forceinjection/pdf_translator
08_agentic_system/agent_skills/pdf_translator/SKILL.md
Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document or asks to "convert PDF to Chinese".
$ install --global
skillsauthnpx skillsauth add forceinjection/ai-fundermentals pdf_translatorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 5, 2026, 12:38 PM147.1s8 files scanned
SKILL.md
- name:
- pdf_translator
- description:
- Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document or asks to "convert PDF to Chinese".
PDF Translator Skill
Instructions
Follow these steps to translate a PDF file:
- Identify the PDF File: Confirm the path to the PDF file the user wants to translate. If the path is relative, resolve it to an absolute path.
- Extract Text: Use the
extract_text.pyscript located in thescriptsdirectory of this skill to extract text from the PDF.- Command:
python3 skills/pdf_translator/scripts/extract_text.py <path_to_pdf> - Note: Ensure you are using the correct python environment (e.g.,
.venv/bin/pythonif applicable, or justpython3if dependencies are installed globally).
- Command:
- Translate Content:
- Read the output from the extraction step.
- Translate the extracted text into the target language requested by the user (default to the user's primary language or English if ambiguous).
- Maintain the original structure (headings, paragraphs) as much as possible using Markdown formatting.
- Save Output:
- Write the translated content to a temporary text file (e.g.,
temp_translation.txt). - Use the
generate_md.pyscript to create the final Markdown file with metadata. - Command:
python3 skills/pdf_translator/scripts/generate_md.py <output_path> <original_filename> <temp_translation_file> - Filename format:
<original_filename>_translated.md. - Notify the user of the output file location.
- Clean up the temporary text file.
- Write the translated content to a temporary text file (e.g.,
Examples
User: "Translate the file papers/deep_learning.pdf to Chinese."
Claude:
- Locates
papers/deep_learning.pdf. - Runs:
python3 skills/pdf_translator/scripts/extract_text.py papers/deep_learning.pdf - Translates the extracted text to Chinese.
- Writes translation to
temp_translation.txt. - Runs:
python3 skills/pdf_translator/scripts/generate_md.py papers/deep_learning_translated.md deep_learning.pdf temp_translation.txt - Removes
temp_translation.txt. - Responds: "I have translated the PDF and saved it to
papers/deep_learning_translated.md."
User: "Help me read this manual.pdf"
Claude:
- Locates
manual.pdf. - Runs extraction script.
- Translates/Summarizes based on user intent.
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