can1357 ee335ce9c2 feat(snapcompact): implemented squad context compression benchmark ...

- Added a new SQuAD-based context-compression benchmark script for evaluating recall conditions.
- Added model and shape command-line arguments along with pricing and shape configurations.
- Updated default model variants and added an unknown billing family to shape resolution.
- Updated shape resolution and model resolution tests to verify the new defaults.

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feat: added standalone snapcompact package and model-specific frame shaping

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anthropic_api.py

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bdf.py

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bench_gemini.py

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bench_kimi_probe.py

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bench_kimi.py

feat(snapcompact): implemented squad context compression benchmark

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diag_glm_forensics.py

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diag_glm_mono.py

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diag_glm_probe.py

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diag_kimi_chunked.py

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diag_kimi_forensics.py

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diag_kimi_mono.py

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diag_kimi_probe.py

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exp01_patchalign.py

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exp02_surprisal.py

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exp03_numhard.py

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exp04_layout.py

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exp05_anchors.py

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exp06_rolecolor.py

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exp07_readtax.py

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exp08_foveate.py

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exp09_cacheappend.py

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exp10_profiles.py

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exp11_memhier.py

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exp12_arbitrage.py

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exp13_extractive.py

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exp14_bestgpt.py

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exp15_bestgemini.py

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exp16_bestfable.py

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exp17_bestopus.py

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exp18_bestkimi.py

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exp19_bestglm.py

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exp20_8x8u.py

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exp21_braille.py

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exp22_ttf6pt.py

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final.py

feat(snapcompact): implemented squad context compression benchmark

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mono_prod.py

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mono.py

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parity_check.py

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parity_render.ts

feat: migrated core rendering and context transformation to async

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providers.py

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render_pages.ts

feat: migrated core rendering and context transformation to async

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run.py

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snapcompact_3d_activation_html.py

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snapcompact_3d_activation_viz.py

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snapcompact_activation_probe.py

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snapcompact_blackbox_occlusion.py

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snapcompact_blog_viz.py

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snapcompact_carrier_convergence.py

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snapcompact_convergence_3d.py

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snapcompact_convergence_extras.py

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snapcompact_convergence_viz.py

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snapcompact_lockon_anatomy_viz.py

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snapcompact_logit_lens_dump.py

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snapcompact_logit_lens_viz.py

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snapcompact_materialize_sweep.py

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snapcompact_materialize_viz.py

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snapcompact_pricing_viz.py

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snapcompact_qwen_control_intervention.py

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snapcompact_qwen_spotlight_viz.py

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snapcompact_r2_chord.py

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snapcompact_r2_crystal.py

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snapcompact_r2_filmstrip.py

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snapcompact_r2_hero.py

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snapcompact_r2_metro.py

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snapcompact_tensor_heatmap.py

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snapcompact_text_image_3d_viz.py

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snapcompact_text_image_compare.py

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snapcompact_token_entry_dump.py

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snapcompact_token_entry_viz.py

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snapcompact_viz_atlas.py

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snapcompact_viz_circuit.py

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snapcompact_viz_city.py

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snapcompact_viz_explainer.py

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snapcompact_viz_glass_stack.py

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snapcompact_viz_glyph_matrix.py

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snapcompact_viz_radial.py

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snapcompact_viz_token_grid.py

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snapcompact_viz_volume.py

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snapcompact_viz_waterfall.py

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squad.py

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