mr-kelly/skills · skills/kelly-local-model-lab/SKILL.md

kelly-local-model-lab skillA

kelly-local-model-lab is agent-read markdown (skill) from mr-kelly/skills: Curate Busabase training examples, create immutable dataset snapshots, run reproducible LoRA or QLoRA fine-tunes on a local Apple Silicon Mac with MLX-LM, compare the untouched baseline and adapter on locked evaluations, and register approved adapters. Use when the user wants to train, fine-tune, evaluate, compare, promote, or manage a local language model with Busabase as the workflow source of truth. Do not use for RAG-only knowledge retrieval, cloud training, or training a foundation model fr.

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 mr-kelly/skills/kelly-local-model-lab@git:20260901.2f64ebb
Exact content
mdr add mr-kelly/skills/kelly-local-model-lab@sha256:c8bd7a4929812633

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_ulq6fksjm2xtjrth.svg)](https://markdownregistry.com/a/art_ulq6fksjm2xtjrth)

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Versions

versioncommittedcommitsizeaudit
git:20260901.2f64ebb latest2026-09-01 2f64ebb 7,185 BA view · diff
git:20260831.ffda1ef2026-08-31 ffda1ef 7,209 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 (7185 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

mr-kelly/skills · 5 stars · license MIT · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ulq6fksjm2xtjrth
GET https://markdownregistry.com/api/v1/resolve?ref=mr-kelly/skills/kelly-local-model-lab
GET https://markdownregistry.com/api/v1/blob/c8bd7a492981263383bee836ad4ca5c507e88045170442eaab04b7731a834799