diff --git a/Makefile b/Makefile
index 510a7e12..962eb4b8 100644
--- a/Makefile
+++ b/Makefile
@@ -31,6 +31,10 @@ endif
 
 DUMP_SERVICES ?= all
 RESTORE_SERVICES ?= all
+DUMP_DATASET ?= full
+RESTORE_DATASET ?=
+FILTER_SERVICES ?= postgres,ory-postgres
+OUTPUT_BACKUP ?=
 FILE_PATH ?=
 RESTORE_INPUT ?= $(or $(FILE_PATH),$(word 2,$(MAKECMDGOALS)))
 CONFIRM_RESTORE ?=
@@ -51,7 +55,7 @@ DOCKER_IMAGE_REF ?=
 WORKS_DOCKER_COMMIT_CONTAINER ?=
 WORKS_DOCKER_IMAGE_ARCHIVE_DIR ?= /tmp/baron-sso-docker-image-upload
 
-.PHONY: help build-auth-config validate-auth-config verify-auth-config render-ory-config up up-all up-infra up-ory up-app up-backend ensure-networks ensure-infra ensure-ory ensure-restore-containers up-dev up-front-dev dev dev-debug down drop down-app down-backend down-infra down-ory check-infra ps logs-infra logs-ory logs-app backup-tools-build dump restore dump-verify restore-verify dump-list restore-plan upload-cloud works-drive-refresh-token dump-upload-cloud docker-image-upload-works docker-image-verify-works
+.PHONY: help build-auth-config validate-auth-config verify-auth-config render-ory-config up up-all up-infra up-ory up-app up-backend ensure-networks ensure-infra ensure-ory ensure-restore-containers up-dev up-front-dev dev dev-debug down drop down-app down-backend down-infra down-ory check-infra ps logs-infra logs-ory logs-app backup-tools-build dump filter-personnel-dump restore dump-verify restore-verify dump-list restore-plan upload-cloud works-drive-refresh-token dump-upload-cloud docker-image-upload-works docker-image-verify-works
 
 help: ## 생성된 타깃과 옵션 목록 표시
 	@printf "Usage:\n  make <target> [OPTION=value ...]\n\n"
@@ -314,10 +318,14 @@ backup-tools-build: ## 백업 도구 Docker 이미지 빌드
 
 ifeq ($(BACKUP_USE_DOCKER),true)
 dump: backup-tools-build ## 백업 덤프 생성
-	$(BACKUP_DOCKER_RUN) bash -lc 'DUMP_SERVICES="$(DUMP_SERVICES)" DUMP_MODE="$(DUMP_MODE)" BACKUP="$(BACKUP)" BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump.sh'
+	$(BACKUP_DOCKER_RUN) bash -lc 'DUMP_SERVICES="$(DUMP_SERVICES)" DUMP_DATASET="$(DUMP_DATASET)" DUMP_MODE="$(DUMP_MODE)" BACKUP="$(BACKUP)" BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump.sh'
+
+filter-personnel-dump: backup-tools-build ## 전체 백업에서 personnel dataset 백업 추출
+	$(MAKE) --no-print-directory ensure-restore-containers RESTORE_SERVICES="$(FILTER_SERVICES)" CONFIRM_RESTORE=baron-sso
+	$(BACKUP_DOCKER_RUN) bash -lc 'BACKUP="$(BACKUP)" OUTPUT_BACKUP="$(OUTPUT_BACKUP)" FILTER_SERVICES="$(FILTER_SERVICES)" scripts/backup/filter_personnel_dump.sh'
 
 restore: backup-tools-build ensure-restore-containers ## 백업 덤프 복구
-	$(BACKUP_DOCKER_RUN) bash -lc 'RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" ALLOW_NON_EMPTY_RESTORE="$(ALLOW_NON_EMPTY_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore.sh'
+	$(BACKUP_DOCKER_RUN) bash -lc 'RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" RESTORE_DATASET="$(RESTORE_DATASET)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" ALLOW_NON_EMPTY_RESTORE="$(ALLOW_NON_EMPTY_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore.sh'
 
 dump-verify: backup-tools-build ## 백업 덤프 검증
 	$(BACKUP_DOCKER_RUN) bash -lc 'BACKUP="$(BACKUP)" scripts/backup/verify-dump.sh'
@@ -329,7 +337,7 @@ dump-list: backup-tools-build ## 사용 가능한 백업 덤프 목록 조회
 	$(BACKUP_DOCKER_RUN) bash -lc 'BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump-list.sh'
 
 restore-plan: backup-tools-build ## 복구 실행 계획 출력
-	$(BACKUP_DOCKER_RUN) bash -lc 'RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore-plan.sh'
+	$(BACKUP_DOCKER_RUN) bash -lc 'RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" RESTORE_DATASET="$(RESTORE_DATASET)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore-plan.sh'
 
 upload-cloud: backup-tools-build ## 백업 덤프 클라우드 업로드
 	$(BACKUP_DOCKER_RUN) bash -lc '$(if $(WORKS_DRIVE_DRY_RUN),WORKS_DRIVE_DRY_RUN="$(WORKS_DRIVE_DRY_RUN)" )$(if $(WORKS_DRIVE_AUTH_MODE),WORKS_DRIVE_AUTH_MODE="$(WORKS_DRIVE_AUTH_MODE)" )BACKUP="$(BACKUP)" scripts/backup/upload_cloud.sh'
@@ -338,10 +346,14 @@ works-drive-refresh-token: ## WORKS Drive OAuth refresh token 갱신
 	WORKS_DRIVE_TOKEN_GRANT="$(WORKS_DRIVE_TOKEN_GRANT)" WORKS_DRIVE_AUTH_CODE="$(WORKS_DRIVE_AUTH_CODE)" WORKS_DRIVE_AUTH_CALLBACK_URL="$(WORKS_DRIVE_AUTH_CALLBACK_URL)" scripts/backup/refresh_works_drive_token.sh
 else
 dump: ## 백업 덤프 생성
-	DUMP_SERVICES="$(DUMP_SERVICES)" DUMP_MODE="$(DUMP_MODE)" BACKUP="$(BACKUP)" BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump.sh
+	DUMP_SERVICES="$(DUMP_SERVICES)" DUMP_DATASET="$(DUMP_DATASET)" DUMP_MODE="$(DUMP_MODE)" BACKUP="$(BACKUP)" BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump.sh
+
+filter-personnel-dump: ## 전체 백업에서 personnel dataset 백업 추출
+	$(MAKE) --no-print-directory ensure-restore-containers RESTORE_SERVICES="$(FILTER_SERVICES)" CONFIRM_RESTORE=baron-sso
+	BACKUP="$(BACKUP)" OUTPUT_BACKUP="$(OUTPUT_BACKUP)" FILTER_SERVICES="$(FILTER_SERVICES)" scripts/backup/filter_personnel_dump.sh
 
 restore: ensure-restore-containers ## 백업 덤프 복구
-	RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" ALLOW_NON_EMPTY_RESTORE="$(ALLOW_NON_EMPTY_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore.sh
+	RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" RESTORE_DATASET="$(RESTORE_DATASET)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" ALLOW_NON_EMPTY_RESTORE="$(ALLOW_NON_EMPTY_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore.sh
 
 dump-verify: ## 백업 덤프 검증
 	BACKUP="$(BACKUP)" scripts/backup/verify-dump.sh
@@ -353,7 +365,7 @@ dump-list: ## 사용 가능한 백업 덤프 목록 조회
 	BACKUP_ROOT="$(BACKUP_ROOT)" scripts/backup/dump-list.sh
 
 restore-plan: ## 복구 실행 계획 출력
-	RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore-plan.sh
+	RESTORE_INPUT="$(RESTORE_INPUT)" BACKUP="$(BACKUP)" DUMP_FILE="$(DUMP_FILE)" RESTORE_SERVICES="$(RESTORE_SERVICES)" RESTORE_DATASET="$(RESTORE_DATASET)" CONFIRM_RESTORE="$(CONFIRM_RESTORE)" RESTORE_REPORT="$(RESTORE_REPORT)" scripts/backup/restore-plan.sh
 
