Add Adaptive Learning Diagnostic Agent (TraceMind)

Feature Description

I would like to add a new project under advance_ai_agents: an adaptive learning diagnostic agent that identifies step-level misconceptions in student reasoning.

It will include:

• A trace parser that parses reasoning steps
• A misconception matcher using a small library of known Python loop misconceptions
• A persistence tracker that checks if the same misconception appeared before
• A simple CLI demo

I will follow the repository's contributing guidelines and README template.

Target Project

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Project Directory

advance_ai_agents

Motivation

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Proposed Solution

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User Impact

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Alternatives Considered

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Screenshots/Mockups

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Implementation Checklist

• I have searched for similar feature requests
• I have provided a detailed description of the feature
• I have explained the motivation and user impact
• I have considered alternative solutions