yeaight7/agent-powerups · plugins/machine-learning-ops/skills/baseline-comparison-review/SKILL.md

baseline-comparison-review skillA

baseline-comparison-review is agent-read markdown (skill) from yeaight7/agent-powerups: Use when a new or more complex ML model is proposed and its value over simple baselines is not yet demonstrated -- before approving a new architecture or replacing an existing heuristic..

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 yeaight7/agent-powerups/baseline-comparison-review@git:20260605.d942981
Exact content
mdr add yeaight7/agent-powerups/baseline-comparison-review@sha256:eea84ee570e4bfe8

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_gxnvd2rbppcsapsw.svg)](https://markdownregistry.com/a/art_gxnvd2rbppcsapsw)

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Versions

versioncommittedcommitsizeaudit
git:20260605.d942981 latest2026-06-05 d942981 2,433 BA view · diff
git:20260502.2a920512026-05-02 2a92051 931 BA view · diff
git:20260502.9239fa22026-05-02 9239fa2 147 BB 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 (2433 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

yeaight7/agent-powerups · 6 stars · license Apache-2.0 · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gxnvd2rbppcsapsw
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/baseline-comparison-review
GET https://markdownregistry.com/api/v1/blob/eea84ee570e4bfe8d38cd125f3edafe3037ac0dd294b0cb48f33ac6706a0a9d7

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