 upload-cloud: ## 백업 덤프 클라우드 업로드
 	$(if $(WORKS_DRIVE_DRY_RUN),WORKS_DRIVE_DRY_RUN="$(WORKS_DRIVE_DRY_RUN)" )$(if $(WORKS_DRIVE_AUTH_MODE),WORKS_DRIVE_AUTH_MODE="$(WORKS_DRIVE_AUTH_MODE)" )BACKUP="$(BACKUP)" scripts/backup/upload_cloud.sh
diff --git a/docs/personnel-dataset-backup-staging-restore-design-2026-06-22.md b/docs/personnel-dataset-backup-staging-restore-design-2026-06-22.md
new file mode 100644
index 00000000..2506a496
--- /dev/null
+++ b/docs/personnel-dataset-backup-staging-restore-design-2026-06-22.md
@@ -0,0 +1,225 @@
+# Production Personnel Dataset Backup and Staging Restore Design
+
+## Estimate Time
+
+Estimate Time: 2.5d
+
+## 목적
+
+프로덕션의 "인력정보" 관련 데이터만 주기적으로 백업하고, 스테이징에 복구해 운영 데이터에 가까운 검증 환경을 구축한다. 이 기능은 재해 복구용 full backup이 아니라 staging rehearsal용 논리 데이터셋 이관 기능이다.
+
+기존 `make dump`/`make restore`는 저장소 단위 full backup을 목표로 한다. 이번 기능은 Hydra와 RP 정보를 제외해야 하므로 저장소 단위 필터인 `DUMP_SERVICES=postgres,ory-postgres`만으로는 충분하지 않다. 별도의 dataset profile을 두어 테이블/행/민감값을 명시적으로 제한해야 한다.
+
+## 정책 전제
+
+- Ory Stack은 identity, authorization, OAuth/OIDC 상태의 SoT다.
+- Backend DB의 `users`는 Ory에 저장되지 않거나 Ory API만으로 조회하기 어려운 Baron 운영 read model이다.
+- Hydra client, consent, token/session state와 Baron RP metadata는 이번 데이터셋 대상이 아니다.
+- staging restore는 운영 복구가 아니므로 production credential/session을 그대로 들고 오지 않는다.
+- Wiki는 사용 중이지만, 정책 업데이트 초안은 `docs/` 문서로 남기고 사람이 검토 후 Wiki에 반영한다.
+
+## 제안 인터페이스
+
+기존 백업 명령을 유지하면서 dataset profile을 추가한다.
+
+```bash
+make dump DUMP_SERVICES=postgres,ory-postgres DUMP_DATASET=personnel DUMP_MODE=maintenance
+make restore RESTORE_SERVICES=postgres,ory-postgres RESTORE_DATASET=personnel CONFIRM_RESTORE=baron-sso
+make restore-plan RESTORE_DATASET=personnel BACKUP=backups/baron-sso-backup-YYYYMMDD-HHMMSSZ
+```
+
+운영 자동화에서는 production에서 full backup만 만들고, staging에서 받은 full backup을 personnel dataset으로 필터링한 뒤 복구한다.
+
+```bash
+# Production
+make dump DUMP_SERVICES=all DUMP_MODE=maintenance
+
+# Staging
+make filter-personnel-dump \
+  BACKUP=backups/prod-full-backup-YYYYMMDD-HHMMSSZ \
+  OUTPUT_BACKUP=backups/prod-personnel-filtered-YYYYMMDD-HHMMSSZ
+
+make restore \
+  BACKUP=backups/prod-personnel-filtered-YYYYMMDD-HHMMSSZ \
+  RESTORE_DATASET=personnel \
+  RESTORE_SERVICES=postgres \
+  CONFIRM_RESTORE=baron-sso
+```
+
+`filter-personnel-dump`는 full backup의 `baron.dump`, `ory_kratos.dump`, `ory_keto.dump`를 staging scratch DB에 일시 복원한 뒤 `personnel` JSONL dataset을 생성한다. Hydra dump와 RP metadata는 filtered backup에 복사하지 않는다.
+
+추가 환경 변수:
+
+| 변수 | 기본값 | 의미 |
+| --- | --- | --- |
+| `DUMP_DATASET` | `full` | `full`은 기존 동작, `personnel`은 인력정보 논리 데이터셋 |
+| `RESTORE_DATASET` | manifest 기준 | 복구할 dataset profile |
+| `FILTER_SERVICES` | `postgres,ory-postgres` | full backup에서 personnel dataset으로 필터링할 서비스 범위 |
+| `OUTPUT_BACKUP` | empty | `filter-personnel-dump`의 personnel dataset 출력 경로 |
+| `PERSONNEL_TENANT_ROOT_SLUGS` | empty | 비어 있으면 전체 인력정보, 값이 있으면 지정 tenant root 하위만 |
+| `PERSONNEL_INCLUDE_KRATOS_IDENTITIES` | `true` | staging 로그인/subject 일치 검증이 필요할 때 Kratos identity subset 포함 |
+| `PERSONNEL_RESET_CREDENTIALS` | `true` | Kratos credential/session을 production 그대로 복구하지 않도록 강제 |
+| `PERSONNEL_INCLUDE_WORKSMOBILE_MAPPING` | `true` | WORKS externalKey 비교와 조직도 검증용 mapping 포함 |
+| `PERSONNEL_INCLUDE_OUTBOX` | `false` | queue state는 기본 제외, 장애 재현 시에만 별도 허용 |
+
+`DUMP_DATASET=personnel`은 `DUMP_SERVICES=all`에서도 Hydra DB와 RP metadata를 포함하지 않도록 내부적으로 차단한다. 사용자가 `DUMP_DATASET=personnel DUMP_SERVICES=ory-postgres`를 지정해도 `ory_hydra` dump는 생성하지 않는다.
+
+## 백업 산출물 구조
+
+```text
+baron-sso-backup-YYYYMMDD-HHMMSSZ/
+  manifest.json
+  checksums.sha256
+  datasets/
+    personnel/
+      dataset-manifest.json
+      postgres/
+        users.jsonl
+        user_login_ids.jsonl
+        tenants.jsonl
+        tenant_domains.jsonl
+        user_groups.jsonl
+        worksmobile_resource_mappings.jsonl
+      ory_kratos/
+        identities.jsonl
+        identity_credentials.reset-plan.jsonl
+      ory_keto/
+        relation_tuples.jsonl
+      reports/
+        row-counts.json
+        exclusions.json
+        restore-plan.md
+```
+
+`personnel` dataset은 `pg_dump -Fc`만으로 만들지 않는다. 행 필터, 민감값 제거, RP/Hydra 제외를 안전하게 보장하려면 `COPY (SELECT ...) TO STDOUT` 또는 `psql` JSONL export를 사용한다. full backup은 기존 `postgres/baron.dump`, `postgres/ory_*.dump` 형식을 그대로 유지한다.
+
+## 포함 범위
+
+### Baron Postgres 포함
+
+| 테이블/데이터 | 포함 이유 | 처리 |
+| --- | --- | --- |
+| `users` | 인력 기본 정보, 상태, 조직 표시 read model | 포함. `relying_party_id`는 null 처리 또는 제외 검증 |
+| `user_login_ids` | 사번/로그인 ID 등 인력 식별자 | 포함 |
+| `tenants` | 회사/조직/사용자 그룹 계층 | `COMPANY_GROUP`, `COMPANY`, `ORGANIZATION`, `USER_GROUP` 중심 포함 |
+| `tenant_domains` | 회사 도메인 기반 소속 판단 | 포함 |
+| `user_groups` | 조직도/부서 계층 | 포함 |
+| `worksmobile_resource_mappings` | WORKS externalKey 기반 비교/동기화 기준 | `USER`, `ORGUNIT`만 포함 |
+
+### Ory Kratos 포함
+
+`PERSONNEL_INCLUDE_KRATOS_IDENTITIES=true`일 때만 포함한다.
+
+- `identities`: subject UUID와 traits 기반 식별을 위해 포함한다.
+- credential/session/recovery/verifiable address는 production 값을 그대로 복구하지 않는다.
+- restore 단계에서 staging용 임시 credential 정책 또는 password reset-required 상태를 만든다.
+- Kratos DB 직접 조작은 일반 write path가 아니므로 maintenance guard와 별도 확인값을 요구한다.
+
+### Ory Keto 포함
+
+- 사용자, tenant, user group membership/ownership 관계 tuple만 포함한다.
+- RP namespace 또는 RP object를 참조하는 tuple은 제외한다.
+- restore 후 Keto relation tuple subject/object가 복구된 user/tenant/group만 참조하는지 검증한다.
+
+## 제외 범위
+
+| 제외 대상 | 이유 |
+| --- | --- |
+| Hydra DB 전체 | OAuth2 client, consent, token/session은 staging RP 상태를 오염시킬 수 있음 |
+| Baron RP metadata | 사용자가 명시한 비대상이며 staging RP 설정은 별도 관리 대상 |
+| `rp_user_metadata` | RP별 custom claim 데이터라 personnel 공통 데이터가 아님 |
+| `client_consents` | Hydra/RP consent read model 성격 |
+| API key/client secret류 | staging secret과 충돌 위험 |
+| audit/clickhouse logs | 인력정보 환경 구축의 필수 원장이 아님 |
+| `worksmobile_outbox` | 큐 처리 상태라 반복 restore 시 중복 작업 위험 |
+| Redis | 휘발성 cache/session |
+
+## Restore 전략
+
+staging restore는 DB 전체 drop/restore가 아니라 scoped replace 방식으로 설계한다.
+
+1. restore 전 `restore-plan`을 생성해 포함/제외 테이블, row count, tenant scope, Hydra/RP exclusion을 표시한다.
+2. backend worker, WORKS relay, Keto outbox relay를 중지한다.
+3. dataset을 staging scratch schema 또는 임시 DB에 적재한다.
+4. row count, foreign key, soft-delete, tenant hierarchy, user-login collision을 검증한다.
+5. staging의 Hydra/RP 관련 테이블과 설정은 건드리지 않는다.
+6. Baron personnel tables를 dependency order에 따라 replace/upsert한다.
+7. Kratos identity subset을 포함한 경우 production credential/session을 제거하고 staging credential policy를 적용한다.
+8. Keto personnel tuple만 replace/upsert하고 RP tuple은 보존한다.
+9. `restore-verify`에서 다음 항목을 검증한다.
+
+검증 항목:
+
+- `users.id`와 Kratos `identities.id` 일치 여부
+- `user_login_ids.user_id`, `tenant_id` 참조 무결성
+- `tenants.parent_id`, `user_groups.parent_id` 계층 무결성
+- `users.relying_party_id`가 남아 있지 않은지
+- `rp_user_metadata`, Hydra dump 파일, Hydra restore step이 생성되지 않았는지
+- Keto tuple이 복구 대상 user/tenant/group만 참조하는지
+- WORKS mapping의 Baron resource 참조가 존재하는지
+
+## 구현 위치
+
+제안 파일:
+
+- `scripts/backup/lib/dataset.sh`: dataset profile validation과 공통 manifest helper
+- `scripts/backup/lib/personnel_dataset.sh`: personnel export/import SQL, exclusion guard
+- `scripts/backup/dump.sh`: `DUMP_DATASET` 분기 추가
+- `scripts/backup/restore.sh`: `RESTORE_DATASET` 분기와 scoped restore 추가
+- `scripts/backup/restore-plan.sh`: dataset restore plan 출력
+- `scripts/backup/lib/report.sh`: dataset row-count/exclusion report 표시
+- `Makefile`: `DUMP_DATASET`, `RESTORE_DATASET`, `PERSONNEL_*` 변수 전달
+
+## 테스트 계획
+
+구현 전 RED 테스트를 먼저 추가한다.
+
+1. `test/personnel_dataset_backup_policy_test.sh`
+   - `DUMP_DATASET=personnel` dry-run 또는 fixture run에서 Hydra dump가 계획되지 않는지 확인한다.
+   - `rp_user_metadata`, `client_consents`, `relying_parties` 계열 데이터가 dataset manifest에 포함되지 않는지 확인한다.
+   - unknown dataset profile을 거부하는지 확인한다.
+
+2. `test/personnel_dataset_restore_policy_test.sh`
+   - `RESTORE_DATASET=personnel`이 `CONFIRM_RESTORE=baron-sso` 없이 실패하는지 확인한다.
+   - restore-plan에 포함/제외 테이블과 credential reset policy가 표시되는지 확인한다.
+   - non-empty target guard와 scoped restore guard가 동시에 동작하는지 확인한다.
+
+3. `scripts/backup/lib/personnel_dataset.sh` 단위 shell test
+   - tenant root scope가 있을 때 users/tenants/user_groups 쿼리가 같은 scope로 제한되는지 확인한다.
+   - `PERSONNEL_INCLUDE_OUTBOX=false` 기본값에서 outbox가 제외되는지 확인한다.
+
+4. 통합 테스트
+   - fixture Postgres에 users/tenants/RP/Hydra 유사 데이터를 넣는다.
+   - personnel dataset dump를 실행한다.
+   - 빈 staging fixture DB에 restore한다.
+   - 인력정보는 들어오고 Hydra/RP/consent/custom claim 데이터는 남지 않는지 검증한다.
+
+5. E2E 또는 smoke
+   - staging restore 후 AdminFront/User list와 OrgFront 조직도 조회가 정상인지 확인한다.
+   - 화면 변화가 있는 기능은 아니므로 스냅샷 업로드는 구현 범위에서 제외한다. 단, 복구 후 조직도 화면 검증이 필요하면 별도 E2E 이슈로 분리한다.
+
+## 위험과 결정 필요 사항
+
+1. Kratos identity 포함 여부
+   - 포함하면 staging에서 production과 같은 subject UUID로 검증할 수 있다.
+   - 대신 credential/session 민감값 제거가 필수이고, Kratos DB maintenance 예외 정책을 문서화해야 한다.
+   - 제외하면 인력/조직 화면은 검증 가능하지만 실제 로그인 subject 일치 검증은 제한된다.
+
+2. restore 방식
+   - table replace는 단순하지만 staging 고유 사용자와 충돌할 수 있다.
+   - upsert는 staging 고유 데이터 보존에 유리하지만 삭제/퇴사 반영 정책이 복잡해진다.
+   - 기본안은 `PERSONNEL_RESTORE_MODE=replace-scoped`로 두고, staging 고유 tenant slug allowlist는 보호한다.
+
+3. WORKS mapping 포함 여부
+   - externalKey 비교를 위해 포함하는 것이 좋다.
+   - outbox는 중복 실행 위험이 있어 기본 제외가 맞다.
+
+## 구현 순서
+
+1. Gitea 이슈에 본 설계와 테스트 RED 계획을 등록한다.
+2. RED 테스트를 먼저 추가하고 실패를 확인한다.
+3. dataset profile validation과 manifest/exclusion guard를 구현한다.
+4. Baron Postgres personnel export/import를 구현한다.
+5. Kratos/Keto subset 처리는 guard와 reset policy를 먼저 구현한 뒤 활성화한다.
+6. `make restore-plan`, report, verification을 보강한다.
+7. 테스트 통과 후 문서와 Wiki 반영 필요 여부를 검토한다.
diff --git a/scripts/backup/dump.sh b/scripts/backup/dump.sh
index 8ad7cfed..029a692c 100755
--- a/scripts/backup/dump.sh
+++ b/scripts/backup/dump.sh
@@ -8,15 +8,17 @@ source "$script_dir/lib/postgres.sh"
 source "$script_dir/lib/clickhouse.sh"
 source "$script_dir/lib/config.sh"
 source "$script_dir/lib/report.sh"
+source "$script_dir/lib/personnel_dataset.sh"
 
