golden-dataset SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
golden-dataset from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/golden-dataset@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
plugins/ork/skills/golden-dataset/SKILL.md- Versions recorded
- 9
- Latest version
- v2.0.0, committed Oct 7, 2026
- First version recorded
- Jul 10, 2026
- Size
- 8,173 bytes
- Repository stars
- 299
- License
- MIT
Golden dataset lifecycle patterns for curation, versioning, quality validation, and CI integration. Use when building evaluation datasets, managing dataset versions, validating quality scores, or integrating golden tests into pipelines.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Golden Dataset Comprehensive patterns for building, managing, and validating golden datasets for AI/ML evaluation. Each category has individual rule files in `rules/` loaded on-demand. ## Quick Reference | Category | Rules | Impact | When to Use | | -------- | ----- | ------ | ----------- | | [Curation](#curation) | 2 | HIGH | Content collection, annotation pipelines | | [Management](#management) | 2 | HIGH | Versioning, backup/restore | | [Validation](#validation) | 1 | CRITICAL | Regression testing | | [Add Workflow](#add-workflow) | 1 | HIGH | 9-phase curation, quality scoring, bias detection, silver-to-gold | Total: 6 rules across 4 categories. House thresholds and scars: `references/ork-delta.md`. ## Curation Content collection, multi-agent annotation, and diversity analysis for golden datasets. | Rule | File | Key Pattern | | ---- | ---- | ----------- | | Collection | `rules/curation-collection.md` | Content type classification, quality thresholds, duplicate prevention | | Annotation | `rules/curation-annotation.md` | Multi-agent pipeline, consensus aggregation, Langfuse tracing | …
Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/golden-dataset@sha256:bd8dfb18d82373c3The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_du3dasvvq67pncad)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Jul 10, 2026 and Oct 7, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-10-07 | 480e358 | 8,173 B | A | view · diff |
| v2.0.0 | 2026-09-29 | 105a980 | 8,177 B | A | view · diff |
| v2.0.0 | 2026-09-28 | 220adb4 | 8,195 B | A | view · diff |
| v2.0.0 | 2026-09-20 | 02cb935 | 8,207 B | A | view · diff |
| v2.0.0 | 2026-08-29 | 2aed0b0 | 8,207 B | A | view · diff |
| v2.0.0 | 2026-07-31 | 0e6a3a8 | 8,207 B | A | view · diff |
| v2.0.0 | 2026-07-25 | 47b78fb | 7,629 B | A | view · diff |
| v2.0.0 | 2026-07-25 | de60c1b | 7,629 B | A | view · diff |
| v2.0.0 | 2026-07-10 | 10a2d30 | 6,109 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8173 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
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_du3dasvvq67pncad GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/golden-dataset GET https://markdownregistry.com/api/v1/blob/bd8dfb18d82373c3763ab37b0662930e6fcbd55e4462e69558cb4f92fc4f4a6f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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