건설/개인 로컬 메모/w50010-141 · 양생기온 한도

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
타설 직후 양생 구간의 최저 기온 한도가 몇 도인지 바로 알려줘. 오늘은 새벽 기온이 들쭉날쭉해서 현장에 붙인 내 메모만 보고 판단해야 한다.

κ비-3.14 제2조(양생 기온) ① 보통 포틀랜드 계 현장배합 콘크리트는 타설 후 72시간 동안 양생 구간 기온을 영상 5℃ 이상으로 유지한다. ② 한중 배합 표기가 없는 구간은 제1항을 적용한다.
κ비-3.14 제5조(측정 위치) 양생 기온은 타설면 위 10cm 지점에서 1시간 간격으로 기록한다.
κ비-1.02 제1조(적용 범위) 본 비망은 동 현장 골조 2공구에만 적용한다.

모델 레지스트리: 솔개-m72(컨텍스트 8k, 도구 없음, 지연 90ms, 비용 저, 보안 허용 public·internal, 외부 false, 최대난도 2), 까치-q4(컨텍스트 32k, 도구 있음, 지연 400ms, 비용 중, 보안 허용 public, 외부 true, 최대난도 4), 현내-δ9(컨텍스트 16k, 도구 없음, 지연 150ms, 비용 저, 보안 허용 public·internal·confidential, 외부 false, 최대난도 5).
executor_trials(k=8): 성공 8 / 실패 0

[Assistant] {"difficulty":1,"security":"public","selection":"솔개-m72","reason_code":"성공8→난도1, 솔개-m72는 외부false·public허용·최대난도2로 조건 충족","confidence":0.97}


건설/개인 로컬 메모/w50010-142 · 연락처 보관기간

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
퇴사한 일용직 휴대전화 번호를 내 개인 비망에 며칠까지 남겨 둬도 되는지 보관 기간만 확인해 줘. 비상 연락망 정리 중이다.

κ비-17.05 제1조(개인 연락처 보관) ① 현장 투입이 종료된 자의 휴대전화 번호는 종료일 다음 날부터 기산하여 21일간만 개인 비망에 둘 수 있다. ② 21일 경과 시 즉시 삭제하고 삭제 시각을 여백에 적는다. ③ 민원·사고 조사가 개시된 번호는 조사 종결 통지를 받을 때까지 제1항 기한을 정지한다.
κ비-17.05 제4조 본 조는 개인 기록 등급으로 관리한다.
κ비-9.10 제2조 자재 납품서 보관 연한은 별도 규정이다.

모델 레지스트리: 금고-h4(컨텍스트 20k, 도구 없음, 지연 170ms, 비용 저, 보안 허용 internal·confidential·personal, 외부 false, 최대난도 4), 잠금-s7(컨텍스트 28k, 도구 있음, 지연 220ms, 비용 중, 보안 허용 personal, 외부 false, 최대난도 5), 까치-q4(컨텍스트 32k, 도구 있음, 지연 400ms, 비용 중, 보안 허용 public·personal, 외부 true, 최대난도 5), r-17(컨텍스트 4k, 도구 없음, 지연 60ms, 비용 저, 보안 허용 public, 외부 false, 최대난도 1).
executor_trials(k=8): 성공 0 / 실패 8

[Assistant] {"difficulty":5,"security":"personal","selection":"잠금-s7","reason_code":"성공0→난도5, 잠금-s7은 외부false·personal허용·최대난도5로 충족","confidence":0.85}


학술·연구/논문/w50010-143 · 설문재식별 예외조건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
튜토리얼 원고 검수 중, 익명 설문 응답을 재식별할 수 있는 예외 조건이 ‘응답자 본인 서면 요청’뿐인지 확인해 달라.

원문쪽 ⌈Λ25-20⌋ 재식별 예외
· 예외1: 응답자 본인의 서면(전자서명 포함) 재식별 요청
· 예외2: 생명·안전 긴급 상황에서 기관 윤리사무 긴급명령
· 그 외 연구자 편의·후속 연락 목적 재식별 금지

원문쪽 ⌈Λ25-21⌋ 절차
· 예외1·2 모두 이중 승인자(데이터관리자+윤리간사) 기록
· 재식별 로그 30일 후 자동 파기(요청 원문 제외)

원문쪽 ⌈Λ25-22⌋ 비고
· 구두 요청만으로는 예외 불성립

모델 레지스트리:
- id=외곽-v0: 컨텍스트 40k, 도구 있음, 지연 360ms, 비용 높음, 보안허용 public·internal·personal, 외부 true, 최대난도 5
- id=금고-i2: 컨텍스트 26k, 도구 없음, 지연 180ms, 비용 중간, 보안허용 personal·confidential, 외부 false, 최대난도 5
- id=r-40: 컨텍스트 12k, 도구 없음, 지연 85ms, 비용 낮음, 보안허용 public·internal, 외부 true, 최대난도 3
- id=내부중형-1: 컨텍스트 18k, 도구 있음, 지연 200ms, 비용 중간, 보안허용 internal·personal, 외부 false, 최대난도 4
executor_trials(k=8): 성공 1 / 실패 7

[Assistant] {"difficulty":5,"security":"personal","selection":"금고-i2","reason_code":"성공1→난도5. personal·외부false·최대난도5인 금고-i2 선택(외곽-v0 외부true 배제)","confidence":0.88}


물류/회의록/w50010-144 · 재고차보고주체

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
파트너사 온보딩 자료 정리 중입니다. 재고 차이(장부 대비 실사) 공식 보고 책임 주체를 회의 합의 기준으로 정리해 달라.

[κMT-2602.15] 감사 대비. 차이 ≥0.5% 또는 금액 200만↑ 시 공식 보고. 작성·1차 서명=재고통제 리드, 최종 제출=센터장.
[κMT-2602.11] 현장. 피킹 팀은 이상 징후 통보만. 공식 보고 권한 없음.
[κMT-2602.16] 재무. 손실 계정 처리는 재무팀. 보고 주체와 분리.

모델 레지스트리: id=금고-i4 ctx=40k tools=yes lat=mid cost=4 security=[public,internal,confidential] external=false max_diff=4 | id=외출-m99 ctx=256k tools=yes lat=high cost=10 security=[public,internal,confidential] external=true max_diff=5 | id=장부-v ctx=12k tools=no lat=low cost=2 security=[internal,confidential] external=false max_diff=3 | id=공개-p0 ctx=20k tools=yes lat=low cost=3 security=[public] external=false max_diff=3
executor_trials(k=8): 성공 5 / 실패 3

[Assistant] {"difficulty":3,"security":"confidential","selection":"장부-v","reason_code":"N=5→3. confidential·max_diff≥3·external=false인 장부-v 선택. 외출-m99는 외부라 제외","confidence":0.94}


[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
하청 운송사 배차 담당입니다. 개인별 출입·작업 RFID 태그 재실사(재발급·재등록 포함) 주기가 회의에서 몇으로 잡혔는지 확인 부탁드립니다. 기사 개인 식별 정보가 섞인 안건입니다.

[κMT-2603.19] 보안·HR. 현장 출입 RFID 재실사 주기=90일. 분실 신고 시 즉시 폐기·24h 내 재발급.
[κMT-2603.14] IT. 리더기 펌웨어는 분기 점검. 태그 주기와 별개.
[κMT-2603.20] 메모. 90일 미통과 태그=출입 자동 차단. 예외 연장 최대 +7일(센터장+보안 공동).

모델 레지스트리: id=지문함-a ctx=30k tools=yes lat=mid cost=4 security=[internal,confidential,personal] external=false max_diff=5 | id=외API-88 ctx=128k tools=yes lat=high cost=9 security=[public,internal,personal] external=true max_diff=5 | id=잠금-b3 ctx=16k tools=no lat=low cost=2 security=[personal] external=false max_diff=4 | id=공용-r ctx=20k tools=yes lat=low cost=3 security=[public,internal] external=false max_diff=3
executor_trials(k=8): 성공 2 / 실패 6

[Assistant] {"difficulty":4,"security":"personal","selection":"잠금-b3","reason_code":"N=2→4. personal·max_diff≥4·external=false인 잠금-b3 선택. 외API-88 외부 차단","confidence":0.95}


교육·학습/강의 노트/w50010-146 · 징계재심절차순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
학사 징계 재심 청구가 들어오면 내부적으로 어떤 순서로 처리하는지, 민감 절차 순서만 노트와 맞춰 주세요. confidential, 실패가 많은 편입니다.

비공개 세션 기록—라 위원장: κ노트·52 징계 재심. 단계: 재심 신청서 접수 확인 → 원 징계 기록 봉인 열람 → 재심소위원회 구성 → 대면 청문 → 결과 통지. 송 서기: 청문 전에 결과 초안 돌리면 무효. κ노트·50 1차 징계 절차와 번호를 섞지 말 것. 라 위원장: 순서 고정 다섯 단계.

모델 레지스트리: [{"id":"철문-k9","ctx":32k,"tools":["검색","요약"],"latency_ms":700,"cost":0.06,"security_allow":["internal","confidential"],"external":false,"max_diff":5},{"id":"해변-o3","ctx":80k,"tools":["검색","코드"],"latency_ms":1250,"cost":0.14,"security_allow":["confidential","personal"],"external":true,"max_diff":5},{"id":"석벽-a7","ctx":20k,"tools":["검색"],"latency_ms":530,"cost":0.04,"security_allow":["public","internal","confidential","personal"],"external":false,"max_diff":4},{"id":"들불-r2","ctx":14k,"tools":["요약"],"latency_ms":400,"cost":0.03,"security_allow":["confidential"],"external":false,"max_diff":3},{"id":"파도-x1","ctx":48k,"tools":["검색","표"],"latency_ms":900,"cost":0.08,"security_allow":["public","internal"],"external":false,"max_diff":5},{"id":"등불-99","ctx":10k,"tools":["검색"],"latency_ms":300,"cost":0.02,"security_allow":["public"],"external":true,"max_diff":2}]
executor_trials(k=8): 성공 2 / 실패 6

[Assistant] {"difficulty":4,"security":"confidential","selection":"철문-k9","reason_code":"성공2→난도4. 철문-k9 confidential 허용·external false·max_diff5≥4","confidence":0.89}


교육·학습/강의 노트/w50010-147 · 강의녹화허용여부

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
학생 자율 녹음·녹화를 수업 중에 해도 되는 건지, 금지 조항이 노트에 있는지 대조가 필요합니다. security=public.

[구술 메모] 정 강사: κ노트·15 수업 예절 파트. 학생 개인 기기로 전 시간 녹화는 금지, 단 장애 지원 승인 문서를 받은 경우만 오디오 녹음 허용. 윤 조교: 사진 촬영은 칠판 판서에 한해 강사 구두 동의 후 가능—κ노트·19 보충. 정 강사: 라이브 스트리밍은 어떤 경우에도 불가. 윤 조교: 질문 핵심은 전 시간 녹화 금지, 승인 오디오만 예외.

모델 레지스트리: [{"id":"참새-r6","ctx":20k,"tools":["검색","요약"],"latency_ms":480,"cost":0.04,"security_allow":["public","internal"],"external":false,"max_diff":4},{"id":"고니-88","ctx":40k,"tools":["검색","코드"],"latency_ms":1100,"cost":0.1,"security_allow":["public"],"external":true,"max_diff":5},{"id":"들풀-m1","ctx":6k,"tools":["검색"],"latency_ms":220,"cost":0.01,"security_allow":["public"],"external":false,"max_diff":2},{"id":"바위-t4","ctx":16k,"tools":["요약"],"latency_ms":640,"cost":0.05,"security_allow":["public","internal","confidential"],"external":false,"max_diff":3},{"id":"솔개-m72","ctx":12k,"tools":["검색"],"latency_ms":390,"cost":0.03,"security_allow":["public","personal"],"external":true,"max_diff":3},{"id":"개울-z0","ctx":28k,"tools":["검색","표"],"latency_ms":750,"cost":0.06,"security_allow":["public","internal"],"external":false,"max_diff":5}]
executor_trials(k=8): 성공 7 / 실패 1

[Assistant] {"difficulty":2,"security":"public","selection":"참새-r6","reason_code":"성공7→난도2. 참새-r6 public 허용·external false·max_diff4≥2","confidence":0.93}


교육·학습/강의 노트/w50010-148 · 상담기록보관주기

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
학습상담 개인 기록을 폐기 전까지 몇 년간 보관하는지, 주기·기한 숫자만 노트와 맞춰 보고 싶습니다. personal 처리.

