zacklecon/claude-skills · skills/fine-tuning-expert/SKILL.md

fine-tuning-expert skillA

fine-tuning-expert is agent-read markdown (skill) from zacklecon/claude-skills: Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for parameter-efficient methods, dataset preparation, or model adaptation..

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 zacklecon/claude-skills/fine-tuning-expert@v1.0.0
Exact content
mdr add zacklecon/claude-skills/fine-tuning-expert@sha256:ec33184ee5dce0f4

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_y5iidual2akbrvyj.svg)](https://markdownregistry.com/a/art_y5iidual2akbrvyj)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-02-02 7bbd06a 3,458 BA view · diff
v1.0.02026-02-02 5bf7075 3,658 BA view · diff
git:20251225.e0c498f2025-12-25 e0c498f 3,560 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 (3458 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

zacklecon/claude-skills · 3 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y5iidual2akbrvyj
GET https://markdownregistry.com/api/v1/resolve?ref=zacklecon/claude-skills/fine-tuning-expert
GET https://markdownregistry.com/api/v1/blob/ec33184ee5dce0f4223ec626a7770f8b73bca61fa510adc95a238aa95759f2e3

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