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SKILL.md: 478-line PINN training best practices (complexity ladder, nondim, architecture, optimization, loss design, sampling, property mappings, ConFIG, domain decomposition). docs/evidence/: 6 files -- krishnapriyan2021, sukumar2022, wang2022 causal, wang2022+2023 expert guides, Brunton youtube transcripts. Missing evidence (to fetch): Wang 2001.04536 (gradient pathologies), Rathore 2402.01868 (ICML loss landscape). Author: wassname (https://github.com/wassname)