rudder-cli-workflow SKILL.md skillF
rudder-cli-workflow 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-cli-workflow@git:20261027.bb53b9ePins git:20261027.bb53b9e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- F, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rudderlabs/rudder-agent-skills
- Path
plugins/rudder-cli/skills/rudder-cli-workflow/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261027.bb53b9e, committed Oct 27, 2026
- First version recorded
- Apr 21, 2026
- Size
- 20,901 bytes
- Repository stars
- 19
- License
- MIT
Validates, previews, and applies RudderStack resource changes via YAML specs. Use when iterating on RudderStack resources with rudder-cli - validates specs, previews changes with dry-run, and applies changes to workspaces.
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
# Rudder CLI Development Workflow
## Overview
Iterative development workflow for RudderStack resources using `rudder-cli`. Follow the validate → dry-run → apply cycle to ensure correctness before making changes to workspaces.
## Prerequisites: Authentication
Before running any commands that interact with a workspace, verify authentication:
```bash
# Check if authenticated and show current workspace
rudder-cli workspace info --json
```
**If authenticated**, you'll see workspace details. `workspaceID` and `name` identify the workspace:
```json
{
"dataPlaneURL": "https://example.dataplane.rudderstack.com",
"environment": "PRODUCTION",
"name": "My Workspace",
"region": "US",
"status": "ACTIVE",
"workspaceID": "2iKXWU4QnqclkpPIfXfsbBqrAVa"
}
```
**If NOT authenticated**, the command exits non-zero with an error. rudder-cli reads the token from the `RUDDERSTACK_ACCESS_TOKEN` environment variable, or from the config file that `rudder-cli auth login` writes. When the variable is set, it wins over the config file.
…Read the whole file at its exact version.
How to install
mdr add rudderlabs/rudder-agent-skills/rudder-cli-workflow@sha256:9cc206dde18f00c9The line at the top of this page pins the label git:20261027.bb53b9e, 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_vaddclnhec3co42z)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 21, 2026 and Oct 27, 2026, about one every 63 days. Its first recorded version is graded A and its latest F.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.bb53b9e latest | 2026-10-27 | bb53b9e | 20,901 B | F | view · diff |
| git:20260622.dea2d03 | 2026-06-22 | dea2d03 | 12,194 B | A | view · diff |
| git:20260529.3210fb8 | 2026-05-29 | 3210fb8 | 10,395 B | A | view · diff |
| git:20260421.5059406 | 2026-04-21 | 5059406 | 8,665 B | A | view |
Audit of the latest version
- FAIL, critical: No credential-shaped string (matched: -----BEGIN PRIVATE KEY-----)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20901 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 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
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
rudderlabs/rudder-agent-skills · 19 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vaddclnhec3co42z GET https://markdownregistry.com/api/v1/resolve?ref=rudderlabs/rudder-agent-skills/rudder-cli-workflow GET https://markdownregistry.com/api/v1/blob/9cc206dde18f00c9e1f9bd140fe23c19db4f07aac58d141a3d44df8c57145696
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.