rudder-profiles-project SKILL.md skillA
rudder-profiles-project from rudderlabs/rudder-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-project@git:20260622.dea2d03Pins git:20260622.dea2d03 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rudderlabs/rudder-agent-skills
- Path
plugins/rudder-profiles/skills/rudder-profiles-project/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260622.dea2d03, committed Jun 22, 2026
- Size
- 5,626 bytes
- Repository stars
- 19
- License
- MIT
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.
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 Project Creation Create a new Profiles project by discovering real warehouse resources first, then generating the three core YAML files with explicit user confirmation at each decision point. ## Workflow 1. **Verify setup** — Check that Profiles MCP tools are available. If not, send the user to `/rudder-profiles-setup`. 2. **Discover connections** — Call `get_existing_connections()`. - If connections exist, present the list and let the user pick one. - If no connections exist, instruct the user to run `pb init connection` in their terminal, wait for confirmation that it completed, then re-check with `get_existing_connections()`. 3. **Discover tables** — Call `input_table_suggestions()` for candidate tables. Call `describe_table()` on each candidate to confirm columns, types, and timestamps. 4. **Confirm with user** — Present discovered resources and get explicit approval (see confirmation gates below). …
Read the whole file at its exact version.
How to install
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-project@sha256:285bb4bf305dcdb1The 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.
[](https://markdownregistry.com/a/art_caobrgau556jfhdl)
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.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5626 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 instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
rudderlabs/rudder-agent-skills · 19 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_caobrgau556jfhdl GET https://markdownregistry.com/api/v1/resolve?ref=rudderlabs/rudder-agent-skills/rudder-profiles-project GET https://markdownregistry.com/api/v1/blob/285bb4bf305dcdb1ed17c567ad5f018dbd4f25607c2b1ba5826e4007ea121794
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.