kibana-agent-builder▌
elastic/agent-skills · updated Apr 8, 2026
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Create, update, delete, inspect, and chat with Agent Builder agents. Create, update, delete, list, and test custom tools
- ›(ES|QL, index search, workflow). If the user provided a name, use $ARGUMENTS as the default agent name.
Manage Agent Builder Agents and Tools in Kibana
Create, update, delete, inspect, and chat with Agent Builder agents. Create, update, delete, list, and test custom tools (ES|QL, index search, workflow). If the user provided a name, use $ARGUMENTS as the default agent name.
Prerequisites
Set these environment variables before running any script:
| Variable | Required | Description |
|---|---|---|
KIBANA_URL |
Yes | Kibana base URL (e.g., https://my-deployment.kb.us-east-1.aws.elastic.cloud) |
KIBANA_API_KEY |
No | API key for authentication (preferred) |
KIBANA_USERNAME |
No | Username for basic auth (falls back to ELASTICSEARCH_USERNAME) |
KIBANA_PASSWORD |
No | Password for basic auth (falls back to ELASTICSEARCH_PASSWORD) |
KIBANA_SPACE_ID |
No | Kibana space ID (omit for default space) |
KIBANA_INSECURE |
No | Set to true to skip TLS verification |
Provide either KIBANA_API_KEY or KIBANA_USERNAME + KIBANA_PASSWORD.
Agent Management
Create an Agent
Step 1: List available tools
node skills/kibana/agent-builder/scripts/agent-builder.js list-tools
If the script reports a connection error, stop and tell the user to verify their KIBANA_URL and authentication
environment variables.
Review the list of available tools. Tools prefixed with platform.core. are built-in. Other tools are custom or
connector-provided.
Step 2: List existing agents
node skills/kibana/agent-builder/scripts/agent-builder.js list-agents
This helps avoid name conflicts and shows what is already configured.
Step 3: Gather agent details
Using $ARGUMENTS as the default name, confirm or collect from the user:
- Name (required) — The agent's display name. Default:
$ARGUMENTS. - Description (optional) — Brief description of what the agent does. Default: same as name.
- System instructions (optional) — Custom system prompt for the agent. Default: none.
Step 4: Select tools
Present the available tools from Step 1 and ask the user which ones to include. Suggest a reasonable default based on the agent's purpose. Let the user add or remove tools from the suggested list.
Step 5: Create the agent
node skills/kibana/agent-builder/scripts/agent-builder.js create-agent \
--name "<agent_name>" \
--description "<description>" \
--instructions "<system_instructions>" \
--tool-ids "<tool_id_1>,<tool_id_2>,<tool_id_3>"
Where:
--nameis required--tool-idsis a comma-separated list of tool IDs from Step 4--descriptiondefaults to the name if omitted--instructionscan be omitted if the user did not provide any
Step 6: Verify creation
node skills/kibana/agent-builder/scripts/agent-builder.js list-agents
Show the user the newly created agent entry. If it appears, report success. If not, show any error output from Step 5.
Get an Agent
node skills/kibana/agent-builder/scripts/agent-builder.js get-agent --id "<agent_id>"
Update an Agent
node skills/kibana/agent-builder/scripts/agent-builder.js update-agent \
--id "<agent_id>" \
--description "<new_description>" \
--instructions "<new_instructions>" \
--tool-ids "<tool_id_1>,<tool_id_2>"
All flags except --id are optional — only provided fields are updated. The agent's id and name are immutable.
API constraint: PUT only accepts
description,configuration, andtags. Includingid,name, ortypecauses a 400 error.
Delete an Agent
node skills/kibana/agent-builder/scripts/agent-builder.js delete-agent --id "<agent_id>"
Always confirm with the user before deleting. Deletion is permanent.
Chat with an Agent
node skills/kibana/agent-builder/scripts/agent-builder.js chat \
--id "<agent_id>" \
--message "<user_message>"
Uses the streaming endpoint POST /api/agent_builder/converse/async with agent_id and input in the request body.
Output shows [Reasoning], [Tool Call], [Tool Result], and [Response] as events arrive. Pass --conversation-id
to continue an existing conversation.
Note: This command may take 30-60 seconds as the agent reasons and calls tools. Use a longer timeout (e.g., 120s or 180s) when running via Bash.
Tool Management
Custom tools extend what agents can do beyond the built-in platform tools.
Tool Types
ES|QL Tools
Pre-defined, parameterized ES|QL queries. Use when you need guaranteed query correctness, enforced business rules, analytics aggregations, or fine-grained data access control.
Parameter syntax: Use ?param_name in the query. Define each parameter with type and description only. Valid
types: string, integer, float, boolean, date, array.
{
"id": "campaign_revenue_by_region",
"type": "esql",
"description": "Calculates confirmed revenue for a region by quarter.",
"configuration": {
"query": "FROM finance-orders-* | WHERE order_status == \"completed\" AND region == ?region | STATS total_revenue = SUM(amount) BY quarter | LIMIT 10",
"params": {
"region": {
"type": "string",
"description": "Region code, e.g. 'US', 'EU', 'APAC'"
}
}
}
}
Index Search Tools
Scope the built-in search capability to a specific index pattern. The LLM decides how to query; you control which indices are accessible.
{
"id": "customer_feedback_search",
"type": "index_search",
"description": "Searches customer feedback and support tickets.",
"configuration": {
"pattern": "customer-feedback-*"
}
}
Workflow Tools
Connect an agent to an Elastic Workflow — a YAML-defined multi-step automation. Use when the agent needs to take action beyond data retrieval (send notifications, create tickets, call external APIs).
