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llm_normalizer/eval_cases/assistant_stage3_lifecycle_probe_v0_1.json create mode 100644 llm_normalizer/tmp_utf_patch.txt create mode 100644 llm_normalizer/tmp_utf_test.txt diff --git a/docs/accounting-assistant/accounting-assistant/03_execution/ACCEPTANCE_CHECKLIST_STAGE_04.md b/docs/accounting-assistant/accounting-assistant/03_execution/ACCEPTANCE_CHECKLIST_STAGE_04.md new file mode 100644 index 0000000..831493f --- /dev/null +++ b/docs/accounting-assistant/accounting-assistant/03_execution/ACCEPTANCE_CHECKLIST_STAGE_04.md @@ -0,0 +1,272 @@ +# ACCEPTANCE_CHECKLIST_STAGE_04 + +## Назначение документа + +Этот документ используется для приёмки реализации Stage 4. +Его задача — проверить, что graph core внедрён как рабочий runtime-слой, а не как формальная схема. + +Документ обязателен для: +- Codex; +- разработчика; +- ручного review; +- финальной фиксации Stage 4. + +--- + +## Статус документа + +- Статус: чеклист приёмки Stage 4 +- Язык: русский +- Режим использования: обязателен при завершении каждой волны и при финальной приёмке Stage 4 +- При конфликте по scope приоритет имеет `STAGE_04_TASK_CARD.md` +- При конфликте по архитектурным ограничениям приоритет имеет `ARCHITECTURE_GUARDRAILS.md` +- При конфликте по platform logic приоритет имеет `TZ_Platform_Core_Accounting_Assistant_Mode.md` + +--- + +## Правила оценки + +Допустимые статусы: + +- `PASS` — выполнено полностью +- `PARTIAL` — выполнено частично, требуется доработка +- `FAIL` — не выполнено +- `N/A` — не применимо (только с явным обоснованием) + +Для каждого пункта обязателен комментарий: +- что проверялось; +- где реализовано; +- чем подтверждается; +- какие ограничения остались. + +--- + +## Общая логика приёмки + +Stage 4 считается принятым только если одновременно выполнено: + +1. Закрыт именно Stage 4, без скрытого выезда в Stage 5–6. +2. Graph contracts реализованы и используются runtime. +3. Graph traversal реально участвует в graph-eligible retrieval. +4. Problem assembly использует graph connectivity. +5. Lifecycle reasoning использует graph transitions. +6. Answer layer использует graph-backed causal explanation. +7. Есть benchmark/eval подтверждение value. +8. Рабочий контур не разрушен. + +--- + +# Блок A. Scope discipline + +## A1. Реализован именно Stage 4 +Статус: +Комментарий: + +## A2. Нет скрытого выезда в Stage 5 +Статус: +Комментарий: + +## A3. Нет скрытого выезда в Stage 6 +Статус: +Комментарий: + +## A4. Нет большого ненужного platform refactor +Статус: +Комментарий: + +--- + +# Блок B. Graph model + +## B1. Реализована schema `AccountingGraphNode` +Статус: +Комментарий: + +## B2. Реализована schema `AccountingGraphEdge` +Статус: +Комментарий: + +## B3. Внедрён `GraphSchemaRegistry` +Статус: +Комментарий: + +## B4. Узлы/связи имеют provenance/confidence +Статус: +Комментарий: + +## B5. Нет generic edges уровня `related_to` как основного механизма +Статус: +Комментарий: + +--- + +# Блок C. Graph runtime + +## C1. Реализован `GraphBuilder` +Статус: +Комментарий: + +## C2. Реализован `GraphTraversalPolicy` +Статус: +Комментарий: + +## C3. Реализован `GraphValidationLayer` +Статус: +Комментарий: + +## C4. Missing/conflicting links детектируются как runtime-сигналы +Статус: +Комментарий: + +## C5. Runtime устойчив к неполным данным +Статус: +Комментарий: + +--- + +# Блок D. Интеграция слоёв + +## D1. Planner поддерживает graph eligibility +Статус: +Комментарий: + +## D2. Execution использует typed graph traversal в graph-eligible запросах +Статус: +Комментарий: + +## D3. Problem assembly использует graph connectivity +Статус: +Комментарий: + +## D4. Lifecycle checks используют graph transitions +Статус: +Комментарий: + +## D5. Answer layer использует graph-backed causal path +Статус: +Комментарий: + +--- + +# Блок E. Quality / eval + +## E1. Добавлены unit tests для graph contracts/runtime +Статус: +Комментарий: + +## E2. Добавлены integration tests для planner/execution graph path +Статус: +Комментарий: + +## E3. Regression по Stage 2/Stage 3 не сломан +Статус: +Комментарий: + +## E4. Есть benchmark suite Stage 4 +Статус: +Комментарий: + +## E5. Есть before/after value report +Статус: +Комментарий: + +--- + +# Блок F. Observability / compatibility + +## F1. Graph decisions и traversal диагностируемы +Статус: +Комментарий: + +## F2. Contracts и source of truth документированы +Статус: +Комментарий: + +## F3. Изменения совместимы с roadmap Stage 5 +Статус: +Комментарий: + +## F4. Миграционная дисциплина соблюдена +Статус: +Комментарий: + +--- + +# Блок G. Documentation completeness + +## G1. Есть актуальный `STAGE_04_TASK_CARD.md` +Статус: +Комментарий: + +## G2. Есть acceptance mapping `изменение -> критерий` +Статус: +Комментарий: + +## G3. Есть explicit non-scope список +Статус: +Комментарий: + +## G4. Run-артефакты оформлены по стандарту `date -> Stage -> Wave`, включая `prompt_dialogs` +Статус: +Комментарий: + +--- + +# Блок H. Финальное решение по этапу + +## H1. Stage 4 можно считать принятым +Статус: +Комментарий: + +## H2. Stage 4 нельзя считать принятым +Статус: +Комментарий: + +--- + +# Итоговая сводка по приёмке + +## Общий итог +- Результат: `PASS / PARTIAL / FAIL` +- Дата проверки: +- Проверял: +- Версия / ветка / commit: +- Связанные документы: + +## Ключевые сильные стороны +1. +2. +3. + +## Ключевые недочёты +1. +2. +3. + +## Что обязательно исправить до приёмки +1. +2. +3. + +## Что допустимо перенести в следующий этап +1. +2. +3. + +## Явно подтверждено как non-scope текущего этапа +1. +2. +3. + +## Финальное решение +- `Принять Stage 4` +- `Принять Stage 4 условно` +- `Вернуть на доработку` + +Комментарий: + +--- + +## Короткая практическая формула + +Stage 4 считается успешным тогда, когда graph layer реально работает в runtime и улучшает retrieval/problem/lifecycle/answer, а не только добавляет новую схему данных. diff --git a/docs/accounting-assistant/accounting-assistant/03_execution/CODEX_MASTER_BRIEF.md b/docs/accounting-assistant/accounting-assistant/03_execution/CODEX_MASTER_BRIEF.md index a25816c..07dfce5 100644 --- a/docs/accounting-assistant/accounting-assistant/03_execution/CODEX_MASTER_BRIEF.md +++ b/docs/accounting-assistant/accounting-assistant/03_execution/CODEX_MASTER_BRIEF.md @@ -20,7 +20,7 @@ - Статус: основной управляющий бриф для Codex - Язык: русский - Режим использования: обязателен к прочтению перед любыми изменениями в коде -- При конфликте с рабочим scope текущей итерации приоритет имеет `STAGE_03_TASK_CARD.md` +- При конфликте с рабочим scope текущей итерации приоритет имеет `STAGE_04_TASK_CARD.md` - При конфликте по архитектурным ограничениям приоритет имеет `TZ_Platform_Core_Accounting_Assistant_Mode.md` --- @@ -37,29 +37,29 @@ - возвращать ответ пользователю. При этом текущая система ещё не является полноценным accountant-grade investigation copilot. -На текущем переходе считаем этапы 1 и 2 выполненными и переходим к **Stage 3 / Lifecycle Formalization**. +Stage 3 зафиксирован как завершённый (accepted), и текущий переход — **Stage 4 / Accounting Ontology Graph Core**. -Основные текущие ограничения, которые Stage 3 должен закрыть: +Основные текущие ограничения, которые Stage 4 должен закрыть: -- lifecycle-семантика остаётся частично эвристической; -- отсутствует формализованная модель допустимых состояний/переходов по ключевым доменам; -- problem units недостаточно насыщены temporal и stage-based смыслом; -- ranking по ряду классов вопросов всё ещё тяготеет к frequency/sum/entity сигналам; -- ответы местами остаются на уровне generic lifecycle labels. +- отсутствует единое graph-представление бухгалтерских сущностей и связей; +- причинно-следственные цепочки до сих пор частично собираются эвристически; +- missing/conflicting links не являются first-class runtime-объектами; +- lifecycle/problem reasoning недостаточно использует структурную graph-связность; +- cross-branch traversal и period-impact проверки ограничены локальными rule bundles. --- ## Цель работы Codex на текущей итерации -Codex должен помочь реализовать **только Stage 3**, не разрушая текущий рабочий контур и не подтягивая prematurely решения из следующих этапов. +Codex должен помочь реализовать **только Stage 4**, не разрушая текущий рабочий контур и не подтягивая prematurely решения из следующих этапов. Текущая цель: -- ввести формальную lifecycle-модель по целевым доменам Stage 3; -- внедрить lifecycle runtime-компоненты и их использование в рабочем пути; -- интегрировать lifecycle в problem units, ranking и answer synthesis; +- ввести рабочее graph-ядро бухгалтерских сущностей и типизированных связей; +- внедрить graph runtime-компоненты в retrieval/planning/problem assembly/lifecycle binding; +- интегрировать graph-связность в reasoning и answer synthesis; - подтвердить полезность через domain-eval и before/after проверку; -- не превращать текущий этап в скрытую реализацию Stage 4–6. +- не превращать текущий этап в скрытую реализацию Stage 5–6. --- @@ -68,7 +68,7 @@ Codex должен помочь реализовать **только Stage 3**, При чтении и интерпретации материалов использовать следующий порядок приоритета. ### 1. Текущий рабочий scope -- `03_execution/STAGE_03_TASK_CARD.md` +- `03_execution/STAGE_04_TASK_CARD.md` Это главный документ по тому, что делать прямо сейчас. @@ -84,15 +84,16 @@ Codex должен помочь реализовать **только Stage 3**, - security; - live bridge policy. -### 3. Детальное ТЗ третьего этапа +### 3. Детальное ТЗ четвёртого этапа +- `02_stages/TZ_Stage_4_Accounting_Ontology_Graph_Core_Assistant_Mode.md` + +Этот документ определяет содержимое Stage 4. + +### 4. Зависимости Stage 4 - `02_stages/TZ_Stage_3_Lifecycle_Formalization_Assistant_Mode.md` - -Этот документ определяет содержимое Stage 3. - -### 4. Зависимости Stage 3 - `02_stages/TZ_Stage_2_Retrieval_Unit_Shift_Assistant_Mode.md` -Stage 3 опирается на problem-centric слой Stage 2 и не должен его ломать. +Stage 4 опирается на problem-centric слой Stage 2 и lifecycle слой Stage 3 и не должен их ломать. ### 5. Текущий статус и общая логика развития - `00_context/Assistant_Mode_GLOBAL_STATUS_2026-03-24.md` @@ -103,11 +104,10 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Эти документы нужны для понимания: - что уже сделано; - где реальные потолки системы; -- почему сейчас выполняется Stage 3; -- как Stage 3 стыкуется с дальнейшими этапами. +- почему сейчас выполняется Stage 4; +- как Stage 4 стыкуется с дальнейшими этапами. -### 6. Этапы 4–6 -- `02_stages/TZ_Stage_4_...` +### 6. Этапы 5–6 - `02_stages/TZ_Stage_5_...` - `02_stages/TZ_Stage_6_...` @@ -122,18 +122,17 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол ## Scope текущей итерации -Разрешено делать только то, что относится к Stage 3 и необходимо для его корректной реализации. +Разрешено делать только то, что относится к Stage 4 и необходимо для его корректной реализации. К текущему scope относятся: -- формализация lifecycle-доменов и lifecycle-сущностей Stage 3; -- описание states/transitions/defects с привязкой к доступным evidence; -- реализация runtime-слоя (`LifecycleRegistry`, `LifecycleResolver`, `LifecycleDefectClassifier`, `LifecycleEnricher`); -- обновление `problem_unit_schema` lifecycle-полями; -- интеграция lifecycle-факторов в ranking policy; -- интеграция lifecycle-логики в answer policy; -- lifecycle-aware тесты и benchmark контур по ключевым доменам; -- before/after eval отчёт по продуктовой ценности Stage 3. +- формализация graph-ядра (`AccountingGraphNode`, `AccountingGraphEdge`, typed relations); +- реализация runtime-слоя (`GraphSchemaRegistry`, `GraphBuilder`, `GraphTraversalPolicy`, `GraphValidationLayer`); +- интеграция graph-сигналов в retrieval planning/execution; +- интеграция graph connectivity в problem assembly и lifecycle binding; +- интеграция graph-based объяснений в answer policy; +- graph-aware тесты и benchmark контур по ключевым доменам; +- before/after eval отчёт по продуктовой ценности Stage 4. --- @@ -141,12 +140,13 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол На этой итерации нельзя фактически реализовывать как core-runtime следующие слои: -- полноразмерный ontology / graph runtime из Stage 4; - полноценный investigation orchestrator из Stage 5; - live verification runtime core и full product mode split из Stage 6; +- полноразмерный enterprise-wide graph beyond accounting core Stage 4; - переезд на новую полную сервисную архитектуру; - переписывание ассистента вокруг новых abstraction layers без крайней необходимости; - домены, которые не поддерживаются текущими данными/evidence mapping; +- попытки закрывать graph-gap только prompt-инженерией; - большие инфраструктурные переделки ради “красоты”. --- @@ -154,20 +154,20 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол ## Главный принцип текущей работы **Не строить целевую систему раньше времени.** -Нужно сделать Stage 3 так, чтобы lifecycle-модели были не формальными таблицами, а реально работающим runtime-слоем и базой для следующих этапов. +Нужно сделать Stage 4 так, чтобы graph-модели были не формальными схемами, а реально работающим runtime-слоем и базой для следующих этапов. --- ## Жёсткие архитектурные ограничения ### 1. Нельзя ломать текущий рабочий контур без прямой причины -Если существующий transport / endpoint / base routing / normalizer pipeline работает, он должен сохраняться, если только изменение не является обязательным условием Stage 3. +Если существующий transport / endpoint / base routing / normalizer pipeline работает, он должен сохраняться, если только изменение не является обязательным условием Stage 4. ### 2. Нельзя подменять архитектурные изменения промптами -Проблемы lifecycle-state, transition logic, defect classification, ranking integration и answer grounding не должны решаться только промптами или “умной формулировкой ответа”. +Проблемы graph connectivity, relation semantics, traversal logic, problem assembly integration и answer grounding не должны решаться только промптами или “умной формулировкой ответа”. -### 3. Нельзя преждевременно тащить Stage 4–6 в кодовую базу -Если какое-либо изменение фактически реализует future-stage runtime, оно должно быть отклонено или отложено, если не доказана его необходимость для Stage 3. +### 3. Нельзя преждевременно тащить Stage 5–6 в кодовую базу +Если какое-либо изменение фактически реализует future-stage runtime, оно должно быть отклонено или отложено, если не доказана его необходимость для Stage 4. ### 4. Нельзя делать большие рефакторы ради абстрактной чистоты Разрешены только те изменения, которые: @@ -175,15 +175,15 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол - повышают устойчивость текущего слоя; - не разрушают траекторию дальнейшего развития. -### 5. Каждый lifecycle-элемент обязан иметь полный контур реализации -Для каждого lifecycle-элемента должны существовать: +### 5. Каждый graph-элемент обязан иметь полный контур реализации +Для каждого graph-элемента должны существовать: - spec-level описание; - runtime-level вычисление; - retrieval/ranking-level использование; - answer-level интерпретация. -### 6. Нельзя вводить состояния и дефекты без evidence mapping -Если состояние/переход/дефект нельзя определить по реально доступным данным, его нельзя вводить как runtime-элемент Stage 3. +### 6. Нельзя вводить узлы/связи без provenance и evidence mapping +Если node/edge нельзя определить по реально доступным данным и привязать к источнику, его нельзя вводить как runtime-элемент Stage 4. --- @@ -195,14 +195,14 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Сначала изучить: - текущий статус; - platform core ТЗ; -- Stage 3; -- зависимость от Stage 2; +- Stage 4; +- зависимости от Stage 3 и Stage 2; - roadmap; - контекст следующих этапов. ### Шаг B. Анализ текущего кода До внесения изменений определить: -- какие части lifecycle already/partially реализованы; +- какие части graph/lifecycle/problem layers already/partially реализованы; - где находятся реальные точки расширения; - какие элементы являются хрупкими; - какие изменения потребуют новых contracts; @@ -221,7 +221,7 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Только после плана переходить к реализации. Изменения должны вноситься малыми порциями, чтобы можно было проверить: -- не вышел ли scope за Stage 3; +- не вышел ли scope за Stage 4; - не сломан ли текущий контур; - не появились ли premature abstractions. @@ -233,6 +233,61 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол - список ограничений; - список нерешённых вопросов; - оценку совместимости с дальнейшими этапами. +- ссылку на run-папку в `llm_normalizer/docs/runs` с артефактами по стандарту структуры волны. + +--- + +## Стандарт структуры run-артефактов (обязательный) + +Для каждой волны тестов и приёмки нужно создавать отдельную run-папку в: + +- `llm_normalizer/docs/runs` + +### 1. Обязательный формат имени run-папки + +Имя папки должно быть в формате: + +- `YYYY-MM-DD_Stage__Wave__` + +Где: +- после даты обязательно идёт `Stage`; +- после `Stage` обязательно идёт `Wave`; +- только потом добавляется краткая тема прогона. + +Пример: +- `2026-03-26_Stage_03_Wave_03_Lifecycle_Prompts` + +### 2. Обязательный состав артефактов run-папки + +В каждой run-папке должны быть минимум: + +- `README.md` (контекст волны и что проверяли); +- `run_summary.json` (команды, результаты, ссылки на артефакты); +- артефакты тестов/прогонов (eval, acceptance, regression и т.д.); +- отдельная папка `prompt_dialogs`. + +### 3. Обязательная папка диалогов `prompt_dialogs` + +Папка `prompt_dialogs` должна содержать данные диалога в формате "вопрос пользователя -> ответ системы" и runtime-контекст: + +- `prompt_dialogs/index.json` (индекс всех кейсов и файлов); + +По каждому кейсу: + +- `prompt_dialogs//.json` (сырой JSON диалога, debug/runtime поля, decomposition/grounding если доступны); +- `prompt_dialogs//.md` (быстро читаемая версия user/system/assistant). + +Эти файлы обязательны для разборов wave-результатов, чтобы быстро видеть: + +- что именно спросил пользователь; +- что вернула система; +- что было декомпозировано и на чём основан ответ; +- что отсутствует или отфильтровано в pipeline. + +### 4. Запрет на смешивание волн + +Нельзя складывать артефакты разных волн в одну и ту же run-папку. +Каждая волна должна иметь собственную папку и собственный набор `prompt_dialogs`. --- @@ -243,20 +298,20 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол ### 1. Summary текущего состояния Краткое описание того, как текущая реализация устроена по коду. -### 2. Gap analysis относительно Stage 3 -Перечень того, чего не хватает для соответствия Stage 3. +### 2. Gap analysis относительно Stage 4 +Перечень того, чего не хватает для соответствия Stage 4. ### 3. Предлагаемый file-level plan Какие файлы нужно менять, создавать или расширять. ### 4. Предлагаемые contracts / types / schemas -Какие lifecycle-сущности и интерфейсы появятся. +Какие graph/lifecycle/problem-сущности и интерфейсы появятся. ### 5. Test plan Какие тесты будут добавлены или обновлены. ### 6. Acceptance mapping -Какие критерии Stage 3 покрываются какими изменениями. +Какие критерии Stage 4 покрываются какими изменениями. ### 7. Explicit non-scope Что сознательно не будет делаться сейчас. @@ -272,7 +327,7 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол 1. Что было проанализировано 2. Что обнаружено 3. Что предлагается изменить -4. Почему это соответствует Stage 3 +4. Почему это соответствует Stage 4 5. Что не входит в текущий scope 6. Какие файлы затрагиваются 7. Какие риски есть @@ -295,8 +350,8 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол ### 2. Явные contracts Всё, что касается: -- lifecycle states/transitions/defects; -- lifecycle resolution; +- graph nodes/edges/relation semantics; +- graph traversal/resolution; - enrichment contracts; - ranking factors; - answer interpretation; @@ -306,11 +361,11 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол ### 3. Контролируемая расширяемость Расширяемость допустима, но только в той мере, в которой она: -- реально нужна Stage 3; +- реально нужна Stage 4; - не заставляет внедрять всю будущую архитектуру заранее. ### 4. Наблюдаемость изменений -Если добавляется новая lifecycle-логика, нужно продумать: +Если добавляется новая graph-логика, нужно продумать: - как она тестируется; - как она логируется; - как проверяется её корректность; @@ -329,10 +384,10 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Следующие действия считаются ошибочными: -- “красивые lifecycle-таблицы” без рабочего resolver; -- lifecycle-поля в логах без влияния на ranking/answer; -- ответы вида “broken_lifecycle” без state/transition логики; -- скрытая реализация Stage 4–6 под видом Stage 3; +- “красивая ontology-схема” без рабочего graph runtime; +- graph-поля в payload без влияния на retrieval/problem assembly/answer; +- формальный builder без typed traversal и causal value; +- скрытая реализация Stage 5–6 под видом Stage 4; - создание новых абстракций без runtime-пользы; - переписывание рабочего контура ради абстрактной чистоты; - неявное изменение scope; @@ -344,12 +399,12 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Если в процессе работы появляется одно или несколько из следующих явлений, нужно остановиться и пересобрать plan: -- предлагается graph runtime как обязательный путь Stage 3; +- graph-модель проектируется без runtime-использования в retrieval/problem assembly/lifecycle; - предлагается full investigation orchestration для “удобства”; -- lifecycle-модели проектируются без data/evidence mapping; -- ranking и answer не получают lifecycle-интеграцию; -- для Stage 3 предлагается большой platform refactor; -- формируется новый data model слой без связи с acceptance criteria Stage 3. +- relation semantics задаются без provenance/evidence mapping; +- answer слой не получает graph-based объяснения; +- для Stage 4 предлагается большой platform refactor; +- формируется новый data model слой без связи с acceptance criteria Stage 4. --- @@ -357,13 +412,14 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Текущая волна считается завершённой только если выполнены одновременно все условия: -1. Реализован scope Stage 3, а не произвольный “улучшенный вариант”. +1. Реализован scope Stage 4, а не произвольный “улучшенный вариант”. 2. Текущий рабочий контур не разрушен. -3. Новые lifecycle contracts описаны явно. +3. Новые graph contracts описаны явно. 4. Есть тесты и/или проверяемые критерии для внесённых изменений. -5. Нет скрытого уезда в Stage 4–6. +5. Нет скрытого уезда в Stage 5–6. 6. Изменения совместимы с platform core ТЗ. 7. Зафиксировано, что сознательно осталось за пределами текущего этапа. +8. Run-артефакты оформлены по стандарту `дата -> Stage -> Wave` и включают обязательную папку `prompt_dialogs`. --- @@ -371,10 +427,10 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Текущая итерация должна дать следующий результат: -- lifecycle-aware problem reasoning вместо generic lifecycle labels; -- stage/transition-aware ranking на covered-доменах; -- более прикладные ответы по сценариям 51/60, 97, ОС, НДС и period close; -- рабочий lifecycle runtime-контур, пригодный для дальнейшего развития. +- graph-backed causal reasoning вместо локальных эвристических связок; +- typed edge traversal в сценариях cross-branch и period-impact; +- более прикладные ответы с явным путём проблемы по связям; +- рабочий graph runtime-контур, пригодный для Stage 5 investigation engine. --- @@ -394,6 +450,6 @@ Stage 3 опирается на problem-centric слой Stage 2 и не дол Главный вопрос перед любым изменением: -**Это действительно необходимо для Stage 3, или это попытка преждевременно реализовать Stage 4–6?** +**Это действительно необходимо для Stage 4, или это попытка преждевременно реализовать Stage 5–6?