c).text = val # Embed a chart rendered from the model slide = prs.slides.add_slide(prs.slide_layouts[5]) slide.shapes.title.text = "Football field — current price $42" slide.shapes.add_picture("./out/charts/football_field.png", Inches(1), Inches(1.8), width=Inches(8)) Path("./out").mkdir(exist_ok=True) prs.save("./out/pitch-aurora.pptx")
Read named ranges or specific cells from your Excel model so deck numbers never drift.
pythonfrom openpyxl import load_workbook wb = load_workbook("./out/model.xlsx", data_only=True) def nr(name): """Resolve a named range to its current computed value.""" rng = wb.defined_names[name] sheet, coord = next(rng.destinations) return wb[sheet][coord].value revenue_fy24 = nr("RevenueFY24") implied_mid = nr("ImpliedSharePriceBase")
Then build deck content using those values:
pythonslide.shapes.title.text = f"Implied share price of ${implied_mid:.2f} (base case)"
Remember to recalculate the workbook before reading it — openpyxl only sees computed values if something has already calculated the sheet. Run the recalc helper in the excel-author skill first, or open/save through a real Excel session.
A typical banking pitch deck follows this structure. Not prescriptive, but useful as a starting skeleton:
powerpoint skill.powerpoint skill.Conventions adapted from Anthropic's Claude for Financial Services plugin suite, Apache-2.0 licensed. Original: https://github.com/anthropics/financial-services/tree/main/plugins/agent-plugins/pitch-agent/skills/pptx-author
Other measured skills in the registry, with their headline benchmark lift.