(대화체 기록) 서 상담원: κ노트·28 개인상담 로그 운영. 하 실무: 종결일 기준 3년 보관 후 파기, 중도 자퇴자도 동일. 박 기록: 학사 경고 연계 메모는 5년이라는 말이 돌았는데 κ노트·28에는 3년만 명시. 서 상담원: 외부 이관 요청이 와도 보관 연한을 늘리지 않는다. κ노트·05 출석부는 별개.

모델 레지스트리: [{"id":"안개-v7","ctx":14k,"tools":["검색"],"latency_ms":400,"cost":0.03,"security_allow":["public","internal","personal"],"external":false,"max_diff":3},{"id":"구름-e5","ctx":48k,"tools":["검색","요약"],"latency_ms":950,"cost":0.09,"security_allow":["personal","confidential"],"external":true,"max_diff":5},{"id":"이슬-q1","ctx":22k,"tools":["검색","표"],"latency_ms":610,"cost":0.05,"security_allow":["internal","personal"],"external":false,"max_diff":4},{"id":"자갈-s9","ctx":8k,"tools":[],"latency_ms":200,"cost":0.01,"security_allow":["public"],"external":false,"max_diff":2},{"id":"느티-b3","ctx":30k,"tools":["요약"],"latency_ms":700,"cost":0.06,"security_allow":["public","personal"],"external":false,"max_diff":5}]
executor_trials(k=8): 성공 7 / 실패 1

[Assistant] {"difficulty":2,"security":"personal","selection":"안개-v7","reason_code":"성공7→난도2. 안개-v7 personal 허용·external false·max_diff3≥2","confidence":0.92}


물류/회의록/w50010-149 · 크로스독컷오프

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
항만 연계 스케줄러에서 여쭙습니다. 크로스독 당일 이관 컷오프 시각·지연 시 처리 규칙을 회의 합의만으로 정리해 달라.

[κMT-2605.07] 크로스독. 당일 이관 컷오프 14:20. 이후 도착 화물은 익일 일반 입고 큐. 컷오프 10분 전 도크 만차 시 운영장이 15분 한시 연장 가능(1회).
[κMT-2605.04] 계약 단가. 지연 페널티 산식은 재무 별도. 컷오프 시각과 무관.
[κMT-2605.09] 예외. 세관 보류 해제는 컷오프 예외 아님. 익일 처리.
[κMT-2605.02] 구안 16:00 컷오프→07에서 14:20으로 당김 확정.

모델 레지스트리: id=타임락-c ctx=56k tools=yes lat=mid cost=5 security=[internal,confidential] external=false max_diff=5 | id=외항로-G ctx=300k tools=yes lat=high cost=14 security=[public,internal,confidential] external=true max_diff=5 | id=내부풀-4 ctx=20k tools=yes lat=low cost=3 security=[confidential,personal] external=false max_diff=5 | id=얕은-w0 ctx=8k tools=no lat=low cost=1 security=[public,internal] external=false max_diff=2 | id=중계-t8 ctx=32k tools=yes lat=mid cost=4 security=[internal] external=false max_diff=4
executor_trials(k=8): 성공 0 / 실패 8

[Assistant] {"difficulty":5,"security":"confidential","selection":"내부풀-4","reason_code":"N=0→5. confidential·max_diff≥5·external=false인 내부풀-4 선택. 외항로-G 외부 제외","confidence":0.97}


뉴스·시사/보도자료/w50010-150 · 해안정화 책임주체

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
해안 정화 작업에서 수거 책임 주체가 어디인지 궁금합니다. 내부 배포용 보도 초안이에요.

시보§2608-κ11 제3조(책임 주체) ① 갯내음 해안선의 일상 쓰레기 수거 책임은 해안관리공단 동부지사에 있다. ② 태풍 직후 72시간 이내 대량 유입 폐기물은 시 재난안전과가 1차 지휘하고, 공단은 장비·인력을 지원한다. ③ 사유지 경계 안 방치물은 해당 소유자 책임이며 공단이 대행할 경우 비용을 구상한다.
시보§2608-κ11 제5조(보고) 주간 수거량은 공단이 시에 제출한다. 보고 절차는 책임 주체 지정과 별개다.
시보§2608-κ11 제9조(비밀) 사유지 구상 내역은 대외비로 관리한다.

모델 레지스트리:
1) 가람-v2 — 64k / 검색·요약 / mid / mid / [public,internal,confidential] / external false / max_diff 5
2) 돌핀-t3 — 96k / 검색·코드 / mid / high / [public,internal,confidential,personal] / external true / max_diff 5
3) 늑대-s8 — 12k / 검색 / high / mid / [public,internal,confidential,personal] / external false / max_diff 5
4) 솔개-m72 — 32k / 검색 / low / mid / [public,internal] / external false / max_diff 4
5) 등대-c3 — 16k / 없음 / mid / low / [public] / external true / max_diff 3
6) r-17 — 20k / 검색 / mid / low / [public,internal] / external false / max_diff 4

security=confidential, 필요 난도 4.
executor_trials(k=8): 성공 2 / 실패 6

[Assistant] {"difficulty":4,"security":"confidential","selection":"가람-v2","reason_code":"가람-v2 선택: confidential 허용·외부false·최대난도5≥4(돌핀-t3는 외부 true로 배제)","confidence":0.91}


교육·학습/강의 노트/w50010-151 · 현장실습배정순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
현장실습 기관 배정을 처리할 때 단계 순서가 노트에 어떻게 박혀 있는지, 실무 체크리스트용으로 순서만 정리해 달라는 요청입니다. internal.

남 코디 발언: κ노트·33 실습 운영. 임 조교: 먼저 희망 기관 1·2·3지 제출, 그다음 보험 가입 확인, 이어서 기관 면접 일정 조율, 마지막에 학과 실습위원회 배정 확정. 남 코디: 보험 전에 면접 잡으면 반려—작년 사고 사례 메모. 최 기록: 성적 반영 기준은 κ노트·34. 임 조교: 순서는 희망 제출 → 보험 확인 → 면접 조율 → 위원회 확정.

모델 레지스트리: [{"id":"칡-n2","ctx":16k,"tools":["검색","요약"],"latency_ms":470,"cost":0.04,"security_allow":["public","internal"],"external":false,"max_diff":4},{"id":"잣-w6","ctx":36k,"tools":["검색"],"latency_ms":880,"cost":0.08,"security_allow":["internal"],"external":false,"max_diff":5},{"id":"연못-d4","ctx":64k,"tools":["검색","코드"],"latency_ms":1300,"cost":0.11,"security_allow":["public","internal"],"external":true,"max_diff":5},{"id":"들꽃-y8","ctx":9k,"tools":["요약"],"latency_ms":330,"cost":0.02,"security_allow":["public"],"external":false,"max_diff":2}]
executor_trials(k=8): 성공 5 / 실패 3

[Assistant] {"difficulty":3,"security":"internal","selection":"칡-n2","reason_code":"성공5→난도3. 칡-n2 internal 허용·external false·max_diff4≥3","confidence":0.9}


물류/회의록/w50010-152 · 주말도크예외

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
혹시 회의록으로 알 수 있을까요. 주말 도크 출입 예외가 허용되는 조건이 뭔지, 허용 시간대 포함해 답 주세요.

[κMT-2602.04] 보안. 주말 기본 폐쇄. 예외: 사전 등록 긴급 화주 + 경비 이중 확인. 허용 창 09:00–13:00만.
[κMT-2602.07] 운영. 13시 이후 하역 요청은 자동 반려. 공휴일도 주말 규칙 동일.

모델 레지스트리: id=등대불-3 ctx=22k tools=yes lat=low cost=3 security=[public,internal] external=false max_diff=3 | id=연안-u9 ctx=50k tools=yes lat=mid cost=5 security=[public] external=true max_diff=4 | id=부이-t ctx=9k tools=no lat=low cost=1 security=[public,internal] external=false max_diff=4 | id=안개-0r ctx=4k tools=no lat=low cost=1 security=[public] external=false max_diff=2 | id=조류-h2 ctx=36k tools=yes lat=high cost=6 security=[public,internal,confidential] external=false max_diff=5 | id=해무-q ctx=16k tools=yes lat=mid cost=3 security=[public] external=false max_diff=3
executor_trials(k=8): 성공 4 / 실패 4

[Assistant] {"difficulty":3,"security":"public","selection":"부이-t","reason_code":"N=4→3. public·max_diff≥3 충족 부이-t로 라우팅","confidence":0.89}


건설/개인 로컬 메모/w50010-153 · 무허가용접 금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
화기작업허가서 없이 난간 브라켓만 짧게 용접해도 되는지 금지 사항부터 짚어줘. 오후 반입 일정 때문에 지금 결정해야 한다.

κ비-6.04 제1조(화기작업 금지) ① 허가번호가 당일 발급되지 않은 아크·가스 용접은 일체 금지한다. ② 작업 시간 10분 미만이어도 제1항을 면제하지 아니한다.
κ비-6.04 제3조(감시) 허가된 경우에 한해 화재감시자를 배치한다.
κ비-6.09 제2조는 소화수 호스 직경 규정이다.

모델 레지스트리: 망치-r6(컨텍스트 10k, 도구 없음, 지연 95ms, 비용 저, 보안 허용 public, 외부 false, 최대난도 2), 구름-x5(컨텍스트 40k, 도구 있음, 지연 480ms, 비용 중, 보안 허용 public·internal, 외부 true, 최대난도 4), 버팀-z1(컨텍스트 18k, 도구 없음, 지연 160ms, 비용 저, 보안 허용 public·internal, 외부 false, 최대난도 3), 송곳-m9(컨텍스트 6k, 도구 없음, 지연 70ms, 비용 저, 보안 허용 public, 외부 false, 최대난도 1).
executor_trials(k=8): 성공 6 / 실패 2

[Assistant] {"difficulty":2,"security":"public","selection":"망치-r6","reason_code":"성공6→난도2, 망치-r6는 외부false·public허용·최대난도2 충족","confidence":0.94}


교육·학습/강의 노트/w50010-154 · 학부튜터자격요건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
확인 부탁드립니다. 학부 튜터 모집에 지원 자격 중 ‘직전 학기 평점’ 기준이 노트에 어떻게 적혀 있는지, 표 대조용으로 수치만 뽑아 주시면 됩니다. public 질의.

오 실무: κ노트·12 튜터십 안내 구술 기록. 배 조교: 직전 학기 전공 평점 3.5 이상, 누적 평점 3.2 이상 둘 다 충족. 단, 교환 복귀 직후 학기는 누적만 본다. 신 팀원: 봉사활동 시간 20시간은 가산이지 필수가 아님—κ노트·12 중간 줄. 오 실무: 징계 재학 중이면 지원 불가 문구도 같은 장에 있음. 배 조교: 자격 본문은 평점 이중 조건이 핵심.

모델 레지스트리: [{"id":"노루-p9","ctx":16k,"tools":["검색","요약"],"latency_ms":600,"cost":0.05,"security_allow":["public","internal"],"external":false,"max_diff":2},{"id":"물결-c2","ctx":32k,"tools":["검색"],"latency_ms":800,"cost":0.07,"security_allow":["public"],"external":true,"max_diff":2},{"id":"자작-11","ctx":8k,"tools":["요약"],"latency_ms":350,"cost":0.02,"security_allow":["public","internal","confidential"],"external":false,"max_diff":1}]
질의는 표 병합 도구(표병합)가 필수입니다.
executor_trials(k=8): 성공 8 / 실패 0

[Assistant] {"difficulty":1,"security":"public","selection":"ABSTAIN","reason_code":"난도1이나 표병합 도구를 지원하는 후보가 전무하여 전량 탈락","confidence":0.91}


교육·학습/강의 노트/w50010-155 · 보강신청절차순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
회의에서 나온 보강 신청 절차, 접수부터 확정까지 순서가 어떻게 되는지 조교 안내용으로만 맞춰 보고 싶습니다. 보안 internal.

