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Elasticsearch Openclaw

Read-only Elasticsearch 9.x reference for AI-orchestrated search and analytics. SECURITY: This skill provides documentation for read-only operations only (se...

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Read-only Elasticsearch 9.x reference for AI-orchestrated search and analytics. SECURITY: This skill provides documentation for read-only operations only (se...

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, _meta.json, references/classic-patterns.md, references/python-client-9.md, references/semantic-search.md, references/vector-search.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

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.

Upgrade existing

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.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.1.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

Elasticsearch OpenClaw ๐Ÿ”

Modern Elasticsearch 9.x patterns for AI-orchestrated applications.

๐Ÿ”’ Security Model: Read-Only by Design

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.

Quick Start โ€” Local Dev

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

Auth โ€” Always Use API Keys

# 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)

Reference Files

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

When to Use Each Pattern

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

Security Best Practices

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==" } โš ๏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

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
5 Docs1 Config
  • SKILL.md Primary doc
  • references/classic-patterns.md Docs
  • references/python-client-9.md Docs
  • references/semantic-search.md Docs
  • references/vector-search.md Docs
  • _meta.json Config