Convert any topic into structured learning with research, summaries, and quizzes.
npx skills add https://github.com/neozenith/agentic-dotfiles --skill coach-neozenith
Please help me install this Agent Skill. Skill: coach Source: https://github.com/neozenith/agentic-dotfiles/tree/main/skills/coach Command: npx skills add https://github.com/neozenith/agentic-dotfiles --skill coach-neozenith
This Skill turns any topic into a grounded, Socratic coaching session, enhancing learning and understanding through parallel research, precise summaries, adaptive quizzes, and persistent mental-model tracking.
Use the coach skill to learn about a new topic, such as 'Bayesian knowledge tracing'.
High-intent search queries and answers about installing and using this skill.
Adaptive quizzing uses the testing effect and desirable difficulties to actively retrieve knowledge, diagnose misconceptions, and track persistent mental models across sessions. This structured learning approach enhances long-term factual retention.
Transform a topic into a structured learning session by deploying parallel research agents across web, arXiv, and GitHub to gather data, then generating precise summaries with inline citations and adaptive quizzes to test understanding.
Automated tutoring diagnoses knowledge gaps using multiple-choice or open-ended quiz engines, while tracking your evolving mental model and progress persistently across multiple coaching sessions to ensure learning science principles are met.
Research agents like web search and arXiv agents are required to conduct parallel data collection. These dependencies ensure the summary generator produces concise, factual five-bullet overviews with reliable inline citations.
To start coaching on Bayesian knowledge tracing, input the topic to trigger parallel research, review the generated five-bullet summary with inline citations, and complete the adaptive quiz to establish your baseline mental model.
Limitations include the expertise reversal effect, where advanced learners may find adaptive quizzes less efficient than direct study. Additionally, the quality of summaries and mental-model tracking depends entirely on the availability of web, arXiv, and GitHub research sources.
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