{
"id": "investigate-alert-workflow",
"type": "workflow",
"description": "Triggers automated alert investigation.",
"configuration": {
"workflow_id": "security-alert-investigation"
}
}
Parameters are auto-detected from the workflow's inputs section.
Tool API Constraints
Read these before creating tools — violations cause 400 errors.
- POST body fields: Only
id,type,description,configuration, andtagsare accepted.nameis not a valid field — omit it entirely. paramsis always required for ES|QL tools, even when empty — use"params": {}.- Param fields: Only
typeanddescriptionare accepted per parameter.defaultandoptionalare not valid and cause 400 errors. Hard-code sensible defaults in the query instead. - Index search config: Use
"pattern", not"index". Using"index"causes a validation error. - PUT restrictions: Only
description,configuration, andtagsare accepted. Includingidortypecauses a 400 error — these fields are immutable after creation.
Tool Script Commands
List all tools
node skills/kibana/agent-builder/scripts/agent-builder.js list-custom-tools
Get a specific tool
node skills/kibana/agent-builder/scripts/agent-builder.js get-tool --id "<tool_id>"
Create a tool
node skills/kibana/agent-builder/scripts/agent-builder.js create-tool \
--id "<tool_id>" \
--type "esql" \
--description "<description>" \
--query "<esql_query>" \
--params '{"region": {"type": "string", "description": "Region code"}}'
For index search tools:
node skills/kibana/agent-builder/scripts/agent-builder.js create-tool \
--id "<tool_id>" \
--type "index_search" \
--description "<description>" \
--pattern "my-index-*"
For workflow tools:
node skills/kibana/agent-builder/scripts/agent-builder.js create-tool \
--id "<tool_id>" \
--type "workflow" \
--description "<description>" \
--workflow-id "my-workflow-name"
Update a tool
node skills/kibana/agent-builder/scripts/agent-builder.js update-tool \
--id "<tool_id>" \
--description "<new_description>" \
--query "<new_query>"
Only description, configuration, and tags can be updated. id and type are immutable.
Delete a tool
node skills/kibana/agent-builder/scripts/agent-builder.js delete-tool --id "<tool_id>"
Test a tool
node skills/kibana/agent-builder/scripts/agent-builder.js test-tool \
--id "<tool_id>" \
--params '{"region": "US"}'
Executes the tool via POST /api/agent_builder/tools/_execute and displays column names and row counts for ES|QL
results.
Examples
Create an agent
User: /kibana-agent-builder sales-helper
- List tools — finds
platform.core.search,platform.core.list_indices, and a customesql-sales-datatool - List agents — no conflicts
- Name: "sales-helper", Description: "Helps query sales data"
- Tools:
esql-sales-data,platform.core.search,platform.core.list_indices - Create with
--name "sales-helper" --tool-ids "esql-sales-data,platform.core.search,platform.core.list_indices" - Verify — agent appears in list
Update an agent's instructions
User: Update the sales-helper agent to focus on the APAC region
- Get agent —
get-agent --id "sales-helper"to see current config - Update —
update-agent --id "sales-helper" --instructions "Focus on APAC sales data. Use esql-sales-data for queries." - Verify —
get-agent --id "sales-helper"to confirm new instructions
Chat with an agent
User: Ask sales-helper what the top revenue products are
- Chat —
chat --id "sales-helper" --message "What are the top revenue products?" - Display the agent's response
Create an ES|QL tool with parameters
User: Create a tool that shows billing complaints by category for the last N days
-
Consult the
elasticsearch-esqlskill for ES|QL syntax -
Create tool:
node skills/kibana/agent-builder/scripts/agent-builder.js create-tool \ --id "billing_complaint_summary" \ --type "esql" \ --description "Returns billing complaints grouped by sub-category for the last N days." \ --queryhow to use kibana-agent-builderHow to use kibana-agent-builder on Cursor
AI-first code editor with Composer
1Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add kibana-agent-builder
2Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
$npx skills add https://github.com/elastic/agent-skills --skill kibana-agent-builderThe skills CLI fetches
kibana-agent-builderfrom GitHub repositoryelastic/agent-skillsand configures it for Cursor.3Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
◆ Which agents do you want to install to?││ ── Universal (.agents/skills) ── always included ────│ • Amp│ • Antigravity│ • Cline│ • Codex│ ●Cursor(selected)│ • Cursor│ • Windsurf4Verify installation
Confirm successful installation by checking the skill directory location:
.cursor/skills/kibana-agent-builderReload or restart Cursor to activate kibana-agent-builder. Access the skill through slash commands (e.g.,
/kibana-agent-builder) or your agent's skill management interface.⚠Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
Additional Resources
GET_STARTED →List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
✓Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
✓Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
✓Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
general reviewsRatings
4.6★★★★★64 reviews- ★★★★★Tariq White· Dec 24, 2024
Registry listing for kibana-agent-builder matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Camila Martin· Dec 8, 2024
kibana-agent-builder has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Oshnikdeep· Dec 4, 2024
Solid pick for teams standardizing on skills: kibana-agent-builder is focused, and the summary matches what you get after install.
- ★★★★★Isabella Bansal· Dec 4, 2024
Keeps context tight: kibana-agent-builder is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Kaira Chawla· Nov 23, 2024
We added kibana-agent-builder from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Isabella Bhatia· Nov 15, 2024
Useful defaults in kibana-agent-builder — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Kaira Malhotra· Oct 14, 2024
kibana-agent-builder fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Alexander Jain· Oct 6, 2024
I recommend kibana-agent-builder for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Tariq Robinson· Sep 25, 2024
Solid pick for teams standardizing on skills: kibana-agent-builder is focused, and the summary matches what you get after install.
- ★★★★★Hassan Mehta· Sep 25, 2024
We added kibana-agent-builder from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
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