PDF Translate

PDF Translate

Translate a PDF with the bundled Code4Life engine. Keep the source file unchanged and produce a separate PDF with the same page structure.

When this skill runs inside the repository, first read agent-knowledge/index.md. For preservation or layout work, load its PDF engine, regression, and validation routes. These are the shared project instructions for Codex and Claude; do not duplicate them in this entrypoint.

Resolve the skill root

This skill may be installed globally while the user's files live elsewhere. Resolve the absolute directory containing this SKILL.md before running anything. Call its scripts and dependency files by absolute path; do not assume the current working directory is the skill directory.

Use the interpreter inside <skill-root>/.venv:

• Windows: <skill-root>\.venv\Scripts\python.exe
• macOS/Linux: <skill-root>/.venv/bin/python

Choose a mode

Default to Google. Offer handoff when the user asks for higher quality, rejects the Google result, or provides a short technical document.

Boundaries

• Use the bundled pdf2zh/ core. Never substitute the PyPI pdf2zh package; the runner checks version 1.9.11 and preservation ruleset code4life-preservation-v1 and refuses an external core.
• Google mode sends extracted document text to Google. Tell the user before processing sensitive material and obtain explicit confirmation unless their request already authorizes that disclosure. Handoff mode does not contact Google.
• Supported targets are the Latin-script codes enforced by scripts/translate_pdf.py. CJK, right-to-left, Thai, Devanagari, and other complex-shaping targets are rejected because the bundled font and layout engine cannot render them reliably.
• OCR is opt-in with --ocr standard|enhanced. It fails closed on unsafe tables, formulas, figures, code and ambiguous reading order; report every preserved region as partial instead of claiming the whole scan was translated.
• Text inside detected tables, figures, contents pages, indexes, symbol lists, or references may intentionally remain in the source language. Report material untranslated regions as partial translation.
• Preserve the source. Write results to a separate output directory. Do not pass --overwrite without explicit replacement authorization.

Read the preservation contract before changing layout behavior, diagnosing preserved pages, or investigating untranslated regions.

Set up the runtime

Use Python 3.11 or 3.12. Create <skill-root>/.venv and install <skill-root>/requirements.txt if the environment is absent or stale. Keep this environment separate from the user's project.

The source distribution downloads layout and font assets on its first translation, so the first run needs network access and takes longer. The packaged Windows app already contains these assets.

Windows:

python -m venv "<skill-root>\.venv"
& "<skill-root>\.venv\Scripts\python.exe" -m pip install -r "<skill-root>\requirements.txt"

macOS/Linux:

python3 -m venv "<skill-root>/.venv"
"<skill-root>/.venv/bin/python" -m pip install -r "<skill-root>/requirements.txt"

Shared runner options include --target-language (default vi), --source-language auto, one-based --pages 1,3-5, --threads 1..8 (default 4), --ignore-cache, and --overwrite.

Google mode

Run one command per file. Use absolute paths for the input and output directory.

Windows:

& "<skill-root>\.venv\Scripts\python.exe" "<skill-root>\scripts\translate_pdf.py" "<input.pdf>" --output-dir "<output-dir>"

macOS/Linux:

"<skill-root>/.venv/bin/python" "<skill-root>/scripts/translate_pdf.py" "<input.pdf>" --output-dir "<output-dir>"

For a batch, process files individually and report progress. A failure on one file must not stop the remaining files; collect and report all failures at the end.

Handoff mode

Handoff extracts translatable segments to JSONL, lets the active agent translate them, then rebuilds the PDF. Warn about token and time cost before starting a large document. For long documents, suggest a representative sample such as --pages 1-5 first.

1. Extract

An output directory is not required during extraction because the pass-one PDF is discarded.

<python> <skill-root>/scripts/translate_pdf.py <input.pdf> --engine handoff --emit-segments <segments.jsonl>

2. Translate

Read segments.jsonl in manageable batches. Write one JSON object per line to translations.jsonl:

{"src":"exact source text","dst":"translated text"}

Copy each src value exactly. Preserve URLs, paths, identifiers, citation markers, and numbers.

Formula and code placeholders such as <b0></b0> are immutable. Every opening and closing tag must retain the same identifier, count, and order as the source. The loader rejects a record whose placeholders differ, leaving that segment untranslated.

Inline emphasis markers are immutable as balanced pairs: <s1>...</s1> is bold, <s2>...</s2> is italic, and <s3>...</s3> is bold italic. Complete style pairs may move with the translated phrase, but none may be dropped, duplicated, or cross-nested. Invalid style markup leaves the segment untranslated instead of silently losing emphasis.

3. Rebuild

<python> <skill-root>/scripts/translate_pdf.py <input.pdf> --engine handoff --segments <translations.jsonl> --output-dir <output-dir> --emit-segments <still-missing.jsonl>

The command prints the remaining untranslated segment count. If it is nonzero, translate still-missing.jsonl, append valid records to translations.jsonl, and rebuild again. Stop only at zero or when a segment cannot be translated safely; then report the exact remaining limitation.

Extraction and rebuild each run the layout pass, so handoff uses roughly twice the local PDF processing of Google mode in addition to the agent's translation work.

Verify before delivery

1. Confirm the output exists and the source still exists unchanged.
2. Confirm source and output page counts match.
3. Extract text page by page and check for substantial untranslated passages, missing formulas, damaged URLs, or lost identifiers.
4. When page rendering or image inspection is available, render every output page and inspect for blank pages, missing glyphs, clipping, overlap, and displaced tables or figures.
5. If full visual inspection is unavailable, say which checks were completed. Do not present a partially verified or partially translated file as fully complete.