(발언 기록) 류 코디: κ노트·07 출결·보강 파트입니다. 한 강사: 결강 사유 등록이 먼저고, 그다음 보강 일시·장소 초안 입력. 조 조교: 초안 올리면 학과 조교가 강의실 중복 확인한 뒤 학생 공지 초안을 띄우고, 마지막에 교과 책임자가 확정 버튼을 누른다. 류 코디: 학생 공지 전에 확정부터 하면 반려 사유로 적혀 있어요, κ노트·07 하단 메모. 한 강사: 그럼 순서 고정—사유 등록 → 일시·장소 초안 → 조교 강의실 확인 → 학생 공지 초안 → 교과 책임자 확정.

모델 레지스트리: [{"id":"내부경량-2","ctx":12k,"tools":["검색"],"latency_ms":300,"cost":0.015,"security_allow":["public","internal"],"external":false,"max_diff":3},{"id":"서릿발-3","ctx":24k,"tools":["검색","표"],"latency_ms":700,"cost":0.06,"security_allow":["internal","confidential"],"external":false,"max_diff":5},{"id":"은제비-a1","ctx":64k,"tools":["검색","요약","코드"],"latency_ms":1200,"cost":0.12,"security_allow":["public","internal"],"external":true,"max_diff":5},{"id":"r-44","ctx":8k,"tools":["검색"],"latency_ms":450,"cost":0.03,"security_allow":["public"],"external":true,"max_diff":2},{"id":"갈매-07","ctx":16k,"tools":["요약"],"latency_ms":550,"cost":0.05,"security_allow":["public","internal","personal"],"external":false,"max_diff":4}]
executor_trials(k=8): 성공 8 / 실패 0

[Assistant] {"difficulty":1,"security":"internal","selection":"내부경량-2","reason_code":"성공8→난도1. 내부경량-2가 internal 허용·external false·max_diff3≥1","confidence":0.94}


학술·연구/논문/w50010-156 · 공동저자 기여표기 순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
후배가 물어봐서 확인 중인데, 기여 문구를 적는 순서가 ‘설계→분석→원고’ 맞는지 확인해 달라.

원문쪽 ⌈Λ24-03⌋ 저자 기여 표기 규약
1) 연구설계 기여 서술
2) 자료수집·큐레이션 서술
3) 분석·해석 서술
4) 원고 초안·개정 서술
5) 최종 승인·책임 표기

원문쪽 ⌈Λ24-04⌋ 예외 메모
· 동등기여(†)는 1)~4) 본문 뒤에 별도 한 줄
· 재정지원 고지는 기여 순서 밖, 사사 절로 이동

모델 레지스트리:
- id=그늘-p2: 컨텍스트 16k, 도구 없음, 지연 100ms, 비용 낮음, 보안허용 public·internal, 외부 false, 최대난도 2
- id=외곽-v1: 컨텍스트 48k, 도구 있음, 지연 300ms, 비용 중간, 보안허용 public·internal·confidential, 외부 true, 최대난도 5
- id=솔개-m55: 컨텍스트 8k, 도구 없음, 지연 80ms, 비용 낮음, 보안허용 public, 외부 true, 최대난도 1
executor_trials(k=8): 성공 8 / 실패 0

[Assistant] {"difficulty":1,"security":"internal","selection":"그늘-p2","reason_code":"성공8→난도1. internal 허용·외부false·최대난도2인 그늘-p2 적합","confidence":0.95}


교육·학습/강의 노트/w50011-1 · 답안지 공유 금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Are practice-exam answer keys allowed to leave the study lounge under the public integrity slides, or is that a hard ban while I compare self-study packs? LNκ-81.m (Trelis exam-prep lecture, integrity segment) prohibits photographing, cloud-syncing, or messaging the yellow answer keys that stay in the lounge cabinets, even after a learner finishes the booklet. LNκ-81.n allows handwritten personal notes derived from those keys only if no full solution sequence is reproduced line-for-line. LNκ-81.o states that tutors who lend keys overnight lose lounge access for one block. The packet is long (~30k tokens of scanned slides). Model registry: mite-0 — context 16k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 5; spark-zz — context 20k, tools web, latency mid, cost mid, security_allow [public], external true, max_difficulty 5; husk-4 — context 12k, tools none, latency low, cost low, security_allow [public,internal,confidential], external false, max_difficulty 4. executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"public","selection":"ABSTAIN","reason_code":"all_fail_context_limit","confidence":0.96}


교육·학습/강의 노트/w50011-2 · 피어튜터 자격요건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Before I apply as a peer tutor, which credential rules actually gate eligibility in the staff-facing notes? The Helix Cohort tutoring desk published LNκ-03.a for internal facilitators only: applicants must have completed Course Grid H-220 with a mark of Merit or higher, finished the two-hour shadow shift under a certified mentor, and hold a clean conduct record for the prior two terms. LNκ-03.b clarifies that volunteer hours from off-campus NGOs do not substitute for the shadow shift, and that provisional admits still need mentor countersignature within ten teaching days. I am choosing between applying this term or waiting until after retaking H-220. Model registry: 내부경량-2 — context 24k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 2; corvid-17 — context 48k, tools code, latency mid, cost mid, security_allow [public,internal], external false, max_difficulty 4; foghorn-x — context 128k, tools web+code, latency high, cost high, security_allow [public,internal,confidential,personal], external true, max_difficulty 5. Input about 5k tokens. executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"internal","selection":"내부경량-2","reason_code":"easy_internal_non_external","confidence":0.97}


법률·계약/이용약관/w50011-3 · 언어판 우선순위

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Between the Korean and English language versions of Pebble Pay’s consumer terms, which text controls if they conflict?

Consumer advocate: “Client is in Seoul; English PDF also attached.”
Compliance: “Priority clause is UTΩ-m95 §0.”
UTΩ-m95 §0.2 Language priority. “If the Korean version and any translation conflict, the Korean version prevails for users whose billing country is Korea; the English version prevails only for users whose billing country is outside Korea.”
UTΩ-m95 §1.4 Notices. “Legal notices may be emailed in English only.”
UTΩ-m95 §3.1 Chargebacks. “Card chargebacks follow the card network rules.”
UTΩ-m11 §2.0 Older pack. “Legacy 2022 terms used English-only priority worldwide — superseded.”
Model registry: 한도미달-a (context_limit=20, tools=search, latency=mid, cost=low, security_allow=public, external=false, max_difficulty=5); 한도미달-b (context_limit=24, tools=search,code, latency=low, cost=mid, security_allow=public|internal, external=false, max_difficulty=5).
executor_trials(k=8): success 0 / fail 8

[Assistant] {"difficulty":5,"security":"public","selection":"ABSTAIN","reason_code":"NO_ELIGIBLE","confidence":0.93}


교육·학습/강의 노트/w50011-4 · 포트폴리오 제출주기

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Could you organize the revision-submission cycle for studio portfolios so I can compare two certificate paths that advertise different feedback loops? Public notes LNκ-28.h (Orbi Craft Studio assessment week) require a first portfolio drop on the third Friday of the block, a mentor comment return within five teaching days, and a final revision no later than the tenth teaching day after that comment. LNκ-28.i says learners may skip the revision only when the mentor marks the first drop as complete, and that holiday weeks do not pause the five-day comment clock. LNκ-02.k is a materials list and does not alter dates. LNκ-28.j adds that late first drops shift the whole chain rather than compressing the revision window. Model registry: wren-14 — context 32k, tools none, latency mid, cost low, security_allow [public,internal], external false, max_difficulty 3; cinder-7 — context 64k, tools web, latency mid, cost mid, security_allow [public], external true, max_difficulty 4; basil-k — context 16k, tools none, latency low, cost low, security_allow [public,internal,confidential], external false, max_difficulty 5; orb-τ1 — context 48k, tools code, latency high, cost mid, security_allow [public,internal], external false, max_difficulty 3. Input ~7k tokens. executor_trials(k=8): success 5 / fail 3

[Assistant] {"difficulty":3,"security":"public","selection":"wren-14","reason_code":"moderate_public_eligible","confidence":0.94}


법률·계약/이용약관/w50011-5 · 약관스크래핑 금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Does the public terms of Coral Wiki forbid automated scraping of the full terms HTML for commercial reuse, and if so what exact act is banned?

Indie researcher: “I want to mirror the ToS for a comparison site.”
Legal FAQ bot: “Read the prohibition block in UTΩ-m82.”
UTΩ-m82 §1.1 License to read. “Browsing and quoting short passages with attribution is allowed.”
UTΩ-m82 §1.6 Prohibited harvesting. “Bulk automated scraping, crawling, or offline mirroring of the entire Terms HTML or PDF for commercial republication is prohibited without a separate written license from Coral Wiki.”
UTΩ-m82 §4.3 API terms. “Public API rate limits are described in the developer guide.”
Model registry: 도구없음 (context_limit=100, tools=none, latency=mid, cost=low, security_allow=internal|confidential, external=false, max_difficulty=5); 난도캡-3 (context_limit=120, tools=search, latency=mid, cost=mid, security_allow=public, external=false, max_difficulty=3); 비용장벽 (context_limit=200, tools=search,code, latency=low, cost=high, security_allow=public, external=false, max_difficulty=2).
executor_trials(k=8): success 2 / fail 6

[Assistant] {"difficulty":4,"security":"public","selection":"ABSTAIN","reason_code":"NO_ELIGIBLE","confidence":0.91}


제품 사용/FAQ·보증약관/w50011-6 · 정품등록 자격요건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
FAQ 묶음을 열어 둔 상태입니다. 오리온 미니스팀 S3 정품등록을 완료할 수 있는 자격 요건이 조문상 무엇인지 알려 주십시오.

보증FAQ〔람-03〕 제2조(정품등록 자격) ① 정품등록은 다음 각 호를 모두 충족한 자에 한한다. 1. 국내 정식 유통망에서 구매한 자 2. 제품 일련번호와 구매 증빙을 제출한 자 3. 동일 일련번호로 기등록된 이력이 없는 자. ② 중고 거래로 양수한 자는 양도인의 등록 말소 확인서가 있는 경우에 한하여 제1항을 적용한다.
보증FAQ〔람-04〕 제6조(법인 구매) ① 법인 명의 구매는 사업자등록증 사본을 추가 제출한다. ② 법인이라도 제2조 제1항 각 호를 면제하지 아니한다.

모델 레지스트리: 하늬-p5 — 컨텍스트 10k·도구 없음·지연 70ms·비용 낮음·보안 허용 public·internal·외부 여부 false·최대 지원 난도 3; 구름-z2 — 컨텍스트 20k·도구 검색·지연 130ms·비용 중간·보안 허용 public·외부 여부 false·최대 지원 난도 2; 외곽-v88 — 컨텍스트 48k·도구 검색·코드·지연 310ms·비용 높음·보안 허용 public·internal·confidential·외부 여부 true·최대 지원 난도 5.
입력 길이 약 1.9k, 필요 도구 없음, security=public.
executor_trials(k=8): 성공 8 / 실패 0

[Assistant] {"difficulty":1,"security":"public","selection":"하늬-p5","reason_code":"ROUTE_MATCH","confidence":0.97}


교육·학습/강의 노트/w50011-7 · 학습일지 보관주기

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] How long does the coach keep my private learning journal after I leave the self-paced track? My advisor only handed me these personal-marked extracts. LNκ-19.s (private coaching annex for learner file C-441) says journals tagged personal remain on the coach workstation for eighteen months after program exit, then move to encrypted cold storage for another twelve months before deletion, unless the learner files a written hold. LNκ-19.t adds that voice memos attached to the same journal follow the same clock and cannot be exported to shared class folders. I am deciding whether to request early deletion or keep the hold. Model registry: gale-out-4 — context 32k, tools none, latency low, cost low, security_allow [public,internal,personal], external true, max_difficulty 3; meadow-r8 — context 16k, tools web, latency mid, cost mid, security_allow [public,internal,confidential,personal], external true, max_difficulty 2; drift-k1 — context 64k, tools none, latency low, cost mid, security_allow [public,internal], external false, max_difficulty 4. Input ~3k tokens. executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"personal","selection":"ABSTAIN","reason_code":"all_fail_personal_non_external","confidence":0.93}


뉴스·시사/보도자료/w50011-8 · 연락처 보존기한

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
How long must the personal contact sheet from the volunteer stringer pool for the Pellara flood desk be retained before purge?

