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KOKO\Mimi
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# Step 0: Frequency semantic model과 exact 입력 subset
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> **과거 실행 기록:** 아래 지시·소유 경로는 당시 계획이며 현재 실행 입력이 아니다.
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> 원문은 Git `858e87b`에서 확인한다. 문서 링크는 통합된 기록으로 연결하며 새 작업은
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> [현재 문서 안내](../../docs/README.md)와 기능 PRD를 따른다.
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> **현재 실행 계약(r2):** 모든 configure/build/CTest는 `mfe-workspace-msvc-ninja-debug`를 사용한다.
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> MSVC x64 Debug, 동일 Ninja graph의 manual/registered 검증과 `CMAKE_BUILD_PARALLEL_LEVEL=1`을 유지한다.
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> 과거 `.harness/build` VS 명령과 public preset 명령은 이 Step의 실행 명령을 대체하지 않는다.
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> Targets/regex/필수 test identity·owned_paths·수치 계약은 그대로다. [E10.2/E11](../../docs/mitc4-shell-feast-eigen/implementation-environment.md#e11-실제-local-설정에-대한-정상-invocation)을 적용한다.
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> Targets/regex/필수 test identity·owned_paths·수치 계약은 그대로다. [E10.2/E11](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)을 적용한다.
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> 긴 도구 호출은 **결과 전체**를 전달한다. `session_id`가 있으면 `write_stdin`으로 종료까지 이어받고,
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> functions가 running cell을 반환했을 때만 해당 `cell_id`로 `functions.wait`를 사용한다.
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> `r.output`만 비었다고 같은 명령을 다시 실행하지 않는다. 통과한 focused 검증은 새 변경/실패 없이 반복하지 않는다.
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@@ -39,32 +43,32 @@ Feature 폴더는 `docs/mitc4-shell-feast-eigen/`다. 아래 current r2 입력
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- [docs/mitc4-shell-feast-eigen/FEATURED_AGENTS.md](../../docs/mitc4-shell-feast-eigen/FEATURED_AGENTS.md)
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- [docs/mitc4-shell-feast-eigen/PRD.md](../../docs/mitc4-shell-feast-eigen/PRD.md)
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- [docs/mitc4-shell-feast-eigen/ADR.md](../../docs/mitc4-shell-feast-eigen/ADR.md)
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- [docs/mitc4-shell-feast-eigen/coordination.md](../../docs/mitc4-shell-feast-eigen/coordination.md)
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- [docs/mitc4-shell-feast-eigen/requirements.md](../../docs/mitc4-shell-feast-eigen/requirements.md)
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- [docs/mitc4-shell-feast-eigen/requirements-evidence.md](../../docs/mitc4-shell-feast-eigen/requirements-evidence.md)
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- [docs/mitc4-shell-feast-eigen/research.md](../../docs/mitc4-shell-feast-eigen/research.md)
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- [docs/mitc4-shell-feast-eigen/research-evidence.md](../../docs/mitc4-shell-feast-eigen/research-evidence.md)
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- [docs/mitc4-shell-feast-eigen/formulation.md](../../docs/mitc4-shell-feast-eigen/formulation.md)
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- [docs/mitc4-shell-feast-eigen/formulation-mass.md](../../docs/mitc4-shell-feast-eigen/formulation-mass.md)
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- [docs/mitc4-shell-feast-eigen/formulation-eigen.md](../../docs/mitc4-shell-feast-eigen/formulation-eigen.md)
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- [docs/mitc4-shell-feast-eigen/formulation-verification.md](../../docs/mitc4-shell-feast-eigen/formulation-verification.md)
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- [docs/mitc4-shell-feast-eigen/formulation-stabilization.md](../../docs/mitc4-shell-feast-eigen/formulation-stabilization.md)
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- [docs/mitc4-shell-feast-eigen/numerical-review.md](../../docs/mitc4-shell-feast-eigen/numerical-review.md)
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- [docs/mitc4-shell-feast-eigen/numerical-review-evidence.md](../../docs/mitc4-shell-feast-eigen/numerical-review-evidence.md)
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- [docs/mitc4-shell-feast-eigen/numerical-review-controls.md](../../docs/mitc4-shell-feast-eigen/numerical-review-controls.md)
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- [docs/mitc4-shell-feast-eigen/numerical-review-cases.md](../../docs/mitc4-shell-feast-eigen/numerical-review-cases.md)
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- [docs/mitc4-shell-feast-eigen/coordination.md](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)
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- [docs/mitc4-shell-feast-eigen/requirements.md](../../docs/mitc4-shell-feast-eigen/requirements.md#requirements)
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- [docs/mitc4-shell-feast-eigen/requirements-evidence.md](../../docs/mitc4-shell-feast-eigen/requirements.md#requirements-evidence)
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- [docs/mitc4-shell-feast-eigen/research.md](../../docs/mitc4-shell-feast-eigen/research.md#research)
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- [docs/mitc4-shell-feast-eigen/research-evidence.md](../../docs/mitc4-shell-feast-eigen/research.md#research-evidence)
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- [docs/mitc4-shell-feast-eigen/formulation.md](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation)
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- [docs/mitc4-shell-feast-eigen/formulation-mass.md](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation-mass)
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- [docs/mitc4-shell-feast-eigen/formulation-eigen.md](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation-eigen)
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- [docs/mitc4-shell-feast-eigen/formulation-verification.md](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation-verification)
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- [docs/mitc4-shell-feast-eigen/formulation-stabilization.md](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation-stabilization)
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- [docs/mitc4-shell-feast-eigen/numerical-review.md](../../docs/mitc4-shell-feast-eigen/numerical-review.md#numerical-review)
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- [docs/mitc4-shell-feast-eigen/numerical-review-evidence.md](../../docs/mitc4-shell-feast-eigen/numerical-review.md#numerical-review-evidence)
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- [docs/mitc4-shell-feast-eigen/numerical-review-controls.md](../../docs/mitc4-shell-feast-eigen/numerical-review.md#numerical-review-controls)
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- [docs/mitc4-shell-feast-eigen/numerical-review-cases.md](../../docs/mitc4-shell-feast-eigen/numerical-review.md#numerical-review-cases)
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- [docs/mitc4-shell-feast-eigen/reference-model.md](../../docs/mitc4-shell-feast-eigen/reference-model.md)
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- [docs/mitc4-shell-feast-eigen/io.md](../../docs/mitc4-shell-feast-eigen/io.md)
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- [docs/mitc4-shell-feast-eigen/io-input.md](../../docs/mitc4-shell-feast-eigen/io-input.md)
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- [docs/mitc4-shell-feast-eigen/io-schema.md](../../docs/mitc4-shell-feast-eigen/io-schema.md)
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- [docs/mitc4-shell-feast-eigen/io-mapping.md](../../docs/mitc4-shell-feast-eigen/io-mapping.md)
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- [docs/mitc4-shell-feast-eigen/implementation-plan.md](../../docs/mitc4-shell-feast-eigen/implementation-plan.md)
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- [docs/mitc4-shell-feast-eigen/implementation-environment.md](../../docs/mitc4-shell-feast-eigen/implementation-environment.md)
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- [docs/mitc4-shell-feast-eigen/implementation-interfaces.md](../../docs/mitc4-shell-feast-eigen/implementation-interfaces.md)
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- [docs/mitc4-shell-feast-eigen/implementation-verification.md](../../docs/mitc4-shell-feast-eigen/implementation-verification.md)
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- [docs/mitc4-shell-feast-eigen/io.md](../../docs/mitc4-shell-feast-eigen/io.md#io)
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- [docs/mitc4-shell-feast-eigen/io-input.md](../../docs/mitc4-shell-feast-eigen/io.md#io-input)
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- [docs/mitc4-shell-feast-eigen/io-schema.md](../../docs/mitc4-shell-feast-eigen/io.md#io-schema)
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- [docs/mitc4-shell-feast-eigen/io-mapping.md](../../docs/mitc4-shell-feast-eigen/io.md#io-mapping)
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- [docs/mitc4-shell-feast-eigen/implementation-plan.md](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)
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- [docs/mitc4-shell-feast-eigen/implementation-environment.md](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)
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- [docs/mitc4-shell-feast-eigen/implementation-interfaces.md](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)
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- [docs/mitc4-shell-feast-eigen/implementation-verification.md](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)
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이 Step의 직접 계약: [io-input.md#i3-density-material-mapping](../../docs/mitc4-shell-feast-eigen/io-input.md#i3-density-material-mapping), [io-mapping.md#m1-input에서-equationresult까지](../../docs/mitc4-shell-feast-eigen/io-mapping.md#m1-input에서-equationresult까지), [formulation-eigen.md#e1-조립-단위-scaling과-실제-global-제약](../../docs/mitc4-shell-feast-eigen/formulation-eigen.md#e1-조립-단위-scaling과-실제-global-제약), [io-input.md](../../docs/mitc4-shell-feast-eigen/io-input.md), [io-schema.md#o2-metadata-모델과-source-요청](../../docs/mitc4-shell-feast-eigen/io-schema.md#o2-metadata-모델과-source-요청), [io-mapping.md#m5-구현test-obligations와-requirement-연결](../../docs/mitc4-shell-feast-eigen/io-mapping.md#m5-구현test-obligations와-requirement-연결).
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논리 case의 전체 parameter/threshold/음성 inventory는 NR 원문과 [verification mapping](../../docs/mitc4-shell-feast-eigen/implementation-verification.md)을 함께 적용한다.
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이 Step의 직접 계약: [io-input.md#i3-density-material-mapping](../../docs/mitc4-shell-feast-eigen/io.md#io-input--i3-density-material-mapping), [io-mapping.md#m1-input에서-equationresult까지](../../docs/mitc4-shell-feast-eigen/io.md#io-mapping--m1-input에서-equationresult까지), [formulation-eigen.md#e1-조립-단위-scaling과-실제-global-제약](../../docs/mitc4-shell-feast-eigen/formulation.md#formulation-eigen--e1-조립-단위-scaling과-실제-global-제약), [io-input.md](../../docs/mitc4-shell-feast-eigen/io.md#io-input), [io-schema.md#o2-metadata-모델과-source-요청](../../docs/mitc4-shell-feast-eigen/io.md#io-schema--o2-metadata-모델과-source-요청), [io-mapping.md#m5-구현test-obligations와-requirement-연결](../../docs/mitc4-shell-feast-eigen/io.md#io-mapping--m5-구현test-obligations와-requirement-연결).
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논리 case의 전체 parameter/threshold/음성 inventory는 NR 원문과 [verification mapping](../../docs/mitc4-shell-feast-eigen/development-notes.md#실패와-재발-방지)을 함께 적용한다.
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## Owned paths
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