 repo_root="$(backup_repo_root)"
 services="$(normalize_service_filter "${DUMP_SERVICES:-all}")"
+dataset="$(normalize_dataset_profile "${DUMP_DATASET:-full}")"
 mode="${DUMP_MODE:-maintenance}"
 backup_root="${BACKUP_ROOT:-$repo_root/backups}"
 backup_dir="${BACKUP:-$backup_root/baron-sso-backup-$(backup_timestamp)}"
 
 mkdir -p "$backup_dir/reports"
-create_manifest "$backup_dir" "$mode" "$services"
+create_manifest "$backup_dir" "$mode" "$services" "$dataset"
 service_timings_json="[]"
 
 run_backup_step() {
@@ -40,26 +42,31 @@ run_backup_step() {
 
 backup_log "Creating backup at $backup_dir"
 backup_log "Backup mode: $mode"
+backup_log "Dataset: $dataset"
 backup_log "Services: $services"
 
-if service_enabled postgres "$services"; then
-  run_backup_step postgres dump_baron_postgres "$backup_dir"
-fi
+if [[ "$dataset" == "personnel" ]]; then
+  run_backup_step personnel dump_personnel_dataset "$backup_dir" "$services"
+else
+  if service_enabled postgres "$services"; then
+    run_backup_step postgres dump_baron_postgres "$backup_dir"
+  fi
 
-if service_enabled ory-postgres "$services"; then
-  run_backup_step ory-postgres dump_ory_postgres "$backup_dir"
-fi
+  if service_enabled ory-postgres "$services"; then
+    run_backup_step ory-postgres dump_ory_postgres "$backup_dir"
+  fi
 
-if service_enabled clickhouse "$services"; then
-  run_backup_step clickhouse dump_baron_clickhouse "$backup_dir"
-fi
+  if service_enabled clickhouse "$services"; then
+    run_backup_step clickhouse dump_baron_clickhouse "$backup_dir"
+  fi
 
-if service_enabled ory-clickhouse "$services"; then
-  run_backup_step ory-clickhouse dump_ory_clickhouse "$backup_dir"
-fi
+  if service_enabled ory-clickhouse "$services"; then
+    run_backup_step ory-clickhouse dump_ory_clickhouse "$backup_dir"
+  fi
 