** Если ответ неочевиден, изменение откладывается и выносится на отдельное согласование. diff --git a/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_CLOSEOUT_2026-03-26.md b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_CLOSEOUT_2026-03-26.md new file mode 100644 index 0000000..c64d3be --- /dev/null +++ b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_CLOSEOUT_2026-03-26.md @@ -0,0 +1,58 @@ +# STAGE_03_CLOSEOUT_2026-03-26 + +## Статус + +- Этап: Stage 3 / Lifecycle Formalization +- Решение: `Accepted / Closed` +- Дата фиксации: 2026-03-26 + +--- + +## Что подтверждено + +1. `03_S3-97-STALLED-NODES` выведен из `out_of_scope` в `in_scope`. +2. Схлопывание доменов в `bank_settlement` устранено. +3. Synthetic placeholders удалены из user-facing `assistant_reply`. +4. Stage 2 regression и Stage 3 probe разделение сохранено. +5. Mojibake cleanup в user-facing layer завершён и подтверждён на всех 9 Stage 3 lifecycle probe кейсах. + +--- + +## Финальные артефакты Stage 3 + +- Основной финальный run: + - `llm_normalizer/docs/runs/2026-03-26_Stage_3_Wave_6_Mojibake_Final_MicroPatch` + +- В run-папке присутствует `prompt_dialogs/stage3_lifecycle_probe`: + - `01_S3-51-WRONG-CLOSE-TYPE` + - `02_S3-60-PAYMENT-WITHOUT-CLOSURE` + - `03_S3-97-STALLED-NODES` + - `04_S3-97-EXPECTED-VS-ACTUAL` + - `05_S3-OS-BRANCH-DIVERGENCE` + - `06_S3-OS-TERMINAL-GAP` + - `07_S3-VAT-CROSS-BRANCH-CONFLICT` + - `08_S3-VAT-ACTUAL-VS-EXPECTED` + - `09_S3-PERIOD-CLOSE-LIFECYCLE-IMPACT` + +--- + +## Техническая валидация на момент закрытия + +- `npm test` (backend): PASS +- `npm run build` (backend): PASS + +--- + +## Что переносится в Stage 4 + +1. Ввести graph-backed causal layer поверх текущих Stage 2/3 контрактов. +2. Перевести retrieval/problem/lifecycle reasoning на typed graph connectivity. +3. Подготовить архитектурную базу под Stage 5 investigation engine без преждевременной реализации Stage 5. + +--- + +## Scope-дисциплина + +- Stage 3 закрыт без изменения prompt-set как механизма решения runtime-проблем. +- Stage 3 завершён без redesign transport/endpoint/base routing. +- Stage 3 завершён без скрытой реализации Stage 4–6. diff --git a/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_TASK_CARD.md b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_TASK_CARD.md index 171abf7..e21809f 100644 --- a/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_TASK_CARD.md +++ b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_03_TASK_CARD.md @@ -12,12 +12,22 @@ ## Статус документа -- Статус: рабочая карта реализации Stage 3 +- Статус: Stage 3 завершён и зафиксирован как accepted (2026-03-26) - Язык: русский - Режим использования: обязателен к прочтению перед любыми изменениями по Stage 3 - При конфликте по архитектурным ограничениям приоритет имеет `TZ_Platform_Core_Accounting_Assistant_Mode.md` - При конфликте по общему режиму работы Codex приоритет имеет `CODEX_MASTER_BRIEF.md` +### Фиксация закрытия Stage 3 (2026-03-26) + +- Приёмка Stage 3 подтверждена. +- Финальный micro-patch по mojibake закрыт. +- Full test suite после финальной стабилизации: `npm test` = PASS. +- Финальные run-артефакты Stage 3: + - `llm_normalizer/docs/runs/2026-03-26_Stage_3_Wave_6_Mojibake_Final_MicroPatch` + +Документ сохраняется как reference-card завершённого этапа и как baseline для Stage 4. + --- ## Контекст @@ -191,7 +201,9 @@ Codex должен вернуть не только код, но и набор - что сделано; - что не сделано сознательно; - какие риски остались; - - что подготовлено для Stage 4. + - что подготовлено для Stage 4; + - run-папка в `llm_normalizer/docs/runs` с именем по схеме `YYYY-MM-DD_Stage__Wave__`; + - обязательная папка `prompt_dialogs` с логами диалогов по кейсам (`index.json`, `.json`, `.md`). --- diff --git a/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_04_TASK_CARD.md b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_04_TASK_CARD.md new file mode 100644 index 0000000..e3520a0 --- /dev/null +++ b/docs/accounting-assistant/accounting-assistant/03_execution/STAGE_04_TASK_CARD.md @@ -0,0 +1,277 @@ +# STAGE_04_TASK_CARD + +## Назначение документа + +Этот документ фиксирует **рабочий implementation scope четвёртого этапа** для Codex и разработчика. +Документ не заменяет Stage 4 ТЗ и не заменяет platform core ТЗ. +Его задача — перевести Stage 4 в практический рабочий контур без расползания в Stage 5–6. + +--- + +## Статус документа + +- Статус: рабочая карта реализации Stage 4 +- Язык: русский +- Режим использования: обязателен к прочтению перед любыми изменениями по Stage 4 +- При конфликте по архитектурным ограничениям приоритет имеет `TZ_Platform_Core_Accounting_Assistant_Mode.md` +- При конфликте по общему режиму работы Codex приоритет имеет `CODEX_MASTER_BRIEF.md` + +--- + +## Контекст + +- Stage 3 закрыт и принят (2026-03-26). +- Текущий baseline: lifecycle-aware reasoning работает, Stage 2 regression и Stage 3 probe разделены. +- Следующий шаг — не расширять prompt-слой, а ввести graph-backed causal layer как основу для дальнейшего investigation режима. + +Опорные артефакты закрытия Stage 3: +- `llm_normalizer/docs/runs/2026-03-26_Stage_3_Wave_6_Mojibake_Final_MicroPatch` + +Стартовая run-папка Stage 4 Wave 1: +- `llm_normalizer/docs/runs/2026-03-26_Stage_04_Wave_01_Kickoff` + +--- + +## Цель Stage 4 + +Stage 4 должен дать **рабочее graph-ядро бухгалтерской предметной области**, чтобы retrieval, lifecycle и problem assembly опирались на единое причинно-следственное представление. + +Практический результат этапа: + +- типизированные graph-узлы и связи для ключевых бухгалтерских сущностей; +- runtime-построение графа с provenance/confidence; +- graph-aware planning/execution для graph-eligible запросов; +- graph-backed problem assembly и lifecycle binding; +- более причинные и проверяемые пользовательские ответы; +- измеримое улучшение по benchmark/eval. + +--- + +## Scope текущей реализации + +### В scope входят + +1. **Graph contracts и schema layer** + - `AccountingGraphNode`; + - `AccountingGraphEdge`; + - `GraphSchemaRegistry`; + - доменные типы узлов/связей для покрываемых сценариев. + +2. **Graph runtime core** + - `GraphBuilder`; + - `GraphTraversalPolicy`; + - `GraphProvenanceLayer`; + - `GraphValidationLayer`. + +3. **Интеграция в retrieval path** + - graph eligibility в planner; + - typed traversal в execution для graph-eligible кейсов; + - детекция missing/conflicting links как runtime сигналов. + +4. **Интеграция в problem/lifecycle layers** + - graph-backed problem assembly; + - graph-backed lifecycle transition checks; + - корректная передача graph evidence в answer layer. + +5. **Интеграция в answer layer** + - user-facing объяснение по causal path; + - явная фиксация отсутствующих/конфликтных связей; + - сохранение честных ограничений confidence/coverage. + +6. **Quality контур Stage 4** + - unit/integration тесты graph core; + - regression на Stage 2/Stage 3 маршрутах; + - benchmark/eval до/после по graph value сценариям. + +--- + +## Что не входит в scope + +### Не делать сейчас + +- полноценный Investigation Engine Stage 5; +- full orchestration case-runtime с глубокой ветвизацией; +- live verification core path и full mode split Stage 6; +- глобальный enterprise graph beyond accounting core Stage 4; +- большой рефактор transport/endpoint/base routing; +- попытки закрыть graph-gap только prompt-изменениями. + +--- + +## Обязательные результаты этапа + +### 1. Рабочая graph-модель по целевым доменам + +Должны быть внедрены типизированные узлы/связи как минимум для доменов, критичных для текущего набора кейсов: + +- 51/60 расчётные цепочки; +- 97 (расходы будущих периодов); +- ОС; +- НДС; +- period_close. + +### 2. Рабочий graph runtime + +Должен существовать runtime-контур, который: + +- строит graph из нормализованных сущностей; +- хранит provenance/confidence; +- поддерживает typed traversal; +- выявляет missing/conflicting edges. + +### 3. Graph-backed retrieval и problem assembly + +- graph-eligible queries реально используют traversal; +- problem units используют graph connectivity, а не только proximity/heuristics. + +### 4. Graph-backed lifecycle binding + +- lifecycle transition checks используют graph relations; +- missing/invalid transitions имеют graph-опору. + +### 5. Улучшение user-facing объяснений + +- ответы показывают причинный путь проблемы; +- видны узлы/связи разрыва; +- сохраняется прозрачность uncertainty. + +### 6. Измеримость ценности + +- есть benchmark suite; +- есть before/after evidence; +- есть отчёт, где именно graph layer даёт прирост качества. + +--- + +## Ожидаемые сущности Stage 4 + +Минимальный набор сущностей/компонентов: + +1. `AccountingGraphNode` +2. `AccountingGraphEdge` +3. `GraphSchemaRegistry` +4. `GraphBuilder` +5. `GraphTraversalPolicy` +6. `GraphProvenanceLayer` +7. `GraphValidationLayer` +8. `GraphBackedProblemAssembly` +9. `GraphBackedLifecycleBinding` + +--- + +## Жёсткие implementation-ограничения + +### 1. Не ломать рабочий контур + +Без прямой необходимости не переписывать: +- transport; +- endpoint; +- base routing; +- normalizer pipeline. + +### 2. Graph только с runtime-value + +Graph считается внедрённым только если влияет на: +- retrieval execution; +- problem assembly; +- lifecycle reasoning; +- user-facing explanation. + +### 3. Никаких бездоказательных узлов/связей + +Нельзя добавлять node/edge, если нет: +- источника данных; +- evidence mapping; +- provenance trace. + +### 4. Stage 5/6 не реализовывать внутри Stage 4 + +Любая попытка внедрить full investigation orchestration или live verification core отклоняется как non-scope. + +--- + +## Порядок работы по Stage 4 + +### Шаг 1. Прочитать материалы + +Обязательно прочитать: +- `CODEX_MASTER_BRIEF.md` +- `TZ_Platform_Core_Accounting_Assistant_Mode.md` +- `TZ_Stage_4_Accounting_Ontology_Graph_Core_Assistant_Mode.md` +- `TZ_Stage_3_Lifecycle_Formalization_Assistant_Mode.md` +- `TZ_Stage_2_Retrieval_Unit_Shift_Assistant_Mode.md` + +### Шаг 2. Сделать code-level mapping + +Нужно определить: +- где безопасно встраивать graph builder; +- где planner/execution могут включать graph traversal; +- где problem/lifecycle layers принимают graph evidence; +- где answer layer получает causal path. + +### Шаг 3. План без кода + +До начала реализации Codex обязан вернуть: +- gap analysis; +- file-level plan; +- contracts/types plan; +- test/eval plan; +- explicit non-scope. + +### Шаг 4. Реализация малыми волнами + +Рекомендуемая последовательность: + +- Волна 1: graph schema + registry; +- Волна 2: graph builder + provenance; +- Волна 3: retrieval planner/execution graph integration; +- Волна 4: problem/lifecycle graph binding; +- Волна 5: answer integration; +- Волна 6: benchmark/eval + hardening. + +--- + +## Acceptance criteria (кратко) + +Stage 4 считается закрытым только если одновременно: + +1. Graph contracts реализованы и используются runtime. +2. Graph traversal реально участвует в graph-eligible запросах. +3. Problem assembly использует graph connectivity. +4. Lifecycle checks используют graph transitions. +5. User-facing ответы отражают causal graph path. +6. Есть before/after подтверждение улучшения. +7. Нет скрытого выезда в Stage 5–6. +8. Run-артефакты оформлены по стандарту `date -> Stage -> Wave`, включая `prompt_dialogs`. + +--- + +## Что Codex обязан явно указать в конце работы + +1. Что сделано +2. Какие файлы изменены +3. Какие graph-сущности и компоненты введены +4. Какие тесты добавлены +5. Какие acceptance criteria закрыты +6. Что сознательно НЕ реализовано +7. Какие риски и ограничения остались +8. Что подготовлено для Stage 5 + +--- + +## Definition of Done + +Stage 4 завершён, если одновременно: + +- graph-ядро работает в runtime, а не только в документации; +- retrieval/problem/lifecycle/answer слои используют graph signals; +- ответы становятся причинно связными и проверяемыми; +- есть измеримая прибавка по benchmark/eval; +- рабочий контур не разрушен; +- нет premature implementation Stage 5–6. + +--- + +## Короткая практическая формула этапа + +**Stage 4 = переход от lifecycle-aware reasoning к graph-backed accounting causality.** diff --git a/docs/snapshots/toolkit/proxy_stdout.log b/docs/snapshots/toolkit/proxy_stdout.log index 9ed2138..20bbf61 100644 --- a/docs/snapshots/toolkit/proxy_stdout.log +++ b/docs/snapshots/toolkit/proxy_stdout.log @@ -184633,3 +184633,8650 @@ INFO: 127.0.0.1:55790 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Conte INFO: 127.0.0.1:55791 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content INFO: 127.0.0.1:55792 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content INFO: 127.0.0.1:55793 - 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"GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57973 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57978 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57981 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57984 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57992 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57995 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:57998 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58001 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58004 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58007 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58010 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58013 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58016 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58020 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58023 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58027 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58030 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58033 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58037 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58040 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58046 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58049 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58052 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58054 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58058 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58062 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58065 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58069 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58073 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58077 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58080 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58084 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58087 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58091 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58094 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58100 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58105 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58108 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58116 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58118 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58122 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58125 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58129 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58132 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58134 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58138 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58141 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58144 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58146 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58148 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58151 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58154 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58157 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content +INFO: 127.0.0.1:58160 - "GET /1c/poll?channel=default HTTP/1.1" 204 No Content diff --git a/llm_normalizer/backend/dist/services/answerComposer.js b/llm_normalizer/backend/dist/services/answerComposer.js index 9da853d..7f93394 100644 --- a/llm_normalizer/backend/dist/services/answerComposer.js +++ b/llm_normalizer/backend/dist/services/answerComposer.js @@ -14,15 +14,85 @@ const UUID_PATTERN = /\b[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f] const LONG_HEX_PATTERN = /\b[0-9a-f]{24,}\b/gi; const RAW_REF_BLOB_PATTERN = /\bevidence_source_ref_v1\|[^\s,;]+/gi; const RAW_REF_TOKEN_PATTERN = /\b(?:source_ref|canonical_ref|entity_id|fragment_id|guid|uuid)\b/gi; +const SYNTHETIC_PLACEHOLDER_PATTERN = /\bunknown_entity(?::[^\s,;]+)?\b/gi; +const SYNTHETIC_FALLBACK_MARKER_PATTERN = /\b(?:unknown_source|unknown_record)\b/gi; +const SYNTHETIC_ROUTE_TOKEN_PATTERN = /\bbatch_refresh_then_store:[^\s,;]+/gi; +const CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN = /(?:[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]){2,}/u; +const LATIN_MOJIBAKE_FRAGMENT_PATTERN = /(?:[\u00D0\u00D1][\u0080-\u00FF]){2,}/u; +const SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN = /^[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]{1,2}$/u; +const PREFIXED_SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN = /^[\p{L}\p{N}_-]+[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]{1,2}$/u; +const MOJIBAKE_SINGLE_MARKER_PATTERN = /^[\u0420\u0421\u00D0\u00D1]$/u; +const MOJIBAKE_MARKER_CHAR_PATTERN = /[\u0402\u0403\u040A\u040C\u040E\u040F\u0452\u0453\u0459\u045A\u045C\u045E\u045F\u201A\u201E\u2020\u2021\u2026\u2030\u20AC\u2122]/u; +const CYRILLIC_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN = /(?:[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]){2,}/gu; +const LATIN_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN = /(?:[\u00D0\u00D1][\u0080-\u00FF]){2,}/g; +const MOJIBAKE_MARKER_CHAR_GLOBAL_PATTERN = /[\u0402\u0403\u040A\u040C\u040E\u040F\u0452\u0453\u0459\u045A\u045C\u045E\u045F\u201A\u201E\u2020\u2021\u2026\u2030\u20AC\u2122]/gu; +function normalizeToken(value) { + return value.replace(/^[^\p{L}\p{N}_-]+|[^\p{L}\p{N}_-]+$/gu, ""); +} +function isLikelyMojibakeToken(value) { + const token = normalizeToken(String(value ?? "")); + if (!token) { + return false; + } + if (MOJIBAKE_SINGLE_MARKER_PATTERN.test(token)) { + return true; + } + if (SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN.test(token)) { + return true; + } + if (token.length <= 8 && PREFIXED_SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN.test(token)) { + return true; + } + return CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN.test(token) || LATIN_MOJIBAKE_FRAGMENT_PATTERN.test(token); +} +function countMojibakeTokens(value) { + return String(value ?? "") + .split(/[\s,.;:!?()[\]{}"']+/g) + .filter((token) => token.length > 0) + .filter((token) => isLikelyMojibakeToken(token)).length; +} +function countMojibakeSingleMarkers(value) { + return String(value ?? "") + .split(/[\s,.;:!?()[\]{}"']+/g) + .filter((token) => token.length > 0) + .map((token) => normalizeToken(token)) + .filter((token) => MOJIBAKE_SINGLE_MARKER_PATTERN.test(token)).length; +} +function stripMojibakeFragments(value) { + const removedByToken = String(value ?? "") + .split(/(\s+)/g) + .map((part) => { + if (/^\s+$/u.test(part)) { + return part; + } + return isLikelyMojibakeToken(part) ? "" : part; + }) + .join(""); + return removedByToken + .replace(CYRILLIC_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN, "") + .replace(LATIN_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN, "") + .replace(MOJIBAKE_MARKER_CHAR_GLOBAL_PATTERN, "") + .replace(/\s+([,.;:!?])/g, "$1") + .replace(/\s{2,}/g, " ") + .trim(); +} function looksLikeMojibake(value) { const text = String(value ?? ""); if (!text.trim()) { return false; } - if (/(?:Р.|С.){5,}/u.test(text)) { + const tokenHits = countMojibakeTokens(text); + const singleMarkers = countMojibakeSingleMarkers(text); + if (tokenHits >= 2 || (tokenHits >= 1 && singleMarkers >= 1) || singleMarkers >= 3) { return true; } - if (/[ЃѓЂђЌќЎў]/u.test(text)) { + if (MOJIBAKE_MARKER_CHAR_PATTERN.test(text)) { + return true; + } + if (CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN.test(text) || LATIN_MOJIBAKE_FRAGMENT_PATTERN.test(text)) { + return true; + } + if (/\uFFFD/u.test(text)) { return true; } return false; @@ -59,14 +129,29 @@ function scrubRawTechnicalRefs(value) { .replace(/\s{2,}/g, " ") .trim(); } -function sanitizeUserFacingReply(value) { - return scrubRawTechnicalRefs(value) - .replace(/[ \t]+\n/g, "\n") - .replace(/\n{3,}/g, "\n\n") +function stripSyntheticPlaceholders(value) { + return String(value ?? "") + .replace(SYNTHETIC_PLACEHOLDER_PATTERN, "") + .replace(SYNTHETIC_FALLBACK_MARKER_PATTERN, "") + .replace(SYNTHETIC_ROUTE_TOKEN_PATTERN, "") + .replace(/[;,:]\s*[;,:]+/g, "; ") + .replace(/\s{2,}/g, " ") .trim(); } +function sanitizeUserFacingReply(value) { + const normalized = scrubRawTechnicalRefs(value).replace(/[ \t]+\n/g, "\n"); + const cleanedLines = normalized + .split(/\r?\n/g) + .map((line) => stripSyntheticPlaceholders(line)) + .map((line) => stripMojibakeFragments(line)) + .map((line) => line.trim()) + .filter((line) => line.length > 0) + .filter((line) => !looksLikeMojibake(line)); + const cleaned = cleanedLines.join("\n").replace(/\n{3,}/g, "\n\n").trim(); + return cleaned || "Available data requires clarification for a reliable user-facing answer."; +} function sanitizeUserText(value) { - const normalized = scrubRawTechnicalRefs(String(value ?? "").replace(/\s+/g, " ").trim()); + const normalized = stripMojibakeFragments(stripSyntheticPlaceholders(scrubRawTechnicalRefs(String(value ?? "").replace(/\s+/g, " ").trim()))); if (!normalized) { return null; } @@ -180,13 +265,13 @@ function buildFallbackWhyIncluded(results) { const filteredRecords = summaryNumber(result, "filtered_records_after_narrowing"); const checkedRecords = summaryNumber(result, "checked_records"); if (routeFocus) { - lines.push(`Проверка выполнена по профилю ${routeFocus}.`); + lines.push(`Проверка выполнена РїРѕ профилю ${routeFocus}.`); } if (sourceRecords !== null && filteredRecords !== null && filteredRecords < sourceRecords) { - lines.push(`Применено сужение выборки: ${filteredRecords} из ${sourceRecords} записей.`); + lines.push(`Применено сужение выборки: ${filteredRecords} РёР· ${sourceRecords} записей.`); } if (checkedRecords !== null) { - lines.push(`Проверено записей в текущем проходе: ${checkedRecords}.`); + lines.push(`Проверено записей РІ текущем РїСЂРѕС…РѕРґРµ: ${checkedRecords}.`); } } return sanitizeUserLines(lines, 4); @@ -195,34 +280,34 @@ function buildFallbackSelectionReasons(results) { const lines = []; for (const result of results.slice(0, 2)) { if (summaryBoolean(result, "semantic_narrowing_applied")) { - lines.push("Отбор выполнен по семантическому сужению предметной области."); + lines.push("Отбор выполнен РїРѕ семантическому сужению предметной области."); } const rankingBasis = summaryStringArray(result, "ranking_basis"); if (rankingBasis.length > 0) { - lines.push(`Ранжирование основано на: ${rankingBasis.join(", ")}.`); + lines.push(`Ранжирование основано РЅР°: ${rankingBasis.join(", ")}.`); } if (summaryBoolean(result, "broad_guard_applied")) { - lines.push("Применен broad-query guard для контроля ложной точности."); + lines.push("Применен broad-query guard для контроля ложной точности."); } } if (lines.length === 0) { - lines.push("Отбор выполнен по совпадению предметных сигналов и доступной evidence-опоры."); + lines.push("Отбор выполнен РїРѕ совпадению предметных сигналов Рё доступной evidence-РѕРїРѕСЂС‹."); } return sanitizeUserLines(lines, 4); } function suggestNextStep(requirements, coverage) { const next = []; if (coverage.clarification_needed_for.length > 0) { - next.push("Уточните период, счет, документ или контрагента для требований: " + coverage.clarification_needed_for.join(", ") + "."); + next.push("Уточните период, счет, документ или контрагента для требований: " + coverage.clarification_needed_for.join(", ") + "."); } if (coverage.requirements_uncovered.length > 0) { - next.push("Проверьте непокрытые требования: " + coverage.requirements_uncovered.join(", ") + "."); + next.push("Проверьте непокрытые требования: " + coverage.requirements_uncovered.join(", ") + "."); } if (coverage.out_of_scope_requirements.length > 0) { - next.push("Часть запроса вне текущего учетного контура: " + coverage.out_of_scope_requirements.join(", ") + "."); + next.push("Часть запроса РІРЅРµ текущего учетного контура: " + coverage.out_of_scope_requirements.join(", ") + "."); } if (next.length === 0 && requirements.length > 0) { - next.push("Следующим шагом можно открыть технический разбор и углубить проверку по выбранным объектам."); + next.push("Следующим шагом можно открыть технический разбор Рё углубить проверку РїРѕ выбранным объектам."); } return next; } @@ -264,21 +349,25 @@ function selectProblemUnitSummary(results) { return selected; } function formatAffectedScope(unit) { + const accountScope = sanitizeUserLines(unit.affected_accounts, 2); + const counterpartyScope = sanitizeUserLines(unit.affected_counterparties, 2); + const documentScope = sanitizeUserLines(unit.affected_documents, 2); + const entityScope = sanitizeUserLines(unit.affected_entities, 2); const scopeParts = []; - if (unit.affected_accounts.length > 0) { - scopeParts.push(`счета: ${unit.affected_accounts.slice(0, 2).join(", ")}`); + if (accountScope.length > 0) { + scopeParts.push(`accounts: ${accountScope.join(", ")}`); } - if (unit.affected_counterparties.length > 0) { - scopeParts.push(`контрагенты: ${unit.affected_counterparties.slice(0, 2).join(", ")}`); + if (counterpartyScope.length > 0) { + scopeParts.push(`counterparties: ${counterpartyScope.join(", ")}`); } - if (unit.affected_documents.length > 0) { - scopeParts.push(`документы: ${unit.affected_documents.slice(0, 2).join(", ")}`); + if (documentScope.length > 0) { + scopeParts.push(`documents: ${documentScope.join(", ")}`); } - if (scopeParts.length === 0 && unit.affected_entities.length > 0) { - scopeParts.push(`объекты: ${unit.affected_entities.slice(0, 2).join(", ")}`); + if (scopeParts.length === 0 && entityScope.length > 0) { + scopeParts.push(`entities: ${entityScope.join(", ")}`); } if (scopeParts.length === 0) { - return "затронутый контур требует уточнения"; + return "affected scope requires clarification"; } return scopeParts.join("; "); } @@ -339,47 +428,47 @@ function buildProblemCentricActions(input) { const actions = []; const unitTypes = new Set(input.units.map((item) => item.problem_unit_type)); if (unitTypes.has("broken_chain_segment")) { - actions.push("Проверьте связку выписка -> документ -> проводка по проблемным участкам цепочки."); + actions.push("Проверьте СЃРІСЏР·РєСѓ выписка -> документ -> РїСЂРѕРІРѕРґРєР° РїРѕ проблемным участкам цепочки."); } if (unitTypes.has("unresolved_settlement_cluster")) { - actions.push("Сверьте хвосты по расчетам: закрылся ли документ оплаты корректным закрывающим документом."); + actions.push("Сверьте хвосты РїРѕ расчетам: закрылся ли документ оплаты корректным закрывающим документом."); } if (unitTypes.has("period_risk_cluster")) { - actions.push("Оцените влияние дефекта на закрытие периода и корректность регламентных операций."); + actions.push("Оцените влияние дефекта РЅР° закрытие периода Рё корректность регламентных операций."); } if (unitTypes.has("cross_branch_inconsistency_cluster")) { - actions.push("Сверьте противоречия между документами, проводками и регистрами по НДС/межконтурным связям."); + actions.push("Сверьте противоречия между документами, проводками Рё регистрами РїРѕ НДС/межконтурным СЃРІСЏР·СЏРј."); } if (unitTypes.has("lifecycle_anomaly_node")) { - actions.push("Проверьте lifecycle объекта: ожидаемый этап не должен оставаться в partially_linked состоянии."); + actions.push("Проверьте lifecycle объекта: ожидаемый этап РЅРµ должен оставаться РІ partially_linked состоянии."); } for (const unit of input.units) { if (unit.lifecycle_defect_type === "stale_active_state") { - actions.push("Проверьте, почему объект завис: ожидаемый переход не должен оставаться в активной стадии."); + actions.push("Проверьте, почему объект завис: ожидаемый переход РЅРµ должен оставаться РІ активной стадии."); } if (unit.lifecycle_defect_type === "misclosed_state") { - actions.push("Проверьте закрывающий документ и проводки: закрытие может быть формальным, но некорректным по пути."); + actions.push("Проверьте закрывающий документ Рё РїСЂРѕРІРѕРґРєРё: закрытие может быть формальным, РЅРѕ некорректным РїРѕ пути."); } if (unit.lifecycle_defect_type === "cross_branch_state_conflict") { - actions.push("Сверьте бухгалтерскую и смежную ветки (например, НДС/расчеты): обнаружен межконтурный конфликт состояния."); + actions.push("Сверьте бухгалтерскую Рё смежную ветки (например, НДС/расчеты): обнаружен межконтурный конфликт состояния."); } } if (input.mode === "clarification_required") { if (input.missingAnchors.period) { - actions.push("Уточните период проверки, чтобы зафиксировать границы проблемного контура."); + actions.push("Уточните период проверки, чтобы зафиксировать границы проблемного контура."); } if (input.missingAnchors.account) { - actions.push("Уточните счет или группу счетов для предметной локализации дефекта."); + actions.push("Уточните счет или РіСЂСѓРїРїСѓ счетов для предметной локализации дефекта."); } if (input.missingAnchors.documentOrObject) { - actions.push("Укажите конкретный документ или объект трассировки для проверки механизма отклонения."); + actions.push("Укажите конкретный документ или объект трассировки для проверки механизма отклонения."); } if (input.missingAnchors.counterparty) { - actions.push("Укажите контрагента/договор, чтобы проверить хвосты и разрывы на конкретной связке."); + actions.push("Укажите контрагента/РґРѕРіРѕРІРѕСЂ, чтобы проверить хвосты Рё разрывы РЅР° конкретной СЃРІСЏР·РєРµ."); } } if (input.coverageReport.requirements_uncovered.length > 0) { - actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); + actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); } return uniqueStrings(actions, 6); } @@ -390,28 +479,28 @@ function buildProblemCentricClarifications(input) { const questions = []; const unitTypes = new Set(input.units.map((item) => item.problem_unit_type)); if (input.missingAnchors.period) { - questions.push("Уточните период (например, 2020-06), в котором нужно проверить проблемный кластер."); + questions.push("Уточните период (например, 2020-06), РІ котором нужно проверить проблемный кластер."); } if (input.missingAnchors.account) { - questions.push("Уточните счет или связку счетов (например, 51/60), где вы ожидаете дефект."); + questions.push("Уточните счет или СЃРІСЏР·РєСѓ счетов (например, 51/60), РіРґРµ РІС‹ ожидаете дефект."); } if (input.missingAnchors.documentOrObject) { - questions.push("Укажите документ/объект, от которого нужно строить проверку цепочки."); + questions.push("Укажите документ/объект, РѕС‚ которого нужно строить проверку цепочки."); } if (input.missingAnchors.counterparty) { - questions.push("Укажите контрагента или договор, по которому проверить незакрытую экспозицию."); + questions.push("Укажите контрагента или РґРѕРіРѕРІРѕСЂ, РїРѕ которому проверить незакрытую экспозицию."); } if (unitTypes.has("broken_chain_segment")) { - questions.push("Уточните участок цепочки: выписка, платежный документ или проводка."); + questions.push("Уточните участок цепочки: выписка, платежный документ или РїСЂРѕРІРѕРґРєР°."); } if (unitTypes.has("period_risk_cluster")) { - questions.push("Уточните, какой этап закрытия периода критичен: начисление, закрытие счетов или НДС-блок."); + questions.push("Уточните, какой этап закрытия периода критичен: начисление, закрытие счетов или НДС-блок."); } if (unitTypes.has("unresolved_settlement_cluster")) { - questions.push("Уточните, интересуют хвосты поставщиков, покупателей или оба направления."); + questions.push("Уточните, интересуют хвосты поставщиков, покупателей или РѕР±Р° направления."); } if (input.coverageReport.clarification_needed_for.length > 0) { - questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); + questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); } return uniqueStrings(questions, 6); } @@ -522,10 +611,10 @@ function limitationReasonToText(code) { function detectMissingAnchors(userMessage) { const lower = String(userMessage ?? "").toLowerCase(); const hasPeriod = /\b20\d{2}(?:[-./](?:0[1-9]|1[0-2]))?\b/.test(lower); - const hasAccount = /(?:\bсчет\b|\baccount\b|\bschet\b|\b\d{2}(?:\.\d{2})?\b)/i.test(lower); - const hasDocumentOrObject = /(?:документ|invoice|guid|object|obj|#\d+|\bid\b|\bref\b|dokument|doc)/i.test(lower); - const hasCounterparty = /(?:контрагент|supplier|buyer|customer|kontragent|postavsh|pokupatel)/i.test(lower); - const hasAnomalyType = /(?:аномал|risk|отклон|разрыв|mismatch|duplicate|tail|цепочк|anomali|hvost)/i.test(lower); + const hasAccount = /(?:\bсчет\b|\baccount\b|\bschet\b|\b\d{2}(?:\.\d{2})?\b)/i.test(lower); + const hasDocumentOrObject = /(?:документ|invoice|guid|object|obj|#\d+|\bid\b|\bref\b|dokument|doc)/i.test(lower); + const hasCounterparty = /(?:контрагент|supplier|buyer|customer|kontragent|postavsh|pokupatel)/i.test(lower); + const hasAnomalyType = /(?:аномал|risk|отклон|разрыв|mismatch|duplicate|tail|цепочк|anomali|hvost)/i.test(lower); return { period: !hasPeriod, account: !hasAccount, @@ -541,53 +630,53 @@ function buildClarificationQuestions(input) { return questions; } if (input.missingAnchors.period) { - questions.push("Уточните период проверки (например, 2020-06)."); + questions.push("Уточните период проверки (например, 2020-06)."); } if (input.missingAnchors.account) { - questions.push("Уточните счет или группу счетов (например, 19, 60, 62)."); + questions.push("Уточните счет или РіСЂСѓРїРїСѓ счетов (например, 19, 60, 62)."); } if (input.missingAnchors.documentOrObject) { - questions.push("Укажите документ/GUID/конкретный объект для трассировки."); + questions.push("Укажите документ/GUID/конкретный объект для трассировки."); } if (input.missingAnchors.counterparty) { - questions.push("Укажите контрагента или группу контрагентов."); + questions.push("Укажите контрагента или РіСЂСѓРїРїСѓ контрагентов."); } if (input.policySignals.broad_query_detected && input.missingAnchors.anomalyType) { - questions.push("Уточните тип отклонения: разрыв цепочки, неверный документ или аномальный риск."); + questions.push("Уточните тип отклонения: разрыв цепочки, неверный документ или аномальный СЂРёСЃРє."); } if (input.coverageReport.clarification_needed_for.length > 0) { - questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); + questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); } return uniqueStrings(questions, 6); } function buildRecommendedActions(input) { const actions = []; if (input.mode === "focused_grounded") { - actions.push("Проверьте 1-2 ключевые записи в учетной базе и зафиксируйте итог в рабочем файле проверки."); + actions.push("Проверьте 1-2 ключевые записи РІ учетной базе Рё зафиксируйте итог РІ рабочем файле проверки."); } if (input.mode === "broad_partial") { - actions.push("Сузьте запрос до периода + счета или периода + документа и повторите проверку."); + actions.push("Сузьте запрос РґРѕ периода + счета или периода + документа Рё повторите проверку."); } if (input.mode === "clarification_required") { - actions.push("Дайте недостающие якоря (период/счет/объект), иначе сильный factual вывод невозможен."); + actions.push("Дайте недостающие СЏРєРѕСЂСЏ (период/счет/объект), иначе сильный factual вывод невозможен."); } if (input.coverageReport.requirements_uncovered.length > 0) { - actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); + actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); } if (input.coverageReport.requirements_partially_covered.length > 0) { - actions.push(`Доуточните частично покрытые требования: ${input.coverageReport.requirements_partially_covered.join(", ")}.`); + actions.push(`Доуточните частично покрытые требования: ${input.coverageReport.requirements_partially_covered.join(", ")}.`); } if (input.policySignals.broad_query_detected && input.policySignals.narrowing_strength !== "strong") { - actions.push("Добавьте более узкий контекст: тип отклонения, группу документов и бизнес-участок."); + actions.push("Добавьте более СѓР·РєРёР№ контекст: тип отклонения, РіСЂСѓРїРїСѓ документов Рё бизнес-участок."); } if (input.limitationReasonCodes.includes("snapshot_only")) { - actions.push("Сверьте критичные выводы с live source-of-record в 1C."); + actions.push("Сверьте критичные выводы СЃ live source-of-record РІ 1C."); } if (input.limitationReasonCodes.includes("weak_source_mapping")) { - actions.push("Проверьте source mapping для связей document/register по указанным ref."); + actions.push("Проверьте source mapping для связей document/register РїРѕ указанным ref."); } if (input.sourceRefs.length > 0) { - actions.push(`Начните проверку с ${input.sourceRefs.length} подтвержденных записей и сверьте их с первичными документами.`); + actions.push(`Начните проверку СЃ ${input.sourceRefs.length} подтвержденных записей Рё сверьте РёС… СЃ первичными документами.`); } return uniqueStrings(actions, 6); } @@ -674,84 +763,88 @@ function buildPolicyDecision(input) { } function buildAnswerSummary(mode) { if (mode === "focused_grounded") - return "Сформирован прямой ответ на основе подтвержденной опоры."; + return "Сформирован РїСЂСЏРјРѕР№ ответ РЅР° РѕСЃРЅРѕРІРµ подтвержденной РѕРїРѕСЂС‹."; if (mode === "broad_partial") - return "Вывод ограничен: есть частичная опора, но не полный coverage."; + return "Вывод ограничен: есть частичная РѕРїРѕСЂР°, РЅРѕ РЅРµ полный coverage."; if (mode === "clarification_required") - return "Нужны уточнения: без сужения strong factual вывод ненадежен."; + return "Нужны уточнения: без сужения strong factual вывод ненадежен."; if (mode === "out_of_scope") - return "Запрос вне доступного учетного контура."; + return "Запрос РІРЅРµ доступного учетного контура."; if (mode === "route_mismatch") - return "Результат маршрута не совпал с предметом вопроса."; + return "Результат маршрута РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°."; if (mode === "empty") - return "В текущем срезе данных релевантные записи не обнаружены."; + return "Р’ текущем срезе данных релевантные записи РЅРµ обнаружены."; if (mode === "no_grounded") - return "Недостаточно опоры для обоснованного ответа."; - return "Не удалось собрать обоснованный ответ по текущему запросу."; + return "Недостаточно РѕРїРѕСЂС‹ для обоснованного ответа."; + return "РќРµ удалось собрать обоснованный ответ РїРѕ текущему запросу."; } function buildDirectAnswer(input) { const topFact = firstMeaningfulFact(input.retrievalResults); if (input.mode === "focused_grounded") { - return topFact ?? "Подтвержденный результат получен; можно продолжать предметную проверку без деградации."; + return topFact ?? "Подтвержденный результат получен; можно продолжать предметную проверку без деградации."; } if (input.mode === "broad_partial") { if (topFact) { - return `Доступен ограниченный подтвержденный фрагмент: ${topFact}`; + return `Доступен ограниченный подтвержденный фрагмент: ${topFact}`; } - return "Есть только ограниченная опора; вывод дан в частичном режиме без ложной точности."; + return "Есть только ограниченная РѕРїРѕСЂР°; вывод дан РІ частичном режиме без ложной точности."; } if (input.mode === "clarification_required") { - return "Текущий запрос слишком широкий или недоопределен; надежный factual вывод пока невозможен."; + return "Текущий запрос слишком широкий или недоопределен; надежный factual вывод РїРѕРєР° невозможен."; } if (input.mode === "out_of_scope") { - return "Могу отвечать только в пределах данных доступного учетного контура."; + return "РњРѕРіСѓ отвечать только РІ пределах данных доступного учетного контура."; } if (input.mode === "route_mismatch") { - return "Предмет результата не совпал с предметом вопроса; требуется уточнение фокуса."; + return "Предмет результата РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°; требуется уточнение фокуса."; } if (input.mode === "empty") { - return "В текущем срезе данных проблемные записи по заданному условию не найдены."; + return "Р’ текущем срезе данных проблемные записи РїРѕ заданному условию РЅРµ найдены."; } if (input.mode === "no_grounded") { - return "Недостаточно подтвержденной опоры для ответа в требуемой точности."; + return "Недостаточно подтвержденной РѕРїРѕСЂС‹ для ответа РІ требуемой точности."; } if (input.policySignals.minimum_evidence_failed) { - return "Маршрут отработал, но минимальная evidence-опора не пройдена."; + return "Маршрут отработал, РЅРѕ минимальная evidence-РѕРїРѕСЂР° РЅРµ пройдена."; } - return "Не удалось сформировать обоснованный ответ; нужно уточнение запроса."; + return "РќРµ удалось сформировать обоснованный ответ; нужно уточнение запроса."; } function buildProblemCentricAnswerSummary(input) { if (input.lifecycleEnriched && input.summary?.lifecycle_enriched_units && input.summary.lifecycle_enriched_units > 0) { if (input.mode === "clarification_required") { - return "Выявлены lifecycle-дефекты, но для надежного вывода требуется уточнение предметных якорей."; + return "Выявлены lifecycle-дефекты, РЅРѕ для надежного вывода требуется уточнение предметных якорей."; } - return `Сформирован lifecycle-aware problem срез: выделено ${input.summary.lifecycle_enriched_units} lifecycle-узлов с приоритетом по дефектам перехода.`; + return `Сформирован lifecycle-aware problem срез: выделено ${input.summary.lifecycle_enriched_units} lifecycle-узлов СЃ приоритетом РїРѕ дефектам перехода.`; } if (input.mode === "clarification_required") { - return "Выявлены проблемные кластеры, но для надежного вывода требуется предметное уточнение фокуса."; + return "Выявлены проблемные кластеры, РЅРѕ для надежного вывода требуется предметное уточнение фокуса."; } if (input.weakUnits) { - return "Сформирован problem-centric срез с ограниченной опорой; вывод предварительный и требует до-проверки."; + return "Сформирован problem-centric срез СЃ ограниченной РѕРїРѕСЂРѕР№; вывод предварительный Рё требует РґРѕ-проверки."; } if (input.summary?.units_total && input.summary.units_total > 1) { - return `Сформирован problem-centric срез: выделено ${input.summary.units_total} проблемных кластера с приоритетами.`; + return `Сформирован problem-centric срез: выделено ${input.summary.units_total} проблемных кластера СЃ приоритетами.`; } - return "Сформирован problem-centric срез: выделен ключевой проблемный кластер и затронутый контур."; + return "Сформирован problem-centric срез: выделен ключевой проблемный кластер Рё затронутый контур."; } function buildProblemCentricDirectAnswer(input) { const lead = input.mode === "clarification_required" - ? "Обнаружены проблемные зоны, но без уточнения якорей сильный factual-вывод преждевременен." + ? "Обнаружены проблемные Р·РѕРЅС‹, РЅРѕ без уточнения якорей сильный factual-вывод преждевременен." : input.weakUnits - ? "Выделены проблемные зоны с ограниченной надежностью; вывод дан в ограниченном режиме." + ? "Выделены проблемные Р·РѕРЅС‹ СЃ ограниченной надежностью; вывод дан РІ ограниченном режиме." : input.lifecycleAnswerEnabled && hasLifecycleResolution(input.units) - ? "Выделены lifecycle-проблемы: определены текущие/ожидаемые стадии и тип нарушения перехода." - : "Выделены ключевые проблемные зоны и их влияние на учетный контур."; + ? "Выделены lifecycle-проблемы: определены текущие/ожидаемые стадии Рё тип нарушения перехода." + : "Выделены ключевые проблемные Р·РѕРЅС‹ Рё РёС… влияние РЅР° учетный контур."; const unitLines = input.units.map((unit) => { const scope = formatAffectedScope(unit); const lifecycleScope = input.lifecycleAnswerEnabled ? formatLifecycleScope(unit) : null; - const lifecycleInterpretation = input.lifecycleAnswerEnabled ? unit.business_lifecycle_interpretation : null; + const lifecycleInterpretation = input.lifecycleAnswerEnabled && unit.business_lifecycle_interpretation + ? sanitizeUserText(unit.business_lifecycle_interpretation) + : null; + const title = sanitizeUserText(unit.title) ?? "Problem cluster detected"; + const defect = sanitizeUserText(unit.business_defect_class) ?? "detected_issue"; const segments = [ - `${unit.title}: ${unit.business_defect_class}`, + `${title}: ${defect}`, scope, lifecycleScope, lifecycleInterpretation, @@ -762,9 +855,9 @@ function buildProblemCentricDirectAnswer(input) { return `- ${segments.join("; ")}.`; }); if (unitLines.length === 0) { - return `${lead}\nПроблемные кластеры не удалось детализировать в текущем срезе.`; + return `${lead}\nПроблемные кластеры РЅРµ удалось детализировать РІ текущем срезе.`; } - return [lead, "Проблемные кластеры:", ...unitLines].join("\n"); + return [lead, "Проблемные кластеры:", ...unitLines].join("\n"); } function buildProblemCentricAnswerStructure(input) { const weakUnits = input.selectedUnits.every((item) => item.confidence.grade === "low"); @@ -1098,20 +1191,20 @@ function composeExplainableAnswer(input, scopeLabel) { const limitations = uniqueStrings([...extractLimitations(input.retrievalResults), ...input.groundingCheck.reasons]); const nextSteps = suggestNextStep(input.requirements, input.coverageReport); const lead = scopeLabel === "full" - ? "Итог: запрос обработан по предмету, найденные объекты подтверждены данными контура." - : "Итог: запрос обработан частично, ниже подтвержденная часть и ограничения."; - return [ + ? "Итог: запрос обработан РїРѕ предмету, найденные объекты подтверждены данными контура." + : "Итог: запрос обработан частично, ниже подтвержденная часть Рё ограничения."; + return sanitizeUserFacingReply([ lead, - facts.length > 0 ? "Подтвержденные результаты:\n" + formatList(facts) : "", - whyIncluded.length > 0 ? "Почему это попало в ответ:\n" + formatList(whyIncluded) : "", - selectionReasons.length > 0 ? "Основание отбора:\n" + formatList(selectionReasons) : "", - riskFactors.length > 0 ? "Подтверждающие признаки:\n" + formatList(riskFactors) : "", - interpretation.length > 0 ? "Практический смысл:\n" + formatList(interpretation) : "", - limitations.length > 0 ? "Ограничения:\n" + formatList(limitations) : "", - nextSteps.length > 0 ? "Что проверить дальше:\n" + formatList(nextSteps) : "" + facts.length > 0 ? "Подтвержденные результаты:\n" + formatList(facts) : "", + whyIncluded.length > 0 ? "Почему это попало РІ ответ:\n" + formatList(whyIncluded) : "", + selectionReasons.length > 0 ? "Основание отбора:\n" + formatList(selectionReasons) : "", + riskFactors.length > 0 ? "Подтверждающие признаки:\n" + formatList(riskFactors) : "", + interpretation.length > 0 ? "Практический смысл:\n" + formatList(interpretation) : "", + limitations.length > 0 ? "Ограничения:\n" + formatList(limitations) : "", + nextSteps.length > 0 ? "Что проверить дальше:\n" + formatList(nextSteps) : "" ] .filter(Boolean) - .join("\n\n"); + .join("\n\n")); } function composeAssistantAnswer(input) { if (input.enableAnswerPolicyV11) { @@ -1122,13 +1215,15 @@ function composeAssistantAnswer(input) { const partialResults = input.retrievalResults.filter((item) => item.status === "partial"); const emptyResults = input.retrievalResults.filter((item) => item.status === "empty"); const errorResults = input.retrievalResults.filter((item) => item.status === "error"); + const legacyEvidenceItems = flattenEvidence(input.retrievalResults); + const legacyLimitationReasonCodes = collectLimitationReasonCodes(legacyEvidenceItems); const hasBroadMinimumEvidenceSignal = input.retrievalResults.some((item) => summaryBoolean(item, "broad_guard_applied") && summaryBoolean(item, "minimum_evidence_failed")); const hasBroadClarificationSignal = input.retrievalResults.some((item) => summaryBoolean(item, "broad_guard_applied") && summaryBoolean(item, "minimum_evidence_failed") && summaryString(item, "degraded_to") === "clarification"); if (fallbackType === "out_of_scope" && input.coverageReport.requirements_covered === 0) { return { - assistant_reply: "Я могу отвечать только по данным вашей учетной базы. Этот запрос выходит за рамки доступного контура.", + assistant_reply: "РЇ РјРѕРіСѓ отвечать только РїРѕ данным вашей учетной базы. Этот запрос выходит Р·Р° рамки доступного контура.", fallback_type: "out_of_scope", reply_type: "out_of_scope" }; @@ -1136,8 +1231,8 @@ function composeAssistantAnswer(input) { if (input.groundingCheck.status === "route_mismatch_blocked") { return { assistant_reply: [ - "Не отправляю финальный ответ, потому что предмет результата не совпал с предметом вопроса.", - "Уточните формулировку (например, нужный счет/участок учета), и я выполню повторный проход." + "РќРµ отправляю финальный ответ, потому что предмет результата РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°.", + "Уточните формулировку (например, нужный счет/участок учета), Рё СЏ выполню повторный РїСЂРѕС…РѕРґ." ].join("\n\n"), fallback_type: "partial", reply_type: "route_mismatch_blocked" @@ -1145,28 +1240,28 @@ function composeAssistantAnswer(input) { } if (input.groundingCheck.status === "no_grounded_answer" && okResults.length === 0 && !hasBroadMinimumEvidenceSignal) { return { - assistant_reply: "Пока не удалось собрать предметно подтвержденный ответ по вашему вопросу. Нужны дополнительные уточнения по периоду или объекту проверки.", + assistant_reply: "РџРѕРєР° РЅРµ удалось собрать предметно подтвержденный ответ РїРѕ вашему РІРѕРїСЂРѕСЃСѓ. Нужны дополнительные уточнения РїРѕ периоду или объекту проверки.", fallback_type: fallbackType, reply_type: "no_grounded_answer" }; } if (hasBroadClarificationSignal && okResults.length === 0 && partialResults.length === 0) { return { - assistant_reply: "Запрос слишком широкий для надежного вывода по текущей опоре. Уточните период, участок учета или объект проверки, после чего я дам предметный результат.", + assistant_reply: "Запрос слишком широкий для надежного вывода РїРѕ текущей РѕРїРѕСЂРµ. Уточните период, участок учета или объект проверки, после чего СЏ дам предметный результат.", fallback_type: "clarification", reply_type: "clarification_required" }; } if (fallbackType === "clarification" && okResults.length === 0 && partialResults.length === 0) { return { - assistant_reply: "Уточните, пожалуйста, период, счет, документ или контрагента, чтобы закрыть все части вопроса корректно.", + assistant_reply: "Уточните, пожалуйста, период, счет, документ или контрагента, чтобы закрыть РІСЃРµ части РІРѕРїСЂРѕСЃР° корректно.", fallback_type: "clarification", reply_type: "clarification_required" }; } if (errorResults.length > 0 && okResults.length === 0 && partialResults.length === 0) { return { - assistant_reply: "Не удалось получить данные из контура. Попробуйте повторить запрос или уточнить формулировку.", + assistant_reply: "РќРµ удалось получить данные РёР· контура. Попробуйте повторить запрос или уточнить формулировку.", fallback_type: fallbackType, reply_type: "backend_error" }; @@ -1180,7 +1275,7 @@ function composeAssistantAnswer(input) { } if (okResults.length === 0 && partialResults.length === 0 && emptyResults.length > 0) { return { - assistant_reply: "По заданному условию в текущем срезе данных явных проблемных записей не найдено.", + assistant_reply: "РџРѕ заданному условию РІ текущем срезе данных явных проблемных записей РЅРµ найдено.", fallback_type: fallbackType, reply_type: "empty_but_valid" }; @@ -1190,7 +1285,9 @@ function composeAssistantAnswer(input) { input.coverageReport.clarification_needed_for.length > 0 || input.coverageReport.out_of_scope_requirements.length > 0 || input.groundingCheck.status === "partial" || - errorResults.length > 0; + errorResults.length > 0 || + legacyLimitationReasonCodes.includes("weak_source_mapping") || + legacyLimitationReasonCodes.includes("missing_mechanism"); if (okResults.length > 0 && hasPartialCoverage) { return { assistant_reply: composeExplainableAnswer(input, "partial"), @@ -1206,7 +1303,7 @@ function composeAssistantAnswer(input) { }; } return { - assistant_reply: "По текущему запросу не удалось построить обоснованный ответ. Уточните формулировку и попробуйте снова.", + assistant_reply: "РџРѕ текущему запросу РЅРµ удалось построить обоснованный ответ. Уточните формулировку Рё попробуйте СЃРЅРѕРІР°.", fallback_type: "unknown", reply_type: "backend_error" }; diff --git a/llm_normalizer/backend/dist/services/assistantDataLayer.js b/llm_normalizer/backend/dist/services/assistantDataLayer.js index a57c54c..722ebb4 100644 --- a/llm_normalizer/backend/dist/services/assistantDataLayer.js +++ b/llm_normalizer/backend/dist/services/assistantDataLayer.js @@ -917,10 +917,10 @@ class AssistantDataLayer { result = this.executeRisk(fragmentText, data); } else if (route === "batch_refresh_then_store") { - result = this.executeBatch(data); + result = this.executeBatch(fragmentText, data); } else if (route === "store_canonical") { - result = this.executeCanonical(data); + result = this.executeCanonical(fragmentText, data); } else if (route === "live_mcp_drilldown") { result = this.executeDrilldown(fragmentText, data); @@ -1207,7 +1207,9 @@ class AssistantDataLayer { errors: [] }; } - executeRisk(_fragmentText, data) { + executeRisk(fragmentText, data) { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); + const profileRiskFactors = semanticProfile.anomaly_patterns; const records = [...data.problemCases, ...data.ndsRegisters]; const scored = records .map((record) => { @@ -1258,12 +1260,15 @@ class AssistantDataLayer { items: [], summary: { checked_records: records.length, - risky_records: 0 + risky_records: 0, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: [], why_included: [], selection_reason: ["Р РёСЃРє-оценка выполнялась РїРѕ техническим признакам, РЅРѕ записи выше РїРѕСЂРѕРіР° РЅРµ найдены."], - risk_factors: [], + risk_factors: profileRiskFactors, business_interpretation: ["РџРѕ текущему срезу явные СЂРёСЃРє-признаки РЅРµ обнаружены."], confidence: "medium", limitations: ["Оценка основана РЅР° snapshot-данных Рё эвристическом risk score."], @@ -1271,6 +1276,13 @@ class AssistantDataLayer { }; } const averageScore = items.reduce((acc, item) => acc + item.risk_score, 0) / items.length; + const normalizedRiskFactors = uniqueStrings([ + ...profileRiskFactors, + "unknown_link_count", + "zero_guid_values", + "navigation_links", + "missing_counterparty_link" + ]); return { status: "ok", result_type: "list", @@ -1278,7 +1290,10 @@ class AssistantDataLayer { summary: { checked_records: records.length, risky_records: items.length, - average_risk_score: Number(averageScore.toFixed(2)) + average_risk_score: Number(averageScore.toFixed(2)), + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 10).map((item) => ({ source_entity: item.source_entity, @@ -1287,21 +1302,18 @@ class AssistantDataLayer { })), why_included: ["Р’ ответ включены записи СЃ risk_score >= 2."], selection_reason: [ - "score растет РїСЂРё unknown links, zero GUID, навигационных ссылках Рё отсутствии СЏРІРЅРѕРіРѕ контрагента." - ], - risk_factors: [ - "unknown_link_count", - "zero_guid_values", - "navigation_links", - "missing_counterparty_link" + "score растет РїСЂРё unknown links, zero GUID, навигационных ссылках Рё отсутствии СЏРІРЅРѕРіРѕ контрагента.", + `Semantic profile subject: ${semanticProfile.query_subject}.