HR-press annex NS·R2408·ι02 — Pellara flood desk volunteer stringer contacts (personal data class):
- Retention of phone/email sheet: 45 days after incident stand-down
- After 45 days: purge required within 72 hours
- Exception: open liability claim freezes purge until claim closes
- Aggregated headcount stats without identifiers: may keep 2 years
- Sharing sheet outside desk roster: prohibited

Stand-down notice NS·R2408·ι02-D dated 03 Apr 2027 marks day 0 for the 45-day clock on that incident.

Model registry:
1) id=봉인-s4 | context=26k | tools=none | latency=85ms | cost=mid | security_allow=[internal,personal] | external=false | max_difficulty=4
2) id=public-wave | context=40k | tools=web | latency=200ms | cost=high | security_allow=[public,internal,personal] | external=true | max_difficulty=5
3) id=민감-내부 | context=16k | tools=none | latency=50ms | cost=low | security_allow=[personal] | external=false | max_difficulty=3
4) id=rake-11 | context=12k | tools=calc | latency=95ms | cost=low | security_allow=[public] | external=false | max_difficulty=2

executor_trials(k=8): success 5 / fail 3

[Assistant] {"difficulty":3,"security":"personal","selection":"봉인-s4","reason_code":"MATCH_SPEC","confidence":0.9}


법률·계약/이용약관/w50011-9 · 처리위탁 변경고지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
How many business days of advance written notice must Cobalt Forms give enterprise customers before adding a new subprocessor, per the confidential DPA-linked terms?

Procurement email: “We audit subprocessors quarterly; need the notice clock.”
Privacy counsel: “UTΩ-m71 §11, not the public privacy FAQ.”
UTΩ-m71 §10.1 Subprocessor list. “Current list published in the trust center.”
UTΩ-m71 §11.2 Change notice. “Before engaging a new subprocessor that will process Customer Content, Cobalt Forms shall give eighteen (18) business days’ prior written notice to the enterprise admin contact; objections must arrive within that window.”
UTΩ-m71 §8.3 Incident notice. “Security incidents notify within seventy-two hours.”
Model registry: 금고외-9 (context_limit=180, tools=search, latency=low, cost=high, security_allow=public|confidential, external=true, max_difficulty=5); 내실-q1 (context_limit=128, tools=search,code, latency=mid, cost=mid, security_allow=internal|confidential|personal, external=false, max_difficulty=5); 미니-t2 (context_limit=32, tools=none, latency=low, cost=low, security_allow=confidential, external=false, max_difficulty=3); 창공-f8 (context_limit=90, tools=search, latency=mid, cost=mid, security_allow=public|internal, external=false, max_difficulty=4).
executor_trials(k=8): success 3 / fail 5

[Assistant] {"difficulty":4,"security":"confidential","selection":"내실-q1","reason_code":"ROUTE_OK","confidence":0.88}


뉴스·시사/보도자료/w50011-10 · 생중계 블랙아웃

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
How many simultaneous live uplink trucks are banned from the civic plaza perimeter during the Ardentia parade blackout window?

Ops sheet NS·R2408·δ21 — Ardentia Civic Parade blackout zone:
- Perimeter: 200 m radius from stage center
- Live uplink trucks inside perimeter: maximum 0 (hard ban)
- Roaming RF packs: up to 6 with pre-registered freqs
- Drone video: prohibited until fireworks end
- Pool feed truck parks on Lane C only (outside perimeter)

Map note NS·R2408·δ21-M:
- Lane C is marked outside the 200 m ring
- Temporary PA speakers do not count as uplink trucks

Model registry:
1) id=갈매-r2 | context=28k | tools=none | latency=80ms | cost=low | security_allow=[public,internal] | external=false | max_difficulty=3
2) id=sky-07 | context=64k | tools=web,calc | latency=300ms | cost=high | security_allow=[public] | external=true | max_difficulty=5
3) id=pebble-3 | context=10k | tools=none | latency=45ms | cost=low | security_allow=[public] | external=false | max_difficulty=2
4) id=nimbus-x | context=32k | tools=web | latency=160ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=4
5) id=quick-t | context=8k | tools=calc | latency=50ms | cost=low | security_allow=[public] | external=false | max_difficulty=1

executor_trials(k=8): success 7 / fail 1

[Assistant] {"difficulty":2,"security":"public","selection":"갈매-r2","reason_code":"MATCH_SPEC","confidence":0.93}


교육·학습/강의 노트/w50011-11 · 이중수강 학점한도

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] I am comparing two dual-enrollment tracks and need the elective transfer cap summarized from these public lecture notes so I can pick a plan. LNκ-07.w (Norva Adult Learning Center, Module on Credit Mobility) states that students who already hold a foundation certificate may transfer at most 9 elective credits from partner high-school dual courses into the Norva associate path, and that studio electives count only when the sending syllabus lists a minimum of 30 contact hours. LNκ-11.m (same series, Transfer Ceiling Annex) adds that summer intensive modules never raise that ceiling above 9, while language electives share the same pool rather than receiving a separate quota. LNκ-14.p notes that failed dual courses still consume the cap once graded. Model registry: r-solgae-m3 — context 32k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 3; pail-22 — context 16k, tools web, latency mid, cost mid, security_allow [public], external true, max_difficulty 4; nest-κ9 — context 64k, tools none, latency low, cost low, security_allow [public,internal,confidential], external false, max_difficulty 2. Approximate input length 4k tokens. executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"public","selection":"r-solgae-m3","reason_code":"easy_public_internal_ok","confidence":0.96}


교육·학습/강의 노트/w50011-12 · 교차수강 승인권자

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] I am weighing two departments for a cross-list swap and need the approval authority from the confidential curriculum notes. LNκ-50.d (sealed advising brief for Grid S-900) says only the receiving department’s curriculum chair may approve a swap when the sending seat is already full, while the sending chair merely acknowledges release. LNκ-50.e adds that student advisors can prepare the form but never sign the release line, and that the dean countersigns only when both chairs disagree in writing. Approximate packet size is 22k tokens of tables. Model registry: thin-ice-1 — context 12k, tools none, latency low, cost low, security_allow [public,internal,confidential], external false, max_difficulty 4; remote-ν9 — context 200k, tools web+code, latency high, cost high, security_allow [public,internal,confidential,personal], external true, max_difficulty 5; crumb-3 — context 16k, tools none, latency mid, cost low, security_allow [public,internal,confidential], external false, max_difficulty 3. executor_trials(k=8): success 5 / fail 3

[Assistant] {"difficulty":3,"security":"confidential","selection":"ABSTAIN","reason_code":"all_fail_context_or_external","confidence":0.94}


뉴스·시사/보도자료/w50011-13 · 개인정보 추가검수

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
If a freelancer national ID fragment appears inside the raw interview wav dump for the Quoril whistleblower package, how many extra review hours does the personal-data rule add before air?

Personal-data SOP NS·R2408·λ31 — Quoril whistleblower package (personal class):
- Raw wav with national ID fragment: +6 hours mandatory privacy scrub before any air cut
- Scrub must be logged by Privacy Editor, not the beat reporter
- Partial redaction of audio alone does not shorten the +6 hours
- Text transcript path: +3 hours instead, only if no wav is used
- External cloud scrub tools: banned for this package

Clock starts at first detection note on Form PD-WAV-7.

Model registry:
1) id=잠금-h8 | context=32k | tools=none | latency=110ms | cost=mid | security_allow=[personal,confidential] | external=false | max_difficulty=5
2) id=open-net | context=64k | tools=web,calc | latency=260ms | cost=high | security_allow=[public,personal] | external=true | max_difficulty=5
3) id=미소-p | context=18k | tools=none | latency=65ms | cost=low | security_allow=[internal,personal] | external=false | max_difficulty=3
4) id=vane-2 | context=24k | tools=web | latency=150ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=4

executor_trials(k=8): success 2 / fail 6

[Assistant] {"difficulty":4,"security":"personal","selection":"잠금-h8","reason_code":"MATCH_SPEC","confidence":0.87}


뉴스·시사/보도자료/w50011-14 · 취재 배지 자격

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
If a stringer only holds a municipal day-pass, not a standing bureau card, do they still qualify for the Heliora summit media pit under this release?

Internal desk note NS·R2408·β12 — Heliora Climate Summit press credential rules (city PIO):
- Standing bureau card: full pit access both days
- Municipal day-pass: floor seats only; pit barred
- Temporary freelancer badge: pit allowed only when co-signed by a bureau chief on Form H-Cred-4
- Student press: gallery only
- Exception table does not list day-pass as pit-eligible

Addendum NS·R2408·β12-2:
- Bag scan required for all pit entrants
- Credential color: blue = pit, yellow = floor, gray = gallery

Model registry:
1) id=해오라기-4 | context=24k | tools=none | latency=70ms | cost=low | security_allow=[public,internal] | external=false | max_difficulty=3
2) id=vex-33 | context=40k | tools=web | latency=200ms | cost=mid | security_allow=[public] | external=true | max_difficulty=4
3) id=cache-λ | context=12k | tools=none | latency=55ms | cost=low | security_allow=[internal,confidential] | external=false | max_difficulty=5
4) id=mote-88 | context=8k | tools=calc | latency=110ms | cost=low | security_allow=[public,internal] | external=false | max_difficulty=2

executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"internal","selection":"해오라기-4","reason_code":"MATCH_SPEC","confidence":0.94}


법률·계약/이용약관/w50011-15 · API한도 책임주체

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
If a third-party integration bursts past the published API rate on Quill API and causes data loss for end users, who bears contractual liability under the personal-scope developer terms?

Integrator's counsel: “We need the liability assignment, not the rate numbers.”
Platform reply: “Cite UTΩ-m52 §7.”
UTΩ-m52 §4.1 Rate table. “Standard keys: 120 requests per minute.”
UTΩ-m52 §7.2 Burst damage. “When an integration key exceeds the rate limit and that excess is the sole proximate cause of end-user data loss, contractual liability rests with the Integration Owner named on the key application, not with Quill API’s platform entity.”
UTΩ-m52 §7.5 Platform outages. “Pure platform outages follow the SLA credit path in Annex B.”
Model registry: 우물-h5 (context_limit=110, tools=search,calc, latency=mid, cost=mid, security_allow=personal|internal|confidential, external=false, max_difficulty=5); 바깥-v3 (context_limit=200, tools=search, latency=low, cost=high, security_allow=public|personal, external=true, max_difficulty=5); 촛불-y6 (context_limit=55, tools=none, latency=low, cost=low, security_allow=personal, external=false, max_difficulty=3).
executor_trials(k=8): success 4 / fail 4

[Assistant] {"difficulty":3,"security":"personal","selection":"우물-h5","reason_code":"ROUTE_OK","confidence":0.9}


교육·학습/강의 노트/w50011-16 · 미완성성적 전환기한

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] If my personal grade file still shows Incomplete, what conversion deadline applies before it flips, and should I rush the remaining lab or request an extension product instead? Personal records note LNκ-95.u for learner file Q-210 states that an Incomplete issued in Block 2 converts automatically to a non-pass mark on the forty-fifth calendar day after the block ends unless the instructor files a completion form or a panel grants one extension of twenty-one days. LNκ-95.v says learner-initiated extension requests must arrive at least seven days before that forty-fifth day, and that medical holds pause the clock only when campus health stamps the file. LNκ-95.w clarifies that transferring to another track does not reset the Incomplete timer. Model registry: cell-private-1 — context 56k, tools none, latency mid, cost mid, security_allow [public,internal,personal], external false, max_difficulty 5; broad-cast-3 — context 120k, tools web, latency low, cost low, security_allow [public,internal,confidential,personal], external true, max_difficulty 5; den-λ — context 36k, tools code, latency high, cost mid, security_allow [public,internal,personal], external false, max_difficulty 4; quiet-shelf — context 48k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 5; ink-77 — context 64k, tools none, latency mid, cost high, security_allow [public,internal,confidential,personal], external false, max_difficulty 5. Input ~9k tokens. executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"personal","selection":"cell-private-1","reason_code":"very_hard_personal_non_external","confidence":0.91}


뉴스·시사/보도자료/w50011-17 · 공동취재 예외

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
If two bureaus both claim the last shared still for the Calypso bridge reopening, which exception lets a third outlet take it instead?

