최종 버전 확정 및 초안 배포

flowchart TD START([사용자 입력
prompt + pending + pendingOriginal
+ installedApps]) --> P{pending=true
AND pendingOriginal?} P -->|Yes| PR[Pending Resolver
gpt-4o-mini
LangChain] P -->|No| IC[Intent Classifier
ST + LogisticRegression
또는 heuristic
LLM 없음] PR --> A{5액션} A -->|CANCEL| C1([END
ok=false
failReason=cancelled
needsSupplement=false]) A -->|UNRESOLVED| C2([END
ok=false
needsSupplement=true
pending 유지]) A -->|CONTINUE / UPDATE| M[이전 명령 + 이번 입력
merge prompt] A -->|NEW_REQUEST| N[이번 prompt만] IC -->|reject
잡담| R([END
ok=false
failReason=chitchat
dialogIntent=reject
LLM 0회]) IC -->|extract| E M --> E[LLM Extractor
gpt-4o
function calling] N --> E E --> V[Rule Validator
코드] V -->|incomplete| ASK([END
ok=false
needsSupplement=true
재질문 / pending]) V -->|complete| MAP[App Mapper
embedding cosine
name → packageName] MAP -->|미매칭| U([END
ok=false
app_unresolved]) MAP -->|성공| OK([END
ok=true
규칙 저장])

{
  "status": "ok",
  "promptEngine": "v3"
}