-if service_enabled config "$services"; then
-  run_backup_step config dump_config_snapshot "$backup_dir"
+  if service_enabled config "$services"; then
+    run_backup_step config dump_config_snapshot "$backup_dir"
+  fi
 fi
 
 write_backup_markdown_report "$backup_dir" "succeeded" "$services" "$service_timings_json"
diff --git a/scripts/backup/filter_personnel_dump.sh b/scripts/backup/filter_personnel_dump.sh
new file mode 100755
index 00000000..cb5b5fb5
--- /dev/null
+++ b/scripts/backup/filter_personnel_dump.sh
@@ -0,0 +1,106 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+source "$script_dir/lib/common.sh"
+source "$script_dir/lib/manifest.sh"
+source "$script_dir/lib/postgres.sh"
+source "$script_dir/lib/config.sh"
+source "$script_dir/lib/report.sh"
+source "$script_dir/lib/personnel_dataset.sh"
+
+repo_root="$(backup_repo_root)"
+source_backup="${BACKUP:-${RESTORE_INPUT:-${FILE_PATH:-}}}"
+services="$(normalize_service_filter "${FILTER_SERVICES:-postgres,ory-postgres}")"
+output_backup="${OUTPUT_BACKUP:-$repo_root/backups/baron-sso-personnel-filtered-$(backup_timestamp)}"
+scratch_suffix="$(date -u '+%Y%m%d%H%M%S')_$$"
+scratch_baron="baron_personnel_filter_${scratch_suffix}"
+scratch_kratos="ory_kratos_personnel_filter_${scratch_suffix}"
+scratch_keto="ory_keto_personnel_filter_${scratch_suffix}"
+
+cleanup_filter_scratch() {
+  if [[ -n "${scratch_baron:-}" ]]; then
+    docker exec -e "PGPASSWORD=${DB_PASSWORD:-password}" baron_postgres \
+      psql -U "${DB_USER:-baron}" -d postgres -v ON_ERROR_STOP=1 \
+      -c "drop database if exists ${scratch_baron} with (force)" >/dev/null 2>&1 || true
+  fi
+  if [[ -n "${scratch_kratos:-}" || -n "${scratch_keto:-}" ]]; then
+    docker exec -e "PGPASSWORD=${ORY_POSTGRES_PASSWORD:-secret}" ory_postgres \
+      psql -U "${ORY_POSTGRES_USER:-ory}" -d postgres -v ON_ERROR_STOP=1 \
+      -c "drop database if exists ${scratch_kratos} with (force)" \
+      -c "drop database if exists ${scratch_keto} with (force)" >/dev/null 2>&1 || true
+  fi
+}
+
+trap cleanup_filter_scratch EXIT
+
+quote_pg_database() {
+  local raw="$1"
+  printf '"%s"' "${raw//\"/\"\"}"
+}
+
+create_scratch_database() {
+  local container="$1"
+  local user="$2"
+  local password="$3"
+  local database="$4"
+  local database_ident
+
+  database_ident="$(quote_pg_database "$database")"
+  docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d postgres -v ON_ERROR_STOP=1 \
+    -c "drop database if exists ${database_ident} with (force)" \
+    -c "create database ${database_ident}"
+}
+
+restore_custom_dump_to_scratch() {
+  local container="$1"
+  local user="$2"
+  local password="$3"
+  local database="$4"
+  local dump_path="$5"
+
+  backup_require_path "$dump_path"
+  docker exec -i -e "PGPASSWORD=$password" "$container" \
+    pg_restore -U "$user" -d "$database" --clean --if-exists <"$dump_path"
+}
+
+[[ -n "$source_backup" ]] || backup_die "BACKUP is required. Example: make filter-personnel-dump BACKUP=backups/full OUTPUT_BACKUP=backups/personnel"
+backup_require_path "$source_backup/manifest.json"
+backup_require_command docker
+backup_require_container baron_postgres
+backup_require_container ory_postgres
+
+if [[ "$(jq -r '.dataset // "full"' "$source_backup/manifest.json")" == "personnel" ]]; then
+  backup_die "source BACKUP is already a personnel dataset: $source_backup"
+fi
+
+backup_log "Filtering personnel dataset from full backup: $source_backup"
+backup_log "Output backup: $output_backup"
+backup_log "Services: $services"
+
+mkdir -p "$output_backup/reports"
+create_manifest "$output_backup" "filtered-from-full" "$services" "personnel"
+write_personnel_dataset_manifest "$output_backup" "$services"
+
+if service_enabled postgres "$services"; then
+  backup_log "Restoring Baron full dump to scratch DB: $scratch_baron"
+  create_scratch_database baron_postgres "${DB_USER:-baron}" "${DB_PASSWORD:-password}" "$scratch_baron"
+  restore_custom_dump_to_scratch baron_postgres "${DB_USER:-baron}" "${DB_PASSWORD:-password}" "$scratch_baron" "$source_backup/postgres/baron.dump"
+  DB_NAME="$scratch_baron" dump_personnel_baron_postgres "$output_backup"
+fi
+
+if service_enabled ory-postgres "$services"; then
+  backup_log "Restoring Kratos/Keto full dumps to scratch DBs: $scratch_kratos, $scratch_keto"
+  create_scratch_database ory_postgres "${ORY_POSTGRES_USER:-ory}" "${ORY_POSTGRES_PASSWORD:-secret}" "$scratch_kratos"
+  create_scratch_database ory_postgres "${ORY_POSTGRES_USER:-ory}" "${ORY_POSTGRES_PASSWORD:-secret}" "$scratch_keto"
+  restore_custom_dump_to_scratch ory_postgres "${ORY_POSTGRES_USER:-ory}" "${ORY_POSTGRES_PASSWORD:-secret}" "$scratch_kratos" "$source_backup/postgres/${KRATOS_DB:-ory_kratos}.dump"
+  restore_custom_dump_to_scratch ory_postgres "${ORY_POSTGRES_USER:-ory}" "${ORY_POSTGRES_PASSWORD:-secret}" "$scratch_keto" "$source_backup/postgres/${KETO_DB:-ory_keto}.dump"
+  KRATOS_DB="$scratch_kratos" KETO_DB="$scratch_keto" dump_personnel_ory_postgres "$output_backup"
+fi
+
+write_backup_markdown_report "$output_backup" "succeeded" "$services" "[]"
+backup_checksum_file "$output_backup"
+BACKUP="$output_backup" "$script_dir/verify-dump.sh"
+
+backup_log "Personnel filtered backup complete: $output_backup"
diff --git a/scripts/backup/lib/common.sh b/scripts/backup/lib/common.sh
index e9917376..0908cdf9 100644
--- a/scripts/backup/lib/common.sh
+++ b/scripts/backup/lib/common.sh
@@ -1,6 +1,7 @@
 #!/usr/bin/env bash
 
 BACKUP_SUPPORTED_SERVICES="postgres ory-postgres clickhouse ory-clickhouse config"
+BACKUP_SUPPORTED_DATASETS="full personnel"
 
 backup_repo_root() {
   if [[ -n "${BACKUP_REPO_ROOT:-}" ]]; then
@@ -65,6 +66,18 @@ normalize_service_filter() {
   printf '%s\n' "$normalized"
 }
 
+normalize_dataset_profile() {
+  local raw="${1:-full}"
+
+  [[ -n "$raw" ]] || raw="full"
+  if ! grep -qw -- "$raw" <<<"$BACKUP_SUPPORTED_DATASETS"; then
+    backup_die "unknown backup dataset: $raw"
+    return 1
+  fi
+
+  printf '%s\n' "$raw"
+}
+
 service_enabled() {
   local service="$1"
   local services="$2"
diff --git a/scripts/backup/lib/manifest.sh b/scripts/backup/lib/manifest.sh
index c67a83ae..6e97129c 100644
--- a/scripts/backup/lib/manifest.sh
+++ b/scripts/backup/lib/manifest.sh
@@ -4,11 +4,17 @@ create_manifest() {
   local backup_dir="$1"
   local mode="$2"
   local services="$3"
+  local dataset="${4:-full}"
   local repo_root
   local created_at
   local git_commit
   local service
   local first=1
+  local environment_scope="same-env-only"
+
+  if [[ "$dataset" == "personnel" ]]; then
+    environment_scope="staging-rehearsal"
+  fi
 
