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mznmelmznmelCommunity·1 Agent Skills Included

learnOpt-skill

Adaptive step-by-step tutoring with mastery testing and progress tracking

Teaches hard technical topics one small step at a time through numbered HTML lessons. Adapts the curriculum using a live competency graph that updates after every question, answer, and test score. Eliminates rigid syllabi and untested learning by gating progress on demonstrated mastery. Keeps every lesson, score, and decision in auditable plain files you can review anytime.
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npx skills add mznmel/learnOpt-skill --all -g -y

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LearnOpt

Structure one-on-one adaptive tutoring sessions for technical topics using a learner model and dependency graph, producing HTML artifacts of the learning process.

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Frequently Asked Questions

FAQPage Schema
How to install LearnOpt?▼

Run `npx skills add mznmel/learnOpt-skill --all -g -y` in your terminal to install the skill globally.

What is LearnOpt used for?▼

It turns your coding agent into an adaptive tutor for hard topics like training LLMs, distributed systems, or advanced math, teaching one small tested step at a time.

How does LearnOpt adapt lessons to me?▼

It maintains a dynamic competency graph and learner model, updating them after every discussion and test to pick the next step that most improves your mastery.

Does LearnOpt work with Claude Code and Codex?▼

Yes. The skill is plain Markdown with no vendor-specific dependencies, so any agent that can read and write files can run the full tutoring loop.

Do I need coding experience to use LearnOpt?▼

No. You simply describe your goal and level in plain English, then read lessons and answer questions directly in the generated HTML files.

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