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Frank14f 1a8b994a03 refactor(workflow): update JFM research workflow and remove obsolete figures
Revise the JFM research workflow documentation to clarify project structure, decision-making processes, and tool routing. Remove outdated figures and images that are no longer relevant to the current manuscript. Ensure that the workflow aligns with the latest research objectives and safety protocols.
2026-08-11 21:25:33 +08:00

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---
description: JFM manuscript terminology and dangerous scientific boundaries
globs: "{docs/JFM_WYQ/**/*.md,docs/JFM_WYQ/ROUND5_BOTTOM_UP/**/*.tex,docs/JFM_WYQ/MANUSCRIPT/**/*.tex}"
alwaysApply: false
---
# JFM Knowledge and Terminology Scaffold
- Use the current round controls, global decision ledger, owning dossier, named authorities/manifests, and immutable artifacts. Memory and literature do not override them. This rule is a guardrail, not a substitute for exact section authorities.
- In reader-facing prose name the `parabolic-inflow/no-slip-wall channel configuration` and `uniform-inflow/free-slip-wall channel configuration`. Keep `Legacy` and `V5` only in provenance paths/ledgers; never merge, continue, validate, pool, or imply equivalence across their evidence chains.
- Spell `Kármán` exactly.
- Use article-wide $Re_D=U_{ref}D/\nu$: bulk/mean inlet speed for the parabolic configuration, uniform inlet speed for the uniform configuration; state $U_{max}\simeq1.5U_{ref}$ where needed. Convert authoritative $2D$ code labels by one half, verify every inherited label, and prohibit bare `Re100`.
- Bind every result to configuration, case/seed/role, comparator, metric/estimand, ROI/mask/window, and artifact. Periodic mean/phase, event-relative, mean-only, steady-profile, spatial L2, and native/normalized DTW estimands are non-equivalent; do not pool near-colliding values or call them replication, agreement, validation, or triangulation without exact authority.
- Positive symbolic regression is Kármán/cloaking-only. Illusion SR is historical/negative.
- CCD is descriptive and noncausal; use exactly `action-correlated correction-field modes`. Do not imply response, authority, causality, uniqueness, or superiority to POD.
- OID remains claim-free. Steady evidence is separate-chain context, not mechanism, stability, optimum, or cross-configuration validation. Experiment is qualitative, open-loop, author-owned, and provenance-gated; it is not quantitative validation.
- Kan99b K2 retains the authority's exact overall `partial pass`. Its opposite mean-lift sign follows the CFD coordinate/force-direction convention; never call it unresolved physics or suspected wrong rotation.