   repo_root="$(backup_repo_root)"
   created_at="$(backup_utc_now)"
@@ -20,7 +26,8 @@ create_manifest() {
     printf '  "created_at": "%s",\n' "$created_at"
     printf '  "git_commit": "%s",\n' "$git_commit"
     printf '  "mode": "%s",\n' "$mode"
-    printf '  "environment_scope": "same-env-only",\n'
+    printf '  "dataset": "%s",\n' "$dataset"
+    printf '  "environment_scope": "%s",\n' "$environment_scope"
     printf '  "services": ['
     for service in $services; do
       if [[ "$first" -eq 1 ]]; then
diff --git a/scripts/backup/lib/personnel_dataset.sh b/scripts/backup/lib/personnel_dataset.sh
new file mode 100644
index 00000000..77dc3c08
--- /dev/null
+++ b/scripts/backup/lib/personnel_dataset.sh
@@ -0,0 +1,367 @@
+#!/usr/bin/env bash
+
+personnel_dataset_dir() {
+  local backup_dir="$1"
+  printf '%s\n' "$backup_dir/datasets/personnel"
+}
+
+write_personnel_dataset_manifest() {
+  local backup_dir="$1"
+  local services="$2"
+  local dataset_dir
+  local reports_dir
+  local include_kratos
+  local reset_credentials
+  local include_worksmobile_mapping
+  local include_outbox
+  local tenant_roots
+
+  dataset_dir="$(personnel_dataset_dir "$backup_dir")"
+  reports_dir="$dataset_dir/reports"
+  include_kratos="${PERSONNEL_INCLUDE_KRATOS_IDENTITIES:-true}"
+  reset_credentials="${PERSONNEL_RESET_CREDENTIALS:-true}"
+  include_worksmobile_mapping="${PERSONNEL_INCLUDE_WORKSMOBILE_MAPPING:-true}"
+  include_outbox="${PERSONNEL_INCLUDE_OUTBOX:-false}"
+  tenant_roots="${PERSONNEL_TENANT_ROOT_SLUGS:-}"
+
+  mkdir -p "$reports_dir"
+  jq -n \
+    --arg dataset "personnel" \
+    --arg services "$services" \
+    --arg tenant_roots "$tenant_roots" \
+    --arg include_kratos "$include_kratos" \
+    --arg reset_credentials "$reset_credentials" \
+    --arg include_worksmobile_mapping "$include_worksmobile_mapping" \
+    --arg include_outbox "$include_outbox" \
+    '{
+      dataset: $dataset,
+      format_version: "1",
+      services: ($services | split(" ") | map(select(length > 0))),
+      scope: {
+        tenant_root_slugs: (if $tenant_roots == "" then [] else ($tenant_roots | split(",") | map(gsub("^\\s+|\\s+$"; ""))) end)
+      },
+      included: {
+        baron_postgres_tables: [
+          "public.tenants",
+          "public.tenant_domains",
+          "public.user_groups",
+          "public.users",
+          "public.user_login_ids",
+          "public.worksmobile_resource_mappings"
+        ],
+        ory_kratos_tables: (if $include_kratos == "true" then ["public.identities"] else [] end),
+        ory_keto_tables: ["public.keto_relation_tuples"]
+      },
+      excluded: {
+        databases: ["ory_hydra"],
+        tables: [
+          "public.relying_parties",
+          "public.rp_user_metadata",
+          "public.client_consents",
+          "public.client_secrets",
+          "public.api_keys",
+          "public.worksmobile_outboxes"
+        ],
+        volatile: ["redis", "sessions", "oauth2_tokens", "audit_logs"]
+      },
+      restore_policy: {
+        reset_credentials: ($reset_credentials == "true"),
+        include_worksmobile_mapping: ($include_worksmobile_mapping == "true"),
+        include_outbox: ($include_outbox == "true"),
+        hydra_restore: false,
+        rp_metadata_restore: false,
+        default_mode: "replace-dataset-rows"
+      }
+    }' >"$dataset_dir/dataset-manifest.json"
+}
+
+personnel_psql_jsonl() {
+  local container="$1"
+  local user="$2"
+  local password="$3"
+  local database="$4"
+  local sql="$5"
+  local output_file="$6"
+
+  docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -At -v ON_ERROR_STOP=1 -c "$sql" \
+    >"$output_file"
+}
+
+personnel_write_count() {
+  local report_file="$1"
+  local key="$2"
+  local file_path="$3"
+  local count
+
+  if [[ -f "$file_path" ]]; then
+    count="$(wc -l <"$file_path" | tr -d '[:space:]')"
+  else
+    count="0"
+  fi
+  printf '%s:%s\n' "$key" "$count" >>"$report_file"
+}
+
+dump_personnel_baron_postgres() {
+  local backup_dir="$1"
+  local db_user="${DB_USER:-baron}"
+  local db_password="${DB_PASSWORD:-password}"
+  local db_name="${DB_NAME:-baron_sso}"
+  local dataset_dir
+  local output_dir
+  local report_file
+
+  backup_require_command docker
+  backup_require_container baron_postgres
+
+  dataset_dir="$(personnel_dataset_dir "$backup_dir")"
+  output_dir="$dataset_dir/postgres"
+  report_file="$dataset_dir/reports/row-counts.txt"
+  mkdir -p "$output_dir" "$dataset_dir/reports"
+  : >"$report_file"
+
+  backup_log "Dumping personnel Baron Postgres dataset: $db_name"
+  personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+    "select to_jsonb(t)::text from public.tenants t order by t.id" \
+    "$output_dir/tenants.jsonl"
+  personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+    "select to_jsonb(t)::text from public.tenant_domains t order by t.id" \
+    "$output_dir/tenant_domains.jsonl"
+  personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+    "select to_jsonb(t)::text from public.user_groups t order by t.id" \
+    "$output_dir/user_groups.jsonl"
+  personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+    "select (to_jsonb(t) - 'password_hash' - 'relying_party_id' || jsonb_build_object('relying_party_id', null))::text from public.users t order by t.id" \
+    "$output_dir/users.jsonl"
+  personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+    "select to_jsonb(t)::text from public.user_login_ids t order by t.id" \
+    "$output_dir/user_login_ids.jsonl"
+
+  if [[ "${PERSONNEL_INCLUDE_WORKSMOBILE_MAPPING:-true}" == "true" ]]; then
+    personnel_psql_jsonl baron_postgres "$db_user" "$db_password" "$db_name" \
+      "select to_jsonb(t)::text from public.worksmobile_resource_mappings t where t.baron_resource_type in ('USER', 'ORGUNIT') order by t.id" \
+      "$output_dir/worksmobile_resource_mappings.jsonl"
+  else
+    : >"$output_dir/worksmobile_resource_mappings.jsonl"
+  fi
+
+  personnel_write_count "$report_file" "public.tenants" "$output_dir/tenants.jsonl"
+  personnel_write_count "$report_file" "public.tenant_domains" "$output_dir/tenant_domains.jsonl"
+  personnel_write_count "$report_file" "public.user_groups" "$output_dir/user_groups.jsonl"
+  personnel_write_count "$report_file" "public.users" "$output_dir/users.jsonl"
+  personnel_write_count "$report_file" "public.user_login_ids" "$output_dir/user_login_ids.jsonl"
+  personnel_write_count "$report_file" "public.worksmobile_resource_mappings" "$output_dir/worksmobile_resource_mappings.jsonl"
+}
+
+dump_personnel_ory_postgres() {
+  local backup_dir="$1"
+  local db_user="${ORY_POSTGRES_USER:-ory}"
+  local db_password="${ORY_POSTGRES_PASSWORD:-secret}"
+  local kratos_db="${KRATOS_DB:-ory_kratos}"
+  local keto_db="${KETO_DB:-ory_keto}"
+  local dataset_dir
+  local report_file
+
+  backup_require_command docker
+  backup_require_container ory_postgres
+
+  dataset_dir="$(personnel_dataset_dir "$backup_dir")"
+  report_file="$dataset_dir/reports/row-counts.txt"
+  mkdir -p "$dataset_dir/ory_kratos" "$dataset_dir/ory_keto" "$dataset_dir/reports"
+
+  if [[ "${PERSONNEL_INCLUDE_KRATOS_IDENTITIES:-true}" == "true" ]]; then
+    backup_log "Dumping personnel Kratos identity subset: $kratos_db"
+    personnel_psql_jsonl ory_postgres "$db_user" "$db_password" "$kratos_db" \
+      "select (to_jsonb(i) - 'metadata_admin')::text from public.identities i order by i.id" \
+      "$dataset_dir/ory_kratos/identities.jsonl"
+  else
+    : >"$dataset_dir/ory_kratos/identities.jsonl"
+  fi
+  jq -n '{policy:"reset_credentials", credentials:[]}' >"$dataset_dir/ory_kratos/identity_credentials.reset-plan.jsonl"
+
+  backup_log "Dumping personnel Keto relation tuple subset: $keto_db"
+  personnel_psql_jsonl ory_postgres "$db_user" "$db_password" "$keto_db" \
+    "select to_jsonb(t)::text from public.keto_relation_tuples t where t.namespace <> 'RelyingParty' and coalesce(t.subject_set_namespace, '') <> 'RelyingParty' order by t.namespace, t.object, t.relation, t.subject_id" \
+    "$dataset_dir/ory_keto/relation_tuples.jsonl"
+
+  personnel_write_count "$report_file" "public.identities" "$dataset_dir/ory_kratos/identities.jsonl"
+  personnel_write_count "$report_file" "public.keto_relation_tuples" "$dataset_dir/ory_keto/relation_tuples.jsonl"
+}
+
+dump_personnel_dataset() {
+  local backup_dir="$1"
+  local services="$2"
+
+  write_personnel_dataset_manifest "$backup_dir" "$services"
