sigma

Automate personalized 1-on-1 tutoring with diagnosis, roadmaps, and practice tasks.

Updated Apr 22, 2026

Search Tags:#excalidraw #visualization #socratic #mastery #tutoring #adaptive-learning

Ready to run

npx skills add https://github.com/Benjamindaoson/Financial_Asset_QA_System_master --skill sigma-benjamindaoson

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sigma
Source: https://github.com/Benjamindaoson/Financial_Asset_QA_System_master/tree/main/.agents/skills/sigma
Command: npx skills add https://github.com/Benjamindaoson/Financial_Asset_QA_System_master --skill sigma-benjamindaoson

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Personalized, scalable tutoring is hard to access; this skill automates a 1-on-1 tutoring experience that adapts to the learner's needs, accelerating mastery.

Core Features & Use Cases

Socratic questioning with adaptive pacing and visual roadmaps.
Diagnostic assessment, roadmap generation, tutor loop, misconceptions tracking, and spaced repetition.
Use cases include learning programming, science concepts, or exam prep with a tailored, interactive session.

Quick Start

Ask the learner for a topic to study and initiate a diagnosis followed by a personalized learning roadmap.

Frequently Asked Questions about sigma

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

FAQPage Schema

How do I get personalized 1-on-1 tutoring for any topic I want to study?▼

Personalized 1-on-1 tutoring starts by asking for your topic, running a diagnostic assessment, and generating a visual learning roadmap. It then uses a tutor loop with Socratic questioning and spaced repetition to build mastery.

Can adaptive learning help with exam prep and programming concepts?▼

Adaptive learning supports exam prep, programming, and science concepts by tracking misconceptions and adjusting pacing. It generates interactive practice tasks and concept maps tailored to your specific learning needs.

How does Socratic questioning work in an automated tutoring session?▼

Socratic questioning in automated tutoring works by guiding you through practice tasks and diagnosing misconceptions. The system maintains a learner profile to adapt question difficulty and pacing across sessions.

What's the best way to build a visual learning roadmap for self-guided study?▼

Building a visual learning roadmap involves diagnostic assessment followed by roadmap generation in formats like HTML and concept maps. The system tracks your mastery state to adjust the roadmap as you progress.

Does this tutoring approach require any specific tools or dependencies to start?▼

This tutoring approach requires no external dependencies. It operates as a self-contained skill that maintains state via session files and generates visual artifacts like roadmaps and concept maps automatically.

Why does self-guided learning often fail to build mastery effectively?▼

Self-guided learning fails to build mastery when it lacks diagnostic assessment, misconception tracking, and adaptive pacing. Automated tutoring solves this by constructing personalized roadmaps and running iterative tutor loops with spaced repetition.