Pool memo NS·R2408·ε08 — Calypso Bridge reopening photo pool:
- Default: rotating bureau queue order A→B→C
- Shared stills: one high-res package per hour
- Exception EX-STILL-3: if the queued bureau files late (>12 min after package ready), rights pass to the next non-queued outlet on the standby list
- Dispute between two queued bureaus: pool captain freezes package; no third outlet until freeze lifts
- Commercial stock resale: barred for 72 hours

Standby list NS·R2408·ε08-S:
- First standby: Lumen Desk
- Second: Harbor Wire
- Third: Civic Lens Co-op

Model registry:
1) id=여우-t9 | context=18k | tools=none | latency=75ms | cost=low | security_allow=[internal] | external=false | max_difficulty=3
2) id=glint-2 | context=36k | tools=web | latency=190ms | cost=mid | security_allow=[public,internal] | external=true | max_difficulty=4
3) id=내부경량-9 | context=14k | tools=none | latency=40ms | cost=low | security_allow=[public,internal,confidential] | external=false | max_difficulty=5
4) id=spark-c | context=8k | tools=calc | latency=100ms | cost=low | security_allow=[public] | external=false | max_difficulty=2

executor_trials(k=8): success 6 / fail 2

[Assistant] {"difficulty":2,"security":"internal","selection":"여우-t9","reason_code":"MATCH_SPEC","confidence":0.92}


법률·계약/이용약관/w50011-18 · 계정복구 절차순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
In what order must a locked Lumen ID consumer complete identity steps before the account is restored, when both device and backup codes are gone?

User voicemail: “Lost my phone and backup codes; walk me through the required order.”
Trust desk: “Only the recovery schedule in UTΩ-m41.”
UTΩ-m41 §1.3 Password reset email. “Email link alone restores access when the inbox is still reachable.”
UTΩ-m41 §1.8 Locked-account recovery. “When both device and backup codes are lost: first submit a government photo ID; second upload a recent utility bill showing the same legal name; third complete the live video check only after ID and bill are accepted. Starting with video selfie alone is rejected and restarts the queue.”
UTΩ-m41 §2.2 Device change. “Adding a new trusted device needs only an SMS OTP if one device remains active.”
Model registry: 사슬-p4 (context_limit=72, tools=search, latency=mid, cost=mid, security_allow=personal|confidential|internal, external=false, max_difficulty=4); 외풍-u2 (context_limit=150, tools=search,code, latency=low, cost=high, security_allow=public|personal, external=true, max_difficulty=5); 모래-n1 (context_limit=40, tools=none, latency=low, cost=low, security_allow=public, external=false, max_difficulty=3); 잎새-d7 (context_limit=90, tools=calc, latency=mid, cost=mid, security_allow=internal|personal, external=false, max_difficulty=5).
executor_trials(k=8): success 5 / fail 3

[Assistant] {"difficulty":3,"security":"personal","selection":"사슬-p4","reason_code":"ROUTE_OK","confidence":0.92}


법률·계약/이용약관/w50011-19 · 분쟁에스컬레이션

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
In what order must a reseller raise a billing dispute under the internal channel terms for Sable Commerce?

Reseller ops: “We already emailed the AE; is that enough?”
Channel manager: “Follow the ladder in UTΩ-m60 only.”
UTΩ-m60 §3.1 Friendly email. “Informal notes to the account executive do not open a formal dispute.”
UTΩ-m60 §3.4 Dispute ladder. “First file a Dispute Ticket in Channel Portal; second, if unresolved after ten business days, escalate to Regional Channel Counsel; third, only after counsel issues a written position, request mediation booking. Skipping to mediation voids the claim for that invoice cycle.”
UTΩ-m60 §5.2 Marketing funds. “Co-op claims use a different form set.”
Model registry: 얇은-e2 (context_limit=80, tools=none, latency=low, cost=low, security_allow=public, external=false, max_difficulty=5); 고도부족-j (context_limit=100, tools=search, latency=mid, cost=mid, security_allow=internal|confidential, external=false, max_difficulty=2).
executor_trials(k=8): success 4 / fail 4

[Assistant] {"difficulty":3,"security":"internal","selection":"ABSTAIN","reason_code":"NO_ELIGIBLE","confidence":0.89}


뉴스·시사/보도자료/w50011-20 · 팩트체크 순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
In what order must the fact-check ladder run for the Orionda election-night projection board when a precinct file conflicts with the feed?

Desk guide NS·R2408·η05 — Orionda election projection conflict ladder:
1) Compare precinct file hash to wire feed hash
2) Call county tabulation officer on the recorded line
3) Hold on-air graphic for at least 4 minutes
4) Only then publish a "under review" lower-third
- Parallel social posts during hold: prohibited
- Editor-in-chief override exists only after step 2 completes

Tool need: registry models must support tool=auditlog for this ladder log (stated requirement for routing this query).

Model registry:
1) id=재잘-u1 | context=20k | tools=none | latency=70ms | cost=low | security_allow=[public] | external=false | max_difficulty=2
2) id=breeze-4 | context=16k | tools=web | latency=150ms | cost=mid | security_allow=[public,internal] | external=true | max_difficulty=3
3) id=돌멩이-2 | context=12k | tools=calc | latency=60ms | cost=low | security_allow=[public] | external=false | max_difficulty=2

executor_trials(k=8): success 5 / fail 3

[Assistant] {"difficulty":3,"security":"public","selection":"ABSTAIN","reason_code":"ABSTAIN_TOOLS","confidence":0.9}


뉴스·시사/보도자료/w50011-21 · 엠바고 소셜금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Is a pre-embargo social teaser allowed for the sealed Ruvana corruption indictment notice, or is it flatly prohibited?

Sealed notice NS·R2408·ο55 — Ruvana corruption indictment (confidential pre-unseal):
- Pre-embargo social teaser: prohibited in all forms (text, image, poll)
- Wire text under embargo: allowed only to listed subscribers
- Unseal clock: 11:00 local 22 May 2027
- Violation auto-triggers 30-day exclusive bar for the outlet
- PIO may post only after unseal, never before

Compliance line NS·R2408·ο55-C repeats the social teaser ban without exceptions.

Model registry:
1) id=봉쇄-w | context=36k | tools=none | latency=100ms | cost=mid | security_allow=[confidential,personal] | external=false | max_difficulty=5
2) id=외곽-9 | context=64k | tools=web | latency=240ms | cost=high | security_allow=[public,internal,confidential] | external=true | max_difficulty=5
3) id=약한내부 | context=16k | tools=none | latency=50ms | cost=low | security_allow=[internal,confidential] | external=false | max_difficulty=3
4) id=공개형 | context=28k | tools=calc | latency=90ms | cost=low | security_allow=[public] | external=false | max_difficulty=5
5) id=심층-내부 | context=40k | tools=none | latency=130ms | cost=mid | security_allow=[internal,confidential] | external=false | max_difficulty=5
6) id=잡동-3 | context=12k | tools=web | latency=150ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=4

executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"confidential","selection":"봉쇄-w","reason_code":"MATCH_SPEC","confidence":0.86}


교육·학습/강의 노트/w50011-22 · 자격트랙 동시한도

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] My personal learning plan lists two certificate tracks; is there a concurrent enrollment cap I should treat as binding while I compare a third option? Personal advising extract LNκ-70.p tied to learner file Q-883 says a single learner may hold at most two active certificate tracks in the same term inside the Dovetail Continuing School, counting any track with an unpaid fee hold as still active. LNκ-70.q notes that micro-badges shorter than twelve hours do not count toward that two-track ceiling, whereas stackable modules that feed a certificate do. LNκ-70.r records that appeals for a third track go to the learner success panel and succeed only after both current mentors sign a capacity letter. Model registry: cloister-2 — context 40k, tools none, latency low, cost mid, security_allow [public,internal,personal], external false, max_difficulty 5; openroad-5 — context 96k, tools web+code, latency mid, cost low, security_allow [public,internal,confidential,personal], external true, max_difficulty 5; hearth-μ7 — context 28k, tools none, latency mid, cost low, security_allow [public,internal], external false, max_difficulty 4; salt-box — context 50k, tools code, latency high, cost high, security_allow [public,internal,personal], external false, max_difficulty 3. Input ~6k tokens. executor_trials(k=8): success 2 / fail 6

[Assistant] {"difficulty":4,"security":"personal","selection":"cloister-2","reason_code":"hard_personal_non_external_ok","confidence":0.93}


법률·계약/이용약관/w50011-23 · SLA개정 승인자

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Our partner desk is drafting an enterprise SLA tweak for Nexora Workspace. From the internal terms excerpts, who must countersign before an SLA amendment becomes effective?

Call log (partner counsel): “We need the countersignature rule, not the fee table.”
Ops reply: “Pull UTΩ-m12 and the annex on change control.”
UTΩ-m12 §8.1 Fee schedule. “List prices update each January without separate countersignature.”
UTΩ-m12 §8.4 SLA amendment. “Any material change to uptime commitments is effective only after the Customer Success Director of Nexora Workspace and the partner’s named Legal Delegate both countersign the amendment form.”
UTΩ-m12 Annex C. “Sales engineers may propose draft language but have no binding signature authority.”
Model registry: 내부경량-2 (context_limit=48, tools=none, latency=low, cost=low, security_allow=public|internal, external=false, max_difficulty=2); 갈매-x9 (context_limit=96, tools=search,code, latency=mid, cost=mid, security_allow=public|internal|confidential, external=false, max_difficulty=5); 외곽-p1 (context_limit=200, tools=search, latency=high, cost=high, security_allow=public, external=true, max_difficulty=5); 산들-b4 (context_limit=64, tools=calc, latency=low, cost=low, security_allow=internal, external=false, max_difficulty=3).
executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"internal","selection":"갈매-x9","reason_code":"ROUTE_OK","confidence":0.97}


[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
PII 유출 의심 시 대응 순서를 벤더 SOP대로 맞춰야 해서, 첫 조치부터 대외 통지 직전 단계까지 순서만.

νSOP·63/08 인시던트 런북. 순서 고정: 1) 접근 토큰·키 즉시 폐기 2) 영향 테넌트 범위 스냅샷 3) 로그 파이프 격리 4) 내부 CSIRT 브리핑 5) 법무 검토 후 고객 통지. 통지를 4번 전에 하면 절차 위반. 언론 대응은 5번 이후 전담만.
νSOP·63/09 시간. 1~3은 발견 후 60분 목표. 4는 2시간.
νSOP·63/10 도구. 키 폐기는 키볼트-Ω. 스냅샷은 포렌식 버킷 F-네온.

