secondsky/claude-skills · plugins/model-deployment/skills/model-deployment/SKILL.md

model-deployment skillA

model-deployment is agent-read markdown (skill) from secondsky/claude-skills: Deploy ML models with FastAPI, Docker, Kubernetes. Use for serving predictions, containerization, monitoring, drift detection, or encountering latency issues, health check failures, version conflicts..

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.

How to install

Latest version
mdr add secondsky/claude-skills/model-deployment@git:20260803.3c09f87
Exact content
mdr add secondsky/claude-skills/model-deployment@sha256:eb88564f65bb2e8f

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_6y6jnbthpwx5ymbd.svg)](https://markdownregistry.com/a/art_6y6jnbthpwx5ymbd)

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Versions

versioncommittedcommitsizeaudit
git:20260803.3c09f87 latest2026-08-03 3c09f87 9,582 BA view · diff
git:20260402.89c5e892026-04-02 89c5e89 9,582 BA view · diff
git:20251224.ba827ce2025-12-24 ba827ce 9,568 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 (9582 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

secondsky/claude-skills · 219 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6y6jnbthpwx5ymbd
GET https://markdownregistry.com/api/v1/resolve?ref=secondsky/claude-skills/model-deployment
GET https://markdownregistry.com/api/v1/blob/eb88564f65bb2e8f612d25d977637543f0493b53cd2161b56a5331c585a570aa

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.