skills

Create, update, or delete Snowplow Console resources — enrichment configuration, data quality alerts, source applications, and tracking plans. Use when the user wants to mutate Console state. For read-only inspection use the pipeline-infrastructure or tracking-design skills instead. Triggers: create alert, update enrichment, add source app, create tracking plan, enable enrichment.

Help developers instrument Snowplow trackers in their applications. Use when users ask how to send events, configure trackers, or write tracking code. Use this skill whenever a user wants to add analytics, instrument an app, or write tracker code, even if they don't name Snowplow explicitly. Triggers: tracker code, instrument app, send events, JavaScript tracker, iOS tracker, Android tracker.

Explore pipeline infrastructure including collector configuration, enrichment settings, pipeline metrics (throughput, latency, loaders), mini pipelines, and Micro instances. Use when users ask about their setup, endpoints, pipeline health, performance, or how their pipeline is configured. Use this skill whenever a user asks about pipeline state, throughput, or how their pipeline is wired up. Triggers: pipeline status, collector endpoint, enrichment latency, loader, throughput, CNAME, cookie policy.

Manage Snowplow Signals - attribute keys, attribute groups, services, interventions, and publishing. Use when users want to configure real-time customer attributes, create services for pull-based access, or set up interventions for push-based actions. Use this skill for any real-time customer-attribute, personalisation, or activation question, even if the user does not name Signals. Triggers: customer attributes, feature store, real-time scoring, intervention, attribute group, personalisation.

Design event tracking schemas, entities, and event specifications following Snowplow conventions. Use when the user wants to track new events, create schemas, or design their tracking plan. Use this skill whenever a user mentions schemas, event design, or instrumentation planning, even if they don't explicitly say "tracking plan." Triggers: schema design, tracking plan, event spec, Iglu, entities, data product.

Diagnose pipeline issues, failed events, schema validation errors, and enrichment problems. Use when users report missing events, validation failures, or pipeline errors. Use this skill whenever events appear to be missing, dropping, or failing, even if the user just says "something is wrong with my pipeline." Triggers: failed events, bad rows, validation error, missing events, enrichment failure, debug.