rudder-agent-skills

Installs and authenticates rudder-cli. Use when installing rudder-cli, setting up rudder cli, rudder-cli command not found, or authenticating with RudderStack

Validates, previews, and applies RudderStack resource changes via YAML specs. Use when iterating on RudderStack resources with rudder-cli - validates specs, previews changes with dry-run, and applies changes to workspaces

Imports existing RudderStack workspace resources into YAML files for git-based management. Use when importing existing RudderStack resources to CLI management and evolving them safely

Creates and manages RudderStack transformations and libraries with local testing. Use when creating, editing, or managing RudderStack transformations and transformation libraries using the Rudder CLI

Generates type-safe SDKs (Swift/Kotlin) from tracking plans with compile-time validation. Use when generating type-safe event tracking code from tracking plans using RudderTyper

Derives tracking plans from existing codebase types and structures. Use when instrumenting an existing product that wasn't well-instrumented or restructuring existing tracking.

Creates and manages events, properties, categories, and custom types for instrumentation schemas. Use when creating or managing events, properties, categories, or custom types for RudderStack instrumentation

Produces Data Graph YAML from RETL sources for Audiences. Use when designing Data Graphs, mapping RETL to entities/events, or assessing customer fit for Audiences.

Plans instrumentation for new features starting from product requirements before code exists. Use when building new features and need to define events as part of product definition.

Diagnoses why events are failing, dropping, or not arriving at a destination. Use when events are missing from a destination, seeing high error rates, getting auth failures, or events are stuck retrying.

Checks RudderStack tool prerequisites and reports status. Use when checking prerequisites, setup status, what tools are missing, or before running RudderStack workflows for the first time

Diagnoses and fixes validation errors, schema issues, and instrumentation problems. Use when debugging validation errors, schema issues, or instrumentation problems

Designs event taxonomies and instrumentation strategies from business requirements. Use when designing event taxonomy from scratch or restructuring existing instrumentation strategy

Creates and manages tracking plans that validate events against schema contracts. Use when creating or managing tracking plans that define which events are allowed for a source

Configures Claude Code to connect to RudderStack's MCP server at mcp.rudderstack.com. Use when setting up MCP for rudderstack, connecting claude to rudderstack, or configuring the rudderstack MCP server

Connects AI agents to RudderStack via MCP tool calls for catalog, sources, destinations, transformations, and live events. Use when connecting an AI agent to RudderStack's MCP server, driving RudderStack via MCP, or mentions of mcp.rudderstack.com.

Diagnoses RudderStack Profiles compile failures, run failures, and output-quality problems. Use when pb compile fails, pb run fails, identity stitching looks wrong, output quality regresses, or Profiles errors need structured recovery.

Creates a new RudderStack Profiles project with discovered warehouse resources and validated YAML. Use when creating a Profiles project, bootstrapping identity resolution, generating pb_project.yaml, or building inputs and features from scratch.

Installs and configures the RudderStack Profiles toolchain: profiles-mcp, Profile Builder CLI, and editor MCP wiring. Use when setting up Profiles, installing pb, configuring profiles-mcp, or checking first-time Profiles prerequisites.

Explains an existing RudderStack Profiles project by reading YAML, model structure, and output metadata. Use when explaining a Profiles project, summarizing features, reviewing project structure, understanding run output, or for a project health check.

Modifies an existing RudderStack Profiles project: features, inputs, id_types, cohorts, feature views, SQL models, optimizations, macros, propensity/attribution, or incremental migration. Use when updating Profiles YAML, adding features/audiences/models or changing incremental behavior.

Installs Terraform and configures the RudderStack provider. Use when setting up terraform for rudderstack, installing terraform-provider-rudderstack, or terraform provider not found errors

Manages RudderStack resources via the terraform-provider-rudderstack. Use when configuring the provider, authoring HCL for sources, destinations, connections, running init/plan/apply, importing existing resources, or organizing multi-workspace Terraform modules.