Rudder Agent Skills

🚀 Just launched RudderAI - the agentic layer for the entire customer data lifecycle

RudderStack Agent Skills

[](https://skills.sh/rudderlabs/rudder-agent-skills) [](https://agentskills.io) [](https://code.claude.com/docs/en/plugins) [](https://cursor.directory/plugins/rudder-agent-skills) [](https://mcp.rudderstack.com/docs) [](https://github.com/rudderlabs/rudder-iac) [](https://github.com/vercel-labs/skills#supported-agents) [](LICENSE) [](https://github.com/rudderlabs/rudder-agent-skills/stargazers)

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](plugins/rudder-core/) | ✅ Available | Cross-tool domain knowledge: data catalog, tracking plans, data graphs, instrumentation planning & debugging | | [rudder-cli](plugins/rudder-cli/) | ✅ Available | Workflows for rudder-cli and rudder-typer | | [rudder-mcp](plugins/rudder-mcp/) | ✅ Available | Workflows for RudderStack's hosted MCP server at mcp.rudderstack.com | | [rudder-terraform](plugins/rudder-terraform/) | ✅ Available | Workflows for the Terraform provider | | [rudder-profiles](plugins/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 @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](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-planningdesign the taxonomy"]
    plan --> catalog["rudder-data-catalogbuild the vocabulary"]
    plan --> evolve["rudder-import-and-evolveadopt existing resources"]
    plan --> plans["rudder-tracking-plansgroup events per source"]
    catalog --> cli["rudder-cli-workflowvalidate → dry-run → apply"]
    evolve --> cli
    plans --> cli
    cli --> typer["rudder-typer-workflowgenerate typed SDKs"]
    cli --> transform["rudder-transformationstransform events"]
    cli --> debug["rudder-instrumentation-debuggingfix validation issues"]

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/
    └── /              # rudder-core, rudder-cli, rudder-mcp, rudder-terraform, rudder-profiles
        ├── .claude-plugin/plugin.json
        └── skills/
            └── /
                └── 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](CONTRIBUTING.md) for authoring conventions, testing steps, and PR expectations.

License

MIT License — see [LICENSE](LICENSE) for details.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: rudderlabs
• Source: rudderlabs/rudder-agent-skills
• License: MIT
• Homepage: https://www.rudderstack.com/

Install and usage instructions live in the source repository linked above.