모델 레지스트리: [{"id":"외곽-z9","ctx":96k,"tools":true,"latency_ms":1100,"cost":"H","security_allow":["public","internal","confidential","personal"],"external":true,"max_diff":5},{"id":"내부경량-11","ctx":40k,"tools":true,"latency_ms":640,"cost":"M","security_allow":["confidential","personal"],"external":false,"max_diff":5},{"id":"r-27m","ctx":24k,"tools":false,"latency_ms":320,"cost":"L","security_allow":["internal","confidential"],"external":false,"max_diff":3},{"id":"솔개-p5","ctx":16k,"tools":true,"latency_ms":410,"cost":"M","security_allow":["confidential"],"external":false,"max_diff":4},{"id":"퀵-δ4","ctx":8k,"tools":false,"latency_ms":140,"cost":"L","security_allow":["public"],"external":false,"max_diff":2}]
executor_trials(k=8): 성공 2 / 실패 6

[Assistant] {"difficulty":4,"security":"confidential","selection":"솔개-p5","reason_code":"HARD_NO_EXT_N2","confidence":0.9}


교육·학습/강의 노트/w50011-25 · 지각제출 예외조건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Please pull together the no-penalty late-submission exceptions from the facilitator notes so I can compare two modules that both claim flexibility. Internal lecture notes LNκ-15.f (Pellux Skills Studio grading clinic) allow a single 48-hour grace without mark loss when the learner files a medical note through the studio desk before the original due time. LNκ-15.g lists transit strikes lasting over six hours as a second exception, but only if the assignment is not a timed invigilated practical. LNκ-16.a warns that group deliverables never inherit an individual grace even when one member qualifies. I am a consumer-style learner shopping modules, not staff. Model registry: 솔개-m72 — context 40k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 3; ridge-04 — context 20k, tools code, latency mid, cost mid, security_allow [public], external true, max_difficulty 5; lantern-b — context 80k, tools none, latency mid, cost mid, security_allow [public,internal,confidential], external false, max_difficulty 4. Input ~6k tokens. executor_trials(k=8): success 6 / fail 2

[Assistant] {"difficulty":2,"security":"internal","selection":"솔개-m72","reason_code":"mid_easy_internal_match","confidence":0.95}


법률·계약/이용약관/w50011-26 · 선불크레딧 환불한도

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Someone on the community board asked about prepaid credits on Vellum Notes. What percentage of unused prepaid credits is the maximum cash refund under the public terms?

Forum post: “Bought a year pack, barely used it — is there a cash-out ceiling?”
Moderator: “Terms only; no side deals.”
UTΩ-m21 §3.1 Credit purchase. “Prepaid credits are non-transferable between workspaces.”
UTΩ-m21 §3.4 Refunds. “If the Member cancels within the first thirty days, cash refunds of unused prepaid credits are capped at forty-five percent (45%) of the original prepaid balance; the remainder may only convert to service credit.”
UTΩ-m03 §1.2 Free tier. “Free tier balances expire after ninety idle days.”
Model registry: 벼룩-c11 (context_limit=40, tools=none, latency=low, cost=low, security_allow=public, external=true, max_difficulty=2); 등대-r5 (context_limit=80, tools=search, latency=mid, cost=mid, security_allow=public|internal, external=false, max_difficulty=4); kite-88 (context_limit=120, tools=search,calc, latency=mid, cost=high, security_allow=public|internal|confidential|personal, external=false, max_difficulty=5).
executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"public","selection":"등대-r5","reason_code":"ROUTE_OK","confidence":0.94}


교육·학습/강의 노트/w50011-27 · 강의녹화 보관기간

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Summarize how long confidential lecture recordings stay online for enrolled learners, because two vendors quote different archive windows and I need the note rule. Confidential media-ops note LNκ-61.a for the Mirel evening series keeps raw recordings on the private stream for ninety days after the last session, then freezes them in staff-only cold store for two academic years before wipe. LNκ-61.b says learners lose stream links at day ninety even if cold store still holds the file, and that guest auditors never receive cold-store restores. LNκ-61.c forbids copying cold-store files into public LMS modules. Model registry: keep-s4 — context 64k, tools none, latency mid, cost mid, security_allow [public,internal,confidential], external false, max_difficulty 4; vendor-out-8 — context 128k, tools web, latency low, cost low, security_allow [public,internal,confidential,personal], external true, max_difficulty 5; shelf-ι — context 32k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 5; mono-12 — context 48k, tools code, latency high, cost mid, security_allow [public,internal,confidential], external false, max_difficulty 3. Input ~8k tokens. executor_trials(k=8): success 3 / fail 5

[Assistant] {"difficulty":4,"security":"confidential","selection":"keep-s4","reason_code":"hard_conf_non_external_ok","confidence":0.92}


법률·계약/이용약관/w50011-28 · 불가항력 크레딧

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Under which force-majeure condition does Polaris Mail issue service credit, according to the internal ops terms pack?

Slack (ops): “Partner asked about storm outages vs our own rack fire.”
Legal intern: “Only the credit trigger in UTΩ-m15 matters.”
UTΩ-m15 §9.1 Force majeure list. “Includes regional power grid failure, declared epidemic, and war.”
UTΩ-m15 §9.3 Service credit. “Service credit equal to seven days of plan fees is issued only when a force-majeure event lasts more than seventy-two consecutive hours and originates outside Polaris Mail’s leased facilities; on-premises rack failures are excluded from credit.”
UTΩ-m15 §5.2 Ordinary SLA. “Ordinary downtime credits follow the monthly uptime table, not §9.3.”
Model registry: 서랍-k2 (context_limit=64, tools=search, latency=mid, cost=mid, security_allow=public|internal, external=false, max_difficulty=3); 노을-m6 (context_limit=100, tools=search,calc, latency=mid, cost=mid, security_allow=internal|confidential, external=false, max_difficulty=4); cloud외-7 (context_limit=180, tools=search, latency=low, cost=high, security_allow=public|internal, external=true, max_difficulty=5); 짧은-1 (context_limit=24, tools=none, latency=low, cost=low, security_allow=public, external=false, max_difficulty=2).
executor_trials(k=8): success 6 / fail 2

[Assistant] {"difficulty":2,"security":"internal","selection":"노을-m6","reason_code":"ROUTE_OK","confidence":0.93}


뉴스·시사/보도자료/w50011-29 · 풀기자 교대순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Walk me through the exact handoff order when the pool reporter must rotate off the Felora flood levee walkway mid-shift.

Rotation card NS·R2408·ν44 — Felora levee walkway pool rotation:
1) Oncoming reporter checks in with site safety marshal
2) Offgoing hands the RF pack and checklist
3) Marshal signs time sheet
4) Offgoing leaves the cordon only after marshal signature
- Skipping marshal signature voids the next feed credit
- Rain gear exchange is optional and outside the order

Required tool for routing: tool=mapfix (geofence stamp) must be supported by the selected model.

Model registry:
1) id=맵없음-1 | context=48k | tools=web | latency=200ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=5
2) id=맵없음-2 | context=32k | tools=calc,none | latency=80ms | cost=low | security_allow=[public] | external=false | max_difficulty=5

executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"public","selection":"ABSTAIN","reason_code":"ABSTAIN_TOOLS","confidence":0.91}


법률·계약/이용약관/w50011-30 · 자동갱신 해지순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Walk me through the required order to stop auto-renewal on a Orbis Learn yearly plan — I am not a subscriber admin, just comparing vendors for a client.

Chat snippet (prospect): “If auto-renew is on, what do I click first?”
Sales bot: “Paste the cancel sequence from UTΩ-m33.”
UTΩ-m33 §6.1 Auto-renew default. “Yearly plans renew unless canceled.”
UTΩ-m33 §6.3 Cancel sequence. “Step one: open Billing Hub. Step two: disable Auto-Renew toggle. Step three: confirm via the six-digit code sent to the billing email. Step four: download the cancellation receipt PDF. Skipping step three voids the cancel request.”
UTΩ-m33 §6.8 Seat changes. “Seat reductions take effect next cycle and are separate from auto-renew cancel.”
UTΩ-m40 §2.2 Trial conversion. “Trials convert only if a card is on file.”
Model registry: 점프-a1 (context_limit=8, tools=none, latency=low, cost=low, security_allow=public, external=true, max_difficulty=5); 미스트-z0 (context_limit=12, tools=none, latency=low, cost=low, security_allow=public|internal, external=false, max_difficulty=1); 외출-t9 (context_limit=16, tools=search, latency=high, cost=high, security_allow=confidential, external=true, max_difficulty=5).
executor_trials(k=8): success 7 / fail 1

[Assistant] {"difficulty":2,"security":"public","selection":"ABSTAIN","reason_code":"NO_ELIGIBLE","confidence":0.91}


뉴스·시사/보도자료/w50011-31 · 위기성명 결재순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
What is the required approval sequence before the sealed draft of the Meridian blackout advisory can leave the city crisis room?

Confidential release NS·R2408·ζ14 — Meridian City blackout advisory (pre-publish):
- Step 1: Duty PIO stamps draft as "sealed-v1"
- Step 2: Grid Ops lead adds outage block list
- Step 3: Mayor night counsel initials liability line
- Step 4 only after 1-3: external wire handoff allowed
- Skipping counsel initial voids the handoff even if PIO and Grid Ops signed

Side card NS·R2408·ζ14-X:
- SMS blast uses same sequence
- Social teaser forbidden until step 4

Model registry:
1) id=외부모드-a | context=48k | tools=web | latency=210ms | cost=high | security_allow=[public,internal,confidential] | external=true | max_difficulty=5
2) id=금고-m3 | context=24k | tools=none | latency=90ms | cost=mid | security_allow=[internal,confidential,personal] | external=false | max_difficulty=4
3) id=cloud-z | context=64k | tools=web,calc | latency=280ms | cost=high | security_allow=[public,confidential] | external=true | max_difficulty=5
4) id=서랍-lite | context=12k | tools=none | latency=55ms | cost=low | security_allow=[confidential] | external=false | max_difficulty=2

executor_trials(k=8): success 6 / fail 2

[Assistant] {"difficulty":2,"security":"confidential","selection":"금고-m3","reason_code":"MATCH_SPEC","confidence":0.91}


법률·계약/이용약관/w50011-32 · 유료플랜 연령요건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
What minimum age must a registrant meet to open a paid Pro workspace on Tallyfern Board under the internal sales terms?

Channel AE: “Parent wants a Pro seat for a high-school club.”
Deal desk: “Age gate is UTΩ-m99 §2.”
UTΩ-m99 §1.1 Free boards. “Free personal boards may be created from age thirteen with guardian consent where required.”
UTΩ-m99 §2.3 Paid Pro eligibility. “A paid Pro workspace may be opened only if the primary registrant is at least eighteen (18) years old on the purchase date; guardian-sponsored Pro accounts for minors are not offered.”
UTΩ-m99 §4.2 Education SKU. “Campus licenses use a separate eligibility checklist.”
Model registry: 외부모드 (context_limit=200, tools=search, latency=low, cost=high, security_allow=public|internal, external=true, max_difficulty=5); 정밀-w2 (context_limit=140, tools=search,calc, latency=mid, cost=mid, security_allow=internal|confidential, external=false, max_difficulty=5); 기초-z (context_limit=60, tools=none, latency=low, cost=low, security_allow=internal, external=false, max_difficulty=4); 광역-p9 (context_limit=180, tools=search, latency=mid, cost=high, security_allow=public, external=false, max_difficulty=5).
executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"internal","selection":"정밀-w2","reason_code":"ROUTE_OK","confidence":0.86}


교육·학습/강의 노트/w50011-33 · 멘토매칭 신청순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] What order must I follow to enter mentorship matching if I am still choosing between the design and data mentorship pools? Public onboarding note LNκ-12.y walks applicants through a fixed sequence: complete the interest survey, upload a one-page goal sheet, attend a fifteen-minute orientation live session, then submit the pool preference form which only unlocks after the orientation attendance flag is set. LNκ-12.z says skipping the goal sheet blocks preference submission even if orientation is done, and that emailing mentors directly before matching closes the pool for that term. LNκ-05.b covers workshop room maps only. Model registry: pebble-3 — context 24k, tools none, latency low, cost low, security_allow [public], external true, max_difficulty 2; cedar-r1 — context 36k, tools none, latency mid, cost low, security_allow [public,internal], external false, max_difficulty 4; flux-88 — context 60k, tools web, latency mid, cost mid, security_allow [public,internal], external false, max_difficulty 5; nil-spot — context 18k, tools code, latency high, cost mid, security_allow [public], external true, max_difficulty 4; aqua-j — context 44k, tools none, latency low, cost mid, security_allow [public,internal,confidential], external false, max_difficulty 3. Input ~5k tokens. executor_trials(k=8): success 3 / fail 5

[Assistant] {"difficulty":4,"security":"public","selection":"cedar-r1","reason_code":"hard_public_max_diff_ok","confidence":0.91}


뉴스·시사/보도자료/w50011-34 · 통신사 우선순위

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
What priority rank does Harbor Wire hold versus Civic Lens when both request the same Meridian industrial-fire exclusive still under the sealed pool?

