ingest

Name: ingest
Author: opensearch-project

Skill by opensearch-project · updated yesterday · ★ 60

Score 68

Process unstructured documents into search-ready chunks. Use this skill when the user wants to process PDFs or unstructured documents into JSONL chunks using Docling. Activate even if the user says document processing, chunking, Docling, PDF processing, or chunk quality evaluation. For cloud-scale ingestion via OSIS pipelines, see cloud/managed-ingestion-service. ingest is published by opensearch-project on GitHub.

Install GitHub

Works withClaude CodeClaude apps Antigravity CLI

Maintenance

Last commit in the past day

Licence

Apache-2.0: permissive, fine for commercial use

Quality

Clear description, installs from GitHub, 60 stars, original repository

Security

Not checked yet. What we check

Install ingest

Built from the published package, never by AI

git clone --depth 1 https://github.com/opensearch-project/opensearch-agent-skills /tmp/opensearch-agent-skills && mkdir -p ~/.claude/skills && cp -r /tmp/opensearch-agent-skills/skills/opensearch-skills/ingest ~/.claude/skills/ingest

Run in your terminal. Claude Code loads skills from ~/.claude/skills automatically.

Step-by-step: install ingest in Claude Code

git clone --depth 1 https://github.com/opensearch-project/opensearch-agent-skills /tmp/opensearch-agent-skills && mkdir -p ~/.gemini/antigravity-cli/skills && cp -r /tmp/opensearch-agent-skills/skills/opensearch-skills/ingest ~/.gemini/antigravity-cli/skills/ingest

Antigravity CLI loads skills from ~/.gemini/antigravity-cli/skills, or .agents/skills for one project.

Step-by-step: install ingest in Antigravity CLI

Skills can run scripts on your machine. Some need an API key: check the README.

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ingest vs telecrawl ingest vs discussion ingest vs memory-policy

ingest: common questions

How do I install ingest?

Run the command above to copy the skill into ~/.claude/skills/. Claude Code picks it up automatically.

Is ingest free?

The code is published under the Apache-2.0 licence. The service it connects to may have its own pricing.

Is ingest safe to use?

It scores 68 of 100. Grades: maintenance A, licence A, quality B. The security check has not run for it yet. Review the code before you install. How grades work.

What are alternatives to ingest?

Similar skills: telecrawl, discussion, memory-policy, session-search.