Maha Context Review

Maha Context Review selects a smaller context pack from sanitized or synthetic text you supply. Declare the source IDs and exact excerpts that must survive, choose an estimated token budget, and inspect source-specific retention results. The tool returns selected context, estimated token reduction, missing-evidence checks and explicit limitations. It is deterministic: it does not call another AI model, retrieve documents from your accounts, browse the web, or charge you. It checks exact text retention, not semantic completeness, answer correctness, legal compliance or what a downstream model actually saw. With no expected evidence declared, completeness is not tested. Use it to compare context budgets before planning a scoped workflow evaluation. Aggregate usage counts are retained for up to 90 days without document content or visitor identifiers; request text is processed transiently. Only submit authorized sanitized or synthetic text. Do not submit credentials, government IDs, payment details, protected health information or confidential personal records.