rudder-profiles-setup SKILL.md skillB

rudder-profiles-setup from rudderlabs/rudder-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-setup@git:20260622.dea2d03

Pins git:20260622.dea2d03 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
rudderlabs/rudder-agent-skills
Path
plugins/rudder-profiles/skills/rudder-profiles-setup/SKILL.md
Versions recorded
1
Latest version
git:20260622.dea2d03, committed Jun 22, 2026
Size
4,241 bytes
Repository stars
19
License
MIT

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# RudderStack Profiles Setup

Set up the local Profiles toolchain so later skills can discover warehouse metadata, generate YAML, and run `pb` commands safely.

## Prerequisites

Check these before anything else:

| Prerequisite | Check | If missing |
|-------------|-------|------------|
| Python 3.10+ | `which python3` and `python3 --version` | Install from python.org or system package manager |
| uv | `which uv` | Install from https://docs.astral.sh/uv/getting-started/installation/ |
| git | `which git` | Install from git-scm.com or system package manager |

## Workflow

1. **Check prerequisites** — `which python3`, `which uv`, `which git`. If any are missing, explain what to install and stop.
2. **Clone profiles-mcp** — `git clone https://github.com/rudderlabs/profiles-mcp` into a user-approved location. Skip if already cloned.
3. **Configure `.env`** — The `.env` file needs `RUDDERSTACK_PAT`, `IS_CLOUD_BASED`, and `USE_PB_QUERY`. Do not ask the user to paste secrets into chat. Instead, instruct them to copy `.env.sample` to `.env` and fill in values, or let `setup.sh` handle it via its interactive `env_setup.py` step.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-setup@sha256:94d231eb6d08b0ca

The line at the top of this page pins the label git:20260622.dea2d03, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cnvtjxy5oqqsehx6.svg)](https://markdownregistry.com/a/art_cnvtjxy5oqqsehx6)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jun 22, 2026.

versioncommittedcommitsizeaudit
git:20260622.dea2d03 latest2026-06-22 dea2d03 4,241 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No instruction to read or print local credentials (matched: print `.env)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4241 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

rudderlabs/rudder-agent-skills · 19 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cnvtjxy5oqqsehx6
GET https://markdownregistry.com/api/v1/resolve?ref=rudderlabs/rudder-agent-skills/rudder-profiles-setup
GET https://markdownregistry.com/api/v1/blob/94d231eb6d08b0ca666123f04c569a52cac41251570fcd535142376ab51f4cc3

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from rudderlabs/rudder-agent-skills

rudder-ai-events-instrument SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-ai-events/skills/rudder-ai-events-instrument/SKILL.md · Adds RudderStack AI events code from an approved ai-events.md plan: installs @rudderstack/ai, rudderstack-ai or…
git:20261102.3a898b2 · audit B · 19 stars
rudder-ai-events-setup SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-ai-events/skills/rudder-ai-events-setup/SKILL.md · Onboards an app to RudderStack AI events, including moving existing RudderStack LLM, chat or agent events to them…
git:20261102.3a898b2 · audit B · 19 stars
rudder-ai-events-verify SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-ai-events/skills/rudder-ai-events-verify/SKILL.md · Verifies RudderStack AI events locally and checks a move from existing RudderStack events: validates captures against…
git:20261102.3a898b2 · audit B · 19 stars
rudder-cli-setup SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-cli/skills/rudder-cli-setup/SKILL.md · Installs and authenticates rudder-cli. Use when installing rudder-cli, setting up rudder cli, rudder-cli command not…
git:20261027.36f6950 · audit A · 19 stars
rudder-cli-workflow SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-cli/skills/rudder-cli-workflow/SKILL.md · Validates, previews, and applies RudderStack resource changes via YAML specs. Use when iterating on RudderStack…
git:20261027.bb53b9e · audit F · 19 stars
rudder-import-and-evolve SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-cli/skills/rudder-import-and-evolve/SKILL.md · Imports existing RudderStack workspace resources into YAML files for git-based management. Use when importing existing…
git:20261027.bb53b9e · audit A · 19 stars
rudder-transformations SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-cli/skills/rudder-transformations/SKILL.md · Creates and manages RudderStack transformations and libraries with local testing. Use when creating, editing, or…
git:20261027.bb53b9e · audit A · 19 stars
rudder-typer-workflow SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-cli/skills/rudder-typer-workflow/SKILL.md · Generates type-safe SDKs (Swift/Kotlin) from tracking plans with compile-time validation. Use when generating type-safe…
git:20260622.dea2d03 · audit A · 19 stars
rudder-code-first-instrumentation SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-core/skills/rudder-code-first-instrumentation/SKILL.md · Derives tracking plans from existing codebase types and structures. Use when instrumenting an existing product that…
git:20261027.dca7fe1 · audit A · 19 stars
rudder-data-catalog SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-core/skills/rudder-data-catalog/SKILL.md · Creates and manages events, properties, categories, and custom types for instrumentation schemas. Use when creating or…
git:20260622.dea2d03 · audit A · 19 stars
rudder-data-graphs SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-core/skills/rudder-data-graphs/SKILL.md · Produces Data Graph YAML from RETL sources for Audiences. Use when designing Data Graphs, mapping RETL to…
git:20260622.dea2d03 · audit A · 19 stars
rudder-design-first-instrumentation SKILL.md skill
rudderlabs/rudder-agent-skills · plugins/rudder-core/skills/rudder-design-first-instrumentation/SKILL.md · Plans instrumentation for new features starting from product requirements before code exists. Use when building new…
git:20261027.dca7fe1 · audit A · 19 stars

Every file in rudderlabs/rudder-agent-skills

Browse by kind, by grade B, or by owner.