Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
95
Quality
78%
Does it follow best practices?
Impact
97%
2.48xAverage score across 10 eval scenarios
Risky
Do not use without reviewing
Optimize this skill with Tessl
npx tessl skill review --optimize ./config/claude/skills/pdf/SKILL.mdEvaluation results
Quarterly Sales Data Extraction Pipeline
Text and table extraction library choice
pdfplumber for text
100%
Failed
pdfplumber for tables
100%
Failed
No pypdf text extraction
100%
Failed
Pandas DataFrame conversion
100%
Failed
DataFrame from table rows
100%
Failed
Excel export with pandas
100%
Failed
reportlab for PDF creation
100%
Failed
Platypus document builder
100%
Failed
Table in reportlab
100%
Failed
pdfplumber open context
100%
Failed
100%
Document Assembly and Protection Pipeline
PDF merge, split, and manipulation
pypdf for merge
100%
100%
pypdf for split
100%
100%
pypdf for rotate
100%
100%
merge_page for watermark
100%
100%
Watermark from PdfReader
100%
100%
pypdf encrypt
100%
100%
Metadata via reader.metadata
100%
100%
reportlab for creation
100%
100%
PdfWriter binary write
100%
100%
No PyMuPDF usage
100%
100%
No pdfrw usage
100%
100%
PDF rendering and image extraction
100%
82%Fill Out a Non-Fillable PDF Registration Form
Non-fillable PDF form workflow
Convert PDF to images
0%
100%
fields.json pages array
0%
100%
fields.json form_fields array
0%
100%
Non-intersecting boxes
0%
100%
Checkbox uses X
100%
100%
Validation image creation
0%
100%
Bounding box check script
0%
100%
Annotation-based filling
0%
100%
Bounding box format
0%
100%
Entry box targets input area
0%
100%
Workflow log documents steps
100%
100%
92%
92%Process and Fill a Fillable PDF Employee Onboarding Form
Fillable PDF form processing workflow
Check fillable fields
0%
100%
Extract field info script
0%
100%
Convert to images
0%
0%
field_values.json format
0%
100%
field_id matches extraction
0%
100%
Page number in field values
0%
100%
Checkbox checked_value
0%
100%
Fill with script
0%
100%
Ordered workflow
0%
100%
Scripts run from skill dir
0%
100%
Description field present
0%
100%
- Repository
- freekmurze/dotfiles
- Commit
355d067
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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