+  if service_enabled postgres "$services"; then
+    dump_personnel_baron_postgres "$backup_dir"
+  fi
+  if service_enabled ory-postgres "$services"; then
+    dump_personnel_ory_postgres "$backup_dir"
+  fi
+  if service_enabled config "$services"; then
+    dump_config_snapshot "$backup_dir"
+  fi
+}
+
+personnel_dataset_manifest_path() {
+  local backup_dir="$1"
+  printf '%s\n' "$backup_dir/datasets/personnel/dataset-manifest.json"
+}
+
+restore_personnel_plan_policy_json() {
+  local backup_dir="$1"
+  local manifest_path
+
+  manifest_path="$(personnel_dataset_manifest_path "$backup_dir")"
+  if [[ -f "$manifest_path" ]]; then
+    jq -c '{dataset, included, excluded, restore_policy, scope}' "$manifest_path"
+  else
+    printf '{}\n'
+  fi
+}
+
+personnel_restore_jsonl_id_table() {
+  local container="$1"
+  local user="$2"
+  local password="$3"
+  local database="$4"
+  local table="$5"
+  local input_file="$6"
+  local scratch
+  local columns
+  local updates
+
+  backup_require_path "$input_file"
+  if [[ ! -s "$input_file" ]]; then
+    backup_log "Skipping empty personnel dataset table: public.$table"
+    return 0
+  fi
+
+  scratch="_personnel_restore_${table}_json"
+  columns="$(docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -At -v ON_ERROR_STOP=1 \
+    -c "select string_agg(quote_ident(column_name), ', ' order by ordinal_position) from information_schema.columns where table_schema = 'public' and table_name = '$table'")"
+  updates="$(docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -At -v ON_ERROR_STOP=1 \
+    -c "select string_agg(format('%I = excluded.%I', column_name, column_name), ', ' order by ordinal_position) from information_schema.columns where table_schema = 'public' and table_name = '$table' and column_name <> 'id'")"
+
+  [[ -n "$columns" ]] || backup_die "cannot resolve columns for personnel restore table: public.$table"
+  [[ -n "$updates" ]] || backup_die "cannot resolve update columns for personnel restore table: public.$table"
+
+  backup_log "Restoring personnel dataset table: public.$table"
+  docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -v ON_ERROR_STOP=1 \
+    -c "drop table if exists public.${scratch}" \
+    -c "create table public.${scratch} (line jsonb not null)"
+  docker exec -i -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -v ON_ERROR_STOP=1 \
+    -c "\\copy public.${scratch}(line) from stdin" <"$input_file"
+  docker exec -e "PGPASSWORD=$password" "$container" \
+    psql -U "$user" -d "$database" -v ON_ERROR_STOP=1 \
+    -c "insert into public.${table} (${columns}) select ${columns} from (select (jsonb_populate_record(null::public.${table}, line)).* from public.${scratch}) r on conflict (id) do update set ${updates}" \
+    -c "drop table public.${scratch}"
+}
+
+restore_personnel_baron_postgres() {
+  local backup_dir="$1"
+  local db_user="${DB_USER:-baron}"
+  local db_password="${DB_PASSWORD:-password}"
+  local db_name="${DB_NAME:-baron_sso}"
+  local input_dir
+
+  input_dir="$(personnel_dataset_dir "$backup_dir")/postgres"
+  backup_require_command docker
+  backup_require_container baron_postgres
+
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" tenants "$input_dir/tenants.jsonl"
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" tenant_domains "$input_dir/tenant_domains.jsonl"
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" user_groups "$input_dir/user_groups.jsonl"
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" users "$input_dir/users.jsonl"
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" user_login_ids "$input_dir/user_login_ids.jsonl"
+  personnel_restore_jsonl_id_table baron_postgres "$db_user" "$db_password" "$db_name" worksmobile_resource_mappings "$input_dir/worksmobile_resource_mappings.jsonl"
+}
+
+restore_personnel_keto_relation_tuples() {
+  local backup_dir="$1"
+  local db_user="${ORY_POSTGRES_USER:-ory}"
+  local db_password="${ORY_POSTGRES_PASSWORD:-secret}"
+  local keto_db="${KETO_DB:-ory_keto}"
+  local input_file
+  local scratch="_personnel_restore_keto_relation_tuples_json"
+
+  input_file="$(personnel_dataset_dir "$backup_dir")/ory_keto/relation_tuples.jsonl"
+  backup_require_path "$input_file"
+  if [[ ! -s "$input_file" ]]; then
+    backup_log "Skipping empty personnel Keto relation tuple dataset"
+    return 0
+  fi
+
+  backup_log "Restoring personnel Keto relation tuple subset: $keto_db"
+  docker exec -e "PGPASSWORD=$db_password" ory_postgres \
+    psql -U "$db_user" -d "$keto_db" -v ON_ERROR_STOP=1 \
+    -c "drop table if exists public.${scratch}" \
+    -c "create table public.${scratch} (line jsonb not null)"
+  docker exec -i -e "PGPASSWORD=$db_password" ory_postgres \
+    psql -U "$db_user" -d "$keto_db" -v ON_ERROR_STOP=1 \
+    -c "\\copy public.${scratch}(line) from stdin" <"$input_file"
+  docker exec -e "PGPASSWORD=$db_password" ory_postgres \
+    psql -U "$db_user" -d "$keto_db" -v ON_ERROR_STOP=1 \
+    -c "delete from public.keto_relation_tuples where namespace <> 'RelyingParty' and coalesce(subject_set_namespace, '') <> 'RelyingParty'" \
+    -c "insert into public.keto_relation_tuples select (jsonb_populate_record(null::public.keto_relation_tuples, line)).* from public.${scratch}" \
+    -c "drop table public.${scratch}"
+}
+
+restore_personnel_kratos_identities() {
+  local backup_dir="$1"
+  local db_user="${ORY_POSTGRES_USER:-ory}"
+  local db_password="${ORY_POSTGRES_PASSWORD:-secret}"
+  local kratos_db="${KRATOS_DB:-ory_kratos}"
+  local input_file
+
+  input_file="$(personnel_dataset_dir "$backup_dir")/ory_kratos/identities.jsonl"
+  backup_require_command docker
+  backup_require_container ory_postgres
+  personnel_restore_jsonl_id_table ory_postgres "$db_user" "$db_password" "$kratos_db" identities "$input_file"
+}
+
+restore_personnel_ory_postgres() {
+  local backup_dir="$1"
+
+  restore_personnel_kratos_identities "$backup_dir"
+  restore_personnel_keto_relation_tuples "$backup_dir"
+}
+
+restore_personnel_dataset() {
+  local backup_dir="$1"
+  local services="$2"
+  local report_items=()
+  local item
+
+  backup_require_path "$(personnel_dataset_manifest_path "$backup_dir")"
+
+  if service_enabled postgres "$services"; then
+    restore_personnel_baron_postgres "$backup_dir"
+    item="$(jq -n --arg label "personnel/postgres" --arg status "passed" '{label:$label, status:$status}')"
+    report_items+=("$item")
+  fi
+
+  if service_enabled ory-postgres "$services"; then
+    restore_personnel_ory_postgres "$backup_dir"
+    item="$(jq -n --arg label "personnel/ory-postgres" --arg status "passed" '{label:$label, status:$status}')"
+    report_items+=("$item")
+  fi
+
+  if service_enabled config "$services"; then
+    restore_config_snapshot "$backup_dir"
+    item="$(jq -n --arg label "personnel/config" --arg status "passed" '{label:$label, status:$status}')"
+    report_items+=("$item")
+  fi
+
+  if [[ "${#report_items[@]}" -eq 0 ]]; then
+    target_verification_reports="[]"
+  else
+    target_verification_reports="$(printf '%s\n' "${report_items[@]}" | jq -s '.')"
+  fi
+  target_verification_status="passed"
+}
diff --git a/scripts/backup/lib/report.sh b/scripts/backup/lib/report.sh
index 3f396ac4..fc0e0ccf 100644
--- a/scripts/backup/lib/report.sh
+++ b/scripts/backup/lib/report.sh
@@ -130,6 +130,7 @@ write_restore_markdown_report() {
     "| 입력 유형 | \(.backup_source // "unknown") |",
     "| 백업 경로 | `\(.backup_dir // "")` |",
     "| Dump 파일 | `\(.dump_file // "")` |",
+    "| Dataset | `\(.dataset // "full")` |",
     "| 서비스 | `\(services)` |",
     "",
     "## 검증",
@@ -138,6 +139,9 @@ write_restore_markdown_report() {
     "| --- | --- |",
     "| Dump checksum | \(.verification.dump_checksum // "not_run") |",
     "| 대상 row count | \(.verification.target_row_counts // "not_run") |",
+    (if (.dataset // "full") == "personnel" then
+      "| Personnel exclusions | `\((.restore_policy.excluded.databases // []) | join(", "))` / `\((.restore_policy.excluded.tables // []) | join(", "))` |"
+    else empty end),
     "",
     "## 대상별 검증 결과",
     "",
diff --git a/scripts/backup/restore.sh b/scripts/backup/restore.sh
index 3d35657f..a2ebd09a 100755
--- a/scripts/backup/restore.sh
+++ b/scripts/backup/restore.sh
@@ -7,6 +7,7 @@ source "$script_dir/lib/postgres.sh"
 source "$script_dir/lib/clickhouse.sh"
 source "$script_dir/lib/config.sh"
 source "$script_dir/lib/report.sh"
+source "$script_dir/lib/personnel_dataset.sh"
 
