Atlas / Skills / dicklesworthstone / Pdf Processing

Pdf ProcessingSAFE

skills/dicklesworthstone/pdf-processing

High-performance AI coding agent CLI written in Rust with zero unsafe code

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
NOASSERTION
Stars
1,872
01

Overview

High-performance AI coding agent CLI written in Rust with zero unsafe code

Read from source at commit 46a2537504c9OBSERVED · 2026-10-10
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: PDF Processing
description: Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
---

# PDF Processing

## Quick start

Use pdfplumber to extract text from PDFs:

```python
import pdfplumber

with pdfplumber.open("document.pdf") as pdf:
    text = pdf.pages[0].extract_text()
    print(text)
```

## Extracting tables

Extract tables from PDFs with automatic detection:

```python
import pdfplumber

with pdfplumber.open("report.pdf") as pdf:
    page = pdf.pages[0]
    tables = page.extract_tables()

    for table in tables:
        for row in table:
            print(row)
```

## Extracting all pages

Process multi-page documents efficiently:

```python
import pdfplumber

with pdfplumber.open("document.pdf") as pdf:
    full_text = ""
    for page in pdf.pages:
        full_text += page.extract_text() + "\n\n"

    print(full_text)
```

## Form filling

For PDF form filling, see [FORMS.md](FORMS.md) for the complete guide including field analysis and validation.

## Merging PDFs

Combine multiple PDF files:

```python
from pypdf import PdfMerger

merger = PdfMerger()

for pdf in ["file1.pdf", "file2.pdf", "file3.pdf"]:
    merger.append(pdf)

merger.write("merged.pdf")
merger.close()
```

## Splitting PDFs

Extract specific pages or ranges:

```python
from pypdf import PdfReader, PdfWriter

reader = PdfReader("input.pdf")
writer = PdfWriter()

# Extract pages 2-5
for page_num in range(1, 5):
    writer.add_page(reader.pages[page_num])

with open("output.pdf", "wb") as output:
    writer.write(output)
```

## Available packages

- **pdfplumber** - Text and table extraction (recommended)
- **pypdf** - PDF manipulation, merging, splitting
- **pdf2image** - Convert PDFs to images (requires poppler)
- **pytesseract** - OCR for scanned PDFs (requires tesseract)

## Common patterns

**Extract and save text:**
```python
import pdfplumber

with pdfplumber.open("input.pdf") as pdf:
    text = "\n\n".join(page.extract_text() for page in pdf.pages)

with open("output.txt", "w") as f:
    f.write(text)
```

**Extract tables to CSV:**
```python
import pdfplumber
import csv

with pdfplumber.open("tables.pdf") as pdf:
    tables = pdf.pages[0].extract_tables()

    with open("output.csv", "w", newline="") as f:
        writer = csv.writer(f)
        for table in tables:
            writer.writerows(table)
```

## Error handling

Handle common PDF issues:

```python
import pdfplumber

try:
    with pdfplumber.open("document.pdf") as pdf:
        if len(pdf.pages) == 0:
            print("PDF has no pages")
        else:
            text = pdf.pages[0].extract_text()
            if text is None or text.strip() == "":
                print("Page contains no extractable text (might be scanned)")
            else:
                print(text)
except Exception as e:
    print(f"Error processing PDF: {e}")
```

## Performance tips

- Process pages in batches for large PDFs
- Use multiprocessing for multiple files
- Extract only needed pages rather than entire document
- Close PDF objects after use
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
.beads/beads.jsonl
.beads/beads.jsonl
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-10 · audit v0.4.1 · source sha 46a2537504c9full audit observations/trust-audit/skill/dicklesworthstone__pdf-processing.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-1046a2537504c9SAFEB89first audit
05

Questions

What does the Pdf Processing skill do?

High-performance AI coding agent CLI written in Rust with zero unsafe code

Is Pdf Processing safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Pdf Processing access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (46a2537504c9), read on 2026-10-10. The repository is watched, and a new audit runs when it changes — this is the first audit.

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