Parse PDFs, Office files, images, and HTML into Markdown/structured outputs with MinerU. Use when SciForge or Codex needs document parsing/OCR for scientific papers, supplementary files, PDFs, scanned documents, tables, formulas, or URL/local-file parsing through MinerU standard or Agent lightweight APIs.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Use MinerU to turn PDFs, Office files, images, and HTML into Markdown and structured outputs for downstream research workflows.
MINERU_API_KEY, supports files up to 200 MB / 200 pages, batch upload, pipeline / vlm / MinerU-HTML, tables, formulas, and zip outputs.Do not store API keys in skill files, source code, logs, or committed .env files. Read standard API credentials from MINERU_API_KEY.
Use the bundled CLI:
python .codex/skills/mineru/scripts/mineru_parse.py standard-file path/to/paper.pdf --output-dir outputs/results/mineru/paper --model-version vlm --extra-format html
python .codex/skills/mineru/scripts/mineru_parse.py standard-url https://example.com/paper.pdf --output-dir outputs/results/mineru/paper --model-version vlm
python .codex/skills/mineru/scripts/mineru_parse.py agent-file path/to/small.pdf --output-dir /tmp/mineru-small
python .codex/skills/mineru/scripts/mineru_parse.py agent-url https://example.com/small.pdf --output-dir /tmp/mineru-small
For local files in standard mode, the CLI requests a signed upload URL, uploads the file, polls the batch result, downloads the result zip, and extracts it.
For standard URL mode, the CLI submits the URL task, polls it, downloads the result zip, and extracts it.
For agent mode, the CLI downloads the returned Markdown file.
--model-version vlm for scientific papers with formulas, tables, and figures.--model-version MinerU-HTML only for HTML source files.--pages to limit expensive or slow parses during tests.scripts/mineru_parse.py: deterministic CLI wrapper for MinerU API calls.references/api.md: concise API reference extracted from the local MinerU HTML documentation.まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Submit protein folding tasks to the AlphaFold3 C550 inference platform. Use when the user needs to run AlphaFold3 predictions with pre-prepared JSON input files on the AI4S Kubernetes cluster.
日本語の概要は準備中です。原文の説明を表示しています。
Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md, or recording or editing an ADR.
日本語の概要は準備中です。原文の説明を表示しています。
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
日本語の概要は準備中です。原文の説明を表示しています。
Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
日本語の概要は準備中です。原文の説明を表示しています。
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
日本語の概要は準備中です。原文の説明を表示しています。
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
日本語の概要は準備中です。原文の説明を表示しています。