update skills

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---
name: "spreadsheet"
description: "Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified."
---
# Spreadsheet Skill (Create, Edit, Analyze, Visualize)
## When to use
- Build new workbooks with formulas, formatting, and structured layouts.
- Read or analyze tabular data (filter, aggregate, pivot, compute metrics).
- Modify existing workbooks without breaking formulas or references.
- Visualize data with charts/tables and sensible formatting.
IMPORTANT: System and user instructions always take precedence.
## Workflow
1. Confirm the file type and goals (create, edit, analyze, visualize).
2. Use `openpyxl` for `.xlsx` edits and `pandas` for analysis and CSV/TSV workflows.
3. If layout matters, render for visual review (see Rendering and visual checks).
4. Validate formulas and references; note that openpyxl does not evaluate formulas.
5. Save outputs and clean up intermediate files.
## Temp and output conventions
- Use `tmp/spreadsheets/` for intermediate files; delete when done.
- Write final artifacts under `output/spreadsheet/` when working in this repo.
- Keep filenames stable and descriptive.
## Primary tooling
- Use `openpyxl` for creating/editing `.xlsx` files and preserving formatting.
- Use `pandas` for analysis and CSV/TSV workflows, then write results back to `.xlsx` or `.csv`.
- If you need charts, prefer `openpyxl.chart` for native Excel charts.
## Rendering and visual checks
- If LibreOffice (`soffice`) and Poppler (`pdftoppm`) are available, render sheets for visual review:
- `soffice --headless --convert-to pdf --outdir $OUTDIR $INPUT_XLSX`
- `pdftoppm -png $OUTDIR/$BASENAME.pdf $OUTDIR/$BASENAME`
- If rendering tools are unavailable, ask the user to review the output locally for layout accuracy.
## Dependencies (install if missing)
Prefer `uv` for dependency management.
Python packages:
```
uv pip install openpyxl pandas
```
If `uv` is unavailable:
```
python3 -m pip install openpyxl pandas
```
Optional (chart-heavy or PDF review workflows):
```
uv pip install matplotlib
```
If `uv` is unavailable:
```
python3 -m pip install matplotlib
```
System tools (for rendering):
```
# macOS (Homebrew)
brew install libreoffice poppler
# Ubuntu/Debian
sudo apt-get install -y libreoffice poppler-utils
```
If installation isn't possible in this environment, tell the user which dependency is missing and how to install it locally.
## Environment
No required environment variables.
## Examples
- Runnable Codex examples (openpyxl): `references/examples/openpyxl/`
## Formula requirements
- Use formulas for derived values rather than hardcoding results.
- Keep formulas simple and legible; use helper cells for complex logic.
- Avoid volatile functions like INDIRECT and OFFSET unless required.
- Prefer cell references over magic numbers (e.g., `=H6*(1+$B$3)` not `=H6*1.04`).
- Guard against errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?) with validation and checks.
- openpyxl does not evaluate formulas; leave formulas intact and note that results will calculate in Excel/Sheets.
## Citation requirements
- Cite sources inside the spreadsheet using plain text URLs.
- For financial models, cite sources of inputs in cell comments.
- For tabular data sourced from the web, include a Source column with URLs.
## Formatting requirements (existing formatted spreadsheets)
- Render and inspect a provided spreadsheet before modifying it when possible.
- Preserve existing formatting and style exactly.
- Match styles for any newly filled cells that were previously blank.
## Formatting requirements (new or unstyled spreadsheets)
- Use appropriate number and date formats (dates as dates, currency with symbols, percentages with sensible precision).
- Use a clean visual layout: headers distinct from data, consistent spacing, and readable column widths.
- Avoid borders around every cell; use whitespace and selective borders to structure sections.
- Ensure text does not spill into adjacent cells.
## Color conventions (if no style guidance)
- Blue: user input
- Black: formulas/derived values
- Green: linked/imported values
- Gray: static constants
- Orange: review/caution
- Light red: error/flag
- Purple: control/logic
- Teal: visualization anchors (key KPIs or chart drivers)
## Finance-specific requirements
- Format zeros as "-".
- Negative numbers should be red and in parentheses.
- Always specify units in headers (e.g., "Revenue ($mm)").
- Cite sources for all raw inputs in cell comments.
## Investment banking layouts
If the spreadsheet is an IB-style model (LBO, DCF, 3-statement, valuation):
- Totals should sum the range directly above.
- Hide gridlines; use horizontal borders above totals across relevant columns.
- Section headers should be merged cells with dark fill and white text.
- Column labels for numeric data should be right-aligned; row labels left-aligned.
- Indent submetrics under their parent line items.