 dry_run=false
 if [[ "${1:-}" == "--dry-run" ]]; then
@@ -26,6 +27,7 @@ report_message=""
 dump_checksum_status="not_run"
 target_verification_status="not_run"
 target_verification_reports="[]"
+dataset="full"
 
 json_array_from_words() {
   local words="$1"
@@ -43,6 +45,7 @@ write_restore_report() {
   local finished_at
   local services_json
   local restore_policy_json="{}"
+  local personnel_policy_json="{}"
 
   [[ -n "$report_path" ]] || return 0
 
@@ -51,6 +54,9 @@ write_restore_report() {
   if [[ -n "${backup_dir:-}" && -f "$backup_dir/manifest.json" ]]; then
     restore_policy_json="$(jq -c '.restore_policy // {}' "$backup_dir/manifest.json")"
   fi
+  if [[ "${dataset:-full}" == "personnel" ]]; then
+    personnel_policy_json="$(restore_personnel_plan_policy_json "$backup_dir")"
+  fi
 
   mkdir -p "$(dirname "$report_path")"
   jq -n \
@@ -69,6 +75,8 @@ write_restore_report() {
     --arg target_row_counts "$target_verification_status" \
     --argjson target_reports "$target_verification_reports" \
     --argjson restore_policy "$restore_policy_json" \
+    --arg dataset "${dataset:-full}" \
+    --argjson personnel_policy "$personnel_policy_json" \
     '{
       format_version: $format_version,
       started_at: $started_at,
@@ -78,10 +86,11 @@ write_restore_report() {
       backup_source: $backup_source,
       backup_dir: $backup_dir,
       dump_file: (if $dump_file == "" then null else $dump_file end),
+      dataset: $dataset,
       services: $services,
       allow_non_empty_restore: ($allow_non_empty_restore == "true"),
       dry_run: ($dry_run == "true"),
-      restore_policy: $restore_policy,
+      restore_policy: (if $dataset == "personnel" then $personnel_policy else $restore_policy end),
       verification: {
         dump_checksum: $dump_checksum,
         target_row_counts: $target_row_counts,
@@ -439,6 +448,13 @@ if [[ "${CONFIRM_RESTORE:-}" != "baron-sso" ]]; then
 fi
 
 services="$(normalize_service_filter "${RESTORE_SERVICES:-all}")"
+if [[ -n "${RESTORE_DATASET:-}" ]]; then
+  dataset="$(normalize_dataset_profile "$RESTORE_DATASET")"
+elif [[ -f "$backup_dir/manifest.json" ]]; then
+  dataset="$(normalize_dataset_profile "$(jq -r '.dataset // "full"' "$backup_dir/manifest.json")")"
+else
+  dataset="full"
+fi
 allow_non_empty="${ALLOW_NON_EMPTY_RESTORE:-false}"
 
 if [[ "${RESTORE_TEST_NON_EMPTY:-}" == "1" && "$allow_non_empty" != "true" ]]; then
@@ -447,6 +463,7 @@ fi
 
 if [[ "$dry_run" == "true" ]]; then
   backup_log "Restore plan for $backup_dir"
+  backup_log "Dataset: $dataset"
   backup_log "Services: $services"
   backup_log "ALLOW_NON_EMPTY_RESTORE=$allow_non_empty"
   backup_log "RESTORE_REPORT=$report_path"
@@ -466,27 +483,32 @@ fi
 BACKUP="$backup_dir" "$script_dir/verify-dump.sh"
 dump_checksum_status="passed"
 
-if service_enabled postgres "$services"; then
-  restore_baron_postgres "$backup_dir"
+if [[ "$dataset" == "personnel" ]]; then
+  restore_personnel_dataset "$backup_dir" "$services"
+else
+  if service_enabled postgres "$services"; then
+    restore_baron_postgres "$backup_dir"
+  fi
+
+  if service_enabled ory-postgres "$services"; then
+    restore_ory_postgres "$backup_dir"
+  fi
+
+  if service_enabled clickhouse "$services"; then
+    restore_baron_clickhouse "$backup_dir"
+  fi
+
+  if service_enabled ory-clickhouse "$services"; then
+    restore_ory_clickhouse "$backup_dir"
+  fi
+
+  if service_enabled config "$services"; then
+    restore_config_snapshot "$backup_dir"
+  fi
+
+  verify_restored_targets
 fi
 
-if service_enabled ory-postgres "$services"; then
-  restore_ory_postgres "$backup_dir"
-fi
-
-if service_enabled clickhouse "$services"; then
-  restore_baron_clickhouse "$backup_dir"
-fi
-
-if service_enabled ory-clickhouse "$services"; then
-  restore_ory_clickhouse "$backup_dir"
-fi
-
-if service_enabled config "$services"; then
-  restore_config_snapshot "$backup_dir"
-fi
-
-verify_restored_targets
 write_restore_report "succeeded" "restore completed and target row-count verification passed"
 
 backup_log "Restore complete. Keep WORKS relay disabled until comparison dry-run passes."
diff --git a/test/make_help_target_test.sh b/test/make_help_target_test.sh
index be8c39da..31f7ae02 100755
--- a/test/make_help_target_test.sh
+++ b/test/make_help_target_test.sh
@@ -23,11 +23,11 @@ assert_contains "$help_output" "Targets:"
 assert_contains "$help_output" "Options:"
 assert_contains "$help_output" "Restore Safety:"
 
-for target in up dev code-check dump restore-plan code-check-userfront-e2e-tests; do
+for target in up dev code-check dump filter-personnel-dump restore-plan code-check-userfront-e2e-tests; do
   assert_contains "$help_output" "$target"
 done
 
-for option in DEV_SERVICES CODE_CHECK_TEST_JOBS PLAYWRIGHT_WORKERS BACKUP_USE_DOCKER DUMP_SERVICES RESTORE_SERVICES; do
+for option in DEV_SERVICES CODE_CHECK_TEST_JOBS PLAYWRIGHT_WORKERS BACKUP_USE_DOCKER DUMP_SERVICES RESTORE_SERVICES DUMP_DATASET RESTORE_DATASET; do
   assert_contains "$help_output" "$option"
 done
 
