wshobson/agents · plugins/machine-learning-ops/skills/ml-pipeline-workflow/SKILL.md

ml-pipeline-workflow skillA

ml-pipeline-workflow is agent-read markdown (skill) from wshobson/agents: Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows..

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 wshobson/agents/ml-pipeline-workflow@git:20260316.24df162
Exact content
mdr add wshobson/agents/ml-pipeline-workflow@sha256:3049880901f70761

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_dx6zkp72uomyuj3r.svg)](https://markdownregistry.com/a/art_dx6zkp72uomyuj3r)

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Versions

versioncommittedcommitsizeaudit
git:20260316.24df162 latest2026-03-16 24df162 7,095 BA view · diff
git:20260119.56848872026-01-19 5684887 7,032 BA view · diff
git:20251017.65e5cb02025-10-17 65e5cb0 7,030 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 (7095 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

wshobson/agents · 39,757 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dx6zkp72uomyuj3r
GET https://markdownregistry.com/api/v1/resolve?ref=wshobson/agents/ml-pipeline-workflow
GET https://markdownregistry.com/api/v1/blob/3049880901f70761137ef8818c6e0e5c357e5d108b82be48003e98c882a31c8b

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