` ], + risk_factors: normalizedRiskFactors, business_interpretation: ["Эти записи требуют первичной бухгалтерской проверки как потенциальные аномалии."], confidence: "high", limitations: ["Р РёСЃРє-факторы определяются эвристикой, Р° РЅРµ полным набором бизнес-правил 1РЎ."], errors: [] }; } - executeBatch(data) { + executeBatch(fragmentText, data) { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); const source = [...data.problemCases, ...data.keyFields, ...data.docs]; const byEntity = new Map(); for (const record of source) { @@ -1321,7 +1333,10 @@ class AssistantDataLayer { items, summary: { checked_records: source.length, - ranked_entities: items.length + ranked_entities: items.length, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 5).map((item) => ({ entity: item.entity, @@ -1329,17 +1344,20 @@ class AssistantDataLayer { })), why_included: items.length > 0 ? ["Показаны сущности СЃ максимальным количеством записей."] : [], selection_reason: ["Ранжирование выполнено РїРѕ records_count РїРѕ убыванию."], - risk_factors: ["Высокий объем записей РїРѕ сущности повышает приоритет проверки."], + risk_factors: uniqueStrings(["entity_volume_spike", ...semanticProfile.anomaly_patterns]), business_interpretation: [ - "Сущности РІ топе ранга чаще дают наибольший вклад РІ проблемный объем Рё требуют приоритетного аудита." + "Top entities by volume highlight where lifecycle-focused review should start first." ], confidence: "medium", limitations: ["Ранжирование РїРѕ объему РЅРµ всегда эквивалентно бизнес-СЂРёСЃРєСѓ."], errors: [] }; } - executeCanonical(data) { - const items = data.docs + executeCanonical(fragmentText, data) { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); + const useVatSource = semanticProfile.domain_scope.includes("vat") || semanticProfile.domain_scope.includes("taxes"); + const sourceRecords = useVatSource ? [...data.ndsRegisters, ...data.keyFields] : data.docs; + const items = sourceRecords .map((record) => { const period = extractDate(record); return { @@ -1360,8 +1378,11 @@ class AssistantDataLayer { result_type: "list", items, summary: { - checked_records: data.docs.length, - returned_records: items.length + checked_records: sourceRecords.length, + returned_records: items.length, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 6).map((item) => ({ source_entity: item.source_entity, @@ -1369,8 +1390,11 @@ class AssistantDataLayer { period: item.period })), why_included: items.length > 0 ? ["Показаны последние РїРѕ дате записи канонического документного слоя."] : [], - selection_reason: ["Отбор РїРѕ максимальной дате документа РІ пределах snapshot."], - risk_factors: [], + selection_reason: [ + "Отбор РїРѕ максимальной дате документа РІ пределах snapshot.", + `Semantic profile subject: ${semanticProfile.query_subject}.` + ], + risk_factors: semanticProfile.anomaly_patterns, business_interpretation: ["Слой отражает базовый factual-срез документов для оперативной сверки."], confidence: "high", limitations: ["Это read-only snapshot, Р° РЅРµ онлайн-состояние 1РЎ."], diff --git a/llm_normalizer/backend/dist/services/lifecycleRuntime.js b/llm_normalizer/backend/dist/services/lifecycleRuntime.js index 6fa7a7d..4547eed 100644 --- a/llm_normalizer/backend/dist/services/lifecycleRuntime.js +++ b/llm_normalizer/backend/dist/services/lifecycleRuntime.js @@ -32,18 +32,92 @@ function includesAny(source, patterns) { function hasToken(values, pattern) { return values.some((value) => pattern.test(value)); } -function defaultExpectedState(domain) { - if (domain === "bank_settlement") - return "settlement_closed"; - if (domain === "customer_settlement") - return "receivable_closed"; - if (domain === "deferred_expense") - return "fully_written_off"; - if (domain === "fixed_asset") - return "depreciation_active"; - if (domain === "vat_flow") - return "vat_deducted"; - return "close_completed"; +function normalizeStateToken(value) { + return value.trim().toLowerCase(); +} +function resolveStateCode(model, stateCode) { + if (!stateCode || typeof stateCode !== "string") { + return null; + } + const normalized = normalizeStateToken(stateCode); + const matched = model.states.find((state) => normalizeStateToken(state.state_code) === normalized); + return matched?.state_code ?? null; +} +function defaultInitialState(model) { + const initial = model.states.find((state) => state.state_class === "initial"); + if (initial) { + return initial.state_code; + } + return model.states[0]?.state_code ?? "unknown_state"; +} +function defaultExpectedState(model) { + const terminal = model.states.find((state) => state.is_terminal || state.state_class === "terminal"); + if (terminal) { + return terminal.state_code; + } + const active = model.states.find((state) => state.state_class === "active"); + if (active) { + return active.state_code; + } + return defaultInitialState(model); +} +function expectedTransitionAdjacency(model) { + const graph = new Map(); + for (const transition of model.transitions) { + if (transition.transition_type !== "expected") { + continue; + } + const from = transition.from_state; + const to = transition.to_state; + const current = graph.get(from) ?? []; + if (!current.includes(to)) { + current.push(to); + } + graph.set(from, current); + } + return graph; +} +function shortestExpectedPath(model, fromState, toState) { + if (fromState === toState) { + return [fromState]; + } + const graph = expectedTransitionAdjacency(model); + const queue = [[fromState]]; + const visited = new Set([fromState]); + while (queue.length > 0) { + const path = queue.shift(); + if (!path) { + continue; + } + const tail = path[path.length - 1]; + const nextStates = graph.get(tail) ?? []; + for (const nextState of nextStates) { + if (visited.has(nextState)) { + continue; + } + const nextPath = [...path, nextState]; + if (nextState === toState) { + return nextPath; + } + visited.add(nextState); + queue.push(nextPath); + } + } + return null; +} +function transitionEdgeLabel(fromState, toState) { + return `${fromState}->${toState}`; +} +function resolvePreviousStates(model, currentState) { + const initialState = defaultInitialState(model); + if (initialState === currentState) { + return []; + } + const path = shortestExpectedPath(model, initialState, currentState); + if (!path || path.length <= 1) { + return []; + } + return path.slice(0, -1); } const LIFECYCLE_DOMAIN_MODELS = { bank_settlement: { @@ -53,53 +127,53 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "initiated_payment", - state_label: "Платеж инициирован", + state_label: "Платеж инициирован", state_class: "initial", entry_conditions: ["payment_order_created"], exit_conditions: ["bank_recorded"], is_terminal: false, is_problematic: false, - business_meaning: "Есть инициирование платежа." + business_meaning: "Есть инициирование платежа." }, { state_code: "bank_recorded", - state_label: "Платеж отражен банком", + state_label: "Платеж отражен банком", state_class: "active", entry_conditions: ["bank_statement_recorded"], exit_conditions: ["settlement_linked"], is_terminal: false, is_problematic: false, - business_meaning: "Движение денег зафиксировано, ожидается расчетное закрытие." + business_meaning: "Движение денег зафиксировано, ожидается расчетное закрытие." }, { state_code: "settlement_closed", - state_label: "Расчет закрыт", + state_label: "Расчет закрыт", state_class: "terminal", entry_conditions: ["payment_to_settlement_linked"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Платеж доведен до расчетного результата." + business_meaning: "Платеж доведен РґРѕ расчетного результата." }, { state_code: "stale_unlinked_payment", - state_label: "Платеж завис без закрытия", + state_label: "Платеж завис без закрытия", state_class: "problematic", entry_conditions: ["bank_recorded", "missing_link"], exit_conditions: ["settlement_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Платеж отражен, но ожидаемая связь по расчету не завершена." + business_meaning: "Платеж отражен, РЅРѕ ожидаемая СЃРІСЏР·СЊ РїРѕ расчету РЅРµ завершена." }, { state_code: "misclosed_payment", - state_label: "Платеж закрыт некорректно", + state_label: "Платеж закрыт некорректно", state_class: "problematic", entry_conditions: ["wrong_document_type_or_posting_mismatch"], exit_conditions: ["settlement_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Формальное закрытие есть, но путь закрытия неверный." + business_meaning: "Формальное закрытие есть, РЅРѕ путь закрытия неверный." } ], transitions: [ @@ -110,7 +184,7 @@ const LIFECYCLE_DOMAIN_MODELS = { required_evidence: ["bank_statement_recorded"], optional_evidence: ["payment_order"], forbidden_conditions: [], - business_meaning: "Платеж должен появиться во выписке." + business_meaning: "Платеж должен появиться РІРѕ выписке." }, { from_state: "bank_recorded", @@ -119,7 +193,7 @@ const LIFECYCLE_DOMAIN_MODELS = { required_evidence: ["payment_to_settlement_link"], optional_evidence: ["document_to_posting"], forbidden_conditions: ["wrong_document_type"], - business_meaning: "После выписки должен закрываться расчет." + business_meaning: "После выписки должен закрываться расчет." } ], defects: [] @@ -131,43 +205,43 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "invoice_issued", - state_label: "Реализация отражена", + state_label: "Реализация отражена", state_class: "initial", entry_conditions: ["realization_document_exists"], exit_conditions: ["payment_recorded"], is_terminal: false, is_problematic: false, - business_meaning: "Возникла дебиторская позиция." + business_meaning: "Возникла дебиторская позиция." }, { state_code: "payment_recorded", - state_label: "Оплата отражена", + state_label: "Оплата отражена", state_class: "active", entry_conditions: ["payment_document_exists"], exit_conditions: ["receivable_closed"], is_terminal: false, is_problematic: false, - business_meaning: "Оплата есть, ожидается корректное закрытие." + business_meaning: "Оплата есть, ожидается корректное закрытие." }, { state_code: "receivable_closed", - state_label: "Дебиторка закрыта", + state_label: "Дебиторка закрыта", state_class: "terminal", entry_conditions: ["closing_document_linked"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Дебиторская позиция закрыта корректно." + business_meaning: "Дебиторская позиция закрыта корректно." }, { state_code: "stale_receivable", - state_label: "Дебиторка зависла", + state_label: "Дебиторка зависла", state_class: "problematic", entry_conditions: ["unresolved_settlement"], exit_conditions: ["receivable_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Позиция остается незавершенной дольше ожидаемого." + business_meaning: "Позиция остается незавершенной дольше ожидаемого." } ], transitions: [ @@ -178,7 +252,7 @@ const LIFECYCLE_DOMAIN_MODELS = { required_evidence: ["payment_document_exists"], optional_evidence: [], forbidden_conditions: [], - business_meaning: "После реализации ожидается оплата/зачет." + business_meaning: "После реализации ожидается оплата/зачет." }, { from_state: "payment_recorded", @@ -187,7 +261,7 @@ const LIFECYCLE_DOMAIN_MODELS = { required_evidence: ["closing_document_linked"], optional_evidence: ["register_movement_exists"], forbidden_conditions: ["cross_branch_inconsistency"], - business_meaning: "Оплата должна завершаться корректным закрытием расчета." + business_meaning: "Оплата должна завершаться корректным закрытием расчета." } ], defects: [] @@ -199,43 +273,43 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "recognized", - state_label: "РБП признан", + state_label: "РБП признан", state_class: "initial", entry_conditions: ["deferred_expense_created"], exit_conditions: ["writeoff_started"], is_terminal: false, is_problematic: false, - business_meaning: "РБП поставлен на учет." + business_meaning: "РБП поставлен РЅР° учет." }, { state_code: "partially_written_off", - state_label: "Частичное списание", + state_label: "Частичное списание", state_class: "active", entry_conditions: ["partial_writeoff_exists"], exit_conditions: ["fully_written_off"], is_terminal: false, is_problematic: false, - business_meaning: "Списание идет по графику." + business_meaning: "Списание идет РїРѕ графику." }, { state_code: "fully_written_off", - state_label: "РБП полностью списан", + state_label: "РБП полностью списан", state_class: "terminal", entry_conditions: ["full_writeoff_exists"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "РБП завершил lifecycle." + business_meaning: "РБП завершил lifecycle." }, { state_code: "overdue_writeoff", - state_label: "Просроченное списание", + state_label: "Просроченное списание", state_class: "problematic", entry_conditions: ["period_boundary", "missing_link"], exit_conditions: ["fully_written_off"], is_terminal: false, is_problematic: true, - business_meaning: "РБП живет дольше допустимого окна." + business_meaning: "РБП живет дольше допустимого РѕРєРЅР°." } ], transitions: [], @@ -248,53 +322,53 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "capitalized", - state_label: "Капвложения отражены", + state_label: "Капвложения отражены", state_class: "initial", entry_conditions: ["capitalization_document_exists"], exit_conditions: ["accepted_for_accounting"], is_terminal: false, is_problematic: false, - business_meaning: "Объект зафиксирован как вложение." + business_meaning: "Объект зафиксирован как вложение." }, { state_code: "accepted_for_accounting", - state_label: "Принят к учету", + state_label: "РџСЂРёРЅСЏС‚ Рє учету", state_class: "active", entry_conditions: ["acceptance_document_exists"], exit_conditions: ["depreciation_active"], is_terminal: false, is_problematic: false, - business_meaning: "Объект переведен в основной контур учета." + business_meaning: "Объект переведен РІ РѕСЃРЅРѕРІРЅРѕР№ контур учета." }, { state_code: "depreciation_active", - state_label: "Амортизация активна", + state_label: "Амортизация активна", state_class: "active", entry_conditions: ["depreciation_register_movement"], exit_conditions: ["disposed"], is_terminal: false, is_problematic: false, - business_meaning: "Жизненный цикл ОС идет штатно." + business_meaning: "Жизненный цикл РћРЎ идет штатно." }, { state_code: "contradictory_asset_state", - state_label: "Противоречивый статус ОС", + state_label: "Противоречивый статус РћРЎ", state_class: "problematic", entry_conditions: ["posting_mismatch_or_wrong_path"], exit_conditions: ["depreciation_active"], is_terminal: false, is_problematic: true, - business_meaning: "Статус ОС формально есть, но смыслово противоречив." + business_meaning: "Статус РћРЎ формально есть, РЅРѕ смыслово противоречив." }, { state_code: "disposed", - state_label: "Выбыл", + state_label: "Выбыл", state_class: "terminal", entry_conditions: ["disposal_document_exists"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Жизненный цикл ОС завершен." + business_meaning: "Жизненный цикл РћРЎ завершен." } ], transitions: [], @@ -307,43 +381,43 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "vat_registered", - state_label: "НДС отражен документно", + state_label: "НДС отражен документно", state_class: "initial", entry_conditions: ["invoice_registered"], exit_conditions: ["vat_reflected"], is_terminal: false, is_problematic: false, - business_meaning: "Сформирован первичный документный слой НДС." + business_meaning: "Сформирован первичный документный слой НДС." }, { state_code: "vat_reflected", - state_label: "НДС отражен в учете", + state_label: "НДС отражен РІ учете", state_class: "active", entry_conditions: ["vat_register_movement"], exit_conditions: ["vat_deducted"], is_terminal: false, is_problematic: false, - business_meaning: "НДС проходит штатную стадию отражения." + business_meaning: "НДС РїСЂРѕС…РѕРґРёС‚ штатную стадию отражения." }, { state_code: "vat_deducted", - state_label: "НДС принят к вычету", + state_label: "НДС РїСЂРёРЅСЏС‚ Рє вычету", state_class: "terminal", entry_conditions: ["deduction_confirmed"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "НДС-цепочка завершена корректно." + business_meaning: "НДС-цепочка завершена корректно." }, { state_code: "vat_conflict", - state_label: "Конфликт НДС-цепочки", + state_label: "Конфликт НДС-цепочки", state_class: "problematic", entry_conditions: ["cross_branch_inconsistency"], exit_conditions: ["vat_reflected"], is_terminal: false, is_problematic: true, - business_meaning: "Бухгалтерская и налоговая ветки расходятся." + business_meaning: "Бухгалтерская Рё налоговая ветки расходятся." } ], transitions: [], @@ -356,53 +430,53 @@ const LIFECYCLE_DOMAIN_MODELS = { states: [ { state_code: "preclose_checks", - state_label: "Предзакрытие", + state_label: "Предзакрытие", state_class: "active", entry_conditions: ["period_scope_detected"], exit_conditions: ["close_ready"], is_terminal: false, is_problematic: false, - business_meaning: "Идет проверка готовности периода." + business_meaning: "Идет проверка готовности периода." }, { state_code: "close_ready", - state_label: "Готов к закрытию", + state_label: "Готов Рє закрытию", state_class: "active", entry_conditions: ["no_blockers_detected"], exit_conditions: ["close_completed"], is_terminal: false, is_problematic: false, - business_meaning: "Период может быть закрыт." + business_meaning: "Период может быть закрыт." }, { state_code: "close_completed", - state_label: "Закрытие завершено", + state_label: "Закрытие завершено", state_class: "terminal", entry_conditions: ["close_operation_done"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Период закрыт." + business_meaning: "Период закрыт." }, { state_code: "close_blocked", - state_label: "Закрытие заблокировано", + state_label: "Закрытие заблокировано", state_class: "problematic", entry_conditions: ["period_close_risk_or_stale_state"], exit_conditions: ["close_ready"], is_terminal: false, is_problematic: true, - business_meaning: "Есть lifecycle-дефекты, влияющие на закрытие." + business_meaning: "Есть lifecycle-дефекты, влияющие РЅР° закрытие." }, { state_code: "close_contradicted", - state_label: "Закрыт формально, но с противоречием", + state_label: "Закрыт формально, РЅРѕ СЃ противоречием", state_class: "problematic", entry_conditions: ["misclosed_or_cross_branch_conflict"], exit_conditions: ["close_completed"], is_terminal: false, is_problematic: true, - business_meaning: "Формальное закрытие не согласовано с фактическими ветками." + business_meaning: "Формальное закрытие РЅРµ согласовано СЃ фактическими ветками." } ], transitions: [], @@ -414,7 +488,7 @@ const SHARED_DEFECTS = [ defect_code: "missing_expected_transition", defect_class: "path", severity_hint: "medium", - business_meaning: "Ожидаемый переход не произошел.", + business_meaning: "Ожидаемый переход РЅРµ произошел.", evidence_requirements: ["expected_state", "missing_transition_signal"], period_impact_potential: "indirect" }, @@ -422,7 +496,7 @@ const SHARED_DEFECTS = [ defect_code: "invalid_transition", defect_class: "path", severity_hint: "high", - business_meaning: "Переход произошел по некорректному пути.", + business_meaning: "Переход произошел РїРѕ некорректному пути.", evidence_requirements: ["invalid_transition_signal"], period_impact_potential: "indirect" }, @@ -430,7 +504,7 @@ const SHARED_DEFECTS = [ defect_code: "stale_active_state", defect_class: "timing", severity_hint: "high", - business_meaning: "Объект завис в активном состоянии.", + business_meaning: "Объект завис РІ активном состоянии.", evidence_requirements: ["stale_marker", "missing_transition_signal"], period_impact_potential: "direct" }, @@ -438,7 +512,7 @@ const SHARED_DEFECTS = [ defect_code: "contradictory_state", defect_class: "consistency", severity_hint: "high", - business_meaning: "Статусы объекта противоречат друг другу.", + business_meaning: "Статусы объекта противоречат РґСЂСѓРі РґСЂСѓРіСѓ.", evidence_requirements: ["contradiction_signal"], period_impact_potential: "direct" }, @@ -446,7 +520,7 @@ const SHARED_DEFECTS = [ defect_code: "premature_terminal_state", defect_class: "closure", severity_hint: "medium", - business_meaning: "Терминальное состояние наступило преждевременно.", + business_meaning: "Терминальное состояние наступило преждевременно.", evidence_requirements: ["terminal_state", "missing_required_previous_state"], period_impact_potential: "indirect" }, @@ -454,7 +528,7 @@ const SHARED_DEFECTS = [ defect_code: "misclosed_state", defect_class: "closure", severity_hint: "high", - business_meaning: "Контур формально закрыт, но закрыт неверно.", + business_meaning: "Контур формально закрыт, РЅРѕ закрыт неверно.", evidence_requirements: ["wrong_closure_path"], period_impact_potential: "direct" }, @@ -462,7 +536,7 @@ const SHARED_DEFECTS = [ defect_code: "orphan_intermediate_state", defect_class: "path", severity_hint: "medium", - business_meaning: "Промежуточная стадия осталась без корректного продолжения.", + business_meaning: "Промежуточная стадия осталась без корректного продолжения.", evidence_requirements: ["intermediate_state_without_next"], period_impact_potential: "indirect" }, @@ -470,7 +544,7 @@ const SHARED_DEFECTS = [ defect_code: "cross_branch_state_conflict", defect_class: "consistency", severity_hint: "high", - business_meaning: "Состояния соседних веток учета противоречат друг другу.", + business_meaning: "Состояния соседних веток учета противоречат РґСЂСѓРі РґСЂСѓРіСѓ.", evidence_requirements: ["cross_branch_conflict_signal"], period_impact_potential: "direct" } @@ -489,6 +563,19 @@ class LifecycleRegistryImpl { getDomain(domain) { return this.models[domain]; } + hasState(domain, stateCode) { + const model = this.getDomain(domain); + return Boolean(resolveStateCode(model, stateCode)); + } + resolveDefaultExpectedState(domain) { + return defaultExpectedState(this.getDomain(domain)); + } + resolveInitialState(domain) { + return defaultInitialState(this.getDomain(domain)); + } + findExpectedPath(domain, fromState, toState) { + return shortestExpectedPath(this.getDomain(domain), fromState, toState); + } } exports.LifecycleRegistry = new LifecycleRegistryImpl(LIFECYCLE_DOMAIN_MODELS); function inferLifecycleDomain(input) { @@ -508,28 +595,81 @@ function inferLifecycleDomain(input) { ] .join(" ") .toLowerCase(); - if (includesAny(unitTokens, [/\bnds\b/, /\bvat\b/, /\btax\b/, /cross[_\s-]?branch/, /\b19\b/, /\b68\b/])) { - return "vat_flow"; - } - if (includesAny(unitTokens, [/\bperiod\b/, /\bclose\b/, /закрыт/, /reporting/]) || input.unit.problem_unit_type === "period_risk_cluster") { - return "period_close"; - } - if (includesAny(unitTokens, [/deferred/, /writeoff/, /рбп/, /\b97\b/])) { + const hasVatMarkers = includesAny(unitTokens, [ + /domain_hint:vat_flow/, + /\binvoice_to_vat\b/, + /\bvat_chain_conflict\b/, + /(^|[^a-z0-9])nds([^a-z0-9]|$)/, + /(^|[^a-z0-9])vat([^a-z0-9]|$)/, + /(^|[^a-z0-9])tax(?:es)?([^a-z0-9]|$)/, + /\baccount[_:\s-]?(19|68)\b/ + ]); + const hasDeferredMarkers = includesAny(unitTokens, [ + /domain_hint:deferred_expense/, + /\bdeferred(?:_expense)?\b/, + /\bdeferred_expense_to_writeoff\b/, + /\bwriteoff\b/, + /\bpartially_written_off\b/, + /\bfully_written_off\b/, + /\baccount[_:\s-]?97\b/ + ]); + const hasFixedAssetMarkers = includesAny(unitTokens, [ + /domain_hint:fixed_asset/, + /\bfixed[_\s-]?asset(?:s)?\b/, + /\basset_card_to_depreciation\b/, + /\bdepreciation(?:_active)?\b/, + /\baccepted_for_accounting\b/, + /\bcapitalized\b/, + /\baccount[_:\s-]?(01|02|08)\b/ + ]); + const hasPeriodCloseMarkers = includesAny(unitTokens, [ + /domain_hint:period_close/, + /\bperiod[_\s-]?close\b/, + /\bperiod_close_risk\b/, + /\bclose[_\s-]?risk\b/, + /\bclosure[_\s-]?risk\b/, + /\bpreclose\b/, + /\bmonth[_\s-]?close\b/, + /\bperiod_risk\b/ + ]); + if (hasDeferredMarkers) { return "deferred_expense"; } - if (includesAny(unitTokens, [/fixed[_\s-]?asset/, /амортиз/, /ос\b/, /\b01\b/, /\b02\b/, /\b08\b/])) { + if (hasFixedAssetMarkers) { return "fixed_asset"; } - if (includesAny(unitTokens, [/buyer/, /customer/, /дебитор/, /\b62\b/])) { + if (hasVatMarkers) { + return "vat_flow"; + } + if (hasPeriodCloseMarkers || + input.unit.problem_unit_type === "period_risk_cluster" || + input.unit.period_impact?.impact_class === "close_risk") { + return "period_close"; + } + if (includesAny(unitTokens, [/buyer/, /customer/, /\b62\b/])) { return "customer_settlement"; } + if (includesAny(unitTokens, [ + /domain_hint:bank_settlement/, + /\bpayment_to_settlement\b/, + /\bstatement_to_document\b/, + /\bbank_recorded\b/, + /\binitiated_payment\b/, + /\bsettlement(?:_closed)?