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docs: add ContractProbe.md design — dry-run capability check epic
Forward-looking design for cppmega-mlx-728 (Contract Probe), drafted in the same style as VisualBuilderSpec.md / ModelBuildSpec.md / ParallelismSpec.md. Outlines a new read-only cppmega_v4.probe package that: - introspects tokenizer + parquet capabilities (Stage A) - statically tables per-brick and per-loss data requirements - runs a deterministic solver that emits ContractProbeReport with explicit alternatives + JSON-Patch diffs (Stage B) - exposes a stable JSON API + CLI hand-off for the GUI epic (Stage C) Explicitly NOT in scope: auto-apply alternatives, LLM-generated suggestions, multi-shard aggregation, probe-time training. Probe proposes; human decides; GUI emits diff. Implementation tickets cppmega-mlx-728.1/.2/.3 remain open; this commit lands the contract before code.
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