Deterministic, structural PDF operations. Use this skill for programmatic work where you know exactly what you want done. For a natural-language rewrite, first draft the replacement content with ordinary reasoning, then use the explicit extract/generate/merge operations here to create the final PDF.
Use the inline Python examples with execute_code in a restricted channel.
Keep files in the active workspace and call publish_artifact with the
finished PDF. Shell commands below require an available exec_command;
they are optional shortcuts, not a reason to request host execution. If the
sandbox or a required library is unavailable, report the limitation rather
than retrying outside the sandbox.
| Goal | Script |
|---|---|
| Get text or tables out of a PDF | extract.py |
| Combine pages from multiple PDFs | merge.py |
| Split a PDF by page ranges | split.py |
Fill /Tx form fields in a PDF |
form_fill.py |
| Build a new PDF from data | inline reportlab snippet, see Path C below |
python {baseDir}/scripts/extract.py /path/to/doc.pdf --json
Output:
{
"pages": 12,
"metadata": {"title": "...", "author": "..."},
"text": [
{"page": 1, "content": "..."},
{"page": 2, "content": "..."}
],
"tables": [
{"page": 3, "rows": [["..."], ["..."]]}
]
}
Text uses pdfplumber (already in default dependencies) which preserves
column layout better than naive PDF text extraction. Tables use
pdfplumber.extract_tables() with default settings; for tricky layouts
pass --tables-strategy lines|text|explicit to switch detection mode.
For OCR (scanned PDFs), this skill does not include Tesseract — use the sibling skill that wraps an OCR engine (out of scope here).
Merge full files:
python {baseDir}/scripts/merge.py a.pdf b.pdf c.pdf --out combined.pdf
Or merge specific page ranges with the manifest form:
python {baseDir}/scripts/merge.py manifest.json --out combined.pdf
manifest.json:
[
{"file": "a.pdf", "pages": "1-3"},
{"file": "b.pdf", "pages": "5,7,9-11"},
{"file": "c.pdf"}
]
Page ranges are 1-based, comma-separated, hyphen for ranges. Omit pages to
include the whole file. Splits use the same syntax in reverse:
python {baseDir}/scripts/split.py input.pdf --pages "1-3,7,10-12" --out output_dir/
Each range writes one output file: output_dir/input_001.pdf,
output_dir/input_002.pdf, …
python {baseDir}/scripts/form_fill.py form.pdf data.json --out filled.pdf
data.json maps field name → string value:
{
"applicant_name": "Wei E.",
"submission_date": "2026-05-06",
"agreed": "Yes"
}
The script discovers fields via pypdf.PdfReader.get_fields() and updates
them with update_page_form_field_values(). Fields not present in the JSON
are left untouched. Run with --list-fields to enumerate the form's fields
without filling.
Caveats:
/Btn checkbox fields take the export value (often Yes, On, or 1)
rather than true — inspect with --list-fields to discover.--clear-signatures if that is intended.Use reportlab directly when you need a new PDF:
from reportlab.pdfgen import canvas
from reportlab.lib.pagesizes import LETTER
from pathlib import Path
c = canvas.Canvas(str(Path("out.pdf")), pagesize=LETTER)
c.setFont("Helvetica-Bold", 18)
c.drawString(72, 720, "Q3 Review")
c.setFont("Helvetica", 11)
c.drawString(72, 696, "Revenue grew 18% year over year.")
c.showPage()
c.save()
For Chinese text, register a CJK font instead of Helvetica. ReportLab's CID font works without downloading fonts or reading a user font directory:
from reportlab.pdfbase import pdfmetrics
from reportlab.pdfbase.cidfonts import UnicodeCIDFont
from reportlab.pdfgen import canvas
pdfmetrics.registerFont(UnicodeCIDFont("STSong-Light"))
c = canvas.Canvas("report.pdf")
c.setFont("STSong-Light", 14)
c.drawString(72, 760, "季度报告:收入增长")
c.save()
CID fonts rely on PDF reader CJK support. When an embedded font is required,
use a licensed font already available inside the workspace or permitted system
font roots. Validate the text with pypdf before publishing.
For tables, headers/footers, and multi-column layouts, switch to
reportlab.platypus (SimpleDocTemplate, Paragraph, Table,
PageBreak). See references/reportlab.md.
This public entry deliberately keeps the PDF mutation step deterministic. For requests such as "make the title shorter", inspect the source page, draft the replacement text with the model, and generate a new document with the reviewed content. Do not claim that arbitrary in-place page rewriting is available.
| Symptom | Cause | Fix |
|---|---|---|
| Extracted text is empty | Scanned PDF, no text layer | OCR is out of scope; use a separate OCR skill |
| Garbled characters in extract | PDF uses a custom font encoding | Try pdfplumber.open(path, laparams={...}) with char_margin adjustments |
| Merged PDF is huge | Underlying PDFs include large embedded fonts | Subset fonts via pypdf compress_content_streams() |
| Form fill silently no-ops | Field name in JSON does not match PDF field name | Run with --list-fields first to see exact names |
| Pages out of order after split | Range overlap collapsed unexpectedly | Use disjoint ranges, e.g. 1-3,4-6 not 1-5,3-6 |