wshobson/agents · plugins/llm-finetuning/skills/dataset-curation/SKILL.md

dataset-curation skillA

dataset-curation is agent-read markdown (skill) from wshobson/agents: Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat templates, configuring sequence packing, generating synthetic training data, or writing a dataset card before a run..

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/dataset-curation@git:20260714.baa5bd7
Exact content
mdr add wshobson/agents/dataset-curation@sha256:77dd076c9a44967d

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_i3zxfxsaiugmr34j.svg)](https://markdownregistry.com/a/art_i3zxfxsaiugmr34j)

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Versions

versioncommittedcommitsizeaudit
git:20260714.baa5bd7 latest2026-07-14 baa5bd7 7,991 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 (7991 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_i3zxfxsaiugmr34j
GET https://markdownregistry.com/api/v1/resolve?ref=wshobson/agents/dataset-curation
GET https://markdownregistry.com/api/v1/blob/77dd076c9a44967d0d508106c68f3e068605a9fa45cb1279834fa5545d9329d6

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