Feat/feasibility check#291
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- proposal: introduce 3-phase framing (resource/data/config), add resource-phase refinements (warm cache, n_jobs × VRAM, refit_after, Hub reachability, CatBoost GPU sanity), data-quality phase (token truncation, split readiness, partial descriptions, embedder dim), config sanity phase, updated example output, CLI surface, out-of- scope deferrals - _advisor package: hardware detection (CUDA/MPS/CPU with broken-CUDA fallback), HF Hub metadata + warm-cache probe + offline heuristics, three-phase run_preflight returning structured PreflightReport, text + JSON renderers - autointent-advisor CLI: inspect <preset|config> and recommend subcommands; placeholder dataset stats when no --dataset given - 88 offline tests covering hardware fallbacks, every bundled preset, severity routing, report serialization, name-pattern heuristics, AMP invariant, dump_modules / refit_after, CLI flows Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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