[essius10]

Summary

• add a hash-bound adapter for the single approved frozen E001 Random Forest
• connect explicit startup-authorized model execution to the Phase 6C portal on deterministic synthetic terrain only
• preserve the default synthetic scorer, localhost-only approved mode, strict API/runtime allowlists, human-review boundary, and coordinate-safe provenance
• document the pickle risk boundary, safe score semantics, operator commands, and remaining authorization gates

Verification

• 517 tests passed; 1 platform-specific symlink test skipped
• Ruff lint and format checks passed
• project validator passed all 265 required artifact checks
• Windows and cross-platform doctors passed; pip check passed
• exact private artifact, learned state, estimator class, canonical 4,096-feature, and bounded predict_proba smoke checks passed on synthetic mathematical terrain only
• browser synthetic workflow passed
• protected scientific/frozen outputs unchanged; no real terrain or coordinates processed or exposed