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RudderStack Agent Skills

A Claude Code plugin marketplace and Agent Skills collection that teaches your AI coding agent how to drive every programmatic RudderStack surface — CLI, MCP server, Terraform, and Profiles — with the right preflight checks, commands, and recovery paths. Works with Claude Code, Cursor, and 40+ agents.

What's inside

One marketplace (rudder-agent-skills) bundling five plugins. Install the ones you use.

Plugin	Status	Scope
rudder-core	✅ Available	Cross-tool domain knowledge: data catalog, tracking plans, data graphs, instrumentation planning & debugging
rudder-cli	✅ Available	Workflows for rudder-cli and rudder-typer
rudder-mcp	✅ Available	Workflows for RudderStack's hosted MCP server at mcp.rudderstack.com
rudder-terraform	✅ Available	Workflows for the Terraform provider
rudder-profiles	✅ Available	Workflows for RudderStack Profiles: setup, project creation, analysis, updates, and debugging

Most users drive RudderStack with more than one tool. Install rudder-core plus whichever tool plugins you use; the domain knowledge lives in rudder-core so it never duplicates across tool-specific plugins.

Installation

One command, any agent — no cloning, no local setup.

Any agent — Skills CLI (recommended)

The Skills CLI installs these skills into Claude Code, Cursor, Cline, OpenCode, and 40+ agents:

# Interactive — pick skills and your agent
npx skills add rudderlabs/rudder-agent-skills

# Or: list first · install everything globally · target one agent
npx skills add rudderlabs/rudder-agent-skills --list
npx skills add rudderlabs/rudder-agent-skills -g --all
npx skills add rudderlabs/rudder-agent-skills -a claude-code --skill rudder-cli-workflow

# Update anytime
npx skills update

Claude Code — plugin marketplace

/plugin marketplace add rudderlabs/rudder-agent-skills
/plugin install rudder-core@rudder-agent-skills      # then add whichever tool plugins you use

Non-interactive equivalent: claude plugin marketplace add rudderlabs/rudder-agent-skills then claude plugin install <plugin>@rudder-agent-skills. Update with /plugin marketplace update rudder-agent-skills.

Cursor

Add it straight from the cursor.directory listing with Add to Cursor, or use the Skills CLI:

npx skills add rudderlabs/rudder-agent-skills -a cursor

Manual symlink, git submodule, agent-specific paths, and troubleshooting live in docs/installation.md.

Available skills

rudder-core

Skill	When to use
rudder-data-catalog	Creating or managing events, properties, categories, or custom types
rudder-data-graphs	Modeling entities, events, and relationships for Audiences
rudder-tracking-plans	Creating tracking plans to group events for specific sources
rudder-instrumentation-planning	Designing event taxonomy from scratch or restructuring
rudder-instrumentation-debugging	Fixing validation errors, schema issues, or instrumentation problems
rudder-environment-check	Checking prerequisites and setup status

rudder-cli

Skill	When to use
rudder-cli-workflow	Iterating on RudderStack resources with validate → dry-run → apply
rudder-import-and-evolve	Importing existing RudderStack resources to CLI management
rudder-typer-workflow	Generating type-safe SDKs (Swift/Kotlin) from tracking plans
rudder-transformations	Creating, editing, or managing transformations and libraries
rudder-cli-setup	Installing and authenticating rudder-cli

rudder-mcp

Skill	When to use
rudder-mcp-workflow	Connecting AI/LLM agents to RudderStack via MCP server
rudder-mcp-setup	Configuring Claude Code to connect to MCP server

rudder-terraform

Skill	When to use
rudder-terraform-workflow	Managing RudderStack resources via Terraform provider
rudder-terraform-setup	Installing Terraform and the RudderStack provider

rudder-profiles

Skill	When to use
rudder-profiles-setup	Installing and wiring the Profiles toolchain and Profiles MCP
rudder-profiles-project	Bootstrapping a new Profiles project from discovered warehouse resources
rudder-profiles-understand	Explaining an existing Profiles project, its features, and latest outputs
rudder-profiles-update	Updating a Profiles project with features, inputs, propensity, or incremental changes
rudder-profiles-debug	Diagnosing compile failures, run failures, and output-quality issues

How skills work together

flowchart TD
    plan["rudder-instrumentation-planning<br/>design the taxonomy"]
    plan --> catalog["rudder-data-catalog<br/>build the vocabulary"]
    plan --> evolve["rudder-import-and-evolve<br/>adopt existing resources"]
    plan --> plans["rudder-tracking-plans<br/>group events per source"]
    catalog --> cli["rudder-cli-workflow<br/>validate &rarr; dry-run &rarr; apply"]
    evolve --> cli
    plans --> cli
    cli --> typer["rudder-typer-workflow<br/>generate typed SDKs"]
    cli --> transform["rudder-transformations<br/>transform events"]
    cli --> debug["rudder-instrumentation-debugging<br/>fix validation issues"]

Loading

Directory structure

rudder-agent-skills/
├── README.md                  # this file
├── CONTRIBUTING.md            # authoring + PR guidelines
├── LICENSE
├── .claude-plugin/
│   └── marketplace.json       # the marketplace catalog
├── docs/
│   └── installation.md        # full install guide
├── examples/                  # end-to-end worked examples
└── plugins/
    └── <plugin>/              # rudder-core, rudder-cli, rudder-mcp, rudder-terraform, rudder-profiles
        ├── .claude-plugin/plugin.json
        └── skills/
            └── <skill>/
                └── SKILL.md

Prerequisites

A compatible AI coding agent (Claude Code, Cursor, Cline, OpenCode, or any of the 40+ supported agents).

Each plugin includes a setup skill that guides you through installing and configuring tool-specific prerequisites:

Plugin	Setup Skill	What it installs
rudder-cli	/rudder-cli-setup	Downloads rudder-cli binary, authenticates with RudderStack
rudder-mcp	/rudder-mcp-setup	Configures Claude Code to connect to RudderStack's MCP server at mcp.rudderstack.com
rudder-terraform	/rudder-terraform-setup	Installs Terraform, configures the RudderStack provider
rudder-profiles	/rudder-profiles-setup	Installs pb, configures profiles-mcp, and wires editor MCP settings

After installing a plugin, run its setup skill to get started. Use /rudder-environment-check to verify your full setup.

Examples

examples/ contains worked end-to-end projects that demonstrate skills in action — the current example covers the transformations workflow.

Contributing

See CONTRIBUTING.md for authoring conventions, testing steps, and PR expectations.

License

MIT License — see LICENSE for details.