SageMaker Production Defaults

SageMaker Production Defaults is a DevOps skill for Claude Code, published by waybarrios in opencode-power-pack.

482 stars39 forkson waybarrios/opencode-power-packAdded 2026/08/26+2% in starsRepository updated 2026/08/24

ai-agentsanthropicclaude-codecode-reviewcodexcodex-clideveloper-toolsgradiohuggingfacellm-toolsmachine-learningml-trainingopenai-codexopencodepipi-coding-agentpi-packagepluginsecurity-auditskills

Install in seconds

Install SageMaker Production Defaults

Copy SageMaker Production Defaults into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/waybarrios/opencode-power-pack/tree/main/skills/hf-cloud-sagemaker-production-defaults ~/.claude/skills/hf-cloud-sagemaker-production-defaults

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/waybarrios/opencode-power-pack.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/hf-cloud-sagemaker-production-defaults/SKILL.md in waybarrios/opencode-power-pack
Installs to: ~/.claude/skills/hf-cloud-sagemaker-production-defaults
Collection: One of 25 skills cataloged from this repository
Category: DevOps — 798 skills

What SageMaker Production Defaults does

SageMaker Production Defaults creates a real-time SageMaker endpoint with a model, endpoint config, autoscaling, and CloudWatch alarms. Use it after the image and IAM role are known to deploy production serving defaults and smoke-test the endpoint.

SageMaker Production Defaults is cataloged under DevOps on DirSkills. SageMaker Production Defaults comes from a repository tagged ai-agents, anthropic, claude-code, code-review and codex.

Documentation

README

Excerpt

SageMaker Production Defaults

The difference between a demo endpoint and one you can leave running is: it scales with traffic, it tells you when it breaks, and you can debug it later. This skill makes those three the default rather than optional extras.

By the time this skill runs, the planner has chosen a real-time endpoint, IAM has a usable role, and image-selection has resolved a container URI + AMI version. This skill turns those into an actual deployment.

What gets created

For every endpoint, the skill creates these as a unit:

This is the opening of the README. Read the full README on GitHub.

Commands SageMaker Production Defaults provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/ping

Frequently asked about SageMaker Production Defaults

What else does waybarrios publish alongside SageMaker Production Defaults?
SageMaker Production Defaults is one of 25 skills that DirSkills catalogs from waybarrios/opencode-power-pack, the repository it ships in. Its siblings there include AI Slop Rubric, AWS Context Discovery and Agentic Actions Auditor. Each one is a separate skill with its own page in this directory, installs the same way SageMaker Production Defaults does, and is maintained by waybarrios in that same repository. The rest of the collection is listed on the waybarrios/opencode-power-pack page.
How does SageMaker Production Defaults compare to other DevOps skills?
SageMaker Production Defaults ranks #723 by stars among the 798 DevOps skills in this catalog. The most-starred ones next to it are Backend Patterns, API Connector Builder and Migration. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of SageMaker Production Defaults against them. Open each page to compare what they document and how they install.