opensearch-project/opensearch-agent-skills/document-processing

Claude Code and agent skill by opensearch-project/opensearch-agent-skills

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Checking that the SKILL.md file is still in the repository.

Process unstructured documents (PDF, DOCX, PPTX, XLSX) into search-ready JSONL chunks using Docling. Runs locally — no AWS or cloud services needed. Use this skill when the user wants to prepare documents for indexing, chunk documents, evaluate chunk quality, or convert PDFs to searchable text. Activate even if the user says process documents, chunk my files, prepare for search, or Docling.

Install

npx vskill@latest install opensearch-project/opensearch-agent-skills/document-processing

SKILL.md

The same SKILL.md was published earlier as vikasvardhanv/jerry_skills/document-processing.

Document Processing

Process unstructured documents into search-ready JSONL chunks using Docling (open-source, runs locally). No AWS credentials or cloud services needed.

Prerequisites

  • uv installed (for running Python scripts)

When to Use

  • User has unstructured documents (PDF, DOCX, PPTX, XLSX)
  • User wants to prepare documents for OpenSearch indexing
  • User wants to inspect or evaluate chunk quality

Output

JSONL files at .opensearch/chunks/<index>/<filename>.jsonl. Each line:

json
{"text": "...", "headings": ["Section Title"], "source_file": "doc.pdf", "chunk_id": 0, "page_number": 1}

The JSONL output can be ingested into any OpenSearch target:

Reference

See document_processing_guide.md for the full workflow: processing profiles, quality evaluation, and chunking adjustments.

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

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Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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Source

Popularity

Repository stars
62
Repository forks
56
7-day trend score
0

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

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