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A generate-then-verify agent system with an automatic repair loop.
One agent computes every answer by executing Python, not recalling it. A second agent re-solves the whole paper blind, in a fresh context, with no view of the first agent's working — and any disagreement sends it back for regeneration automatically. Nothing reaches a student without a passing validation report.
System Architecture
Architecture diagram
Coming soon
Technology Stack
Claude Agent SkillsPython + SymPyFresh-context subagentBounded repair loopChapter knowledge filesPDF generation