# Opensearch Docs Search > Search OpenSearch documentation, blogs, and community forums. Use when the user asks about OpenSearch features, configuration, APIs, troubleshooting, k-NN, neural search, cluster settings, index mappings, query DSL, or any OpenSearch-related questions. Also use when investigating features and needing to find official documentation or blog posts. Use when this capability is needed. - Skill: `tomevault-io/opensearch-docs-search` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/opensearch-docs-search` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/opensearch-docs-search/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Docs & Writing - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/opensearch-docs-search --- # OpenSearch Documentation Search Search and fetch OpenSearch docs, blogs, and forum content. ## Search ```bash python scripts/search.py docs "k-NN" python scripts/search.py blogs "performance" --limit 5 python scripts/search.py forum "cluster health" ``` Options: `-v/--version` (docs/blogs), `-l/--limit`, `-o/--offset` (docs/blogs) ## Fetch Page Content ```bash python scripts/fetch.py "https://docs.opensearch.org/latest/vector-search/..." python scripts/fetch.py "https://opensearch.org/blog/unveiling-opensearch-3-0/" ``` Returns page content as Markdown. Requires `trafilatura` package. **Note**: `opensearch.org/docs/*` redirects to `docs.opensearch.org` via JavaScript. Use the `docs.opensearch.org` URL directly (search results already return the correct URL). ## Investigation Pattern 1. Search docs: `python scripts/search.py docs "{feature}" -v {version}` 2. Search blogs: `python scripts/search.py blogs "{feature}"` 3. Fetch full content: `python scripts/fetch.py "{url}"` 4. Save discovered URLs for References section --- > Converted and distributed by [TomeVault](https://tomevault.io/claim/tkykenmt) — claim your Tome and manage your conversions.