magnus919/agent-skills · training-data-annotation/SKILL.md

training-data-annotation skillA

training-data-annotation is agent-read markdown (skill) from magnus919/agent-skills: Design and improve human annotation programs for machine-learning training, validation, and evaluation data, including task and label schemas, active acquisition, annotator guidance, calibration, disagreement, adjudication, provenance, and cost-quality stopping. Do not use for general statistical inference, data storage pipelines, model training, or annotation-interface implementation; route those concerns to data-scientist, data-engineering, ml-engineering, or product-design-and-ux..

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 magnus919/agent-skills/training-data-annotation@git:20260914.347c1d3
Exact content
mdr add magnus919/agent-skills/training-data-annotation@sha256:c1fa2d0ab64f8aa4

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_pwitniqn7xexhyxs.svg)](https://markdownregistry.com/a/art_pwitniqn7xexhyxs)

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Versions

versioncommittedcommitsizeaudit
git:20260914.347c1d3 latest2026-09-14 347c1d3 5,494 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 (5494 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

magnus919/agent-skills · 81 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pwitniqn7xexhyxs
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/training-data-annotation
GET https://markdownregistry.com/api/v1/blob/c1fa2d0ab64f8aa48e728d2cc2fc61d8f6426581f820ba3bf6037a5b8f7e092a