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Opening Intelligence

Turning game archives into critical decision points and explainable opening knowledge.

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THE CHALLENGE

Extracting reliable opening knowledge from large PGN archives takes more than counting moves.

OUR APPROACH

Game records are normalized and linked to position graphs, provenance and reviewable decision moments.

DOCUMENTED WORK

  • Streaming ingestion is documented for PGN and compressed PGN.
  • PostgreSQL staging/COPY and idempotent publication have implementation and test coverage.

WHAT COMES NEXT

Position discovery and opening-classification results will be introduced as they mature.