Agent Skills

AI Agent Skills following the Cursor Agent Skills standard. These skills teach AI agents when and how to use Moltler capabilities.

Installation

Agent Skills are automatically discovered from .agents/skills/ directory. To install in Cursor:

  1. Open Cursor Settings (Cmd+Shift+J / Ctrl+Shift+J)
  2. Navigate to Rules
  3. Click Add RuleRemote Rule (GitHub)
  4. Enter: https://github.com/bahaaldine/moltler.git

🥋Getting Started

Instant mastery - start here

I Know Kung Fu

"I know kung fu." Instant Elasticsearch mastery - 320+ capabilities downloaded to your AI agent.

Moltler Index

Master index of all Moltler/elastic-script capabilities. Use this skill first to understand what skills are available.

📦Data Operations

Work with Elasticsearch data

Elasticsearch Operations

Has Scripts

Perform Elasticsearch operations including document CRUD, index management, and bulk operations.

View on GitHub →Scripts: bulk_reindex.sql

Search & Query

Execute searches, aggregations, and queries against Elasticsearch.

Data Management

Manage data lifecycle including ILM policies, data streams, snapshots, and ingest pipelines.

🖥️Infrastructure

Manage clusters and infrastructure

Cluster Management

Has Scripts

Monitor and manage Elasticsearch cluster health, nodes, tasks, and settings.

View on GitHub →Scripts: health_check.sql

Security Operations

Manage Elasticsearch security including users, roles, API keys, and security features.

👁️Monitoring & Response

Observe and respond to issues

Observability

Has Scripts

Analyze logs, metrics, traces, and APM data in Elasticsearch.

View on GitHub →Scripts: error_summary.sql

Alerting & Incident Response

Manage alerts, create alert rules, and respond to incidents with automated actions.

🤖AI & Automation

ML, AI, and external integrations

Machine Learning & Inference

Use machine learning and AI capabilities including ML jobs, trained models, embeddings, and LLM integration.

Integrations

Integrate with external services including AWS, Kubernetes, CI/CD, Terraform, and webhooks.

Understanding the Architecture

Layer 3: Agent Skills

Instructions for AI agents (Cursor, Claude) on when and how to use capabilities. Located in .agents/skills/

Layer 2: Moltler Skills

Reusable elastic-script procedures that combine multiple tools. Located in hub/skills/

Layer 1: Tools

Atomic built-in functions (320+) like ES_INDEX, ES_SEARCH. Implemented in Java.