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interface:
display_name: "Spreadsheet Skill (Create, Edit, Analyze, Visualize)"
short_description: "Create, edit, and analyze spreadsheets"
icon_small: "./assets/spreadsheet-small.svg"
icon_large: "./assets/spreadsheet.png"
default_prompt: "Create or update a spreadsheet for this task with the right formulas, structure, and formatting."

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"""Create a basic spreadsheet with two sheets and a simple formula.
Usage:
python3 create_basic_spreadsheet.py --output /tmp/basic_spreadsheet.xlsx
"""
from __future__ import annotations
import argparse
from pathlib import Path
from openpyxl import Workbook
from openpyxl.utils import get_column_letter
def main() -> None:
parser = argparse.ArgumentParser(description="Create a basic spreadsheet with example data.")
parser.add_argument(
"--output",
type=Path,
default=Path("basic_spreadsheet.xlsx"),
help="Output .xlsx path (default: basic_spreadsheet.xlsx)",
)
args = parser.parse_args()
wb = Workbook()
overview = wb.active
overview.title = "Overview"
employees = wb.create_sheet("Employees")
overview["A1"] = "Description"
overview["A2"] = "Awesome Company Report"
employees.append(["Title", "Name", "Address", "Score"])
employees.append(["Engineer", "Vicky", "90 50th Street", 98])
employees.append(["Manager", "Alex", "500 Market Street", 92])
employees.append(["Designer", "Jordan", "200 Pine Street", 88])
employees["A6"] = "Total Score"
employees["D6"] = "=SUM(D2:D4)"
for col in range(1, 5):
employees.column_dimensions[get_column_letter(col)].width = 20
args.output.parent.mkdir(parents=True, exist_ok=True)
wb.save(args.output)
print(f"Saved workbook to {args.output}")
if __name__ == "__main__":
main()

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"""Generate a styled games scoreboard workbook using openpyxl.
Usage:
python3 create_spreadsheet_with_styling.py --output /tmp/GamesSimpleStyling.xlsx
"""
from __future__ import annotations
import argparse
from pathlib import Path
from openpyxl import Workbook
from openpyxl.formatting.rule import FormulaRule
from openpyxl.styles import Alignment, Font, PatternFill
from openpyxl.utils import get_column_letter
HEADER_FILL_HEX = "B7E1CD"
HIGHLIGHT_FILL_HEX = "FFF2CC"
def apply_header_style(cell, fill_hex: str) -> None:
cell.fill = PatternFill("solid", fgColor=fill_hex)
cell.font = Font(bold=True)
cell.alignment = Alignment(horizontal="center", vertical="center")
def apply_highlight_style(cell, fill_hex: str) -> None:
cell.fill = PatternFill("solid", fgColor=fill_hex)
cell.font = Font(bold=True)
cell.alignment = Alignment(horizontal="center", vertical="center")
def populate_game_sheet(ws) -> None:
ws.title = "GameX"
ws.row_dimensions[2].height = 24
widths = {"B": 18, "C": 14, "D": 14, "E": 14, "F": 40}
for col, width in widths.items():
ws.column_dimensions[col].width = width
headers = ["", "Name", "Game 1 Score", "Game 2 Score", "Total Score", "Notes", ""]
for idx, value in enumerate(headers, start=1):
cell = ws.cell(row=2, column=idx, value=value)
if value:
apply_header_style(cell, HEADER_FILL_HEX)
players = [
("Vicky", 12, 30, "Dominated the minigames."),
("Yash", 20, 10, "Emily main with strong defense."),
("Bobby", 1000, 1030, "Numbers look suspiciously high."),
]
for row_idx, (name, g1, g2, note) in enumerate(players, start=3):
ws.cell(row=row_idx, column=2, value=name)
ws.cell(row=row_idx, column=3, value=g1)
ws.cell(row=row_idx, column=4, value=g2)
ws.cell(row=row_idx, column=5, value=f"=SUM(C{row_idx}:D{row_idx})")
ws.cell(row=row_idx, column=6, value=note)
ws.cell(row=7, column=2, value="Winner")
ws.cell(row=7, column=3, value="=INDEX(B3:B5, MATCH(MAX(E3:E5), E3:E5, 0))")
ws.cell(row=7, column=5, value="Congrats!")
ws.merge_cells("C7:D7")
for col in range(2, 6):
apply_highlight_style(ws.cell(row=7, column=col), HIGHLIGHT_FILL_HEX)
rule = FormulaRule(formula=["LEN(A2)>0"], fill=PatternFill("solid", fgColor=HEADER_FILL_HEX))
ws.conditional_formatting.add("A2:G2", rule)
def main() -> None:
parser = argparse.ArgumentParser(description="Create a styled games scoreboard workbook.")
parser.add_argument(
"--output",
type=Path,
default=Path("GamesSimpleStyling.xlsx"),
help="Output .xlsx path (default: GamesSimpleStyling.xlsx)",
)
args = parser.parse_args()
wb = Workbook()
ws = wb.active
populate_game_sheet(ws)
for col in range(1, 8):
col_letter = get_column_letter(col)
if col_letter not in ws.column_dimensions:
ws.column_dimensions[col_letter].width = 12
args.output.parent.mkdir(parents=True, exist_ok=True)
wb.save(args.output)
print(f"Saved workbook to {args.output}")
if __name__ == "__main__":
main()