diff --git a/test/personnel_dataset_backup_policy_test.sh b/test/personnel_dataset_backup_policy_test.sh
new file mode 100644
index 00000000..a641df7c
--- /dev/null
+++ b/test/personnel_dataset_backup_policy_test.sh
@@ -0,0 +1,74 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+repo_root="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+fail() {
+  echo "ERROR: $*" >&2
+  exit 1
+}
+
+assert_contains() {
+  local output="$1"
+  local expected="$2"
+  grep -Fq -- "$expected" <<<"$output" || fail "output must contain: $expected"
+}
+
+assert_not_exists() {
+  local path="$1"
+  [[ ! -e "$path" ]] || fail "path must not exist: $path"
+}
+
+source "$repo_root/scripts/backup/lib/common.sh"
+source "$repo_root/scripts/backup/lib/manifest.sh"
+source "$repo_root/scripts/backup/lib/personnel_dataset.sh"
+
+[[ "$(normalize_dataset_profile full)" == "full" ]] || fail "full dataset profile must be accepted"
+[[ "$(normalize_dataset_profile personnel)" == "personnel" ]] || fail "personnel dataset profile must be accepted"
+
+if normalize_dataset_profile unknown >/tmp/baron-sso-dataset-profile.out 2>&1; then
+  fail "unknown dataset profile must be rejected"
+fi
+assert_contains "$(cat /tmp/baron-sso-dataset-profile.out)" "unknown backup dataset"
+
+tmp_dir="$(mktemp -d /tmp/baron-sso-personnel-dataset.XXXXXX)"
+trap 'rm -rf "$tmp_dir"' EXIT INT TERM
+
+create_manifest "$tmp_dir" "maintenance" "postgres ory-postgres" "personnel"
+jq -e '.dataset == "personnel" and .environment_scope == "staging-rehearsal"' "$tmp_dir/manifest.json" >/dev/null \
+  || fail "personnel manifest must mark the staging rehearsal dataset scope"
+
+mkdir -p "$tmp_dir/datasets/personnel/reports"
+write_personnel_dataset_manifest "$tmp_dir" "postgres ory-postgres"
+
+dataset_manifest="$tmp_dir/datasets/personnel/dataset-manifest.json"
+jq -e '
+  .dataset == "personnel"
+  and (.excluded.databases | index("ory_hydra"))
+  and (.excluded.tables | index("public.relying_parties"))
+  and (.excluded.tables | index("public.rp_user_metadata"))
+  and (.excluded.tables | index("public.client_consents"))
+  and (.restore_policy.reset_credentials == true)
+' "$dataset_manifest" >/dev/null || fail "personnel dataset manifest must document Hydra/RP exclusions and credential reset policy"
+
+assert_not_exists "$tmp_dir/postgres/ory_hydra.dump"
+assert_not_exists "$tmp_dir/postgres/baron.dump"
+
+dump_dry_run="$(
+  make --dry-run --always-make -C "$repo_root" dump \
+    DUMP_SERVICES="postgres,ory-postgres" \
+    DUMP_DATASET="personnel" \
+    DUMP_MODE="maintenance" 2>&1
+)"
+assert_contains "$dump_dry_run" 'DUMP_DATASET="personnel"'
+
+restore_dry_run="$(
+  make --dry-run --always-make -C "$repo_root" restore \
+    BACKUP="backups/example" \
+    RESTORE_SERVICES="postgres,ory-postgres" \
+    RESTORE_DATASET="personnel" \
+    CONFIRM_RESTORE="baron-sso" 2>&1
+)"
+assert_contains "$restore_dry_run" 'RESTORE_DATASET="personnel"'
+
+echo "OK: personnel dataset backup policy excludes Hydra/RP data and exposes Makefile controls"
diff --git a/test/personnel_dataset_live_e2e_test.sh b/test/personnel_dataset_live_e2e_test.sh
new file mode 100644
index 00000000..0114777d
--- /dev/null
+++ b/test/personnel_dataset_live_e2e_test.sh
@@ -0,0 +1,117 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+repo_root="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+fail() {
+  echo "ERROR: $*" >&2
+  exit 1
+}
+
+if [[ "${RUN_PERSONNEL_DATASET_LIVE_E2E:-}" != "1" ]]; then
+  echo "SKIP: set RUN_PERSONNEL_DATASET_LIVE_E2E=1 to run the Docker-backed personnel dataset E2E test"
+  exit 0
+fi
+
+tmp_dir="$(mktemp -d /tmp/baron-sso-personnel-live-e2e.XXXXXX)"
+trap 'rm -rf "$tmp_dir"' EXIT INT TERM
+
+backup_dir="$tmp_dir/backup"
+filtered_backup_dir="$tmp_dir/filtered-personnel"
+source_full_backup="${PERSONNEL_FILTER_SOURCE_BACKUP:-backups/baron-sso-backup-20260622-023904Z}"
+restore_report="$tmp_dir/restore-report.json"
+restore_exec_report="$tmp_dir/restore-exec-report.json"
+restore_db="baron_personnel_restore_e2e_$$"
+
+BACKUP_USE_DOCKER=false \
+BACKUP="$backup_dir" \
+DUMP_SERVICES="postgres,ory-postgres" \
+DUMP_DATASET="personnel" \
+DUMP_MODE="maintenance" \
+"$repo_root/scripts/backup/dump.sh"
+
+BACKUP_USE_DOCKER=false \
+BACKUP="$source_full_backup" \
+OUTPUT_BACKUP="$filtered_backup_dir" \
+"$repo_root/scripts/backup/filter_personnel_dump.sh"
+
+[[ -f "$filtered_backup_dir/datasets/personnel/dataset-manifest.json" ]] || fail "filtered dataset manifest must be created"
+[[ ! -f "$filtered_backup_dir/postgres/ory_hydra.dump" ]] || fail "filtered personnel backup must not contain Hydra dump"
+[[ ! -f "$filtered_backup_dir/postgres/baron.dump" ]] || fail "filtered personnel backup must not contain full Baron dump"
+
+filtered_users="$(wc -l <"$filtered_backup_dir/datasets/personnel/postgres/users.jsonl" | tr -d '[:space:]')"
+direct_users="$(wc -l <"$backup_dir/datasets/personnel/postgres/users.jsonl" | tr -d '[:space:]')"
+[[ "$filtered_users" == "$direct_users" ]] || fail "filtered personnel users count mismatch: got $filtered_users, want $direct_users"
+
+[[ -f "$backup_dir/datasets/personnel/dataset-manifest.json" ]] || fail "dataset manifest must be created"
+[[ -f "$backup_dir/datasets/personnel/postgres/users.jsonl" ]] || fail "users JSONL must be created"
+[[ -f "$backup_dir/datasets/personnel/postgres/tenants.jsonl" ]] || fail "tenants JSONL must be created"
+[[ ! -f "$backup_dir/postgres/ory_hydra.dump" ]] || fail "Hydra dump must not be created for personnel dataset"
+[[ ! -f "$backup_dir/postgres/baron.dump" ]] || fail "full Baron dump must not be created for personnel dataset"
+
+if grep -R '"password_hash"' "$backup_dir/datasets/personnel/postgres/users.jsonl"; then
+  fail "personnel users export must not contain password_hash"
+fi
+
+if grep -R '"relying_party_id":"[^"]' "$backup_dir/datasets/personnel/postgres/users.jsonl"; then
+  fail "personnel users export must not keep RP ownership"
+fi
+
+BACKUP_USE_DOCKER=false \
+BACKUP="$filtered_backup_dir" \
+RESTORE_SERVICES="postgres,ory-postgres" \
+RESTORE_DATASET="personnel" \
+CONFIRM_RESTORE="baron-sso" \
+RESTORE_REPORT="$restore_report" \
+"$repo_root/scripts/backup/restore-plan.sh"
+
+jq -e '
+  .status == "planned"
+  and .dataset == "personnel"
+  and (.restore_policy.excluded.databases | index("ory_hydra"))
+  and (.restore_policy.excluded.tables | index("public.relying_parties"))
+' "$restore_report" >/dev/null || fail "restore plan report must describe personnel exclusions"
+
+docker exec -e PGPASSWORD=password baron_postgres \
+  psql -U baron -d postgres -v ON_ERROR_STOP=1 \
+  -c "drop database if exists ${restore_db} with (force)" \
+  -c "create database ${restore_db}"
+docker exec -e PGPASSWORD=password baron_postgres \
+  pg_dump -U baron -d baron_sso --schema-only \
+  | docker exec -i -e PGPASSWORD=password baron_postgres \
+    psql -U baron -d "$restore_db" -v ON_ERROR_STOP=1 >/dev/null
+
+cleanup_restore_db() {
+  docker exec -e PGPASSWORD=password baron_postgres \
+    psql -U baron -d postgres -v ON_ERROR_STOP=1 \
+    -c "drop database if exists ${restore_db} with (force)" >/dev/null || true
+}
+trap 'cleanup_restore_db; rm -rf "$tmp_dir"' EXIT INT TERM
+
+BACKUP_USE_DOCKER=false \
+BACKUP="$filtered_backup_dir" \
+RESTORE_SERVICES="postgres" \
+RESTORE_DATASET="personnel" \
+CONFIRM_RESTORE="baron-sso" \
+ALLOW_NON_EMPTY_RESTORE="true" \
+RESTORE_REPORT="$restore_exec_report" \
+DB_NAME="$restore_db" \
+"$repo_root/scripts/backup/restore.sh"
+
+restored_users="$(
+  docker exec -e PGPASSWORD=password baron_postgres \
+    psql -U baron -d "$restore_db" -Atc "select count(*) from public.users"
+)"
+source_users="$(wc -l <"$filtered_backup_dir/datasets/personnel/postgres/users.jsonl" | tr -d '[:space:]')"
+[[ "$restored_users" == "$source_users" ]] || fail "restored users count mismatch: got $restored_users, want $source_users"
+
+rp_link_count="$(
+  docker exec -e PGPASSWORD=password baron_postgres \
+    psql -U baron -d "$restore_db" -Atc "select count(*) from public.users where relying_party_id is not null"
+)"
+[[ "$rp_link_count" == "0" ]] || fail "restored personnel users must not keep relying_party_id"
+
+jq -e '.status == "succeeded" and .dataset == "personnel"' "$restore_exec_report" >/dev/null \
+  || fail "personnel restore execution report must succeed"
+
+echo "OK: personnel dataset live E2E dump, restore-plan, and scoped restore passed"
diff --git a/test/personnel_filter_from_full_dump_policy_test.sh b/test/personnel_filter_from_full_dump_policy_test.sh
new file mode 100755
index 00000000..23e9359a
--- /dev/null
+++ b/test/personnel_filter_from_full_dump_policy_test.sh
@@ -0,0 +1,32 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+repo_root="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+fail() {
+  echo "ERROR: $*" >&2
+  exit 1
+}
+
+assert_contains() {
+  local output="$1"
+  local expected="$2"
+  grep -Fq -- "$expected" <<<"$output" || fail "output must contain: $expected"
+}
+
+[[ -f "$repo_root/scripts/backup/filter_personnel_dump.sh" ]] \
+  || fail "filter_personnel_dump.sh must exist"
+grep -Fq "filter_personnel_dump.sh" "$repo_root/Makefile" \
+  || fail "Makefile must expose the personnel filter script"
+
+dry_run="$(
+  make --dry-run --always-make -C "$repo_root" filter-personnel-dump \
+    BACKUP="backups/full-example" \
+    OUTPUT_BACKUP="backups/personnel-example" 2>&1
+)"
+
+assert_contains "$dry_run" "filter_personnel_dump.sh"
+assert_contains "$dry_run" 'BACKUP="backups/full-example"'
+assert_contains "$dry_run" 'OUTPUT_BACKUP="backups/personnel-example"'
+
+echo "OK: personnel filter-from-full dump target is exposed"