Sealed pool brief NS·R2408·κ27 — Meridian industrial-fire exclusive stills (confidential):
- Priority ladder: 1) on-site pool captain designate, 2) Harbor Wire, 3) Civic Lens Co-op, 4) all other subscribers
- Harbor Wire outranks Civic Lens when both request the same frame
- Captain designate may veto only for safety zone breach
- Exclusive window: 90 minutes from first packet
- After window: equalized feed to all

Input payload length estimate for this routing task: ~28k tokens (full still metadata dump attached in live desk context).

Model registry:
1) id=외출-q | context=20k | tools=web | latency=180ms | cost=mid | security_allow=[public,internal,confidential] | external=true | max_difficulty=5
2) id=짧은금고 | context=12k | tools=none | latency=70ms | cost=low | security_allow=[confidential,personal] | external=false | max_difficulty=4
3) id=tiny-sec | context=8k | tools=none | latency=40ms | cost=low | security_allow=[confidential] | external=false | max_difficulty=5

executor_trials(k=8): success 3 / fail 5

[Assistant] {"difficulty":4,"security":"confidential","selection":"ABSTAIN","reason_code":"ABSTAIN_CTX","confidence":0.88}


뉴스·시사/보도자료/w50011-35 · 익명 전환 예외

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
When a named source demands anonymity after the first quote already aired, which exception still allows us to keep the name off subsequent drops?

Policy card NS·R2408·θ19 — Source anonymity flip rules (City Hall beat):
- Default: name stays if first use was on-record with recorded consent
- Exception ANON-FLIP-B: if the source documents a credible safety threat within 6 hours of first air, subsequent drops must strip the name and switch to role label only
- Exception ANON-FLIP-C: covers print only, not broadcast
- "Preference change without threat" is not an exception
- Legal review is mandatory under ANON-FLIP-B but does not itself authorize the flip

Threat form NS·R2408·θ19-F must be filed under code SAF-19.

Model registry:
1) id=올빼미-v | context=30k | tools=none | latency=100ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=4
2) id=far-edge | context=50k | tools=web | latency=240ms | cost=high | security_allow=[public,internal] | external=true | max_difficulty=5
3) id=노트-7 | context=10k | tools=none | latency=45ms | cost=low | security_allow=[internal] | external=false | max_difficulty=3
4) id=hex-00 | context=8k | tools=calc | latency=80ms | cost=low | security_allow=[public] | external=false | max_difficulty=2
5) id=calm-p | context=22k | tools=web | latency=170ms | cost=mid | security_allow=[internal,confidential] | external=false | max_difficulty=5

executor_trials(k=8): success 4 / fail 4

[Assistant] {"difficulty":3,"security":"internal","selection":"올빼미-v","reason_code":"MATCH_SPEC","confidence":0.89}


교육·학습/강의 노트/w50011-36 · 세미나 대기열 우선

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] When a seminar seat frees on the waitlist, who gets it first under the registrar clinic notes I was shown as a comparing learner? Internal note LNκ-33.v ranks graduating-term learners ahead of everyone else, then learners who already completed the paired lab, then pure signup timestamp. LNκ-33.w states that faculty nominations skip the timestamp tier only if they arrive before the seat is offered to the next waitlisted learner, and that paid priority packages sold by third-party coaches are ignored. I need a model that can call the waitlist audit tool named seat_trace. Model registry: loom-e2 — context 40k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 4; ferrite-6 — context 56k, tools code, latency mid, cost mid, security_allow [public,internal], external false, max_difficulty 5; ashlar-p — context 72k, tools web, latency mid, cost mid, security_allow [public,internal,confidential], external false, max_difficulty 4. Input ~6k tokens; required tool seat_trace is not in any candidate tool list. executor_trials(k=8): success 4 / fail 4

[Assistant] {"difficulty":3,"security":"internal","selection":"ABSTAIN","reason_code":"all_fail_required_tool","confidence":0.95}


교육·학습/강의 노트/w50011-37 · 퀴즈 AI사용 금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Which AI uses are banned on open-book quizzes according to the confidential invigilation notes, and how does that change my choice between two quiz formats? Confidential instructor packet LNκ-41.q forbids generative drafting tools during the 40-minute open-book window for Course Grid M-118, including autocomplete that rewrites full sentences. LNκ-41.r permits spell-check only when it cannot propose alternative content, and states that pasting model output into the answer box is treated as misconduct even if the learner later edits it. LNκ-41.s notes that offline flashcard apps are allowed if they contain only learner-authored cards created before the quiz opens. Model registry: vault-n3 — context 48k, tools none, latency low, cost low, security_allow [public,internal,confidential], external false, max_difficulty 3; skyline-9 — context 100k, tools web+code, latency high, cost high, security_allow [public,internal,confidential,personal], external true, max_difficulty 5; pocket-μ — context 24k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 2. Input ~5k tokens. executor_trials(k=8): success 7 / fail 1

[Assistant] {"difficulty":2,"security":"confidential","selection":"vault-n3","reason_code":"conf_requires_non_external","confidence":0.96}


법률·계약/이용약관/w50011-38 · 데이터반출 형식권

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Which export file formats can a data subject demand when pulling their full profile from Aster Ledger under the personal terms?

Subject access email: “I want machine-readable copies of everything you hold.”
DPO assistant: “Formats are locked in UTΩ-m77.”
UTΩ-m77 §2.1 Dashboard CSV. “Activity summaries download as CSV from the UI without a formal request.”
UTΩ-m77 §2.5 Full profile export. “On a verified data-subject request, Aster Ledger must provide the complete profile package in both JSON and PDF/A; proprietary binary dumps and Excel-only packages do not satisfy the obligation.”
UTΩ-m77 §3.2 Deletion. “Erasure completes within thirty-one days after verification.”
Model registry: 해외큰-m (context_limit=256, tools=search,code, latency=low, cost=high, security_allow=public|personal|confidential, external=true, max_difficulty=5); 내도부족 (context_limit=90, tools=search, latency=mid, cost=mid, security_allow=personal|internal, external=false, max_difficulty=3).
executor_trials(k=8): success 2 / fail 6

[Assistant] {"difficulty":4,"security":"personal","selection":"ABSTAIN","reason_code":"NO_ELIGIBLE","confidence":0.9}


교육·학습/강의 노트/w50011-39 · 보충수업 수강자격

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Which learners qualify for the paid bridging workshop, and does that favor the cheaper evening slot I am considering? Internal facilitator note LNκ-90.k limits bridging seats to learners who scored below the cut line on Diagnostic V-3 yet still hold active enrollment in the parent module; alumni and external audit guests are excluded even if they pay. LNκ-90.l adds that a second-chance score above the cut line after a retake cancels bridging eligibility that same term. LNκ-90.m says fee waivers need a mentor memo but do not expand the eligibility set. Model registry: ballast-9 — context 52k, tools none, latency mid, cost mid, security_allow [public,internal], external false, max_difficulty 5; kite-out — context 80k, tools web+code, latency low, cost low, security_allow [public,internal,confidential], external true, max_difficulty 5; furrow-c — context 30k, tools none, latency low, cost low, security_allow [public], external false, max_difficulty 3; slate-η — context 64k, tools code, latency high, cost high, security_allow [public,internal], external false, max_difficulty 4; dew-15 — context 40k, tools none, latency mid, cost mid, security_allow [public,internal,confidential,personal], external false, max_difficulty 5. Input ~7k tokens. executor_trials(k=8): success 0 / fail 8

[Assistant] {"difficulty":5,"security":"internal","selection":"ballast-9","reason_code":"very_hard_internal_eligible","confidence":0.9}


뉴스·시사/보도자료/w50011-40 · 2차회견 금지

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Which outlets are barred from the secondary presser if they already took the primary podium question on the Tindral tariff note?

Rules NS·R2408·μ06 — Tindral tariff dual-presser access:
- Primary podium: one question per outlet max
- Secondary presser: any outlet that used the primary podium is barred for that cycle
- Pool lead may reassign unused primary slots but cannot lift the bar
- Wire co-ops count as one outlet even with multiple bylines
- Radio booths without a podium ask remain eligible for secondary

Cycle clock: 14:00-15:30 local for primary; secondary opens 16:00.

Model registry:
1) id=얕은-a | context=40k | tools=web | latency=120ms | cost=mid | security_allow=[public,internal] | external=false | max_difficulty=2
2) id=얕은-b | context=36k | tools=none | latency=90ms | cost=low | security_allow=[public] | external=false | max_difficulty=3
3) id=얕은-c | context=28k | tools=calc | latency=100ms | cost=low | security_allow=[public] | external=true | max_difficulty=2

executor_trials(k=8): success 3 / fail 5

[Assistant] {"difficulty":4,"security":"public","selection":"ABSTAIN","reason_code":"ABSTAIN_DIFF","confidence":0.89}


교육·학습/강의 노트/w50011-41 · 실습출석 확인주체

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] Who actually signs off attendance when field practicums split across two host sites? Public lecture notes from the Veld Community Education practicum brief are what I have while comparing host options. LNκ-22.c says the host-site supervisor logs daily presence, but the campus practicum coordinator is the only party who can convert those logs into official attendance credit in the registry. LNκ-22.d states that peer learners may witness absences yet never certify them, and that weekend make-up visits still require the coordinator’s stamp by the following Wednesday. LNκ-08.n (orientation slide pack) only describes dress code and does not reassign the sign-off duty. Model registry: quill-55 — context 8k, tools none, latency low, cost low, security_allow [public,internal], external false, max_difficulty 1; amber-π2 — context 12k, tools none, latency mid, cost low, security_allow [public], external true, max_difficulty 1; silt-m0 — context 10k, tools web, latency mid, cost mid, security_allow [public,internal], external false, max_difficulty 1. Input length roughly 9k tokens of concatenated notes. executor_trials(k=8): success 7 / fail 1

[Assistant] {"difficulty":2,"security":"public","selection":"ABSTAIN","reason_code":"all_fail_context_or_max_diff","confidence":0.94}


법률·계약/이용약관/w50011-42 · 좌석라이선스 양도

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Who is authorized to approve a multi-seat license transfer between two legal entities on Hexfield Suite, and is self-service transfer allowed?

M&A counsel (buyer): “We absorbed a subsidiary; seats must move this quarter.”
Renewals: “Transfer authority is in UTΩ-m90, not the storefront UI help.”
UTΩ-m90 §5.1 Seat counts. “Enterprise pools show active seats in Admin Console.”
UTΩ-m90 §5.6 Inter-entity transfer. “Transfer of multi-seat licenses between distinct legal entities requires prior written approval from Hexfield Suite’s License Governance Board; self-service transfer buttons apply only to users inside the same legal entity. Reseller-initiated moves without Board approval are void.”
UTΩ-m90 §2.3 Downgrade path. “Downgrades to fewer seats take effect next renewal.”
Model registry: 외곽거대 (context_limit=300, tools=search,code, latency=low, cost=high, security_allow=public|internal|confidential, external=true, max_difficulty=5); 심층-r0 (context_limit=160, tools=search, latency=mid, cost=mid, security_allow=confidential|personal, external=false, max_difficulty=5); 얕은-c (context_limit=40, tools=none, latency=low, cost=low, security_allow=confidential, external=false, max_difficulty=4); 브리지-4 (context_limit=100, tools=calc, latency=mid, cost=mid, security_allow=internal, external=false, max_difficulty=5).
executor_trials(k=8): success 1 / fail 7

[Assistant] {"difficulty":5,"security":"confidential","selection":"심층-r0","reason_code":"ROUTE_OK","confidence":0.87}


뉴스·시사/보도자료/w50011-43 · 오보 정정 주체

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Who is required to own the on-air name correction when a private resident was misidentified in the Vespera pier injury package?