\b/ + ]) || + input.unit.problem_unit_type === "unresolved_settlement_cluster" || + input.unit.problem_unit_type === "broken_chain_segment") { + return "bank_settlement"; + } + if (input.unit.problem_unit_type === "cross_branch_inconsistency_cluster") { + return "vat_flow"; + } + if (input.unit.problem_unit_type === "lifecycle_anomaly_node") { + return "deferred_expense"; + } return "bank_settlement"; } function inferCurrentState(domain, input) { - const explicitActual = input.unit.actual_state?.trim(); - if (explicitActual) { - return explicitActual; - } const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).map((item) => item.toLowerCase()); const relations = input.candidates.flatMap((item) => item.relation_pattern_hits).map((item) => item.toLowerCase()); const hasStale = hasToken(anomalies, /(no_continuation|stale|tail|missing_link|broken_lifecycle|partially_linked)/); @@ -562,7 +702,7 @@ function inferCurrentState(domain, input) { return "contradictory_asset_state"; if (hasToken(relations, /depreciation|amort/)) return "depreciation_active"; - if (hasToken(relations, /accept|учет/)) + if (hasToken(relations, /accept|account/)) return "accepted_for_accounting"; return "capitalized"; } @@ -579,25 +719,42 @@ function inferCurrentState(domain, input) { return "close_blocked"; return "preclose_checks"; } -function inferExpectedState(domain, input) { +function inferExpectedState(domain, input, model) { const explicitExpected = input.unit.expected_state?.trim(); if (explicitExpected) { return explicitExpected; } - return defaultExpectedState(domain); + return defaultExpectedState(model); } -function inferMissingTransition(input) { +function inferMissingTransition(input, model, currentState, expectedState) { if (typeof input.unit.failed_expected_edge === "string" && input.unit.failed_expected_edge.trim().length > 0) { return input.unit.failed_expected_edge.trim(); } const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).join(" ").toLowerCase(); - if (/(missing_link|no_continuation|broken_lifecycle|tail|unresolved)/.test(anomalies)) { - return "expected_transition_not_observed"; + if (!/(missing_link|no_continuation|broken_lifecycle|tail|unresolved)/.test(anomalies)) { + return null; } - return null; + if (currentState !== expectedState) { + const path = shortestExpectedPath(model, currentState, expectedState); + if (path && path.length >= 2) { + return transitionEdgeLabel(path[0], path[1]); + } + } + const directExpected = model.transitions.find((transition) => transition.transition_type === "expected" && transition.from_state === currentState); + if (directExpected) { + return transitionEdgeLabel(directExpected.from_state, directExpected.to_state); + } + return "expected_transition_not_observed"; } -function inferInvalidTransition(input) { +function inferInvalidTransition(input, model) { const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).join(" ").toLowerCase(); + for (const transition of model.transitions) { + for (const forbiddenCondition of transition.forbidden_conditions) { + if (anomalies.includes(forbiddenCondition.toLowerCase())) { + return `${transitionEdgeLabel(transition.from_state, transition.to_state)}:forbidden:${forbiddenCondition}`; + } + } + } if (/(cross_branch|cross_domain_inconsistency)/.test(anomalies)) { return "cross_branch_conflict_transition"; } @@ -634,6 +791,13 @@ function classifyLifecycleDefect(input) { } return null; } +function registryBackedDefect(domain, defect) { + if (!defect) { + return null; + } + const model = exports.LifecycleRegistry.getDomain(domain); + return model.defects.some((definition) => definition.defect_code === defect) ? defect : null; +} function resolutionConfidence(unitConfidence, input) { let score = unitConfidence.score; if (input.hasExplicitStates) @@ -661,31 +825,40 @@ function staleDurationHint(domain, defect, input) { return "unknown_snapshot_window"; } function lifecycleInterpretation(input) { - const base = `Текущая стадия: ${input.currentState}; ожидаемая стадия: ${input.expectedState}.`; + const base = `Текущая стадия: ${input.currentState}; ожидаемая стадия: ${input.expectedState}.`; if (input.defect === "stale_active_state") { - return `${base} Объект завис во времени и не дошел до ожидаемого перехода.`; + return `${base} Объект завис РІРѕ времени Рё РЅРµ дошел РґРѕ ожидаемого перехода.`; } if (input.defect === "misclosed_state") { - return `${base} Контур закрыт формально, но путь закрытия противоречит бухгалтерской логике.`; + return `${base} Контур закрыт формально, РЅРѕ путь закрытия противоречит бухгалтерской логике.`; } if (input.defect === "cross_branch_state_conflict") { - return `${base} Между ветками домена ${input.domain} обнаружено противоречие состояний.`; + return `${base} Между ветками домена ${input.domain} обнаружено противоречие состояний.`; } if (input.defect === "missing_expected_transition") { - return `${base} Не зафиксирован ожидаемый переход (${input.missingTransition ?? "unknown_transition"}).`; + return `${base} РќРµ зафиксирован ожидаемый переход (${input.missingTransition ?? "unknown_transition"}).`; } if (input.defect === "invalid_transition") { - return `${base} Зафиксирован некорректный переход (${input.invalidTransition ?? "invalid_transition"}).`; + return `${base} Зафиксирован некорректный переход (${input.invalidTransition ?? "invalid_transition"}).`; } - return `${base} Lifecycle-разрешение не выявило критичный дефект, но состояние требует наблюдения.`; + return `${base} Lifecycle-разрешение РЅРµ выявило критичный дефект, РЅРѕ состояние требует наблюдения.`; } function resolveLifecycle(input) { const lifecycle_domain = inferLifecycleDomain(input); - const currentState = inferCurrentState(lifecycle_domain, input); - const expectedState = inferExpectedState(lifecycle_domain, input); - const missingTransition = inferMissingTransition(input); - const invalidTransition = inferInvalidTransition(input); - const defect = classifyLifecycleDefect({ + const model = exports.LifecycleRegistry.getDomain(lifecycle_domain); + const inferredCurrentState = inferCurrentState(lifecycle_domain, input); + const inferredExpectedState = inferExpectedState(lifecycle_domain, input, model); + const explicitActualState = input.unit.actual_state?.trim() ?? null; + const explicitExpectedState = input.unit.expected_state?.trim() ?? null; + const explicitCurrentState = resolveStateCode(model, explicitActualState); + const explicitExpectedResolved = resolveStateCode(model, explicitExpectedState); + const inferredCurrentResolved = resolveStateCode(model, inferredCurrentState); + const inferredExpectedResolved = resolveStateCode(model, inferredExpectedState); + const currentState = explicitCurrentState ?? inferredCurrentResolved ?? defaultInitialState(model); + const expectedState = explicitExpectedResolved ?? inferredExpectedResolved ?? defaultExpectedState(model); + const missingTransition = inferMissingTransition(input, model, currentState, expectedState); + const invalidTransition = inferInvalidTransition(input, model); + const detectedDefect = classifyLifecycleDefect({ domain: lifecycle_domain, currentState, expectedState, @@ -693,15 +866,19 @@ function resolveLifecycle(input) { invalidTransition, periodCloseSensitive: input.unit.period_impact?.impact_class === "close_risk" }); + const defect = registryBackedDefect(lifecycle_domain, detectedDefect); const evidenceIds = uniqueStrings(input.unit.evidence_pack, 8); + const previousStates = resolvePreviousStates(model, currentState); const limitations = uniqueStrings([ ...input.unit.snapshot_limitations, ...(input.candidates.some((item) => item.confidence_hint === "low") ? ["low_confidence_candidates_present"] : []), - ...(input.unit.actual_state ? [] : ["actual_state_inferred"]), - ...(input.unit.expected_state ? [] : ["expected_state_inferred"]) + ...(explicitActualState && !explicitCurrentState ? ["actual_state_not_in_registry_normalized"] : []), + ...(explicitExpectedState && !explicitExpectedResolved ? ["expected_state_not_in_registry_normalized"] : []), + ...(explicitCurrentState ? [] : ["actual_state_inferred"]), + ...(explicitExpectedResolved ? [] : ["expected_state_inferred"]) ], 8); const confidence = resolutionConfidence(input.unit.confidence, { - hasExplicitStates: Boolean(input.unit.actual_state || input.unit.expected_state), + hasExplicitStates: Boolean(explicitCurrentState || explicitExpectedResolved), hasDefectSignal: Boolean(defect || missingTransition || invalidTransition), candidateCount: input.candidates.length, hasSnapshotLimitations: limitations.length > 0 @@ -711,7 +888,7 @@ function resolveLifecycle(input) { lifecycle_domain, resolved_current_state: currentState, resolved_expected_state: expectedState, - resolved_previous_states: [], + resolved_previous_states: previousStates, missing_transitions: missingTransition ? [missingTransition] : [], invalid_transitions: invalidTransition ? [invalidTransition] : [], detected_defects: defect ? [defect] : [], diff --git a/llm_normalizer/backend/dist/services/normalizerService.js b/llm_normalizer/backend/dist/services/normalizerService.js index a343e00..82cba5e 100644 --- a/llm_normalizer/backend/dist/services/normalizerService.js +++ b/llm_normalizer/backend/dist/services/normalizerService.js @@ -76,7 +76,7 @@ function intersectsAnySpan(start, end, spans) { function extractAccounts(text) { const lower = String(text ?? "").toLowerCase(); const explicitAccounts = new Set(); - const contextualPattern = /(?:\bсчет(?:а|у|ом|ов)?\b|\bсч\.?\b|\baccount(?:s)?\b|\bschet(?:a|u|om|ov)?\b)\s*(?:№|#|:)?\s*(\d{2}(?:\.\d{2})?)/giu; + const contextualPattern = /(?:\bсч(?:е|ё)т(?:а|у|ом|ов)?\b|\bсч\.?\b|\baccount(?:s)?\b|\bschet(?:a|u|om|ov)?\b)\s*(?:№|#|:)?\s*(\d{2}(?:\.\d{2})?)/giu; let contextual = null; while ((contextual = contextualPattern.exec(lower)) !== null) { if (contextual[1]) { @@ -284,8 +284,9 @@ function buildFragmentV2(rawText, index) { if (noiseOnly) { return null; } - const inScopeTokens = /(проводк|документ|реализац|поступлен|взаиморасчет|сальдо|остатк|счет|ндс|амортиз|расходы будущих периодов|рбп|ос|контрагент|оплат|банк|выписк|склад|товар|материал)/i.test(lower); - const translitInScopeTokens = /\b(?:schet|scheta|schetu|schetom|postavsh|kontragent|dokument|doc|oplata|oplati|platezh|vypisk|provodk|realiz|postuplen|nds|os|saldo|hvost|tail|anomali|risk|zakryt)\b/i.test(lower); + const inScopeTokens = /(проводк|документ|реализац|поступлен|взаиморасчет|сальдо|остатк|сч(?:е|ё)т|ндс|амортиз|расходы будущих периодов|рбп|ос|контрагент|оплат|банк|выписк|склад|товар|материал|списани|жизненн|цикл|переход|lifecycle|writeoff|deferred)/i.test(lower); + const translitInScopeTokens = /\b(?:schet|scheta|schetu|schetom|postavsh|kontragent|dokument|doc|oplata|oplati|platezh|vypisk|provodk|realiz|postuplen|nds|os|saldo|hvost|tail|anomali|risk|zakryt|lifecycle|state|transition|writeoff|deferred|periodclose)\b/i.test(lower); + const lifecycleInScopeTokens = /(lifecycle|жизненн(?:ого|ый)?\s+цикл|стади|переход|списани|writeoff|deferred|period\s*close)/i.test(lower); const genericAccountingTokens = /(фсбу|налогов(ый|ого)|нк рф|закон|форма отчетности|как правильно в бухгалтерии)/i.test(lower); const offTopicTokens = /(погода|анекдот|музык|фильм|игр[аы]|рецепт|курс валют в мире)/i.test(lower); let domainRelevance = "unclear"; @@ -298,13 +299,13 @@ function buildFragmentV2(rawText, index) { domainRelevance = "out_of_scope"; businessScope = "generic_accounting"; } - else if (inScopeTokens || translitInScopeTokens) { + else if (inScopeTokens || translitInScopeTokens || lifecycleInScopeTokens) { domainRelevance = "in_scope"; businessScope = "company_specific_accounting"; } - const entityTokenCount = (lower.match(/(документ|оплат|проводк|контрагент|договор|реализац|поступлен|выписк|закрыт|взаиморасчет|склад|товар|материал)/g) ?? []) + const entityTokenCount = (lower.match(/(документ|оплат|проводк|контрагент|договор|реализац|поступлен|выписк|закрыт|взаиморасчет|склад|товар|материал|поставщ|покупат|списани|жизненн|цикл)/g) ?? []) .length; - const translitEntityTokenCount = (lower.match(/\b(?:dokument|oplata|platezh|provodk|kontragent|realiz|postuplen|vypisk|zakryt|schet|sklad|tovar|material)\b/g) ?? []).length; + const translitEntityTokenCount = (lower.match(/\b(?:dokument|oplata|platezh|provodk|kontragent|postavsh|pokupat|realiz|postuplen|vypisk|zakryt|schet|sklad|tovar|material)\b/g) ?? []).length; const entityTokenCountTotal = entityTokenCount + translitEntityTokenCount; const flags = { has_multi_entity_scope: entityTokenCountTotal >= 2, diff --git a/llm_normalizer/backend/dist/services/routeHintAdapter.js b/llm_normalizer/backend/dist/services/routeHintAdapter.js index d50eb0c..509de62 100644 --- a/llm_normalizer/backend/dist/services/routeHintAdapter.js +++ b/llm_normalizer/backend/dist/services/routeHintAdapter.js @@ -202,12 +202,13 @@ function simulateDeterministicRouting(normalized) { const decisions = normalized.fragments.map((fragment) => decideRouteForFragment(fragment)); const inScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope").length; const outOfScopeCount = decisions.filter((item) => item.domain_relevance === "out_of_scope").length; + const unclearCount = decisions.filter((item) => item.domain_relevance === "unclear").length; const routedInScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope" && item.route !== "no_route").length; const clarificationInScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope" && item.execution_readiness === "needs_clarification").length; const noRouteInScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope" && item.route === "no_route").length; let fallbackType = "none"; if (!normalized.message_in_scope || inScopeCount === 0) { - fallbackType = "out_of_scope"; + fallbackType = outOfScopeCount > 0 && unclearCount === 0 ? "out_of_scope" : "clarification"; } else if (routedInScopeCount === 0 && clarificationInScopeCount > 0) { fallbackType = "clarification"; diff --git a/llm_normalizer/backend/reports/vitest-report.json b/llm_normalizer/backend/reports/vitest-report.json new file mode 100644 index 0000000..9316d09 --- /dev/null +++ b/llm_normalizer/backend/reports/vitest-report.json @@ -0,0 +1 @@ +{"numTotalTestSuites":54,"numPassedTestSuites":54,"numFailedTestSuites":0,"numPendingTestSuites":0,"numTotalTests":93,"numPassedTests":93,"numFailedTests":0,"numPendingTests":0,"numTodoTests":0,"snapshot":{"added":0,"failure":false,"filesAdded":0,"filesRemoved":0,"filesRemovedList":[],"filesUnmatched":0,"filesUpdated":0,"matched":0,"total":0,"unchecked":0,"uncheckedKeysByFile":[],"unmatched":0,"updated":0,"didUpdate":false},"startTime":1774529732949,"success":true,"testResults":[{"assertionResults":[{"ancestorTitles":["assistant answer encoding sanitizer"],"fullName":"assistant answer encoding sanitizer filters 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a/llm_normalizer/backend/scripts/exportStage3PromptDialogs.js b/llm_normalizer/backend/scripts/exportStage3PromptDialogs.js new file mode 100644 index 0000000..6b8f025 --- /dev/null +++ b/llm_normalizer/backend/scripts/exportStage3PromptDialogs.js @@ -0,0 +1,270 @@ +#!/usr/bin/env node + +const fs = require("node:fs"); +const path = require("node:path"); +const request = require("supertest"); + +const STAGE3_SUITE_RELATIVE = path.join("eval_cases", "assistant_stage3_lifecycle_probe_v0_1.json"); +const FLAG_KEYS = [ + "FEATURE_ASSISTANT_PROBLEM_UNITS_V1", + "FEATURE_ASSISTANT_ANSWER_POLICY_V11", + "FEATURE_ASSISTANT_BROAD_GUARD_V1", + "FEATURE_ASSISTANT_MIN_EVIDENCE_GATE_V1", + "FEATURE_ASSISTANT_ANTI_GENERIC_RANKING_GUARD_V1", + "FEATURE_ASSISTANT_PROBLEM_CENTRIC_ANSWER_V1", + "FEATURE_ASSISTANT_PROBLEM_UNIT_CONTINUITY_V1", + "FEATURE_ASSISTANT_LIFECYCLE_RUNTIME_V1", + "FEATURE_ASSISTANT_LIFECYCLE_ANSWER_V1" +]; + +function parseArgs(argv) { + const args = { + runDir: "", + suitePath: "", + outputSubdir: path.join("prompt_dialogs", "stage3_lifecycle_probe") + }; + for (let i = 0; i < argv.length; i += 1) { + const token = argv[i]; + if (token === "--run-dir") { + args.runDir = String(argv[i + 1] ?? ""); + i += 1; + continue; + } + if (token === "--suite-path") { + args.suitePath = String(argv[i + 1] ?? ""); + i += 1; + continue; + } + if (token === "--output-subdir") { + args.outputSubdir = String(argv[i + 1] ?? ""); + i += 1; + } + } + return args; +} + +function ensureDir(dirPath) { + fs.mkdirSync(dirPath, { recursive: true }); +} + +function writeUtf8Bom(filePath, content) { + fs.writeFileSync(filePath, `\uFEFF${content}`, "utf8"); +} + +function toSafeFileToken(value) { + return String(value) + .trim() + .replace(/\s+/g, "_") + .replace(/[^a-zA-Z0-9_-]/g, "_") + .replace(/_+/g, "_"); +} + +function readJson(filePath) { + const raw = fs.readFileSync(filePath, "utf8").replace(/^\uFEFF/, ""); + return JSON.parse(raw); +} + +function findLatestRunDir(runsRoot) { + if (!fs.existsSync(runsRoot)) { + throw new Error(`Runs folder not found: ${runsRoot}`); + } + const dirs = fs + .readdirSync(runsRoot, { withFileTypes: true }) + .filter((entry) => entry.isDirectory()) + .map((entry) => path.join(runsRoot, entry.name)) + .sort((a, b) => fs.statSync(b).mtimeMs - fs.statSync(a).mtimeMs); + if (dirs.length === 0) { + throw new Error(`No run directories found under: ${runsRoot}`); + } + return dirs[0]; +} + +function resolveRunDir(args, runsRoot) { + if (args.runDir) { + return path.resolve(args.runDir); + } + return findLatestRunDir(runsRoot); +} + +function setLifecycleFlags() { + const original = {}; + for (const key of FLAG_KEYS) { + original[key] = process.env[key]; + } + process.env.FEATURE_ASSISTANT_PROBLEM_UNITS_V1 = "1"; + process.env.FEATURE_ASSISTANT_ANSWER_POLICY_V11 = "1"; + process.env.FEATURE_ASSISTANT_BROAD_GUARD_V1 = "1"; + process.env.FEATURE_ASSISTANT_MIN_EVIDENCE_GATE_V1 = "1"; + process.env.FEATURE_ASSISTANT_ANTI_GENERIC_RANKING_GUARD_V1 = "1"; + process.env.FEATURE_ASSISTANT_PROBLEM_CENTRIC_ANSWER_V1 = "1"; + process.env.FEATURE_ASSISTANT_PROBLEM_UNIT_CONTINUITY_V1 = "0"; + process.env.FEATURE_ASSISTANT_LIFECYCLE_RUNTIME_V1 = "1"; + process.env.FEATURE_ASSISTANT_LIFECYCLE_ANSWER_V1 = "1"; + return original; +} + +function restoreFlags(original) { + for (const key of FLAG_KEYS) { + const value = original[key]; + if (value === undefined) { + delete process.env[key]; + } else { + process.env[key] = value; + } + } +} + +function summarizeDebug(debug) { + const routeSummary = Array.isArray(debug?.route_summary) ? debug.route_summary : []; + const retrievalResults = Array.isArray(debug?.retrieval_results) ? debug.retrieval_results : []; + const routed = retrievalResults.filter((item) => String(item?.route ?? "") !== "no_route"); + const problemUnits = routed.reduce((acc, item) => { + const list = Array.isArray(item?.problem_units) ? item.problem_units : []; + return acc + list.length; + }, 0); + return { + route_summary: routeSummary, + routed_retrieval_count: routed.length, + problem_units_count: problemUnits, + problem_answer_mode: typeof debug?.problem_answer_mode === "string" ? debug.problem_answer_mode : "" + }; +} + +function buildMarkdown(dialog) { + const lines = []; + lines.push(`# ${dialog.case_id}`); + lines.push(""); + lines.push(`- session_id: ${dialog.session_id || "n/a"}`); + lines.push(`- reply_type: ${dialog.reply_type || "n/a"}`); + lines.push(`- trace_id: ${dialog.trace_id || "n/a"}`); + lines.push(`- status: ${dialog.http_status}`); + lines.push(""); + lines.push("## User"); + lines.push(dialog.user_message || ""); + lines.push(""); + lines.push("## Assistant"); + lines.push(dialog.assistant_reply || ""); + lines.push(""); + lines.push("## Debug Summary"); + lines.push("```json"); + lines.push(JSON.stringify(dialog.debug_summary, null, 2)); + lines.push("```"); + lines.push(""); + return lines.join("\n"); +} + +async function main() { + const args = parseArgs(process.argv.slice(2)); + const backendRoot = path.resolve(__dirname, ".."); + const repoRoot = path.resolve(backendRoot, ".."); + const runsRoot = path.join(repoRoot, "docs", "runs"); + const runDir = resolveRunDir(args, runsRoot); + const suitePath = args.suitePath ? path.resolve(args.suitePath) : path.join(repoRoot, STAGE3_SUITE_RELATIVE); + const suite = readJson(suitePath); + const dialogsDir = path.join(runDir, args.outputSubdir); + ensureDir(dialogsDir); + ensureDir(path.join(runDir, "prompt_dialogs")); + + const originalFlags = setLifecycleFlags(); + let app; + try { + const { createApp } = require(path.join(backendRoot, "dist", "server.js")); + app = createApp(); + } finally { + restoreFlags(originalFlags); + } + + const indexRows = []; + const generatedAt = new Date().toISOString(); + + for (let i = 0; i < suite.cases.length; i += 1) { + const probeCase = suite.cases[i]; + const caseId = String(probeCase.case_id || `case_${i + 1}`); + const userMessage = String(probeCase?.turns?.[0]?.user_message || ""); + const response = await request(app).post("/api/assistant/message").send({ + useMock: true, + promptVersion: "normalizer_v2_0_2", + user_message: userMessage + }); + const body = response.body || {}; + const sessionId = String(body.session_id || ""); + + let session = null; + if (sessionId) { + const sessionResponse = await request(app).get(`/api/assistant/session/${encodeURIComponent(sessionId)}`); + if (sessionResponse.status === 200 && sessionResponse.body?.ok) { + session = sessionResponse.body.session ?? null; + } + } + + const debugSummary = summarizeDebug(body.debug); + const artifact = { + schema_version: "assistant_prompt_dialog_v0_1", + generated_at: generatedAt, + suite_id: suite.suite_id, + case_id: caseId, + scenario_tag: probeCase.scenario_tag || "", + expected_hints: probeCase.expected_hints || {}, + lifecycle_focus: probeCase.lifecycle_focus || {}, + request: { + useMock: true, + promptVersion: "normalizer_v2_0_2", + user_message: userMessage + }, + http_status: response.status, + session_id: sessionId, + trace_id: String(body.debug?.trace_id || body.conversation_item?.trace_id || ""), + reply_type: String(body.reply_type || ""), + assistant_reply: String(body.assistant_reply || ""), + user_message: userMessage, + conversation: Array.isArray(body.conversation) ? body.conversation : [], + conversation_item: body.conversation_item || null, + debug_summary: debugSummary, + debug: body.debug || {}, + session + }; + + const order = String(i + 1).padStart(2, "0"); + const fileStem = `${order}_${toSafeFileToken(caseId)}`; + const jsonFile = `${fileStem}.json`; + const mdFile = `${fileStem}.md`; + writeUtf8Bom(path.join(dialogsDir, jsonFile), `${JSON.stringify(artifact, null, 2)}\n`); + writeUtf8Bom(path.join(dialogsDir, mdFile), buildMarkdown(artifact)); + + indexRows.push({ + case_id: caseId, + scenario_tag: String(probeCase.scenario_tag || ""), + reply_type: artifact.reply_type, + session_id: artifact.session_id, + trace_id: artifact.trace_id, + routed_retrieval_count: debugSummary.routed_retrieval_count, + problem_units_count: debugSummary.problem_units_count, + prompt_dialog_json: path.join(args.outputSubdir, jsonFile).replace(/\\/g, "/"), + prompt_dialog_md: path.join(args.outputSubdir, mdFile).replace(/\\/g, "/") + }); + } + + const indexPayload = { + schema_version: "assistant_prompt_dialog_index_v0_1", + generated_at: generatedAt, + run_dir: runDir, + suite_id: suite.suite_id, + scenario_count: suite.scenario_count, + dialogs: indexRows + }; + writeUtf8Bom(path.join(runDir, "prompt_dialogs", "index.json"), `${JSON.stringify(indexPayload, null, 2)}\n`); + + process.stdout.write( + [ + `run_dir=${runDir}`, + `suite_id=${suite.suite_id}`, + `dialogs_generated=${indexRows.length}`, + `dialogs_folder=${dialogsDir}` + ].join("\n") + "\n" + ); +} + +main().catch((error) => { + process.stderr.write(`${error?.stack || error}\n`); + process.exit(1); +}); diff --git a/llm_normalizer/backend/src/services/answerComposer.ts b/llm_normalizer/backend/src/services/answerComposer.ts index 3fd0907..d475872 100644 --- a/llm_normalizer/backend/src/services/answerComposer.ts +++ b/llm_normalizer/backend/src/services/answerComposer.ts @@ -1,4 +1,4 @@ -import type { +import type { AssistantFallbackType, AssistantReplyType, AnswerGroundingCheck, @@ -50,21 +50,96 @@ const UUID_PATTERN = /\b[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f] const LONG_HEX_PATTERN = /\b[0-9a-f]{24,}\b/gi; const RAW_REF_BLOB_PATTERN = /\bevidence_source_ref_v1\|[^\s,;]+/gi; const RAW_REF_TOKEN_PATTERN = /\b(?:source_ref|canonical_ref|entity_id|fragment_id|guid|uuid)\b/gi; +const SYNTHETIC_PLACEHOLDER_PATTERN = /\bunknown_entity(?::[^\s,;]+)?