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Personalized tutor using the 2-Sigma method v1.0.0

Use this resource to learn a topic step by step with a personalized tutor

New

  • 390 downloads
  • 100 likes
  • 217 saves

$4.99

Lifetime access to this resource, with its updates.

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install sigma-tutor

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent first probes what you know, builds a roadmap of concepts and quizzes you without ever giving the answer. It tracks your misconceptions, sets a practice task before validating each concept and schedules spaced reviews. It produces an HTML roadmap, concept maps and a session summary.

Updated November 2, 2026

Card for the Sigma skill, a personalized tutor.

Details

Generates with
Your agent's model
Uses
  • Web browser to open the HTML files
Licence
MIT

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What you get

  • SKILL.md: tutoring loop, mastery check, reviews
  • Pedagogy guide (Bloom's 2-Sigma, question design)
  • HTML templates (roadmap, summary) and Excalidraw diagram guide
  • A learner profile and session tracking in Markdown

Good fit for

  • Learning a new subject at your own pace
  • Preparing a course or workshop while testing your own mastery
  • Resuming learning over several days with reviews

Not for

  • Getting a quick answer without exercises
  • Producing ready-to-publish course material
  • A one-off definition

Tags

  • tutoring
  • learning
  • pedagogy
  • socratic
  • review

About

You say

"/sigma content marketing --level beginner"

Card for the Sigma skill, a personalized tutor.

Skill published by sanyuan0704 under the MIT license.

Show more

Prerequisites

You bring
The topic to learn and Your answers to the agent's questions
Dependencies
Web browser to open the HTML files

How to use it

  1. Run the command with the topic to learn.
  2. Answer the diagnostic, then each concept's questions.
  3. Open roadmap.html to follow your progress and resume with --resume.

Content preview

Files

  • LICENSE1.1 KB
  • NOTICE-PALATEKIT.md0.4 KB
  • references/excalidraw.md5.6 KB
  • references/html-templates.md4.7 KB
  • references/pedagogy.md11.3 KB
  • SKILL.md25.2 KB

Origin and licence

Modified by PalateKit

Author
sanyuan0704
Source
github.com/sanyuan0704/sanyuan-skills/tree/08b6572ef108f22d4e8a3ecf9182a4bbef097744/skills/sigma
Licence
MIT

Notice

Version modifiée de « sigma » (sanyuan0704, MIT) : traduction française et fiche par PalateKit.

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Frequently asked questions

Are extra tools needed?

Not for the essentials. Excalidraw and image generation (the nano-banana-pro skill) are optional for diagrams and visuals.

Where is my progress saved?

In a sigma/ folder in your project: learner profile, session and roadmap per topic.