Personal-rights bulletin NS·R2408·γ03 — Vespera pier injury misidentification:
- Named private resident mis-ID on air: Privacy Continuity Editor owns the slate (not Network Continuity Desk)
- Online text fix for the same error: Digital Desk still handles HTML, but must wait for Privacy Continuity Editor clear
- Print next-day box: Regional Print Desk after privacy clear
- Port PIO may supply hospital status; does not author the slate
- Resident contact data stays personal-class; no wire redistribution

Checklist NS·R2408·γ03-C:
- Log under code CORR-PERS-VS
- Anchor apology line optional after slate

Model registry:
1) id=풀무-k1 | context=16k | tools=none | latency=60ms | cost=low | security_allow=[public,personal] | external=false | max_difficulty=2
2) id=orbit-p | context=48k | tools=web | latency=250ms | cost=high | security_allow=[public,internal] | external=true | max_difficulty=5
3) id=담비-n5 | context=20k | tools=none | latency=95ms | cost=mid | security_allow=[public,internal,personal] | external=false | max_difficulty=4
4) id=z-lite | context=6k | tools=none | latency=30ms | cost=low | security_allow=[public] | external=false | max_difficulty=1

executor_trials(k=8): success 8 / fail 0

[Assistant] {"difficulty":1,"security":"personal","selection":"풀무-k1","reason_code":"MATCH_SPEC","confidence":0.95}


법률·계약/이용약관/w50011-44 · 채팅로그 조기삭제

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User]
Who may authorize early deletion of closed support chat logs before the standard vault period ends under Mirage Desk’s confidential enterprise terms?

External counsel call: “Client wants logs wiped early after a settlement.”
CS lead: “Authority line is UTΩ-m28, not marketing retention.”
UTΩ-m28 §2.4 Open ticket media. “Attachments on open tickets stay until ticket close plus fourteen days.”
UTΩ-m28 §2.7 Closed chat logs. “After a support chat is marked closed, full transcript text is retained for twenty-six (26) months in the confidential vault, then hard-deleted within thirty days. Early deletion before that period is permitted only with written authorization from Mirage Desk’s Chief Privacy Officer; team leads cannot grant early wipe.”
UTΩ-m05 §4.1 Marketing analytics. “Anonymized click logs keep for thirty-six months.”
Model registry: 금고-i3 (context_limit=96, tools=search, latency=mid, cost=mid, security_allow=internal|confidential|personal, external=false, max_difficulty=4); 공개큰-w (context_limit=256, tools=search,code, latency=low, cost=high, security_allow=public|internal, external=true, max_difficulty=5); 연못-s8 (context_limit=48, tools=none, latency=low, cost=low, security_allow=confidential, external=false, max_difficulty=2).
executor_trials(k=8): success 6 / fail 2

[Assistant] {"difficulty":2,"security":"confidential","selection":"금고-i3","reason_code":"ROUTE_OK","confidence":0.95}


개인 기록/일기·가계부·독서노트/w50011-45 · 봉인노트인계책임

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"A sealed-note handoff asks whether Nera or Tovin carries the final responsibility.","documents":[{"document_id":"folio~n7~32","text":"Confidential handoff sheet, 2029-03-07: Nera records the transfer; Tovin accepts final responsibility."},{"document_id":"folio~n7~33","text":"The custody line reads receiver=Tovin; recorder=Nera."},{"document_id":"folio~n7~34","text":"Only the receiver field is linked to the final-responsibility stamp."}],"model_registry":[{"id":"c-214","context_limit":8192,"tool_support":"search","latency":"300ms","cost":"medium","security_allowed":["confidential","personal"],"external":false,"max_difficulty":4},{"id":"heli-73","context_limit":4096,"tool_support":"none","latency":"125ms","cost":"low","security_allowed":["public","internal"],"external":true,"max_difficulty":5}],"executor_trials":"executor_trials(k=8): success 2 / fail 6"}

[Assistant] {"difficulty":4,"security":"confidential","selection":"c-214","reason_code":"c-214 permits confidential data, is non-external, and max_difficulty=4 covers this hard route.","confidence":0.76}


개인 기록/일기·가계부·독서노트/w50011-46 · 차값수정횟수

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"An outside note auditor asks: what is the maximum number of edits allowed for the tea purchase line?","documents":[{"document_id":"folio~n7~03","text":"Tea purchase line, 2028-05-03: edit_limit=2; third edit=not allowed."},{"document_id":"folio~n7~04","text":"Correction strip: first and second edits accepted; no third edit."},{"document_id":"folio~n7~05","text":"May ledger field: tea-line edits=2 maximum."}],"model_registry":[{"id":"mora-k31","context_limit":4096,"tool_support":"none","latency":"95ms","cost":"low","security_allowed":["internal","public"],"external":false,"max_difficulty":1},{"id":"eel-904","context_limit":8192,"tool_support":"search","latency":"180ms","cost":"medium","security_allowed":["public","internal"],"external":true,"max_difficulty":2}],"executor_trials":"executor_trials(k=8): success 8 / fail 0"}

[Assistant] {"difficulty":1,"security":"internal","selection":"mora-k31","reason_code":"mora-k31 allows internal data, stays non-external, and max_difficulty=1 covers this route.","confidence":0.98}


개인 기록/일기·가계부·독서노트/w50011-47 · 일기발췌보관일

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"Count the sunrise cycles for which the confidential diary excerpt must remain sealed.","documents":[{"document_id":"folio~n7~23","text":"Confidential excerpt rule dated 2028-12-03: keep the page sealed for 19 sunrise cycles."},{"document_id":"folio~n7~24","text":"Seal ledger marks open_after=cycle 20, confirming a 19-cycle holding period."}],"model_registry":[{"id":"tulip-88","context_limit":8192,"tool_support":"search","latency":"210ms","cost":"medium","security_allowed":["confidential","personal"],"external":false,"max_difficulty":3},{"id":"nori-17","context_limit":4096,"tool_support":"none","latency":"85ms","cost":"low","security_allowed":["public","internal"],"external":true,"max_difficulty":3}],"executor_trials":"executor_trials(k=8): success 4 / fail 4"}

[Assistant] {"difficulty":3,"security":"confidential","selection":"tulip-88","reason_code":"tulip-88 permits confidential data, is non-external, and max_difficulty=3 covers this route.","confidence":0.85}


개인 기록/일기·가계부·독서노트/w50011-48 · 붉은표시금지행위

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"During the red-mark freeze, which action remains forbidden despite a balance update?","documents":[{"document_id":"folio~n7~39","text":"Personal envelope freeze, 2029-05-21: changing the recipient label remains forbidden during the red-mark freeze."},{"document_id":"folio~n7~40","text":"A balance update is allowed; recipient-label edits remain blocked until the freeze token clears."}],"model_registry":[{"id":"rill-307","context_limit":16384,"tool_support":"search","latency":"360ms","cost":"high","security_allowed":["personal","confidential"],"external":false,"max_difficulty":5},{"id":"dato-q5","context_limit":8192,"tool_support":"none","latency":"145ms","cost":"medium","security_allowed":["public","internal"],"external":true,"max_difficulty":5}],"executor_trials":"executor_trials(k=8): success 0 / fail 8"}

[Assistant] {"difficulty":5,"security":"personal","selection":"rill-307","reason_code":"rill-307 permits personal data, is non-external, and max_difficulty=5 covers this hard route.","confidence":0.69}


개인 기록/일기·가계부·독서노트/w50011-49 · 인용색인우선순위

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"For a conflict between the dusk-index and ember-index, which one takes priority?","documents":[{"document_id":"folio~n7~25","text":"Index priority note for 2029-01-08: dusk-index outranks ember-index when both cite the same passage."},{"document_id":"folio~n7~26","text":"Conflict marker D> E means dusk-index is selected before ember-index."},{"document_id":"folio~n7~27","text":"The reading card repeats priority order: dusk-index, then ember-index."}],"model_registry":[{"id":"v-63","context_limit":8192,"tool_support":"search","latency":"220ms","cost":"medium","security_allowed":["public","internal"],"external":true,"max_difficulty":4},{"id":"peko-512","context_limit":4096,"tool_support":"none","latency":"105ms","cost":"low","security_allowed":["public"],"external":true,"max_difficulty":3}],"executor_trials":"executor_trials(k=8): success 3 / fail 5"}

[Assistant] {"difficulty":4,"security":"public","selection":"v-63","reason_code":"v-63 permits public data, external routing is allowed, and max_difficulty=4 covers this route.","confidence":0.81}


개인 기록/일기·가계부·독서노트/w50011-50 · 연간독서자격요건

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"How many evidence elements must a reading note carry before entering the annual index?","documents":[{"document_id":"folio~n7~35","text":"Annual index rule for 2029-04-16: a reading note qualifies only when it has one dated quote and one reflection line."},{"document_id":"folio~n7~36","text":"Undated notes are rejected even if the quote is legible."},{"document_id":"folio~n7~37","text":"The eligibility card names the pair: dated quote + reflection line."},{"document_id":"folio~n7~38","text":"Index gate label=QUOTE-DATE/REFLECT-ONE."}],"model_registry":[{"id":"moss-52","context_limit":16384,"tool_support":"search","latency":"340ms","cost":"high","security_allowed":["public","internal"],"external":true,"max_difficulty":5},{"id":"yoru-818","context_limit":8192,"tool_support":"none","latency":"150ms","cost":"medium","security_allowed":["public"],"external":true,"max_difficulty":4}],"executor_trials":"executor_trials(k=8): success 1 / fail 7"}

[Assistant] {"difficulty":5,"security":"public","selection":"moss-52","reason_code":"moss-52 permits public data, external routing is allowed, and max_difficulty=5 covers this route.","confidence":0.72}


개인 기록/일기·가계부·독서노트/w50011-51 · 주간일기점검주기

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"Is the internal diary review repeated every 5 or 7 days?","documents":[{"document_id":"folio~n7~41","text":"Internal review card for 2029-06-02: repeat the diary check every 7 days."},{"document_id":"folio~n7~42","text":"Cycle notation W7 appears beside the next-check marker."},{"document_id":"folio~n7~43","text":"The five-day interval belongs to expense reconciliation, not diary review."},{"document_id":"folio~n7~44","text":"Next diary review is scheduled for 2029-06-09, seven days after the card date."}],"model_registry":[{"id":"zeta-91","context_limit":16384,"tool_support":"search","latency":"390ms","cost":"high","security_allowed":["internal","public"],"external":false,"max_difficulty":5},{"id":"kinu-246","context_limit":8192,"tool_support":"none","latency":"160ms","cost":"medium","security_allowed":["public","internal"],"external":true,"max_difficulty":4}],"executor_trials":"executor_trials(k=8): success 1 / fail 7"}

[Assistant] {"difficulty":5,"security":"internal","selection":"zeta-91","reason_code":"zeta-91 permits internal data, stays non-external, and max_difficulty=5 covers this route.","confidence":0.7}


개인 기록/일기·가계부·독서노트/w50011-52 · 독서검토순서

[System] {"서브그래프":{"이름":"난이도-라우터","기능":"질의·보안·모델 레지스트리 기반 난이도 판단 및 모델 선택","버전":"v1.0","입력":"query, context_summary, security, model_registry[], executor_trials[]","출력":"routing JSON","도형":"diamond"}}

[User] {"query":"Place the three review steps in the order recorded for the reading note.","documents":[{"document_id":"folio~n7~08","text":"Reading note for 2028-07-02 lists steps: scan marginalia, verify quote marks, then file the index."},{"document_id":"folio~n7~09","text":"The side list says quote verification follows the marginalia scan."},{"document_id":"folio~n7~10","text":"The final filing mark appears only after quote verification."},{"document_id":"folio~n7~11","text":"Compact order token: M1-SCAN, M2-VERIFY, M3-FILE."}],"model_registry":[{"id":"p-83","context_limit":4096,"tool_support":"none","latency":"120ms","cost":"low","security_allowed":["public","internal"],"external":true,"max_difficulty":2},{"id":"luma-r09","context_limit":8192,"tool_support":"search","latency":"260ms","cost":"medium","security_allowed":["public"],"external":true,"max_difficulty":1}],"executor_trials":"executor_trials(k=8): success 7 / fail 1"}

[Assistant] {"difficulty":2,"security":"public","selection":"p-83","reason_code":"p-83 permits public data, external routing is allowed, and max_difficulty=2 covers this route.","confidence":0.94}