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Appendix B — Contract Library & Policy Cards (C90 Collection)


One-Sentence Goal
Provide an executable C90-* contract library and policy cards that guarantee consistency, stability, reproducibility, and auditability from data → complexes → atlas → retrieval → runtime.


I. Notes and Scope


II. Terms and Fields (common to contracts)


III. General Contracts C90-00x (cross-chapter)


IV. Chapter-Specific Contracts

A. Ch. 4 — Field → Topological Density (C90-04x)

B. Chs. 3/5 — Defects & Worldlines (C90-05x / 06x)


C. Chs. 7/8 — Complexes & Persistence (C90-07x / 08x)


D. Chs. 9–11 — Atlas & Transitions (C90-09x–11x)

E. Ch. 10 — Invariant Metrology & Calibration (C90-10x)

F. Ch. 12 — Noise, Cleaning & Robustness (C90-12x)

G. Ch. 13 — Atlas Comparison & Retrieval (C90-13x)

H. Ch. 14 — Runtime (C90-14x)


I. Ch. 15 — Use Cases (C90-15x)


V. Policy Cards (Playbooks)

  1. SC90-01 High noise / unwrap failure
    • Trigger: C90-041 / C90-121 fail; var(wrap(Δθ)) > v_max.
    • Actions: quality-guided unwrapping → increase σ → local patching → if fail, reduce to H0 only.
    • Evidence: residual maps, parameters, region masks.
  2. SC90-02 Sparse sampling / low coverage
    • Trigger: κ_cover < κ_min.
    • Actions: coarsen_τ, switch Alpha for Rips, augment samples or interpolate.
  3. SC90-03 Atlas cycle error over-limit
    • Trigger: Δ_cyc > tol_cyc.
    • Actions: re-estimate T_ab (rigid → affine → nonlinear) → adjust overlap → local rebuild.
  4. SC90-04 Stream/batch drift
    • Trigger: delta_form_rt > tol_rt.
    • Actions: recompute_subset(scope) → sync RefCond → lock versions and replay.
  5. SC90-05 Reconnection ambiguity
    • Trigger: ΔLk step without energy evidence.
    • Actions: widen Δt window → raise track-pair thresholds → require third evidence (curvature/topo-density peak).
  6. SC90-06 Backpressure / drops
    • Trigger: β > β_max or rising drop_late.
    • Actions: thin → coarsen_τ → postpone → drop_late; record impact areas.
  7. SC90-07 Low retrieval recall
    • Trigger: Recall@K < R_min.
    • Actions: increase embedding dimension, change metric, raise K, enable rerank_with_exact.
  8. SC90-08 Invariant bias anomaly
    • Trigger: || Inv_cal − Inv_ref ||_p > tol_bias.
    • Actions: refit regression, remove outliers, inflate U or withhold publication.
  9. SC90-09 Excess orientation distortion
    • Trigger: cond(∂φ) > κ_max.
    • Actions: re-mesh locally or exclude tile from global comparisons.
  10. SC90-10 Over-cleaning
    • Trigger: d_B(D_before, D_after) > tol_clean.
    • Actions: lower smoothing, switch to robust filters, enable topology-preserving projection.

VI. Contract Grouping & Priority


VII. Persistence & Audit (contracts.* structure)


VIII. Suggested Thresholds (domain/device-calibrated)


Summary
This appendix delivers the complete C90-* contract library and policy cards, closing the loop with I90-* and implementations across Chs. 7–15. With layered guardianship—hard → consistency → stability → performance—and auditable policy-card execution, every step from construction to serving is verifiable, traceable, and replayable.


Copyright & License (CC BY 4.0)

Copyright: Unless otherwise noted, the copyright of “Energy Filament Theory” (text, charts, illustrations, symbols, and formulas) belongs to the author “Guanglin Tu”.
License: This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). You may copy, redistribute, excerpt, adapt, and share for commercial or non‑commercial purposes with proper attribution.
Suggested attribution: Author: “Guanglin Tu”; Work: “Energy Filament Theory”; Source: energyfilament.org; License: CC BY 4.0.

First published: 2025-11-11|Current version:v5.1
License link:https://creativecommons.org/licenses/by/4.0/