Guide learners through Socratic tutoring with mastery gating and spaced repetition.
npx skills add https://github.com/sanyuan0704/sanyuan-skills --skill sigma
Please help me install this Agent Skill. Skill: sigma Source: https://github.com/sanyuan0704/sanyuan-skills/tree/main/skills/sigma Command: npx skills add https://github.com/sanyuan0704/sanyuan-skills --skill sigma
Enables learners to tackle any topic with a guided, adaptive tutoring framework that emphasizes mastery and self-efficacy over rote lecture.
Start a tutoring session by telling me the topic you want to learn with /sigma <topic>.
High-intent search queries and answers about installing and using this skill.
Socratic tutoring uses guided questioning and mastery gating to adapt pacing and feedback, ensuring you reach an 80% comprehension threshold before advancing to new concepts.
Yes, this personalized tutoring supports self-study and collaborative learning across programming, math, science, and humanities by adapting its framework to your chosen topic.
You start a 1-on-1 mastery tutoring session by entering the command with your desired subject, which initializes the adaptive learning process and visual roadmaps.
Adaptive tutoring generates visual roadmaps, Excalidraw concept maps, and session dashboards to track spaced repetition, misconceptions, and overall learning progress.
Yes, mastery gating requires you to reach an 80% competency score by resolving tracked misconceptions through interleaving and spaced repetition before progressing.
Yes, spaced repetition is integrated into the self-study process alongside misconception tracking and interleaving to reinforce knowledge retention and ensure long-term mastery.
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