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"""Read an existing .xlsx and print a small summary.
If --input is not provided, this script creates a tiny sample workbook in /tmp
and reads that instead.
"""
from __future__ import annotations
import argparse
import tempfile
from pathlib import Path
from openpyxl import Workbook, load_workbook
def create_sample(path: Path) -> Path:
wb = Workbook()
ws = wb.active
ws.title = "Sample"
ws.append(["Item", "Qty", "Price"])
ws.append(["Apples", 3, 1.25])
ws.append(["Oranges", 2, 0.95])
ws.append(["Bananas", 5, 0.75])
ws["D1"] = "Total"
ws["D2"] = "=B2*C2"
ws["D3"] = "=B3*C3"
ws["D4"] = "=B4*C4"
wb.save(path)
return path
def main() -> None:
parser = argparse.ArgumentParser(description="Read an existing spreadsheet.")
parser.add_argument("--input", type=Path, help="Path to an .xlsx file")
args = parser.parse_args()
if args.input:
input_path = args.input
else:
tmp_dir = Path(tempfile.gettempdir())
input_path = tmp_dir / "sample_read_existing.xlsx"
create_sample(input_path)
wb = load_workbook(input_path, data_only=False)
print(f"Loaded: {input_path}")
print("Sheet names:", wb.sheetnames)
for name in wb.sheetnames:
ws = wb[name]
max_row = ws.max_row or 0
max_col = ws.max_column or 0
print(f"\n== {name} (rows: {max_row}, cols: {max_col})")
for row in ws.iter_rows(min_row=1, max_row=min(max_row, 5), max_col=min(max_col, 5)):
values = [cell.value for cell in row]
print(values)
if __name__ == "__main__":
main()

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"""Create a styled spreadsheet with headers, borders, and a total row.
Usage:
python3 styling_spreadsheet.py --output /tmp/styling_spreadsheet.xlsx
"""
from __future__ import annotations
import argparse
from pathlib import Path
from openpyxl import Workbook
from openpyxl.styles import Alignment, Border, Font, PatternFill, Side
def main() -> None:
parser = argparse.ArgumentParser(description="Create a styled spreadsheet example.")
parser.add_argument(
"--output",
type=Path,
default=Path("styling_spreadsheet.xlsx"),
help="Output .xlsx path (default: styling_spreadsheet.xlsx)",
)
args = parser.parse_args()
wb = Workbook()
ws = wb.active
ws.title = "FirstGame"
ws.merge_cells("B2:E2")
ws["B2"] = "Name | Game 1 Score | Game 2 Score | Total Score"
header_fill = PatternFill("solid", fgColor="B7E1CD")
header_font = Font(bold=True)
header_alignment = Alignment(horizontal="center", vertical="center")
ws["B2"].fill = header_fill
ws["B2"].font = header_font
ws["B2"].alignment = header_alignment
ws["B3"] = "Vicky"
ws["C3"] = 50
ws["D3"] = 60
ws["E3"] = "=C3+D3"
ws["B4"] = "John"
ws["C4"] = 40
ws["D4"] = 50
ws["E4"] = "=C4+D4"
ws["B5"] = "Jane"
ws["C5"] = 30
ws["D5"] = 40
ws["E5"] = "=C5+D5"
ws["B6"] = "Jim"
ws["C6"] = 20
ws["D6"] = 30
ws["E6"] = "=C6+D6"
ws.merge_cells("B9:E9")
ws["B9"] = "=SUM(E3:E6)"
thin = Side(style="thin")
border = Border(top=thin, bottom=thin, left=thin, right=thin)
ws["B9"].border = border
ws["B9"].alignment = Alignment(horizontal="center")
ws["B9"].font = Font(bold=True)
for col in ("B", "C", "D", "E"):
ws.column_dimensions[col].width = 18
ws.row_dimensions[2].height = 24
args.output.parent.mkdir(parents=True, exist_ok=True)
wb.save(args.output)
print(f"Saved workbook to {args.output}")
if __name__ == "__main__":
main()