Agent skill

PDF Extractor

by guia-matthieu in guia-matthieu/clawfu-skills

Extract text, tables, and images from PDFs. An agent skill from guia-matthieu/clawfu-skills.

MITAuto-check passedDocuments & Office

Install PDF Extractor

skills CLI
$ npx skills add guia-matthieu/clawfu-skills --skill pdf-extractor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install guia-matthieu/clawfu-skills pdf-extractor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/guia-matthieu/clawfu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/automation/pdf-extractor .claude/skills/pdf-extractor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
pdf-extractor
GitHub stars
150
Token cost
~761 tokens
SKILL.md length
175 words
Files
3 (incl. scripts)
Skills in repo
31
Repo updated
First seen
Licence
MIT

At a glance

Extract text, tables, and images from PDFs. An agent skill from guia-matthieu/clawfu-skills.

  • : extracting data from reports
  • SKILL.md covers When to Use This Skill, What Claude Does vs What You…, Dependencies and Commands, plus 4 more sections
  • Runs Python scripts from its folder; calls python and pip
  • Converting PDF tables to CSV

What it does

PDF Extractor is an agent skill from guia-matthieu/clawfu-skills. Extract text, tables, and images from PDFs. Use when: extracting data from reports; converting PDF tables to CSV; pulling images from presentations; processing research papers; batch converting PDFs to text

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/main.py`).

It sits in Documents & Office, covering PDF. The repository describes itself as: 172 expert marketing skills for AI agents — ClawFu MCP Server. The licence is MIT.

When your agent uses it

  • : extracting data from reports
  • Converting PDF tables to CSV
  • Pulling images from presentations
  • Processing research papers

Example prompts

  • “/pdf-extractor”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 4108f5c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

PDF Extractor loads about 761 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 175 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~761

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from guia-matthieu/clawfu-skills at commit 4108f5c, republished under its MIT licence (© guia-matthieu). 175 words, ~761 tokens.

Download SKILL.mdSave it as .claude/skills/pdf-extractor/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
pdf-extractor
description
Extract text, tables, and images from PDFs. Use when: extracting data from reports; converting PDF tables to CSV; pulling images from presentations; processing research papers; batch converting PDFs to text
license
MIT
metadata.author
ClawFu
metadata.version
1.0.0
metadata.mcp-server
@clawfu/mcp-skills

PDF Extractor

Extract text, tables, and images from PDF files using pdfplumber - turn static PDFs into usable data.

When to Use This Skill

  • Report processing - Extract data from PDF reports
  • Table extraction - Convert PDF tables to CSV
  • Image collection - Pull images from presentations
  • Text mining - Bulk convert PDFs to searchable text
  • Research - Process academic papers and whitepapers

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures analysis frameworksMetric definitions
Identifies patterns in dataBusiness interpretation
Creates visualization templatesDashboard design
Suggests optimization areasAction priorities
Calculates statistical measuresDecision thresholds

Dependencies

bash
pip install pdfplumber pypdf click pandas
# For image extraction:
pip install Pillow

Commands

Extract Text
bash
python scripts/main.py text document.pdf
python scripts/main.py text document.pdf --pages 1-5
Extract Tables
bash
python scripts/main.py tables report.pdf --output tables.csv
python scripts/main.py tables financial.pdf --page 3
Extract Images
bash
python scripts/main.py images presentation.pdf --output ./images/
Merge PDFs
bash
python scripts/main.py merge doc1.pdf doc2.pdf --output combined.pdf
PDF Info
bash
python scripts/main.py info document.pdf

Examples

Example 1: Extract Financial Tables
bash
python scripts/main.py tables annual-report.pdf --output financials.csv

# Output: financials.csv with all tables found
# Also creates individual CSVs: table_page3_1.csv, table_page5_1.csv
Example 2: Batch Convert to Text
bash
python scripts/main.py batch ./pdfs/ --output ./text/

# Converts all PDFs in folder to .txt files
Example 3: Extract Specific Pages
bash
python scripts/main.py text whitepaper.pdf --pages 1,5-10,15

# Extracts only pages 1, 5-10, and 15

Skill Boundaries

What This Skill Does Well
  • Structuring data analysis
  • Identifying patterns and trends
  • Creating visualization frameworks
  • Calculating statistical measures
What This Skill Cannot Do
  • Access your actual data
  • Replace statistical expertise
  • Make business decisions
  • Guarantee prediction accuracy

Skill Metadata

  • Mode: centaur
yaml
category: automation
subcategory: document-processing
dependencies: [pdfplumber, pypdf, pandas]
difficulty: beginner
time_saved: 4+ hours/week

© guia-matthieu, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in skills/automation/pdf-extractor of guia-matthieu/clawfu-skills.

  • SKILL.md
  • scripts/main.py
  • scripts/requirements.txt

Open the folder on GitHubat commit 4108f5c

Compare with similar skills

PDF Extractor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

PDF Extractor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
PDF Extractor this skillguia-matthieu/clawfu-skills150—~761Automated safety check: PassMIT
MarkitdownImCa0/just-laws78214 repos~3.2kAutomated safety check: NotesMIT
Gzh Designisjiamu/gzh-design-skill3.9k1 repos~2.2kAutomated safety check: PassAGPL-3.0
GenOffice Document CLIgenspark-ai/genoffice9k—~19kAutomated safety check: PassApache-2.0
Harness Book Best Practicewquguru/harness-books3.2k—~4.1kAutomated safety check: PassNone
Bookforge Korean Ebook PDF Makergongnyang/bookforge3151 repos~1.7kAutomated safety check: PassMIT

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Questions about PDF Extractor

What does PDF Extractor do?

Extract text, tables, and images from PDFs. An agent skill from guia-matthieu/clawfu-skills. PDF Extractor is an agent skill from guia-matthieu/clawfu-skills. Extract text, tables, and images from PDFs.

When should I use PDF Extractor?

PDF Extractor fits situations like: : extracting data from reports; converting PDF tables to CSV; pulling images from presentations; processing research papers.

How do I install PDF Extractor in Claude Code?

Run `npx skills add guia-matthieu/clawfu-skills --skill pdf-extractor -a claude-code`. Or copy the skill folder (skills/automation/pdf-extractor in guia-matthieu/clawfu-skills) into .claude/skills/pdf-extractor in your project. Claude Code loads it when a task matches its description.

How do I install PDF Extractor in Codex?

Run `npx skills add guia-matthieu/clawfu-skills --skill pdf-extractor -a codex`. Or copy the skill folder (skills/automation/pdf-extractor in guia-matthieu/clawfu-skills) into .agents/skills/pdf-extractor in your project. Codex loads it when a task matches its description.

Can I use PDF Extractor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add guia-matthieu/clawfu-skills --skill pdf-extractor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pdf-extractor, .gemini/skills/pdf-extractor, .github/skills/pdf-extractor and .opencode/skills/pdf-extractor in your project.

What does PDF Extractor need to run?

Going by SKILL.md and its folder, PDF Extractor needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does PDF Extractor access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is PDF Extractor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does PDF Extractor use?

PDF Extractor is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does PDF Extractor use?

About 761 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to PDF Extractor?

Skills that share tags, products or a category with PDF Extractor: Markitdown (ImCa0/just-laws, 782 stars), Gzh Design (isjiamu/gzh-design-skill, 3.9k stars), GenOffice Document CLI (genspark-ai/genoffice, 9k stars) and Harness Book Best Practice (wquguru/harness-books, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains PDF Extractor?

guia-matthieu (a GitHub user) maintains it in guia-matthieu/clawfu-skills, which has 150 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 1, 2026.

Source: guia-matthieu/clawfu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.