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Methodology & Validation
Pedagogical Integrity

Diagnostic Methodology & Accuracy Disclosures

An open, honest explanation of how ShikshaGap traces prerequisite learning gaps in primary mathematics, what the assistive engine can and cannot do, and our ongoing empirical validation process.

Educator Feedback

Report a Problem with a Diagnosis

If you encounter an assessment item with ambiguous phrasing, an incorrect prerequisite tag, or an unrealistic remediation recommendation, please let our curriculum review team know. No student names or identifiers are required.

ShikshaGap Methodology Version 2026.04 | Peer Reviewed Primary Mathematics Graph