\b/gi; +const SYNTHETIC_FALLBACK_MARKER_PATTERN = /\b(?:unknown_source|unknown_record)\b/gi; +const SYNTHETIC_ROUTE_TOKEN_PATTERN = /\bbatch_refresh_then_store:[^\s,;]+/gi; +const CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN = /(?:[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]){2,}/u; +const LATIN_MOJIBAKE_FRAGMENT_PATTERN = /(?:[\u00D0\u00D1][\u0080-\u00FF]){2,}/u; +const SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN = /^[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]{1,2}$/u; +const PREFIXED_SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN = /^[\p{L}\p{N}_-]+[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]{1,2}$/u; +const MOJIBAKE_SINGLE_MARKER_PATTERN = /^[\u0420\u0421\u00D0\u00D1]$/u; +const MOJIBAKE_MARKER_CHAR_PATTERN = /[\u0402\u0403\u040A\u040C\u040E\u040F\u0452\u0453\u0459\u045A\u045C\u045E\u045F\u201A\u201E\u2020\u2021\u2026\u2030\u20AC\u2122]/u; +const CYRILLIC_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN = /(?:[\u0420\u0421][\u0080-\u04FF\u2000-\u20CF]){2,}/gu; +const LATIN_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN = /(?:[\u00D0\u00D1][\u0080-\u00FF]){2,}/g; +const MOJIBAKE_MARKER_CHAR_GLOBAL_PATTERN = /[\u0402\u0403\u040A\u040C\u040E\u040F\u0452\u0453\u0459\u045A\u045C\u045E\u045F\u201A\u201E\u2020\u2021\u2026\u2030\u20AC\u2122]/gu; + +function normalizeToken(value: string): string { + return value.replace(/^[^\p{L}\p{N}_-]+|[^\p{L}\p{N}_-]+$/gu, ""); +} + +function isLikelyMojibakeToken(value: string): boolean { + const token = normalizeToken(String(value ?? "")); + if (!token) { + return false; + } + if (MOJIBAKE_SINGLE_MARKER_PATTERN.test(token)) { + return true; + } + if (SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN.test(token)) { + return true; + } + if (token.length <= 8 && PREFIXED_SHORT_CYRILLIC_MOJIBAKE_TOKEN_PATTERN.test(token)) { + return true; + } + return CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN.test(token) || LATIN_MOJIBAKE_FRAGMENT_PATTERN.test(token); +} + +function countMojibakeTokens(value: string): number { + return String(value ?? "") + .split(/[\s,.;:!?()[\]{}"']+/g) + .filter((token) => token.length > 0) + .filter((token) => isLikelyMojibakeToken(token)).length; +} + +function countMojibakeSingleMarkers(value: string): number { + return String(value ?? "") + .split(/[\s,.;:!?()[\]{}"']+/g) + .filter((token) => token.length > 0) + .map((token) => normalizeToken(token)) + .filter((token) => MOJIBAKE_SINGLE_MARKER_PATTERN.test(token)).length; +} + +function stripMojibakeFragments(value: string): string { + const removedByToken = String(value ?? "") + .split(/(\s+)/g) + .map((part) => { + if (/^\s+$/u.test(part)) { + return part; + } + return isLikelyMojibakeToken(part) ? "" : part; + }) + .join(""); + + return removedByToken + .replace(CYRILLIC_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN, "") + .replace(LATIN_MOJIBAKE_FRAGMENT_GLOBAL_PATTERN, "") + .replace(MOJIBAKE_MARKER_CHAR_GLOBAL_PATTERN, "") + .replace(/\s+([,.;:!?])/g, "$1") + .replace(/\s{2,}/g, " ") + .trim(); +} function looksLikeMojibake(value: string): boolean { const text = String(value ?? ""); if (!text.trim()) { return false; } - if (/(?:Р.|С.){5,}/u.test(text)) { + const tokenHits = countMojibakeTokens(text); + const singleMarkers = countMojibakeSingleMarkers(text); + if (tokenHits >= 2 || (tokenHits >= 1 && singleMarkers >= 1) || singleMarkers >= 3) { return true; } - if (/[ЃѓЂђЌќЎў]/u.test(text)) { + if (MOJIBAKE_MARKER_CHAR_PATTERN.test(text)) { + return true; + } + if (CYRILLIC_MOJIBAKE_FRAGMENT_PATTERN.test(text) || LATIN_MOJIBAKE_FRAGMENT_PATTERN.test(text)) { + return true; + } + if (/\uFFFD/u.test(text)) { return true; } return false; } - function looksLikeTechnicalIdentifier(value: string): boolean { const text = String(value ?? "").trim(); if (!text) { @@ -99,15 +174,33 @@ function scrubRawTechnicalRefs(value: string): string { .trim(); } -function sanitizeUserFacingReply(value: string): string { - return scrubRawTechnicalRefs(value) - .replace(/[ \t]+\n/g, "\n") - .replace(/\n{3,}/g, "\n\n") +function stripSyntheticPlaceholders(value: string): string { + return String(value ?? "") + .replace(SYNTHETIC_PLACEHOLDER_PATTERN, "") + .replace(SYNTHETIC_FALLBACK_MARKER_PATTERN, "") + .replace(SYNTHETIC_ROUTE_TOKEN_PATTERN, "") + .replace(/[;,:]\s*[;,:]+/g, "; ") + .replace(/\s{2,}/g, " ") .trim(); } +function sanitizeUserFacingReply(value: string): string { + const normalized = scrubRawTechnicalRefs(value).replace(/[ \t]+\n/g, "\n"); + const cleanedLines = normalized + .split(/\r?\n/g) + .map((line) => stripSyntheticPlaceholders(line)) + .map((line) => stripMojibakeFragments(line)) + .map((line) => line.trim()) + .filter((line) => line.length > 0) + .filter((line) => !looksLikeMojibake(line)); + const cleaned = cleanedLines.join("\n").replace(/\n{3,}/g, "\n\n").trim(); + return cleaned || "Available data requires clarification for a reliable user-facing answer."; +} + function sanitizeUserText(value: string): string | null { - const normalized = scrubRawTechnicalRefs(String(value ?? "").replace(/\s+/g, " ").trim()); + const normalized = stripMojibakeFragments( + stripSyntheticPlaceholders(scrubRawTechnicalRefs(String(value ?? "").replace(/\s+/g, " ").trim())) + ); if (!normalized) { return null; } @@ -238,13 +331,13 @@ function buildFallbackWhyIncluded(results: UnifiedRetrievalResult[]): string[] { const checkedRecords = summaryNumber(result, "checked_records"); if (routeFocus) { - lines.push(`Проверка выполнена по профилю ${routeFocus}.`); + lines.push(`Проверка выполнена РїРѕ профилю ${routeFocus}.`); } if (sourceRecords !== null && filteredRecords !== null && filteredRecords < sourceRecords) { - lines.push(`Применено сужение выборки: ${filteredRecords} из ${sourceRecords} записей.`); + lines.push(`Применено сужение выборки: ${filteredRecords} РёР· ${sourceRecords} записей.`); } if (checkedRecords !== null) { - lines.push(`Проверено записей в текущем проходе: ${checkedRecords}.`); + lines.push(`Проверено записей РІ текущем РїСЂРѕС…РѕРґРµ: ${checkedRecords}.`); } } @@ -255,19 +348,19 @@ function buildFallbackSelectionReasons(results: UnifiedRetrievalResult[]): strin const lines: string[] = []; for (const result of results.slice(0, 2)) { if (summaryBoolean(result, "semantic_narrowing_applied")) { - lines.push("Отбор выполнен по семантическому сужению предметной области."); + lines.push("Отбор выполнен РїРѕ семантическому сужению предметной области."); } const rankingBasis = summaryStringArray(result, "ranking_basis"); if (rankingBasis.length > 0) { - lines.push(`Ранжирование основано на: ${rankingBasis.join(", ")}.`); + lines.push(`Ранжирование основано РЅР°: ${rankingBasis.join(", ")}.`); } if (summaryBoolean(result, "broad_guard_applied")) { - lines.push("Применен broad-query guard для контроля ложной точности."); + lines.push("Применен broad-query guard для контроля ложной точности."); } } if (lines.length === 0) { - lines.push("Отбор выполнен по совпадению предметных сигналов и доступной evidence-опоры."); + lines.push("Отбор выполнен РїРѕ совпадению предметных сигналов Рё доступной evidence-РѕРїРѕСЂС‹."); } return sanitizeUserLines(lines, 4); @@ -276,16 +369,16 @@ function buildFallbackSelectionReasons(results: UnifiedRetrievalResult[]): strin function suggestNextStep(requirements: AssistantRequirement[], coverage: RequirementCoverageReport): string[] { const next: string[] = []; if (coverage.clarification_needed_for.length > 0) { - next.push("Уточните период, счет, документ или контрагента для требований: " + coverage.clarification_needed_for.join(", ") + "."); + next.push("Уточните период, счет, документ или контрагента для требований: " + coverage.clarification_needed_for.join(", ") + "."); } if (coverage.requirements_uncovered.length > 0) { - next.push("Проверьте непокрытые требования: " + coverage.requirements_uncovered.join(", ") + "."); + next.push("Проверьте непокрытые требования: " + coverage.requirements_uncovered.join(", ") + "."); } if (coverage.out_of_scope_requirements.length > 0) { - next.push("Часть запроса вне текущего учетного контура: " + coverage.out_of_scope_requirements.join(", ") + "."); + next.push("Часть запроса РІРЅРµ текущего учетного контура: " + coverage.out_of_scope_requirements.join(", ") + "."); } if (next.length === 0 && requirements.length > 0) { - next.push("Следующим шагом можно открыть технический разбор и углубить проверку по выбранным объектам."); + next.push("Следующим шагом можно открыть технический разбор Рё углубить проверку РїРѕ выбранным объектам."); } return next; } @@ -364,21 +457,25 @@ function selectProblemUnitSummary(results: UnifiedRetrievalResult[]): ProblemUni } function formatAffectedScope(unit: ProblemUnit): string { + const accountScope = sanitizeUserLines(unit.affected_accounts, 2); + const counterpartyScope = sanitizeUserLines(unit.affected_counterparties, 2); + const documentScope = sanitizeUserLines(unit.affected_documents, 2); + const entityScope = sanitizeUserLines(unit.affected_entities, 2); const scopeParts: string[] = []; - if (unit.affected_accounts.length > 0) { - scopeParts.push(`счета: ${unit.affected_accounts.slice(0, 2).join(", ")}`); + if (accountScope.length > 0) { + scopeParts.push(`accounts: ${accountScope.join(", ")}`); } - if (unit.affected_counterparties.length > 0) { - scopeParts.push(`контрагенты: ${unit.affected_counterparties.slice(0, 2).join(", ")}`); + if (counterpartyScope.length > 0) { + scopeParts.push(`counterparties: ${counterpartyScope.join(", ")}`); } - if (unit.affected_documents.length > 0) { - scopeParts.push(`документы: ${unit.affected_documents.slice(0, 2).join(", ")}`); + if (documentScope.length > 0) { + scopeParts.push(`documents: ${documentScope.join(", ")}`); } - if (scopeParts.length === 0 && unit.affected_entities.length > 0) { - scopeParts.push(`объекты: ${unit.affected_entities.slice(0, 2).join(", ")}`); + if (scopeParts.length === 0 && entityScope.length > 0) { + scopeParts.push(`entities: ${entityScope.join(", ")}`); } if (scopeParts.length === 0) { - return "затронутый контур требует уточнения"; + return "affected scope requires clarification"; } return scopeParts.join("; "); } @@ -448,49 +545,49 @@ function buildProblemCentricActions(input: { const unitTypes = new Set(input.units.map((item) => item.problem_unit_type)); if (unitTypes.has("broken_chain_segment")) { - actions.push("Проверьте связку выписка -> документ -> проводка по проблемным участкам цепочки."); + actions.push("Проверьте СЃРІСЏР·РєСѓ выписка -> документ -> РїСЂРѕРІРѕРґРєР° РїРѕ проблемным участкам цепочки."); } if (unitTypes.has("unresolved_settlement_cluster")) { - actions.push("Сверьте хвосты по расчетам: закрылся ли документ оплаты корректным закрывающим документом."); + actions.push("Сверьте хвосты РїРѕ расчетам: закрылся ли документ оплаты корректным закрывающим документом."); } if (unitTypes.has("period_risk_cluster")) { - actions.push("Оцените влияние дефекта на закрытие периода и корректность регламентных операций."); + actions.push("Оцените влияние дефекта РЅР° закрытие периода Рё корректность регламентных операций."); } if (unitTypes.has("cross_branch_inconsistency_cluster")) { - actions.push("Сверьте противоречия между документами, проводками и регистрами по НДС/межконтурным связям."); + actions.push("Сверьте противоречия между документами, проводками Рё регистрами РїРѕ НДС/межконтурным СЃРІСЏР·СЏРј."); } if (unitTypes.has("lifecycle_anomaly_node")) { - actions.push("Проверьте lifecycle объекта: ожидаемый этап не должен оставаться в partially_linked состоянии."); + actions.push("Проверьте lifecycle объекта: ожидаемый этап РЅРµ должен оставаться РІ partially_linked состоянии."); } for (const unit of input.units) { if (unit.lifecycle_defect_type === "stale_active_state") { - actions.push("Проверьте, почему объект завис: ожидаемый переход не должен оставаться в активной стадии."); + actions.push("Проверьте, почему объект завис: ожидаемый переход РЅРµ должен оставаться РІ активной стадии."); } if (unit.lifecycle_defect_type === "misclosed_state") { - actions.push("Проверьте закрывающий документ и проводки: закрытие может быть формальным, но некорректным по пути."); + actions.push("Проверьте закрывающий документ Рё РїСЂРѕРІРѕРґРєРё: закрытие может быть формальным, РЅРѕ некорректным РїРѕ пути."); } if (unit.lifecycle_defect_type === "cross_branch_state_conflict") { - actions.push("Сверьте бухгалтерскую и смежную ветки (например, НДС/расчеты): обнаружен межконтурный конфликт состояния."); + actions.push("Сверьте бухгалтерскую Рё смежную ветки (например, НДС/расчеты): обнаружен межконтурный конфликт состояния."); } } if (input.mode === "clarification_required") { if (input.missingAnchors.period) { - actions.push("Уточните период проверки, чтобы зафиксировать границы проблемного контура."); + actions.push("Уточните период проверки, чтобы зафиксировать границы проблемного контура."); } if (input.missingAnchors.account) { - actions.push("Уточните счет или группу счетов для предметной локализации дефекта."); + actions.push("Уточните счет или РіСЂСѓРїРїСѓ счетов для предметной локализации дефекта."); } if (input.missingAnchors.documentOrObject) { - actions.push("Укажите конкретный документ или объект трассировки для проверки механизма отклонения."); + actions.push("Укажите конкретный документ или объект трассировки для проверки механизма отклонения."); } if (input.missingAnchors.counterparty) { - actions.push("Укажите контрагента/договор, чтобы проверить хвосты и разрывы на конкретной связке."); + actions.push("Укажите контрагента/РґРѕРіРѕРІРѕСЂ, чтобы проверить хвосты Рё разрывы РЅР° конкретной СЃРІСЏР·РєРµ."); } } if (input.coverageReport.requirements_uncovered.length > 0) { - actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); + actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); } return uniqueStrings(actions, 6); @@ -510,28 +607,28 @@ function buildProblemCentricClarifications(input: { const unitTypes = new Set(input.units.map((item) => item.problem_unit_type)); if (input.missingAnchors.period) { - questions.push("Уточните период (например, 2020-06), в котором нужно проверить проблемный кластер."); + questions.push("Уточните период (например, 2020-06), РІ котором нужно проверить проблемный кластер."); } if (input.missingAnchors.account) { - questions.push("Уточните счет или связку счетов (например, 51/60), где вы ожидаете дефект."); + questions.push("Уточните счет или СЃРІСЏР·РєСѓ счетов (например, 51/60), РіРґРµ РІС‹ ожидаете дефект."); } if (input.missingAnchors.documentOrObject) { - questions.push("Укажите документ/объект, от которого нужно строить проверку цепочки."); + questions.push("Укажите документ/объект, РѕС‚ которого нужно строить проверку цепочки."); } if (input.missingAnchors.counterparty) { - questions.push("Укажите контрагента или договор, по которому проверить незакрытую экспозицию."); + questions.push("Укажите контрагента или РґРѕРіРѕРІРѕСЂ, РїРѕ которому проверить незакрытую экспозицию."); } if (unitTypes.has("broken_chain_segment")) { - questions.push("Уточните участок цепочки: выписка, платежный документ или проводка."); + questions.push("Уточните участок цепочки: выписка, платежный документ или РїСЂРѕРІРѕРґРєР°."); } if (unitTypes.has("period_risk_cluster")) { - questions.push("Уточните, какой этап закрытия периода критичен: начисление, закрытие счетов или НДС-блок."); + questions.push("Уточните, какой этап закрытия периода критичен: начисление, закрытие счетов или НДС-блок."); } if (unitTypes.has("unresolved_settlement_cluster")) { - questions.push("Уточните, интересуют хвосты поставщиков, покупателей или оба направления."); + questions.push("Уточните, интересуют хвосты поставщиков, покупателей или РѕР±Р° направления."); } if (input.coverageReport.clarification_needed_for.length > 0) { - questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); + questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); } return uniqueStrings(questions, 6); @@ -644,10 +741,10 @@ function limitationReasonToText(code: EvidenceLimitationReasonCode): string { function detectMissingAnchors(userMessage: string): MissingAnchors { const lower = String(userMessage ?? "").toLowerCase(); const hasPeriod = /\b20\d{2}(?:[-./](?:0[1-9]|1[0-2]))?\b/.test(lower); - const hasAccount = /(?:\bсчет\b|\baccount\b|\bschet\b|\b\d{2}(?:\.\d{2})?\b)/i.test(lower); - const hasDocumentOrObject = /(?:документ|invoice|guid|object|obj|#\d+|\bid\b|\bref\b|dokument|doc)/i.test(lower); - const hasCounterparty = /(?:контрагент|supplier|buyer|customer|kontragent|postavsh|pokupatel)/i.test(lower); - const hasAnomalyType = /(?:аномал|risk|отклон|разрыв|mismatch|duplicate|tail|цепочк|anomali|hvost)/i.test(lower); + const hasAccount = /(?:\bсчет\b|\baccount\b|\bschet\b|\b\d{2}(?:\.\d{2})?\b)/i.test(lower); + const hasDocumentOrObject = /(?:документ|invoice|guid|object|obj|#\d+|\bid\b|\bref\b|dokument|doc)/i.test(lower); + const hasCounterparty = /(?:контрагент|supplier|buyer|customer|kontragent|postavsh|pokupatel)/i.test(lower); + const hasAnomalyType = /(?:аномал|risk|отклон|разрыв|mismatch|duplicate|tail|цепочк|anomali|hvost)/i.test(lower); return { period: !hasPeriod, @@ -671,22 +768,22 @@ function buildClarificationQuestions(input: { } if (input.missingAnchors.period) { - questions.push("Уточните период проверки (например, 2020-06)."); + questions.push("Уточните период проверки (например, 2020-06)."); } if (input.missingAnchors.account) { - questions.push("Уточните счет или группу счетов (например, 19, 60, 62)."); + questions.push("Уточните счет или РіСЂСѓРїРїСѓ счетов (например, 19, 60, 62)."); } if (input.missingAnchors.documentOrObject) { - questions.push("Укажите документ/GUID/конкретный объект для трассировки."); + questions.push("Укажите документ/GUID/конкретный объект для трассировки."); } if (input.missingAnchors.counterparty) { - questions.push("Укажите контрагента или группу контрагентов."); + questions.push("Укажите контрагента или РіСЂСѓРїРїСѓ контрагентов."); } if (input.policySignals.broad_query_detected && input.missingAnchors.anomalyType) { - questions.push("Уточните тип отклонения: разрыв цепочки, неверный документ или аномальный риск."); + questions.push("Уточните тип отклонения: разрыв цепочки, неверный документ или аномальный СЂРёСЃРє."); } if (input.coverageReport.clarification_needed_for.length > 0) { - questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); + questions.push(`Закройте уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`); } return uniqueStrings(questions, 6); @@ -701,31 +798,31 @@ function buildRecommendedActions(input: { }): string[] { const actions: string[] = []; if (input.mode === "focused_grounded") { - actions.push("Проверьте 1-2 ключевые записи в учетной базе и зафиксируйте итог в рабочем файле проверки."); + actions.push("Проверьте 1-2 ключевые записи РІ учетной базе Рё зафиксируйте итог РІ рабочем файле проверки."); } if (input.mode === "broad_partial") { - actions.push("Сузьте запрос до периода + счета или периода + документа и повторите проверку."); + actions.push("Сузьте запрос РґРѕ периода + счета или периода + документа Рё повторите проверку."); } if (input.mode === "clarification_required") { - actions.push("Дайте недостающие якоря (период/счет/объект), иначе сильный factual вывод невозможен."); + actions.push("Дайте недостающие СЏРєРѕСЂСЏ (период/счет/объект), иначе сильный factual вывод невозможен."); } if (input.coverageReport.requirements_uncovered.length > 0) { - actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); + actions.push(`Закройте непокрытые требования: ${input.coverageReport.requirements_uncovered.join(", ")}.`); } if (input.coverageReport.requirements_partially_covered.length > 0) { - actions.push(`Доуточните частично покрытые требования: ${input.coverageReport.requirements_partially_covered.join(", ")}.`); + actions.push(`Доуточните частично покрытые требования: ${input.coverageReport.requirements_partially_covered.join(", ")}.`); } if (input.policySignals.broad_query_detected && input.policySignals.narrowing_strength !== "strong") { - actions.push("Добавьте более узкий контекст: тип отклонения, группу документов и бизнес-участок."); + actions.push("Добавьте более СѓР·РєРёР№ контекст: тип отклонения, РіСЂСѓРїРїСѓ документов Рё бизнес-участок."); } if (input.limitationReasonCodes.includes("snapshot_only")) { - actions.push("Сверьте критичные выводы с live source-of-record в 1C."); + actions.push("Сверьте критичные выводы СЃ live source-of-record РІ 1C."); } if (input.limitationReasonCodes.includes("weak_source_mapping")) { - actions.push("Проверьте source mapping для связей document/register по указанным ref."); + actions.push("Проверьте source mapping для связей document/register РїРѕ указанным ref."); } if (input.sourceRefs.length > 0) { - actions.push(`Начните проверку с ${input.sourceRefs.length} подтвержденных записей и сверьте их с первичными документами.`); + actions.push(`Начните проверку СЃ ${input.sourceRefs.length} подтвержденных записей Рё сверьте РёС… СЃ первичными документами.`); } return uniqueStrings(actions, 6); @@ -842,14 +939,14 @@ function buildPolicyDecision(input: { } function buildAnswerSummary(mode: PolicyMode): string { - if (mode === "focused_grounded") return "Сформирован прямой ответ на основе подтвержденной опоры."; - if (mode === "broad_partial") return "Вывод ограничен: есть частичная опора, но не полный coverage."; - if (mode === "clarification_required") return "Нужны уточнения: без сужения strong factual вывод ненадежен."; - if (mode === "out_of_scope") return "Запрос вне доступного учетного контура."; - if (mode === "route_mismatch") return "Результат маршрута не совпал с предметом вопроса."; - if (mode === "empty") return "В текущем срезе данных релевантные записи не обнаружены."; - if (mode === "no_grounded") return "Недостаточно опоры для обоснованного ответа."; - return "Не удалось собрать обоснованный ответ по текущему запросу."; + if (mode === "focused_grounded") return "Сформирован РїСЂСЏРјРѕР№ ответ РЅР° РѕСЃРЅРѕРІРµ подтвержденной РѕРїРѕСЂС‹."; + if (mode === "broad_partial") return "Вывод ограничен: есть частичная РѕРїРѕСЂР°, РЅРѕ РЅРµ полный coverage."; + if (mode === "clarification_required") return "Нужны уточнения: без сужения strong factual вывод ненадежен."; + if (mode === "out_of_scope") return "Запрос РІРЅРµ доступного учетного контура."; + if (mode === "route_mismatch") return "Результат маршрута РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°."; + if (mode === "empty") return "Р’ текущем срезе данных релевантные записи РЅРµ обнаружены."; + if (mode === "no_grounded") return "Недостаточно РѕРїРѕСЂС‹ для обоснованного ответа."; + return "РќРµ удалось собрать обоснованный ответ РїРѕ текущему запросу."; } function buildDirectAnswer(input: { @@ -859,33 +956,33 @@ function buildDirectAnswer(input: { }): string { const topFact = firstMeaningfulFact(input.retrievalResults); if (input.mode === "focused_grounded") { - return topFact ?? "Подтвержденный результат получен; можно продолжать предметную проверку без деградации."; + return topFact ?? "Подтвержденный результат получен; можно продолжать предметную проверку без деградации."; } if (input.mode === "broad_partial") { if (topFact) { - return `Доступен ограниченный подтвержденный фрагмент: ${topFact}`; + return `Доступен ограниченный подтвержденный фрагмент: ${topFact}`; } - return "Есть только ограниченная опора; вывод дан в частичном режиме без ложной точности."; + return "Есть только ограниченная РѕРїРѕСЂР°; вывод дан РІ частичном режиме без ложной точности."; } if (input.mode === "clarification_required") { - return "Текущий запрос слишком широкий или недоопределен; надежный factual вывод пока невозможен."; + return "Текущий запрос слишком широкий или недоопределен; надежный factual вывод РїРѕРєР° невозможен."; } if (input.mode === "out_of_scope") { - return "Могу отвечать только в пределах данных доступного учетного контура."; + return "РњРѕРіСѓ отвечать только РІ пределах данных доступного учетного контура."; } if (input.mode === "route_mismatch") { - return "Предмет результата не совпал с предметом вопроса; требуется уточнение фокуса."; + return "Предмет результата РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°; требуется уточнение фокуса."; } if (input.mode === "empty") { - return "В текущем срезе данных проблемные записи по заданному условию не найдены."; + return "Р’ текущем срезе данных проблемные записи РїРѕ заданному условию РЅРµ найдены."; } if (input.mode === "no_grounded") { - return "Недостаточно подтвержденной опоры для ответа в требуемой точности."; + return "Недостаточно подтвержденной РѕРїРѕСЂС‹ для ответа РІ требуемой точности."; } if (input.policySignals.minimum_evidence_failed) { - return "Маршрут отработал, но минимальная evidence-опора не пройдена."; + return "Маршрут отработал, РЅРѕ минимальная evidence-РѕРїРѕСЂР° РЅРµ пройдена."; } - return "Не удалось сформировать обоснованный ответ; нужно уточнение запроса."; + return "РќРµ удалось сформировать обоснованный ответ; нужно уточнение запроса."; } function buildProblemCentricAnswerSummary(input: { @@ -896,20 +993,20 @@ function buildProblemCentricAnswerSummary(input: { }): string { if (input.lifecycleEnriched && input.summary?.lifecycle_enriched_units && input.summary.lifecycle_enriched_units > 0) { if (input.mode === "clarification_required") { - return "Выявлены lifecycle-дефекты, но для надежного вывода требуется уточнение предметных якорей."; + return "Выявлены lifecycle-дефекты, РЅРѕ для надежного вывода требуется уточнение предметных якорей."; } - return `Сформирован lifecycle-aware problem срез: выделено ${input.summary.lifecycle_enriched_units} lifecycle-узлов с приоритетом по дефектам перехода.`; + return `Сформирован lifecycle-aware problem срез: выделено ${input.summary.lifecycle_enriched_units} lifecycle-узлов СЃ приоритетом РїРѕ дефектам перехода.`; } if (input.mode === "clarification_required") { - return "Выявлены проблемные кластеры, но для надежного вывода требуется предметное уточнение фокуса."; + return "Выявлены проблемные кластеры, РЅРѕ для надежного вывода требуется предметное уточнение фокуса."; } if (input.weakUnits) { - return "Сформирован problem-centric срез с ограниченной опорой; вывод предварительный и требует до-проверки."; + return "Сформирован problem-centric срез СЃ ограниченной РѕРїРѕСЂРѕР№; вывод предварительный Рё требует РґРѕ-проверки."; } if (input.summary?.units_total && input.summary.units_total > 1) { - return `Сформирован problem-centric срез: выделено ${input.summary.units_total} проблемных кластера с приоритетами.`; + return `Сформирован problem-centric срез: выделено ${input.summary.units_total} проблемных кластера СЃ приоритетами.