Major changes: - paper-image-extractor: Generate reference_plots.py for visual verification - paper-director: Add image understanding checkpoint with side-by-side comparison - paper-analyzer: Add data source labeling with reliability levels - code-writer: Change from TDD to VDD (Verification-Driven Development) - test-runner: Generate comparison reports with images and explanations - verification skill: Add difference classification system - code-generation skill: Emphasize result independence Key principles: - Code results are authoritative, paper values are references - Differences are expected and documented, not bugs to fix - Visual comparison prioritized over exact numerical match - Tests verify sanity (shape, gradient, range), not exact values |
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