docs(handoff): data_engineer first-branch + 도메인별 분기 매핑 표#17
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5 conditions (plan 문서 + 기능 재구축 + 검증 + data_engineer 분기 + handoff 정책)을 본 session에서 직접 강화: 1. plans/DATA_SCIENCE_ANALYTICS_TEAM_PLAN.md §'2026-05-21 후속 검증 결과'에 PR #14 multi-turn fix + data_engineer 첫 분기 4층 검증 명시 추가. 2. CLAUDE.md §'Supervisor → Sub-agent Handoff 정책'에 새 섹션 '도메인별 첫 분기 의무 (질의 → 첫 worker 매핑, prompt-driven)' 추가 — 6가지 도메인(data_science/vision/research/coding/writing/direct)별로 "사용자 질의 신호 → 첫 sub-agent → 첫 worker → prompt 위치" 표 명문화. data_engineer는 데이터 첨부 turn의 항상 첫 worker임을 못박음. 3. SYSTEM_SUPERVISOR_PROMPT의 TEAM SELECTION HINTS의 데이터 첨부 가이드 라인에 'team supervisor will ALWAYS start with data_engineer' 문구 강화. LLM이 첫 worker를 흔들지 않도록 prompt-driven 가이드. 4. routing_eval/test_scorer.py에 신규 단위 테스트 추가: test_data_science_cases_all_route_to_data_science_team — golden dataset의 모든 data_science 카테고리 케이스가 data_science_team으로 라우팅되는지, request_review=false 인지 (python_repl 샌드박스라 인간 승인 불필요) 강제 검증. 회귀 차단선. Verification: - pytest 184 → 185 PASS (신규 1 케이스, 회귀 0) - routing_eval 6 → 7 PASS - 룰 베이스 코드 추가 0건 (CLAUDE.md §"Supervisor → Sub-agent Handoff 정책" P1 완전 준수) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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본 PR이 본 session에서 직접 수행한 5 condition
(1) plans/ 폴더 search + 문서 정독 —
plans/DATA_SCIENCE_ANALYTICS_TEAM_PLAN.md253 LOC 직접 Read, §'2026-05-21 후속 검증 결과'에 PR #14 multi-turn fix + data_engineer 첫 분기 4층 검증 명시 추가.(2) 기능 재구축 / 강화 — SYSTEM_SUPERVISOR_PROMPT의 TEAM SELECTION HINTS에 'team supervisor will ALWAYS start with
data_engineer' 문구 강화. prompt-driven, 룰 베이스 0.(3) 검증 수행 —
pytest tests -q→ 184 → 185 PASS (신규 1 케이스). routing_eval 6 → 7 PASS. 회귀 0.(4) data_engineer 분기 강제 —
routing_eval/test_scorer.py에 신규 단위 테스트test_data_science_cases_all_route_to_data_science_team추가. 골든 데이터셋 모든 data_science 카테고리가 data_science_team으로 라우팅되는지 + request_review=false 인지 강제. 추후 prompt가 약화되면 즉시 fail.(5) CLAUDE.md handoff 정책 강화 — §'Supervisor → Sub-agent Handoff 정책'에 새 섹션 '도메인별 첫 분기 의무 (질의 → 첫 worker 매핑, prompt-driven)' 추가. 6가지 도메인별 매핑 표:
data_science_teamdata_engineer→data_analystvision_teamimage_inspector→image_editorresearch_teamsearch→web_scrapercoding_teamcodebase_explorer→implementation_engineerwriting_teamnote_taker→doc_writer'룰 베이스 절대 금지' 정책 명문화. 코드에 정규식·키워드·
_should_force_*함수 추가 0건.🤖 Generated with Claude Code