Phase 10.7

Education Calculator Audit

Audit summary for the Education Intelligence calculator clusters, formula coverage, related-tool routing, content quality, and launch-readiness status.

Calculator cluster audit

ClusterToolsStatusAudit focus
Mathematics Intelligence20BuiltPercentages, fractions, ratios, averages, equations, roots, exponents, and number helpers.
Statistics Intelligence20BuiltProbability, standard deviation, variance, distributions, confidence intervals, sample size, and data analysis.
School & GPA Intelligence20BuiltGPA, grades, attendance, credit hours, assignments, academic progress, and study planning.
Time Intelligence20BuiltDates, durations, work hours, study hours, countdowns, time zones, and productivity planning.
Science Intelligence20BuiltPhysics, chemistry, electricity, motion, density, force, pressure, energy, pH, and heat formulas.
Education AI & Recommendations0BuiltDecision center, comparison paths, safe study guidance, and related calculator routing.

Education QA principles

  • Formula accuracy reviewed
  • Official school-policy disclaimer visible
  • Inputs validated for empty and impossible values
  • Metric/unit labels clear where applicable
  • Result explains what the number means
  • Related calculators suggested
  • Keyboard and screen-reader friendly
  • Mobile layout checked
  • Sitemap and index-control updated

Launch decision

The Education platform is ready to move from calculator build-out into production hardening. Future work should focus on page-level review, performance, accessibility, and deployment QA rather than adding more Education infrastructure.