菜单
Publication figures for cognitive_case_diagrams — case graphs, enriched heatmaps, string/DisCoPy diagrams, complexity plots, active inference and DAIF panels, quantum POVM, security, Fluid-S, syntactic App A panel. Use when generating manuscript figures from src.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Linguistic case formally typed as an analytic category — CaseRole, Morphism, AlignmentFunctor, MonoidalFunctor, Natural Transformations. Crucial for §2 core topology, downstream §7c DAIF alignment, and §9b adversarial injection formal verification.
Scalar active inference on case diagrams — beliefs, variational free energy, belief updates, prediction error, EFE, N400/P600 proxies. Use for §7; use src.daif for distributional returns and full ERP pipeline (§7c).
Distributional Active Inference — push-forward returns, quantile/IQN updates, VMP/Bethe FE, distributional case assignment, policy G(π), ERP profiles, convergence metrics. Use for manuscript §7c and quantitative DAIF results.
DisCoCat/DisCoCirc-style string diagrams, complexity metrics, ditransitive constructions, discourse-level prompt scanning. Use for manuscript §3–§4c (and cross-links to §5b magnitude homology metrics, §9b protocol-level checks where `Discourse` is used).
[0,1]-enriched categories, standard proximity matrix, categorical magnitude helpers. Use for §5 distributional proximity and enrichment that feeds cognitive/security modules.
POVM-based quantum case assignment — CasePOVM, case probabilities, crisp/graded/fluid-S POVM factories, semantic state helpers. Use for §8 and §8b quantum semantics.
| name | ccd-visualization |
| description | Publication figures for cognitive_case_diagrams — case graphs, enriched heatmaps, string/DisCoPy diagrams, complexity plots, active inference and DAIF panels, quantum POVM, security, Fluid-S, syntactic App A panel. Use when generating manuscript figures from src. |
src/visualization/styles — palette and typography floorscategory_diagrams, enriched_diagrams, functor_diagramsstring_diagrams — matplotlib-native DisCoCat/DisCoCircdiscopy_diagrams — optional DisCoPy (extra imports when installed)complexity_plots, active_inference_plots, daif_plotsquantum_plots, security_plots, fluid_s_plotssyntactic_sentence_diagrams — Appendix A panelfrom src.visualization import (
CASE_COLORS, FONT_SIZE_FLOOR,
render_case_category, render_enriched_heatmap, render_functor_diagram,
render_discocat_sentence, render_discourse_diagram,
plot_belief_distribution, plot_alignment_frame_belief_dynamics,
plot_erp_predictions, plot_povm_probabilities,
render_syntactic_panel,
# ... see __init__.__all__
)
Optional: render_discopy_*, get_diagram_metrics when DisCoPy is installed.