Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Read-only Elasticsearch 9.x reference for AI-orchestrated search and analytics. SECURITY: This skill provides documentation for read-only operations only (se...
Read-only Elasticsearch 9.x reference for AI-orchestrated search and analytics. SECURITY: This skill provides documentation for read-only operations only (se...
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Modern Elasticsearch 9.x patterns for AI-orchestrated applications.
This skill provides documentation for read-only operations only: search, aggregations, and analytics. No write operations (indexing, updates, deletions) are included or executed by the agent. Note: This skill requires external credentials (Elasticsearch API key) to function. ClawHub security scanners may flag this as "suspicious" โ this is expected for skills that integrate with external services. All code is transparent markdown documentation. Review before granting credentials.
For local Elasticsearch 9.x setup with Kibana, use the official start-local tool: Repository: https://github.com/elastic/start-local Documentation: https://www.elastic.co/start-local Once running: Elasticsearch: http://localhost:9200 Kibana: http://localhost:5601 Credentials: elastic-start-local/.env
# Test connection curl -s "$ELASTICSEARCH_URL" -H "Authorization: ApiKey $ELASTICSEARCH_API_KEY" # Python client 9.x from elasticsearch import Elasticsearch es = Elasticsearch(ES_URL, api_key=API_KEY)
Load these only when needed โ do not load all at once: FileLoad when...references/semantic-search.mdSetting up JINA, semantic_text, inference endpointreferences/vector-search.mdkNN queries, dense_vector mapping, hybrid search with RRFreferences/classic-patterns.mdMapping design, boolean queries, aggregations, paginationreferences/python-client-9.mdPython elasticsearch 9.x โ no body=, keyword args, type hints
User asks about meaning / intent / "find products like X" โ semantic_text + semantic query โ references/semantic-search.md User needs exact match + semantic combined โ hybrid search (RRF) โ references/vector-search.md User asks about mapping, field types, analyzers, aggregations โ classic patterns โ references/classic-patterns.md User uses Python elasticsearch library โ always check โ references/python-client-9.md
Always use API keys over username/password Scope API keys to specific indices and minimal privileges For read-only OpenClaw access: privileges: ["read", "view_index_metadata"] Store credentials in .env, never hardcode in scripts .env always in .gitignore POST /_security/api_key { "name": "openclaw-readonly", "role_descriptors": { "reader": { "indices": [{ "names": ["my-index"], "privileges": ["read"] }] } } } // Response: { "id": "VuaCfGcBCdbkQm-e5aOx", "name": "openclaw-readonly", "api_key": "ui2lp2axTNmsyakw9tvNnw", "encoded": "VnVhQ2ZHY0JDZGJrUW0tZTVhT3g6dWkybHAyYXhUTm1zeWFrdzl0dk5udw==" } โ ๏ธ Save the encoded field from the response immediately โ it cannot be retrieved later. Add to: ~/.openclaw/workspace-[name]/.env as ELASTICSEARCH_API_KEY
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Largest current source with strong distribution and engagement signals.