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triton-tutor-setup

Construct an Obsidian-format Triton StudyVault with curriculum, codebase, and document modes.

4|2|Updated Feb 19, 2026
Search Tags:#workflow#onboarding#obsidian#learning-path#triton#study-vault
One-click install
npx skills add https://github.com/drunkcoding/AgentSkillsArxiv --skill triton-tutor-setup
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: triton-tutor-setup
Source: https://github.com/drunkcoding/AgentSkillsArxiv/tree/main/skills/triton-tutor-setup
Command: npx skills add https://github.com/drunkcoding/AgentSkillsArxiv --skill triton-tutor-setup

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps learners create and maintain an organized, reusable StudyVault that guides Triton learning with a canonical 6-topic structure, enabling consistent study progress, cross-topic linking, and easy onboarding from codebases or PDFs.

Core Features & Use Cases

  • Three-mode workflow: Curriculum mode by default, Codebase onboarding, and Document mode to adapt to different learning preferences.
  • Modular content: Per-topic notes, milestones, pitfalls, and resources that map to Triton's basics, autotuning, matmul patterns, attention, compiler internals, and ecosystem production.
  • Auto-generated study material: Backed by frontmatter-driven metadata loaded by tooling to accelerate discovery and quiz pairing with the related triton-tutor and tutor-handouts skills.

Quick Start

Run the skill from its root to generate a ready-to-use StudyVault in your current directory.

Frequently Asked Questions about triton-tutor-setup

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I structure an Obsidian vault for learning OpenAI Triton GPU programming?▼

An Obsidian Triton StudyVault provides a canonical 6-topic structure that organizes your learning path for the OpenAI Triton GPU programming stack. It generates topic notes, milestones, pitfalls, and cross-links to enable consistent study progress and hands-on mastery.

How do I create an onboarding guide for an existing Triton codebase in Obsidian?▼

You can use the Codebase onboarding mode to build an Obsidian-format StudyVault from an existing Triton codebase. This mode generates topic notes, milestones, pitfalls, and cross-links to accelerate your onboarding and hands-on mastery.

Can I build a study vault from PDFs and documents for Triton GPU programming?▼

Yes, the Document mode supports building a Triton StudyVault from your existing documents. It adapts to your materials by generating modular topic notes, milestones, pitfalls, and cross-links for hands-on mastery within Obsidian.

What topics are covered in a Triton StudyVault learning path?▼

A Triton StudyVault covers six modular topics mapping to Triton's basics, autotuning, matmul patterns, attention, compiler internals, and ecosystem production. Each topic includes dedicated notes, milestones, pitfalls, and resources for hands-on mastery.

Does the Triton StudyVault support loading custom scripts and reference resources?▼

Yes, the Triton StudyVault supports optional resources under scripts/, references/, and assets/ directories. The SKILL.md instructs the installer to load these custom resources into your Obsidian vault during setup.

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