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    Practice Error Pattern Analyzer

    1

    Build an error taxonomy, evidence-linked patterns and targeted practice queue from supplied information with evidence links, conflict handling and reusable quality gates.

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    See it in action

    You say

    Analyze these 5 failed SQL practice attempts. Identify why I keep messing up JOINs and give me a practice list.

    Your agent does

    Inventory: 5 SQL labs. Error Taxonomy:

    • [ERR-01] Predicate Logic Error (Source: Lab 2, 4)
    • [ERR-02] Cartesian Product via Missing ON clause (Source: Lab 1, 5)

    Practice Queue:

    1. Re-build Lab 1 schema with explicit INNER JOIN syntax.
    2. Complete 3 drills on non-equi joins.

    What you get

    Generate an evidence-linked error taxonomy from graded assignments.Create a prioritized practice queue based on recurring mistake patterns.Maintain a traceable audit log of learning gaps across multiple source files.Identify and resolve conflicting feedback from different grading sources.

    About this skill

    Practice Error Pattern Analyzer turns messy education & study material into an error taxonomy, evidence-linked patterns and targeted practice queue. It preserves source evidence, missing facts and conflicts; returns stable registers that can be updated; and includes quality gates, failure handling and safe defaults. No paid API or external service is required. Target buyer: learners and tutors.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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