rudder-data-graphs SKILL.md skillA
rudder-data-graphs 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-data-graphs@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-core/skills/rudder-data-graphs/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260622.dea2d03, committed Jun 22, 2026
- First version recorded
- Apr 23, 2026
- Size
- 20,502 bytes
- Repository stars
- 19
- License
- MIT
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.
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
# RETL Connection Analysis & Data Graph Design ## What this skill produces Given a customer name (or workspace / org identifier), this skill produces five deliverables, in order: 1. **Source Inventory** — every relevant RETL source categorized as entity / event / audience / supporting-only. 2. **Untapped Segment List** — realistic, filterable business dimensions the customer has not yet expressed as audiences. 3. **Data Graph YAML** — one per workspace / domain, ready for validation in `rudder-cli` or the visual builder. 4. **Demo Warehouse Spec** — tables, key columns, joins, and known / inferred schema details needed to mock the graph. 5. **Action Items** — priority-ordered next steps, including the upgrade narrative and any assumptions to confirm. The end-to-end flow is: find workspaces → list RETL sources → shortlist relevant sources → fetch full configs for the shortlist → categorize → design graph → validate → hand off. Each step below says what to do and *why*, so you can adapt when the customer doesn't match the common shapes. --- ## Step 1 — Find the customer's workspaces 1. `admin_search_organizations(company_name=...)` to get the `org_id`. …
Read the whole file at its exact version.
How to install
mdr add rudderlabs/rudder-agent-skills/rudder-data-graphs@sha256:957de8a2c5ff6918The 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_fcyryx5pziyauhsn)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 23, 2026 and Jun 22, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260622.dea2d03 latest | 2026-06-22 | dea2d03 | 20,502 B | A | view · diff |
| git:20260529.3210fb8 | 2026-05-29 | 3210fb8 | 18,044 B | A | view · diff |
| git:20260423.ff4cca4 | 2026-04-23 | ff4cca4 | 15,234 B | A | view · diff |
| git:20260423.4139979 | 2026-04-23 | 4139979 | 15,692 B | A | view |
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 (20502 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_fcyryx5pziyauhsn GET https://markdownregistry.com/api/v1/resolve?ref=rudderlabs/rudder-agent-skills/rudder-data-graphs GET https://markdownregistry.com/api/v1/blob/957de8a2c5ff69180be00d2ad6e24ee0f41955d81245ae253897c64e2093a884
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.