Home / datarobot-oss / datarobot-agent-skills · skills/datarobot-workload-api/SKILL.md · GitHub

datarobot-workload-api skillA

datarobot-workload-api is agent-read markdown (skill) from datarobot-oss/datarobot-agent-skills: Use when the user wants to create, configure, scale, debug, observe, or roll out container workloads on DataRobot's Workload API. Triggers include: deploying a container as a managed service, listing/starting/stopping workloads, changing replica counts or autoscaling, picking CPU/GPU compute bundles, injecting DataRobot credentials as env vars, diagnosing workloads that are stuck / errored / crash-looping (CrashLoopBackOff, ImagePullBackOff, OOMKilled, probe failures, exec format error), pulling.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# DataRobot Workload API

Run container images as managed, autoscalable services on DataRobot. One skill, four jobs — pick the section by user intent:

1. **Create / configure / scale** — deploy a container; change replicas, resources, autoscaling, bundle; inject credentials
2. **Diagnose** — workload is stuck, errored, or crash-looping
3. **Observe** — logs, traces, metrics, service stats for a running workload
4. **Artifact lifecycle** — iterate drafts, build images, lock for production, roll out new versions

## Prerequisites

Auth works like `gh`: `dr auth login` (or an existing `.env`/`~/.config/datarobot/drconfig.yaml`) persists credentials, so `dr workload`/`dr artifact` commands need no per-run env vars — verify with `dr auth check` before assuming setup is required. Run `datarobot-setup` only if that check fails.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add datarobot-oss/datarobot-agent-skills/datarobot-workload-api@git:20260912.1400dfa
Exact content
mdr add datarobot-oss/datarobot-agent-skills/datarobot-workload-api@sha256:d09f3c1913adb961

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lsuflrj7mzrozkyr.svg)](https://markdownregistry.com/a/art_lsuflrj7mzrozkyr)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260912.1400dfa latest2026-09-12 1400dfa 19,950 BA view · diff
git:20260728.b41ca002026-07-28 b41ca00 19,519 BA view · diff
git:20260723.02887d62026-07-23 02887d6 19,168 BA view · diff
git:20260722.3e5e7102026-07-22 3e5e710 19,219 BA view · diff
git:20260722.a95501e2026-07-22 a95501e 23,417 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19950 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

GitHub

datarobot-oss/datarobot-agent-skills · 27 stars · license Apache-2.0 · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lsuflrj7mzrozkyr
GET https://markdownregistry.com/api/v1/resolve?ref=datarobot-oss/datarobot-agent-skills/datarobot-workload-api
GET https://markdownregistry.com/api/v1/blob/d09f3c1913adb96122dbc100a4c697a390982faff858080d891ac5c82aba7082

Your agent 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.

More from datarobot-oss/datarobot-agent-skills

progressive-disclosure skill
datarobot-oss/datarobot-agent-skills · .skills/progressive-disclosure/SKILL.md · Refactor large DataRobot skill files by moving detailed content into directly linked reference files while preserving…
git:20260522.e07bcb1 · audit A · 27 stars
AGENTS.md agents
datarobot-oss/datarobot-agent-skills · AGENTS.md
git:20260827.ad4f673 · audit A · 27 stars
CLAUDE.md claude
datarobot-oss/datarobot-agent-skills · CLAUDE.md
git:20260519.505d6df · audit B · 27 stars
datarobot-agent-assist skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-agent-assist/SKILL.md · Use when the user wants to design, build, code, simulate, or deploy an AI agent (not a predictive model) to DataRobot…
git:20260921.83fdf11 · audit B · 27 stars
datarobot-agent-assist-build skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-agent-assist/agent-assist-build/SKILL.md · Use when the user wants to design, build, code, or deploy an AI agent on DataRobot; mentions agent_spec.md, dress…
git:20260921.783ecc2 · audit A · 27 stars
datarobot-agent-assist-simulate skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-agent-assist/agent-assist-simulate/SKILL.md · Use when the user wants to adversarially test, evaluate, or harden an implemented AI agent before deployment; mentions…
git:20260805.1ef1aa0 · audit B · 27 stars
datarobot-agent-llm-selection skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-agent-llm-selection/SKILL.md · Use when the user wants to configure LLM integration for a DataRobot agent application. This skill helps to change LLM…
git:20260827.173ef3c · audit C · 27 stars
datarobot-app-framework-cicd skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-app-framework-cicd/SKILL.md · Guidance for setting up CI/CD pipelines for DataRobot application templates using GitLab, GitHub Actions, and Pulumi…
git:20260519.3111310 · audit B · 27 stars
datarobot-data-preparation skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-data-preparation/SKILL.md · Tools and guidance for data upload, dataset management, data validation, and preparing data for DataRobot projects. Use…
git:20260825.cfbd8e9 · audit A · 27 stars
datarobot-discover skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-discover/SKILL.md · Use when the user wants to find DataRobot capabilities — skills, MCP servers, agents, or platform resources — for a…
git:20260623.fa30c37 · audit A · 27 stars
datarobot-external-agent-monitoring skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-external-agent-monitoring/SKILL.md · Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for…
git:20260713.606fd37 · audit C · 27 stars
datarobot-feature-engineering skill
datarobot-oss/datarobot-agent-skills · skills/datarobot-feature-engineering/SKILL.md · Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's…
git:20260825.cfbd8e9 · audit A · 27 stars

Every file in datarobot-oss/datarobot-agent-skills

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