Agent Skill
Golden Jupyter skill
golden-jupyteryusufkaraaslan/Skill_Seekerstests/golden/phase2/jupyter/SKILL.md
Use when testing the golden_jupyter golden build
always on
14 tokname + description
once used
770 tokSKILL.md body
bundled files
22 KB
repo stars
15kGitHub
Install the Golden Jupyter skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/yusufkaraaslan/Skill_Seekers --skill golden-jupyter
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/yusufkaraaslan/Skill_Seekers.git /tmp/Skill_Seekers mkdir -p ~/.claude/skills cp -R /tmp/Skill_Seekers/tests/golden/phase2/jupyter ~/.claude/skills/golden-jupyter
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 14 tok |
| When the agent uses it | The SKILL.md instructions | 770 tok |
| Only if opened | 2 bundled files (2 KB) | varies |
Until it is used, golden-jupyter costs about 97× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 26 skills from yusufkaraaslan/Skill_Seekers would load 397 tokens of descriptions. Skills vs MCP study
Checks
- The name doesn't match its folder name, as the specification requires.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- GoldenJupyter Notebook Skill
- 📋 Notebook Information
- 💡 When to Use This Skill
- 📖 Section Overview
- 🔑 Key Concepts
- 📦 Dependencies
- ⚡ Quick Reference
- 📝 Code Examples
- Bash Examples (1)
- Python Examples (3)
- 📊 Notebook Statistics
- 🗺️ Navigation
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