golden-jupyter-topics SKILL.md skillA
golden-jupyter-topics from yusufkaraaslan/skill_seekers is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yusufkaraaslan/skill_seekers/golden-jupyter-topics@git:20260611.61911d0Pins git:20260611.61911d0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yusufkaraaslan/skill_seekers
- Path
tests/golden/phase2/jupyter_topics/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260611.61911d0, committed Jun 11, 2026
- Size
- 2,673 bytes
- Repository stars
- 15,282
- License
- MIT
Use when testing the golden_jupyter_topics golden build.
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_Jupyter_Topics Notebook Skill Use when testing the golden_jupyter_topics golden build ## 📋 Notebook Information **Kernel:** Python 3 **Language:** python 3.11.4 ## 💡 When to Use This Skill Use this skill when you need to: - Understand golden_jupyter_topics concepts and analysis workflow - Reference code examples and their outputs - Reproduce data analysis or computation steps - Review methodology, visualizations, and results - Find library usage patterns and best practices ## 📖 Section Overview **Total Sections:** 5 **Content Breakdown:** - **Data Loading**: 1 sections - **Evaluation**: 1 sections - **Setup**: 1 sections - **Other**: 2 sections ## 🔑 Key Concepts *Main topics covered in this notebook* **Major Topics:** - Getting Started **Subtopics:** - Modeling Results ## 📦 Dependencies *3 package(s) imported* - `numpy` - `pandas` - `sklearn` ## ⚡ Quick Reference *Common documentation patterns found:* **Getting Started** (1 sections): - Getting Started (section 1) **Modeling** (1 sections): - Modeling Results (section 5) ## 📝 Code Examples *High-quality code cells from notebook* ### Bash Examples (1) **Example 1** (Quality: 5.0/10): …
Read the whole file at its exact version.
How to install
mdr add yusufkaraaslan/skill_seekers/golden-jupyter-topics@sha256:c12b99d0ced32a27The line at the top of this page pins the label git:20260611.61911d0, 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_5un5odtommepfhhl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 11, 2026.
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 (2673 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
yusufkaraaslan/skill_seekers · 15,282 stars · license MIT · pushed 2026-09-30 · branch development
API
GET https://markdownregistry.com/api/v1/artifacts/art_5un5odtommepfhhl GET https://markdownregistry.com/api/v1/resolve?ref=yusufkaraaslan/skill_seekers/golden-jupyter-topics GET https://markdownregistry.com/api/v1/blob/c12b99d0ced32a274e546d84818c3cff22c93170f006e29cae1dcba7672ae503
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.