Generate validated ES|QL queries and synthetic datasets via Vulcan integration.
npx skills add https://github.com/ajmeyers42/loom --skill weave-query
Please help me install this Agent Skill. Skill: weave-query Source: https://github.com/ajmeyers42/loom/tree/main/skills/weave-query Command: npx skills add https://github.com/ajmeyers42/loom --skill weave-query
Loom projects often struggle to produce production-ready ES|QL queries, synthetic datasets, and integration-grounded data inputs that align with the weave-model. This skill bridges loom's pipeline with elastic/vulcan to generate validated, parameterized ES|QL queries, LLM-produced synthetic datasets, EPR-grounded integration data, and tested RAG pipelines. Vulcan handles the bottom-up data + query layer; loom consumes its outputs in weave-model to replace hand-authored seed data and ES|QL.
Invoke weave-query before weave-model to generate Vulcan-driven ES|QL queries and synthetic datasets for your current demo script.
High-intent search queries and answers about installing and using this skill.
Generating production-ready ES|QL queries requires coordinating with Vulcan and a running Elastic cluster to produce validated, parameterized outputs. This process creates the vulcan-queries contract for downstream data modeling and RAG pipelines.
Creating synthetic datasets for Fleet and Beats scenarios involves using Vulcan integration to produce EPR-grounded data artifacts. These outputs replace hand-authored seed data to provide tested inputs for dashboards and ML configurations.
A running Elastic cluster is not strictly required for ES|QL query generation with Vulcan, as you can skip indexing. However, an active cluster is necessary if you want to validate queries and test RAG pipelines against actual data.
Vulcan integrates with weave-model by handling the bottom-up data and query layer, producing a vulcan-queries contract. Loom consumes these validated outputs in weave-model to build tested RAG pipelines and replace manually authored ES|QL.
Without a running Elastic cluster, you must skip indexing, meaning you cannot validate the generated ES|QL queries or test RAG pipelines against live data. You also require a local Vulcan installation at the ../vulcan path for the integration to function.
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