`; } - return "Сформирован problem-centric срез: выделен ключевой проблемный кластер и затронутый контур."; + return "Сформирован problem-centric срез: выделен ключевой проблемный кластер Рё затронутый контур."; } function buildProblemCentricDirectAnswer(input: { @@ -920,19 +1017,24 @@ function buildProblemCentricDirectAnswer(input: { }): string { const lead = input.mode === "clarification_required" - ? "Обнаружены проблемные зоны, но без уточнения якорей сильный factual-вывод преждевременен." + ? "Обнаружены проблемные Р·РѕРЅС‹, РЅРѕ без уточнения якорей сильный factual-вывод преждевременен." : input.weakUnits - ? "Выделены проблемные зоны с ограниченной надежностью; вывод дан в ограниченном режиме." + ? "Выделены проблемные Р·РѕРЅС‹ СЃ ограниченной надежностью; вывод дан РІ ограниченном режиме." : input.lifecycleAnswerEnabled && hasLifecycleResolution(input.units) - ? "Выделены lifecycle-проблемы: определены текущие/ожидаемые стадии и тип нарушения перехода." - : "Выделены ключевые проблемные зоны и их влияние на учетный контур."; + ? "Выделены lifecycle-проблемы: определены текущие/ожидаемые стадии Рё тип нарушения перехода." + : "Выделены ключевые проблемные Р·РѕРЅС‹ Рё РёС… влияние РЅР° учетный контур."; const unitLines = input.units.map((unit) => { const scope = formatAffectedScope(unit); const lifecycleScope = input.lifecycleAnswerEnabled ? formatLifecycleScope(unit) : null; - const lifecycleInterpretation = input.lifecycleAnswerEnabled ? unit.business_lifecycle_interpretation : null; + const lifecycleInterpretation = + input.lifecycleAnswerEnabled && unit.business_lifecycle_interpretation + ? sanitizeUserText(unit.business_lifecycle_interpretation) + : null; + const title = sanitizeUserText(unit.title) ?? "Problem cluster detected"; + const defect = sanitizeUserText(unit.business_defect_class) ?? "detected_issue"; const segments = [ - `${unit.title}: ${unit.business_defect_class}`, + `${title}: ${defect}`, scope, lifecycleScope, lifecycleInterpretation, @@ -944,10 +1046,10 @@ function buildProblemCentricDirectAnswer(input: { }); if (unitLines.length === 0) { - return `${lead}\nПроблемные кластеры не удалось детализировать в текущем срезе.`; + return `${lead}\nПроблемные кластеры РЅРµ удалось детализировать РІ текущем срезе.`; } - return [lead, "Проблемные кластеры:", ...unitLines].join("\n"); + return [lead, "Проблемные кластеры:", ...unitLines].join("\n"); } function buildProblemCentricAnswerStructure(input: { @@ -1358,21 +1460,23 @@ function composeExplainableAnswer(input: ComposeAnswerInput, scopeLabel: "full" const lead = scopeLabel === "full" - ? "Итог: запрос обработан по предмету, найденные объекты подтверждены данными контура." - : "Итог: запрос обработан частично, ниже подтвержденная часть и ограничения."; + ? "Итог: запрос обработан РїРѕ предмету, найденные объекты подтверждены данными контура." + : "Итог: запрос обработан частично, ниже подтвержденная часть Рё ограничения."; - return [ - lead, - facts.length > 0 ? "Подтвержденные результаты:\n" + formatList(facts) : "", - whyIncluded.length > 0 ? "Почему это попало в ответ:\n" + formatList(whyIncluded) : "", - selectionReasons.length > 0 ? "Основание отбора:\n" + formatList(selectionReasons) : "", - riskFactors.length > 0 ? "Подтверждающие признаки:\n" + formatList(riskFactors) : "", - interpretation.length > 0 ? "Практический смысл:\n" + formatList(interpretation) : "", - limitations.length > 0 ? "Ограничения:\n" + formatList(limitations) : "", - nextSteps.length > 0 ? "Что проверить дальше:\n" + formatList(nextSteps) : "" - ] - .filter(Boolean) - .join("\n\n"); + return sanitizeUserFacingReply( + [ + lead, + facts.length > 0 ? "Подтвержденные результаты:\n" + formatList(facts) : "", + whyIncluded.length > 0 ? "Почему это попало РІ ответ:\n" + formatList(whyIncluded) : "", + selectionReasons.length > 0 ? "Основание отбора:\n" + formatList(selectionReasons) : "", + riskFactors.length > 0 ? "Подтверждающие признаки:\n" + formatList(riskFactors) : "", + interpretation.length > 0 ? "Практический смысл:\n" + formatList(interpretation) : "", + limitations.length > 0 ? "Ограничения:\n" + formatList(limitations) : "", + nextSteps.length > 0 ? "Что проверить дальше:\n" + formatList(nextSteps) : "" + ] + .filter(Boolean) + .join("\n\n") + ); } export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswerOutput { @@ -1385,6 +1489,8 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer const partialResults = input.retrievalResults.filter((item) => item.status === "partial"); const emptyResults = input.retrievalResults.filter((item) => item.status === "empty"); const errorResults = input.retrievalResults.filter((item) => item.status === "error"); + const legacyEvidenceItems = flattenEvidence(input.retrievalResults); + const legacyLimitationReasonCodes = collectLimitationReasonCodes(legacyEvidenceItems); const hasBroadMinimumEvidenceSignal = input.retrievalResults.some( (item) => summaryBoolean(item, "broad_guard_applied") && summaryBoolean(item, "minimum_evidence_failed") ); @@ -1398,7 +1504,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (fallbackType === "out_of_scope" && input.coverageReport.requirements_covered === 0) { return { assistant_reply: - "Я могу отвечать только по данным вашей учетной базы. Этот запрос выходит за рамки доступного контура.", + "РЇ РјРѕРіСѓ отвечать только РїРѕ данным вашей учетной базы. Этот запрос выходит Р·Р° рамки доступного контура.", fallback_type: "out_of_scope", reply_type: "out_of_scope" }; @@ -1407,8 +1513,8 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (input.groundingCheck.status === "route_mismatch_blocked") { return { assistant_reply: [ - "Не отправляю финальный ответ, потому что предмет результата не совпал с предметом вопроса.", - "Уточните формулировку (например, нужный счет/участок учета), и я выполню повторный проход." + "РќРµ отправляю финальный ответ, потому что предмет результата РЅРµ совпал СЃ предметом РІРѕРїСЂРѕСЃР°.", + "Уточните формулировку (например, нужный счет/участок учета), Рё СЏ выполню повторный РїСЂРѕС…РѕРґ." ].join("\n\n"), fallback_type: "partial", reply_type: "route_mismatch_blocked" @@ -1418,7 +1524,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (input.groundingCheck.status === "no_grounded_answer" && okResults.length === 0 && !hasBroadMinimumEvidenceSignal) { return { assistant_reply: - "Пока не удалось собрать предметно подтвержденный ответ по вашему вопросу. Нужны дополнительные уточнения по периоду или объекту проверки.", + "РџРѕРєР° РЅРµ удалось собрать предметно подтвержденный ответ РїРѕ вашему РІРѕРїСЂРѕСЃСѓ. Нужны дополнительные уточнения РїРѕ периоду или объекту проверки.", fallback_type: fallbackType, reply_type: "no_grounded_answer" }; @@ -1427,7 +1533,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (hasBroadClarificationSignal && okResults.length === 0 && partialResults.length === 0) { return { assistant_reply: - "Запрос слишком широкий для надежного вывода по текущей опоре. Уточните период, участок учета или объект проверки, после чего я дам предметный результат.", + "Запрос слишком широкий для надежного вывода РїРѕ текущей РѕРїРѕСЂРµ. Уточните период, участок учета или объект проверки, после чего СЏ дам предметный результат.", fallback_type: "clarification", reply_type: "clarification_required" }; @@ -1435,7 +1541,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (fallbackType === "clarification" && okResults.length === 0 && partialResults.length === 0) { return { - assistant_reply: "Уточните, пожалуйста, период, счет, документ или контрагента, чтобы закрыть все части вопроса корректно.", + assistant_reply: "Уточните, пожалуйста, период, счет, документ или контрагента, чтобы закрыть РІСЃРµ части РІРѕРїСЂРѕСЃР° корректно.", fallback_type: "clarification", reply_type: "clarification_required" }; @@ -1443,7 +1549,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (errorResults.length > 0 && okResults.length === 0 && partialResults.length === 0) { return { - assistant_reply: "Не удалось получить данные из контура. Попробуйте повторить запрос или уточнить формулировку.", + assistant_reply: "РќРµ удалось получить данные РёР· контура. Попробуйте повторить запрос или уточнить формулировку.", fallback_type: fallbackType, reply_type: "backend_error" }; @@ -1459,7 +1565,7 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer if (okResults.length === 0 && partialResults.length === 0 && emptyResults.length > 0) { return { - assistant_reply: "По заданному условию в текущем срезе данных явных проблемных записей не найдено.", + assistant_reply: "РџРѕ заданному условию РІ текущем срезе данных явных проблемных записей РЅРµ найдено.", fallback_type: fallbackType, reply_type: "empty_but_valid" }; @@ -1471,7 +1577,9 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer input.coverageReport.clarification_needed_for.length > 0 || input.coverageReport.out_of_scope_requirements.length > 0 || input.groundingCheck.status === "partial" || - errorResults.length > 0; + errorResults.length > 0 || + legacyLimitationReasonCodes.includes("weak_source_mapping") || + legacyLimitationReasonCodes.includes("missing_mechanism"); if (okResults.length > 0 && hasPartialCoverage) { return { @@ -1490,9 +1598,10 @@ export function composeAssistantAnswer(input: ComposeAnswerInput): ComposeAnswer } return { - assistant_reply: "По текущему запросу не удалось построить обоснованный ответ. Уточните формулировку и попробуйте снова.", + assistant_reply: "РџРѕ текущему запросу РЅРµ удалось построить обоснованный ответ. Уточните формулировку Рё попробуйте СЃРЅРѕРІР°.", fallback_type: "unknown", reply_type: "backend_error" }; } + diff --git a/llm_normalizer/backend/src/services/assistantDataLayer.ts b/llm_normalizer/backend/src/services/assistantDataLayer.ts index 12fbad4..68fd1f5 100644 --- a/llm_normalizer/backend/src/services/assistantDataLayer.ts +++ b/llm_normalizer/backend/src/services/assistantDataLayer.ts @@ -1125,9 +1125,9 @@ export class AssistantDataLayer { } else if (route === "store_feature_risk") { result = this.executeRisk(fragmentText, data); } else if (route === "batch_refresh_then_store") { - result = this.executeBatch(data); + result = this.executeBatch(fragmentText, data); } else if (route === "store_canonical") { - result = this.executeCanonical(data); + result = this.executeCanonical(fragmentText, data); } else if (route === "live_mcp_drilldown") { result = this.executeDrilldown(fragmentText, data); } @@ -1437,7 +1437,9 @@ export class AssistantDataLayer { }; } - private executeRisk(_fragmentText: string, data: DatasetBundle): RawRetrievalResult { + private executeRisk(fragmentText: string, data: DatasetBundle): RawRetrievalResult { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); + const profileRiskFactors = semanticProfile.anomaly_patterns; const records = [...data.problemCases, ...data.ndsRegisters]; const scored = records .map((record) => { @@ -1491,12 +1493,15 @@ export class AssistantDataLayer { items: [], summary: { checked_records: records.length, - risky_records: 0 + risky_records: 0, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: [], why_included: [], selection_reason: ["Р РёСЃРє-оценка выполнялась РїРѕ техническим признакам, РЅРѕ записи выше РїРѕСЂРѕРіР° РЅРµ найдены."], - risk_factors: [], + risk_factors: profileRiskFactors, business_interpretation: ["РџРѕ текущему срезу явные СЂРёСЃРє-признаки РЅРµ обнаружены."], confidence: "medium", limitations: ["Оценка основана РЅР° snapshot-данных Рё эвристическом risk score."], @@ -1505,6 +1510,13 @@ export class AssistantDataLayer { } const averageScore = items.reduce((acc, item) => acc + item.risk_score, 0) / items.length; + const normalizedRiskFactors = uniqueStrings([ + ...profileRiskFactors, + "unknown_link_count", + "zero_guid_values", + "navigation_links", + "missing_counterparty_link" + ]); return { status: "ok", result_type: "list", @@ -1512,7 +1524,10 @@ export class AssistantDataLayer { summary: { checked_records: records.length, risky_records: items.length, - average_risk_score: Number(averageScore.toFixed(2)) + average_risk_score: Number(averageScore.toFixed(2)), + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 10).map((item) => ({ source_entity: item.source_entity, @@ -1521,14 +1536,10 @@ export class AssistantDataLayer { })), why_included: ["Р’ ответ включены записи СЃ risk_score >= 2."], selection_reason: [ - "score растет РїСЂРё unknown links, zero GUID, навигационных ссылках Рё отсутствии СЏРІРЅРѕРіРѕ контрагента." - ], - risk_factors: [ - "unknown_link_count", - "zero_guid_values", - "navigation_links", - "missing_counterparty_link" + "score растет РїСЂРё unknown links, zero GUID, навигационных ссылках Рё отсутствии СЏРІРЅРѕРіРѕ контрагента.", + `Semantic profile subject: ${semanticProfile.query_subject}.` ], + risk_factors: normalizedRiskFactors, business_interpretation: ["Эти записи требуют первичной бухгалтерской проверки как потенциальные аномалии."], confidence: "high", limitations: ["Р РёСЃРє-факторы определяются эвристикой, Р° РЅРµ полным набором бизнес-правил 1РЎ."], @@ -1536,7 +1547,8 @@ export class AssistantDataLayer { }; } - private executeBatch(data: DatasetBundle): RawRetrievalResult { + private executeBatch(fragmentText: string, data: DatasetBundle): RawRetrievalResult { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); const source = [...data.problemCases, ...data.keyFields, ...data.docs]; const byEntity = new Map(); for (const record of source) { @@ -1558,7 +1570,10 @@ export class AssistantDataLayer { items, summary: { checked_records: source.length, - ranked_entities: items.length + ranked_entities: items.length, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 5).map((item) => ({ entity: item.entity, @@ -1566,9 +1581,9 @@ export class AssistantDataLayer { })), why_included: items.length > 0 ? ["Показаны сущности СЃ максимальным количеством записей."] : [], selection_reason: ["Ранжирование выполнено РїРѕ records_count РїРѕ убыванию."], - risk_factors: ["Высокий объем записей РїРѕ сущности повышает приоритет проверки."], + risk_factors: uniqueStrings(["entity_volume_spike", ...semanticProfile.anomaly_patterns]), business_interpretation: [ - "Сущности РІ топе ранга чаще дают наибольший вклад РІ проблемный объем Рё требуют приоритетного аудита." + "Top entities by volume highlight where lifecycle-focused review should start first." ], confidence: "medium", limitations: ["Ранжирование РїРѕ объему РЅРµ всегда эквивалентно бизнес-СЂРёСЃРєСѓ."], @@ -1576,8 +1591,11 @@ export class AssistantDataLayer { }; } - private executeCanonical(data: DatasetBundle): RawRetrievalResult { - const items = data.docs + private executeCanonical(fragmentText: string, data: DatasetBundle): RawRetrievalResult { + const semanticProfile = buildSemanticRetrievalProfile(fragmentText); + const useVatSource = semanticProfile.domain_scope.includes("vat") || semanticProfile.domain_scope.includes("taxes"); + const sourceRecords = useVatSource ? [...data.ndsRegisters, ...data.keyFields] : data.docs; + const items = sourceRecords .map((record) => { const period = extractDate(record); return { @@ -1599,8 +1617,11 @@ export class AssistantDataLayer { result_type: "list", items, summary: { - checked_records: data.docs.length, - returned_records: items.length + checked_records: sourceRecords.length, + returned_records: items.length, + query_subject: semanticProfile.query_subject, + semantic_profile: semanticProfile, + ranking_basis: semanticProfile.ranking_basis }, evidence: items.slice(0, 6).map((item) => ({ source_entity: item.source_entity, @@ -1608,8 +1629,11 @@ export class AssistantDataLayer { period: item.period })), why_included: items.length > 0 ? ["Показаны последние РїРѕ дате записи канонического документного слоя."] : [], - selection_reason: ["Отбор РїРѕ максимальной дате документа РІ пределах snapshot."], - risk_factors: [], + selection_reason: [ + "Отбор РїРѕ максимальной дате документа РІ пределах snapshot.", + `Semantic profile subject: ${semanticProfile.query_subject}.` + ], + risk_factors: semanticProfile.anomaly_patterns, business_interpretation: ["Слой отражает базовый factual-срез документов для оперативной сверки."], confidence: "high", limitations: ["Это read-only snapshot, Р° РЅРµ онлайн-состояние 1РЎ."], diff --git a/llm_normalizer/backend/src/services/lifecycleRuntime.ts b/llm_normalizer/backend/src/services/lifecycleRuntime.ts index 7aea315..01c56a2 100644 --- a/llm_normalizer/backend/src/services/lifecycleRuntime.ts +++ b/llm_normalizer/backend/src/services/lifecycleRuntime.ts @@ -1,4 +1,4 @@ -import type { CandidateEvidenceItem, ProblemConfidence, ProblemUnit, ProblemUnitType } from "../types/stage2ProblemUnits"; +import type { CandidateEvidenceItem, ProblemConfidence, ProblemUnit, ProblemUnitType } from "../types/stage2ProblemUnits"; import { LIFECYCLE_MODEL_SCHEMA_VERSION, STAGE3_LIFECYCLE_DOMAINS, @@ -47,13 +47,99 @@ function hasToken(values: string[], pattern: RegExp): boolean { return values.some((value) => pattern.test(value)); } -function defaultExpectedState(domain: LifecycleDomain): string { - if (domain === "bank_settlement") return "settlement_closed"; - if (domain === "customer_settlement") return "receivable_closed"; - if (domain === "deferred_expense") return "fully_written_off"; - if (domain === "fixed_asset") return "depreciation_active"; - if (domain === "vat_flow") return "vat_deducted"; - return "close_completed"; +function normalizeStateToken(value: string): string { + return value.trim().toLowerCase(); +} + +function resolveStateCode(model: LifecycleDomainModel, stateCode: string | null | undefined): string | null { + if (!stateCode || typeof stateCode !== "string") { + return null; + } + const normalized = normalizeStateToken(stateCode); + const matched = model.states.find((state) => normalizeStateToken(state.state_code) === normalized); + return matched?.state_code ?? null; +} + +function defaultInitialState(model: LifecycleDomainModel): string { + const initial = model.states.find((state) => state.state_class === "initial"); + if (initial) { + return initial.state_code; + } + return model.states[0]?.state_code ?? "unknown_state"; +} + +function defaultExpectedState(model: LifecycleDomainModel): string { + const terminal = model.states.find((state) => state.is_terminal || state.state_class === "terminal"); + if (terminal) { + return terminal.state_code; + } + const active = model.states.find((state) => state.state_class === "active"); + if (active) { + return active.state_code; + } + return defaultInitialState(model); +} + +function expectedTransitionAdjacency(model: LifecycleDomainModel): Map { + const graph = new Map(); + for (const transition of model.transitions) { + if (transition.transition_type !== "expected") { + continue; + } + const from = transition.from_state; + const to = transition.to_state; + const current = graph.get(from) ?? []; + if (!current.includes(to)) { + current.push(to); + } + graph.set(from, current); + } + return graph; +} + +function shortestExpectedPath(model: LifecycleDomainModel, fromState: string, toState: string): string[] | null { + if (fromState === toState) { + return [fromState]; + } + const graph = expectedTransitionAdjacency(model); + const queue: string[][] = [[fromState]]; + const visited = new Set([fromState]); + while (queue.length > 0) { + const path = queue.shift(); + if (!path) { + continue; + } + const tail = path[path.length - 1]; + const nextStates = graph.get(tail) ?? []; + for (const nextState of nextStates) { + if (visited.has(nextState)) { + continue; + } + const nextPath = [...path, nextState]; + if (nextState === toState) { + return nextPath; + } + visited.add(nextState); + queue.push(nextPath); + } + } + return null; +} + +function transitionEdgeLabel(fromState: string, toState: string): string { + return `${fromState}->${toState}`; +} + +function resolvePreviousStates(model: LifecycleDomainModel, currentState: string): string[] { + const initialState = defaultInitialState(model); + if (initialState === currentState) { + return []; + } + const path = shortestExpectedPath(model, initialState, currentState); + if (!path || path.length <= 1) { + return []; + } + return path.slice(0, -1); } const LIFECYCLE_DOMAIN_MODELS: Record = { @@ -64,53 +150,53 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "initiated_payment", - state_label: "Платеж инициирован", + state_label: "Платеж инициирован", state_class: "initial", entry_conditions: ["payment_order_created"], exit_conditions: ["bank_recorded"], is_terminal: false, is_problematic: false, - business_meaning: "Есть инициирование платежа." + business_meaning: "Есть инициирование платежа." }, { state_code: "bank_recorded", - state_label: "Платеж отражен банком", + state_label: "Платеж отражен банком", state_class: "active", entry_conditions: ["bank_statement_recorded"], exit_conditions: ["settlement_linked"], is_terminal: false, is_problematic: false, - business_meaning: "Движение денег зафиксировано, ожидается расчетное закрытие." + business_meaning: "Движение денег зафиксировано, ожидается расчетное закрытие." }, { state_code: "settlement_closed", - state_label: "Расчет закрыт", + state_label: "Расчет закрыт", state_class: "terminal", entry_conditions: ["payment_to_settlement_linked"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Платеж доведен до расчетного результата." + business_meaning: "Платеж доведен РґРѕ расчетного результата." }, { state_code: "stale_unlinked_payment", - state_label: "Платеж завис без закрытия", + state_label: "Платеж завис без закрытия", state_class: "problematic", entry_conditions: ["bank_recorded", "missing_link"], exit_conditions: ["settlement_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Платеж отражен, но ожидаемая связь по расчету не завершена." + business_meaning: "Платеж отражен, РЅРѕ ожидаемая СЃРІСЏР·СЊ РїРѕ расчету РЅРµ завершена." }, { state_code: "misclosed_payment", - state_label: "Платеж закрыт некорректно", + state_label: "Платеж закрыт некорректно", state_class: "problematic", entry_conditions: ["wrong_document_type_or_posting_mismatch"], exit_conditions: ["settlement_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Формальное закрытие есть, но путь закрытия неверный." + business_meaning: "Формальное закрытие есть, РЅРѕ путь закрытия неверный." } ], transitions: [ @@ -121,7 +207,7 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { required_evidence: ["bank_statement_recorded"], optional_evidence: ["payment_order"], forbidden_conditions: [], - business_meaning: "Платеж должен появиться во выписке." + business_meaning: "Платеж должен появиться РІРѕ выписке." }, { from_state: "bank_recorded", @@ -130,7 +216,7 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { required_evidence: ["payment_to_settlement_link"], optional_evidence: ["document_to_posting"], forbidden_conditions: ["wrong_document_type"], - business_meaning: "После выписки должен закрываться расчет." + business_meaning: "После выписки должен закрываться расчет." } ], defects: [] @@ -142,43 +228,43 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "invoice_issued", - state_label: "Реализация отражена", + state_label: "Реализация отражена", state_class: "initial", entry_conditions: ["realization_document_exists"], exit_conditions: ["payment_recorded"], is_terminal: false, is_problematic: false, - business_meaning: "Возникла дебиторская позиция." + business_meaning: "Возникла дебиторская позиция." }, { state_code: "payment_recorded", - state_label: "Оплата отражена", + state_label: "Оплата отражена", state_class: "active", entry_conditions: ["payment_document_exists"], exit_conditions: ["receivable_closed"], is_terminal: false, is_problematic: false, - business_meaning: "Оплата есть, ожидается корректное закрытие." + business_meaning: "Оплата есть, ожидается корректное закрытие." }, { state_code: "receivable_closed", - state_label: "Дебиторка закрыта", + state_label: "Дебиторка закрыта", state_class: "terminal", entry_conditions: ["closing_document_linked"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Дебиторская позиция закрыта корректно." + business_meaning: "Дебиторская позиция закрыта корректно." }, { state_code: "stale_receivable", - state_label: "Дебиторка зависла", + state_label: "Дебиторка зависла", state_class: "problematic", entry_conditions: ["unresolved_settlement"], exit_conditions: ["receivable_closed"], is_terminal: false, is_problematic: true, - business_meaning: "Позиция остается незавершенной дольше ожидаемого." + business_meaning: "Позиция остается незавершенной дольше ожидаемого." } ], transitions: [ @@ -189,7 +275,7 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { required_evidence: ["payment_document_exists"], optional_evidence: [], forbidden_conditions: [], - business_meaning: "После реализации ожидается оплата/зачет." + business_meaning: "После реализации ожидается оплата/зачет." }, { from_state: "payment_recorded", @@ -198,7 +284,7 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { required_evidence: ["closing_document_linked"], optional_evidence: ["register_movement_exists"], forbidden_conditions: ["cross_branch_inconsistency"], - business_meaning: "Оплата должна завершаться корректным закрытием расчета." + business_meaning: "Оплата должна завершаться корректным закрытием расчета." } ], defects: [] @@ -210,43 +296,43 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "recognized", - state_label: "РБП признан", + state_label: "РБП признан", state_class: "initial", entry_conditions: ["deferred_expense_created"], exit_conditions: ["writeoff_started"], is_terminal: false, is_problematic: false, - business_meaning: "РБП поставлен на учет." + business_meaning: "РБП поставлен РЅР° учет." }, { state_code: "partially_written_off", - state_label: "Частичное списание", + state_label: "Частичное списание", state_class: "active", entry_conditions: ["partial_writeoff_exists"], exit_conditions: ["fully_written_off"], is_terminal: false, is_problematic: false, - business_meaning: "Списание идет по графику." + business_meaning: "Списание идет РїРѕ графику." }, { state_code: "fully_written_off", - state_label: "РБП полностью списан", + state_label: "РБП полностью списан", state_class: "terminal", entry_conditions: ["full_writeoff_exists"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "РБП завершил lifecycle." + business_meaning: "РБП завершил lifecycle." }, { state_code: "overdue_writeoff", - state_label: "Просроченное списание", + state_label: "Просроченное списание", state_class: "problematic", entry_conditions: ["period_boundary", "missing_link"], exit_conditions: ["fully_written_off"], is_terminal: false, is_problematic: true, - business_meaning: "РБП живет дольше допустимого окна." + business_meaning: "РБП живет дольше допустимого РѕРєРЅР°." } ], transitions: [], @@ -259,53 +345,53 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "capitalized", - state_label: "Капвложения отражены", + state_label: "Капвложения отражены", state_class: "initial", entry_conditions: ["capitalization_document_exists"], exit_conditions: ["accepted_for_accounting"], is_terminal: false, is_problematic: false, - business_meaning: "Объект зафиксирован как вложение." + business_meaning: "Объект зафиксирован как вложение." }, { state_code: "accepted_for_accounting", - state_label: "Принят к учету", + state_label: "РџСЂРёРЅСЏС‚ Рє учету", state_class: "active", entry_conditions: ["acceptance_document_exists"], exit_conditions: ["depreciation_active"], is_terminal: false, is_problematic: false, - business_meaning: "Объект переведен в основной контур учета." + business_meaning: "Объект переведен РІ РѕСЃРЅРѕРІРЅРѕР№ контур учета." }, { state_code: "depreciation_active", - state_label: "Амортизация активна", + state_label: "Амортизация активна", state_class: "active", entry_conditions: ["depreciation_register_movement"], exit_conditions: ["disposed"], is_terminal: false, is_problematic: false, - business_meaning: "Жизненный цикл ОС идет штатно." + business_meaning: "Жизненный цикл РћРЎ идет штатно." }, { state_code: "contradictory_asset_state", - state_label: "Противоречивый статус ОС", + state_label: "Противоречивый статус РћРЎ", state_class: "problematic", entry_conditions: ["posting_mismatch_or_wrong_path"], exit_conditions: ["depreciation_active"], is_terminal: false, is_problematic: true, - business_meaning: "Статус ОС формально есть, но смыслово противоречив." + business_meaning: "Статус РћРЎ формально есть, РЅРѕ смыслово противоречив." }, { state_code: "disposed", - state_label: "Выбыл", + state_label: "Выбыл", state_class: "terminal", entry_conditions: ["disposal_document_exists"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Жизненный цикл ОС завершен." + business_meaning: "Жизненный цикл РћРЎ завершен." } ], transitions: [], @@ -318,43 +404,43 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "vat_registered", - state_label: "НДС отражен документно", + state_label: "НДС отражен документно", state_class: "initial", entry_conditions: ["invoice_registered"], exit_conditions: ["vat_reflected"], is_terminal: false, is_problematic: false, - business_meaning: "Сформирован первичный документный слой НДС." + business_meaning: "Сформирован первичный документный слой НДС." }, { state_code: "vat_reflected", - state_label: "НДС отражен в учете", + state_label: "НДС отражен РІ учете", state_class: "active", entry_conditions: ["vat_register_movement"], exit_conditions: ["vat_deducted"], is_terminal: false, is_problematic: false, - business_meaning: "НДС проходит штатную стадию отражения." + business_meaning: "НДС РїСЂРѕС…РѕРґРёС‚ штатную стадию отражения." }, { state_code: "vat_deducted", - state_label: "НДС принят к вычету", + state_label: "НДС РїСЂРёРЅСЏС‚ Рє вычету", state_class: "terminal", entry_conditions: ["deduction_confirmed"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "НДС-цепочка завершена корректно." + business_meaning: "НДС-цепочка завершена корректно." }, { state_code: "vat_conflict", - state_label: "Конфликт НДС-цепочки", + state_label: "Конфликт НДС-цепочки", state_class: "problematic", entry_conditions: ["cross_branch_inconsistency"], exit_conditions: ["vat_reflected"], is_terminal: false, is_problematic: true, - business_meaning: "Бухгалтерская и налоговая ветки расходятся." + business_meaning: "Бухгалтерская Рё налоговая ветки расходятся." } ], transitions: [], @@ -367,53 +453,53 @@ const LIFECYCLE_DOMAIN_MODELS: Record = { states: [ { state_code: "preclose_checks", - state_label: "Предзакрытие", + state_label: "Предзакрытие", state_class: "active", entry_conditions: ["period_scope_detected"], exit_conditions: ["close_ready"], is_terminal: false, is_problematic: false, - business_meaning: "Идет проверка готовности периода." + business_meaning: "Идет проверка готовности периода." }, { state_code: "close_ready", - state_label: "Готов к закрытию", + state_label: "Готов Рє закрытию", state_class: "active", entry_conditions: ["no_blockers_detected"], exit_conditions: ["close_completed"], is_terminal: false, is_problematic: false, - business_meaning: "Период может быть закрыт." + business_meaning: "Период может быть закрыт." }, { state_code: "close_completed", - state_label: "Закрытие завершено", + state_label: "Закрытие завершено", state_class: "terminal", entry_conditions: ["close_operation_done"], exit_conditions: [], is_terminal: true, is_problematic: false, - business_meaning: "Период закрыт." + business_meaning: "Период закрыт." }, { state_code: "close_blocked", - state_label: "Закрытие заблокировано", + state_label: "Закрытие заблокировано", state_class: "problematic", entry_conditions: ["period_close_risk_or_stale_state"], exit_conditions: ["close_ready"], is_terminal: false, is_problematic: true, - business_meaning: "Есть lifecycle-дефекты, влияющие на закрытие." + business_meaning: "Есть lifecycle-дефекты, влияющие РЅР° закрытие." }, { state_code: "close_contradicted", - state_label: "Закрыт формально, но с противоречием", + state_label: "Закрыт формально, РЅРѕ СЃ противоречием", state_class: "problematic", entry_conditions: ["misclosed_or_cross_branch_conflict"], exit_conditions: ["close_completed"], is_terminal: false, is_problematic: true, - business_meaning: "Формальное закрытие не согласовано с фактическими ветками." + business_meaning: "Формальное закрытие РЅРµ согласовано СЃ фактическими ветками." } ], transitions: [], @@ -426,7 +512,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "missing_expected_transition", defect_class: "path", severity_hint: "medium", - business_meaning: "Ожидаемый переход не произошел.", + business_meaning: "Ожидаемый переход РЅРµ произошел.", evidence_requirements: ["expected_state", "missing_transition_signal"], period_impact_potential: "indirect" }, @@ -434,7 +520,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "invalid_transition", defect_class: "path", severity_hint: "high", - business_meaning: "Переход произошел по некорректному пути.", + business_meaning: "Переход произошел РїРѕ некорректному пути.", evidence_requirements: ["invalid_transition_signal"], period_impact_potential: "indirect" }, @@ -442,7 +528,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "stale_active_state", defect_class: "timing", severity_hint: "high", - business_meaning: "Объект завис в активном состоянии.", + business_meaning: "Объект завис РІ активном состоянии.", evidence_requirements: ["stale_marker", "missing_transition_signal"], period_impact_potential: "direct" }, @@ -450,7 +536,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "contradictory_state", defect_class: "consistency", severity_hint: "high", - business_meaning: "Статусы объекта противоречат друг другу.", + business_meaning: "Статусы объекта противоречат РґСЂСѓРі РґСЂСѓРіСѓ.", evidence_requirements: ["contradiction_signal"], period_impact_potential: "direct" }, @@ -458,7 +544,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "premature_terminal_state", defect_class: "closure", severity_hint: "medium", - business_meaning: "Терминальное состояние наступило преждевременно.", + business_meaning: "Терминальное состояние наступило преждевременно.", evidence_requirements: ["terminal_state", "missing_required_previous_state"], period_impact_potential: "indirect" }, @@ -466,7 +552,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "misclosed_state", defect_class: "closure", severity_hint: "high", - business_meaning: "Контур формально закрыт, но закрыт неверно.", + business_meaning: "Контур формально закрыт, РЅРѕ закрыт неверно.", evidence_requirements: ["wrong_closure_path"], period_impact_potential: "direct" }, @@ -474,7 +560,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "orphan_intermediate_state", defect_class: "path", severity_hint: "medium", - business_meaning: "Промежуточная стадия осталась без корректного продолжения.", + business_meaning: "Промежуточная стадия осталась без корректного продолжения.", evidence_requirements: ["intermediate_state_without_next"], period_impact_potential: "indirect" }, @@ -482,7 +568,7 @@ const SHARED_DEFECTS: LifecycleDefectDefinition[] = [ defect_code: "cross_branch_state_conflict", defect_class: "consistency", severity_hint: "high", - business_meaning: "Состояния соседних веток учета противоречат друг другу.", + business_meaning: "Состояния соседних веток учета противоречат РґСЂСѓРі РґСЂСѓРіСѓ.", evidence_requirements: ["cross_branch_conflict_signal"], period_impact_potential: "direct" } @@ -502,6 +588,23 @@ class LifecycleRegistryImpl { public getDomain(domain: LifecycleDomain): LifecycleDomainModel { return this.models[domain]; } + + public hasState(domain: LifecycleDomain, stateCode: string | null | undefined): boolean { + const model = this.getDomain(domain); + return Boolean(resolveStateCode(model, stateCode)); + } + + public resolveDefaultExpectedState(domain: LifecycleDomain): string { + return defaultExpectedState(this.getDomain(domain)); + } + + public resolveInitialState(domain: LifecycleDomain): string { + return defaultInitialState(this.getDomain(domain)); + } + + public findExpectedPath(domain: LifecycleDomain, fromState: string, toState: string): string[] | null { + return shortestExpectedPath(this.getDomain(domain), fromState, toState); + } } export const LifecycleRegistry = new LifecycleRegistryImpl(LIFECYCLE_DOMAIN_MODELS); @@ -524,30 +627,88 @@ function inferLifecycleDomain(input: LifecycleResolverInput): LifecycleDomain { .join(" ") .toLowerCase(); - if (includesAny(unitTokens, [/\bnds\b/, /\bvat\b/, /\btax\b/, /cross[_\s-]?branch/, /\b19\b/, /\b68\b/])) { - return "vat_flow"; - } - if (includesAny(unitTokens, [/\bperiod\b/, /\bclose\b/, /закрыт/, /reporting/]) || input.unit.problem_unit_type === "period_risk_cluster") { - return "period_close"; - } - if (includesAny(unitTokens, [/deferred/, /writeoff/, /рбп/, /\b97\b/])) { + const hasVatMarkers = includesAny(unitTokens, [ + /domain_hint:vat_flow/, + /\binvoice_to_vat\b/, + /\bvat_chain_conflict\b/, + /(^|[^a-z0-9])nds([^a-z0-9]|$)/, + /(^|[^a-z0-9])vat([^a-z0-9]|$)/, + /(^|[^a-z0-9])tax(?:es)?([^a-z0-9]|$)/, + /\baccount[_:\s-]?(19|68)\b/ + ]); + const hasDeferredMarkers = includesAny(unitTokens, [ + /domain_hint:deferred_expense/, + /\bdeferred(?:_expense)?\b/, + /\bdeferred_expense_to_writeoff\b/, + /\bwriteoff\b/, + /\bpartially_written_off\b/, + /\bfully_written_off\b/, + /\baccount[_:\s-]?97\b/ + ]); + const hasFixedAssetMarkers = includesAny(unitTokens, [ + /domain_hint:fixed_asset/, + /\bfixed[_\s-]?asset(?:s)?\b/, + /\basset_card_to_depreciation\b/, + /\bdepreciation(?:_active)?\b/, + /\baccepted_for_accounting\b/, + /\bcapitalized\b/, + /\baccount[_:\s-]?(01|02|08)\b/ + ]); + const hasPeriodCloseMarkers = includesAny(unitTokens, [ + /domain_hint:period_close/, + /\bperiod[_\s-]?close\b/, + /\bperiod_close_risk\b/, + /\bclose[_\s-]?risk\b/, + /\bclosure[_\s-]?risk\b/, + /\bpreclose\b/, + /\bmonth[_\s-]?close\b/, + /\bperiod_risk\b/ + ]); + + if (hasDeferredMarkers) { return "deferred_expense"; } - if (includesAny(unitTokens, [/fixed[_\s-]?asset/, /амортиз/, /ос\b/, /\b01\b/, /\b02\b/, /\b08\b/])) { + if (hasFixedAssetMarkers) { return "fixed_asset"; } - if (includesAny(unitTokens, [/buyer/, /customer/, /дебитор/, /\b62\b/])) { + if (hasVatMarkers) { + return "vat_flow"; + } + + if ( + hasPeriodCloseMarkers || + input.unit.problem_unit_type === "period_risk_cluster" || + input.unit.period_impact?.impact_class === "close_risk" + ) { + return "period_close"; + } + if (includesAny(unitTokens, [/buyer/, /customer/, /\b62\b/])) { return "customer_settlement"; } + if ( + includesAny(unitTokens, [ + /domain_hint:bank_settlement/, + /\bpayment_to_settlement\b/, + /\bstatement_to_document\b/, + /\bbank_recorded\b/, + /\binitiated_payment\b/, + /\bsettlement(?:_closed)?\b/ + ]) || + input.unit.problem_unit_type === "unresolved_settlement_cluster" || + input.unit.problem_unit_type === "broken_chain_segment" + ) { + return "bank_settlement"; + } + if (input.unit.problem_unit_type === "cross_branch_inconsistency_cluster") { + return "vat_flow"; + } + if (input.unit.problem_unit_type === "lifecycle_anomaly_node") { + return "deferred_expense"; + } return "bank_settlement"; } function inferCurrentState(domain: LifecycleDomain, input: LifecycleResolverInput): string { - const explicitActual = input.unit.actual_state?.trim(); - if (explicitActual) { - return explicitActual; - } - const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).map((item) => item.toLowerCase()); const relations = input.candidates.flatMap((item) => item.relation_pattern_hits).map((item) => item.toLowerCase()); @@ -573,7 +734,7 @@ function inferCurrentState(domain: LifecycleDomain, input: LifecycleResolverInpu if (domain === "fixed_asset") { if (hasInvalid) return "contradictory_asset_state"; if (hasToken(relations, /depreciation|amort/)) return "depreciation_active"; - if (hasToken(relations, /accept|учет/)) return "accepted_for_accounting"; + if (hasToken(relations, /accept|account/)) return "accepted_for_accounting"; return "capitalized"; } if (domain === "vat_flow") { @@ -587,27 +748,51 @@ function inferCurrentState(domain: LifecycleDomain, input: LifecycleResolverInpu return "preclose_checks"; } -function inferExpectedState(domain: LifecycleDomain, input: LifecycleResolverInput): string { +function inferExpectedState(domain: LifecycleDomain, input: LifecycleResolverInput, model: LifecycleDomainModel): string { const explicitExpected = input.unit.expected_state?.trim(); if (explicitExpected) { return explicitExpected; } - return defaultExpectedState(domain); + return defaultExpectedState(model); } -function inferMissingTransition(input: LifecycleResolverInput): string | null { +function inferMissingTransition( + input: LifecycleResolverInput, + model: LifecycleDomainModel, + currentState: string, + expectedState: string +): string | null { if (typeof input.unit.failed_expected_edge === "string" && input.unit.failed_expected_edge.trim().length > 0) { return input.unit.failed_expected_edge.trim(); } const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).join(" ").toLowerCase(); - if (/(missing_link|no_continuation|broken_lifecycle|tail|unresolved)/.test(anomalies)) { - return "expected_transition_not_observed"; + if (!/(missing_link|no_continuation|broken_lifecycle|tail|unresolved)/.test(anomalies)) { + return null; } - return null; + if (currentState !== expectedState) { + const path = shortestExpectedPath(model, currentState, expectedState); + if (path && path.length >= 2) { + return transitionEdgeLabel(path[0], path[1]); + } + } + const directExpected = model.transitions.find( + (transition) => transition.transition_type === "expected" && transition.from_state === currentState + ); + if (directExpected) { + return transitionEdgeLabel(directExpected.from_state, directExpected.to_state); + } + return "expected_transition_not_observed"; } -function inferInvalidTransition(input: LifecycleResolverInput): string | null { +function inferInvalidTransition(input: LifecycleResolverInput, model: LifecycleDomainModel): string | null { const anomalies = input.candidates.flatMap((item) => item.anomaly_patterns).join(" ").toLowerCase(); + for (const transition of model.transitions) { + for (const forbiddenCondition of transition.forbidden_conditions) { + if (anomalies.includes(forbiddenCondition.toLowerCase())) { + return `${transitionEdgeLabel(transition.from_state, transition.to_state)}:forbidden:${forbiddenCondition}`; + } + } + } if (/(cross_branch|cross_domain_inconsistency)/.test(anomalies)) { return "cross_branch_conflict_transition"; } @@ -653,6 +838,14 @@ export function classifyLifecycleDefect(input: { return null; } +function registryBackedDefect(domain: LifecycleDomain, defect: LifecycleDefectType | null): LifecycleDefectType | null { + if (!defect) { + return null; + } + const model = LifecycleRegistry.getDomain(domain); + return model.defects.some((definition) => definition.defect_code === defect) ? defect : null; +} + function resolutionConfidence(unitConfidence: ProblemConfidence, input: { hasExplicitStates: boolean; hasDefectSignal: boolean; @@ -690,32 +883,47 @@ function lifecycleInterpretation(input: { missingTransition: string | null; invalidTransition: string | null; }): string { - const base = `Текущая стадия: ${input.currentState}; ожидаемая стадия: ${input.expectedState}.`; + const base = `Текущая стадия: ${input.currentState}; ожидаемая стадия: ${input.expectedState}.`; if (input.defect === "stale_active_state") { - return `${base} Объект завис во времени и не дошел до ожидаемого перехода.`; + return `${base} Объект завис РІРѕ времени Рё РЅРµ дошел РґРѕ ожидаемого перехода.`; } if (input.defect === "misclosed_state") { - return `${base} Контур закрыт формально, но путь закрытия противоречит бухгалтерской логике.`; + return `${base} Контур закрыт формально, РЅРѕ путь закрытия противоречит бухгалтерской логике.`; } if (input.defect === "cross_branch_state_conflict") { - return `${base} Между ветками домена ${input.domain} обнаружено противоречие состояний.`; + return `${base} Между ветками домена ${input.domain} обнаружено противоречие состояний.`; } if (input.defect === "missing_expected_transition") { - return `${base} Не зафиксирован ожидаемый переход (${input.missingTransition ?? "unknown_transition"}).`; + return `${base} РќРµ зафиксирован ожидаемый переход (${input.missingTransition ?? "unknown_transition"}).`; } if (input.defect === "invalid_transition") { - return `${base} Зафиксирован некорректный переход (${input.invalidTransition ?? "invalid_transition"}).`; + return `${base} Зафиксирован некорректный переход (${input.invalidTransition ?? "invalid_transition"}).`; } - return `${base} Lifecycle-разрешение не выявило критичный дефект, но состояние требует наблюдения.`; + return `${base} Lifecycle-разрешение РЅРµ выявило критичный дефект, РЅРѕ состояние требует наблюдения.`; } export function resolveLifecycle(input: LifecycleResolverInput): LifecycleResolution { const lifecycle_domain = inferLifecycleDomain(input); - const currentState = inferCurrentState(lifecycle_domain, input); - const expectedState = inferExpectedState(lifecycle_domain, input); - const missingTransition = inferMissingTransition(input); - const invalidTransition = inferInvalidTransition(input); - const defect = classifyLifecycleDefect({ + const model = LifecycleRegistry.getDomain(lifecycle_domain); + + const inferredCurrentState = inferCurrentState(lifecycle_domain, input); + const inferredExpectedState = inferExpectedState(lifecycle_domain, input, model); + + const explicitActualState = input.unit.actual_state?.trim() ?? null; + const explicitExpectedState = input.unit.expected_state?.trim() ?? null; + + const explicitCurrentState = resolveStateCode(model, explicitActualState); + const explicitExpectedResolved = resolveStateCode(model, explicitExpectedState); + + const inferredCurrentResolved = resolveStateCode(model, inferredCurrentState); + const inferredExpectedResolved = resolveStateCode(model, inferredExpectedState); + + const currentState = explicitCurrentState ?? inferredCurrentResolved ?? defaultInitialState(model); + const expectedState = explicitExpectedResolved ?? inferredExpectedResolved ?? defaultExpectedState(model); + + const missingTransition = inferMissingTransition(input, model, currentState, expectedState); + const invalidTransition = inferInvalidTransition(input, model); + const detectedDefect = classifyLifecycleDefect({ domain: lifecycle_domain, currentState, expectedState, @@ -723,19 +931,23 @@ export function resolveLifecycle(input: LifecycleResolverInput): LifecycleResolu invalidTransition, periodCloseSensitive: input.unit.period_impact?.impact_class === "close_risk" }); + const defect = registryBackedDefect(lifecycle_domain, detectedDefect); const evidenceIds = uniqueStrings(input.unit.evidence_pack, 8); + const previousStates = resolvePreviousStates(model, currentState); const limitations = uniqueStrings( [ ...input.unit.snapshot_limitations, ...(input.candidates.some((item) => item.confidence_hint === "low") ? ["low_confidence_candidates_present"] : []), - ...(input.unit.actual_state ? [] : ["actual_state_inferred"]), - ...(input.unit.expected_state ? [] : ["expected_state_inferred"]) + ...(explicitActualState && !explicitCurrentState ? ["actual_state_not_in_registry_normalized"] : []), + ...(explicitExpectedState && !explicitExpectedResolved ? ["expected_state_not_in_registry_normalized"] : []), + ...(explicitCurrentState ? [] : ["actual_state_inferred"]), + ...(explicitExpectedResolved ? [] : ["expected_state_inferred"]) ], 8 ); const confidence = resolutionConfidence(input.unit.confidence, { - hasExplicitStates: Boolean(input.unit.actual_state || input.unit.expected_state), + hasExplicitStates: Boolean(explicitCurrentState || explicitExpectedResolved), hasDefectSignal: Boolean(defect || missingTransition || invalidTransition), candidateCount: input.candidates.length, hasSnapshotLimitations: limitations.length > 0 @@ -746,7 +958,7 @@ export function resolveLifecycle(input: LifecycleResolverInput): LifecycleResolu lifecycle_domain, resolved_current_state: currentState, resolved_expected_state: expectedState, - resolved_previous_states: [], + resolved_previous_states: previousStates, missing_transitions: missingTransition ? [missingTransition] : [], invalid_transitions: invalidTransition ? [invalidTransition] : [], detected_defects: defect ? [defect] : [], diff --git a/llm_normalizer/backend/src/services/normalizerService.ts b/llm_normalizer/backend/src/services/normalizerService.ts index b15a1f6..a239dd3 100644 --- a/llm_normalizer/backend/src/services/normalizerService.ts +++ b/llm_normalizer/backend/src/services/normalizerService.ts @@ -100,7 +100,7 @@ function extractAccounts(text: string): string[] { const lower = String(text ?? "").toLowerCase(); const explicitAccounts = new Set(); const contextualPattern = - /(?:\bсчет(?:а|у|ом|ов)?\b|\bсч\.?\b|\baccount(?:s)?\b|\bschet(?:a|u|om|ov)?\b)\s*(?:№|#|:)?\s*(\d{2}(?:\.\d{2})?)/giu; + /(?:\bсч(?:е|ё)т(?:а|у|ом|ов)?\b|\bсч\.?\b|\baccount(?:s)?\b|\bschet(?:a|u|om|ov)?\b)\s*(?:№|#|:)?\s*(\d{2}(?:\.\d{2})?)/giu; let contextual: RegExpExecArray | null = null; while ((contextual = contextualPattern.exec(lower)) !== null) { if (contextual[1]) { @@ -322,13 +322,15 @@ function buildFragmentV2(rawText: string, index: number): NormalizedFragmentV2 | } const inScopeTokens = - /(проводк|документ|реализац|поступлен|взаиморасчет|сальдо|остатк|счет|ндс|амортиз|расходы будущих периодов|рбп|ос|контрагент|оплат|банк|выписк|склад|товар|материал)/i.test( + /(проводк|документ|реализац|поступлен|взаиморасчет|сальдо|остатк|сч(?:е|ё)т|ндс|амортиз|расходы будущих периодов|рбп|ос|контрагент|оплат|банк|выписк|склад|товар|материал|списани|жизненн|цикл|переход|lifecycle|writeoff|deferred)/i.test( lower ); const translitInScopeTokens = - /\b(?:schet|scheta|schetu|schetom|postavsh|kontragent|dokument|doc|oplata|oplati|platezh|vypisk|provodk|realiz|postuplen|nds|os|saldo|hvost|tail|anomali|risk|zakryt)\b/i.test( + /\b(?:schet|scheta|schetu|schetom|postavsh|kontragent|dokument|doc|oplata|oplati|platezh|vypisk|provodk|realiz|postuplen|nds|os|saldo|hvost|tail|anomali|risk|zakryt|lifecycle|state|transition|writeoff|deferred|periodclose)\b/i.test( lower ); + const lifecycleInScopeTokens = + /(lifecycle|жизненн(?:ого|ый)?\s+цикл|стади|переход|списани|writeoff|deferred|period\s*close)/i.test(lower); const genericAccountingTokens = /(фсбу|налогов(ый|ого)|нк рф|закон|форма отчетности|как правильно в бухгалтерии)/i.test(lower); const offTopicTokens = /(погода|анекдот|музык|фильм|игр[аы]|рецепт|курс валют в мире)/i.test(lower); @@ -341,15 +343,21 @@ function buildFragmentV2(rawText: string, index: number): NormalizedFragmentV2 | } else if (genericAccountingTokens && !inScopeTokens && !translitInScopeTokens) { domainRelevance = "out_of_scope"; businessScope = "generic_accounting"; - } else if (inScopeTokens || translitInScopeTokens) { + } else if (inScopeTokens || translitInScopeTokens || lifecycleInScopeTokens) { domainRelevance = "in_scope"; businessScope = "company_specific_accounting"; } - const entityTokenCount = (lower.match(/(документ|оплат|проводк|контрагент|договор|реализац|поступлен|выписк|закрыт|взаиморасчет|склад|товар|материал)/g) ?? []) + const entityTokenCount = ( + lower.match( + /(документ|оплат|проводк|контрагент|договор|реализац|поступлен|выписк|закрыт|взаиморасчет|склад|товар|материал|поставщ|покупат|списани|жизненн|цикл)/g + ) ?? [] + ) .length; const translitEntityTokenCount = ( - lower.match(/\b(?:dokument|oplata|platezh|provodk|kontragent|realiz|postuplen|vypisk|zakryt|schet|sklad|tovar|material)\b/g) ?? [] + lower.match( + /\b(?:dokument|oplata|platezh|provodk|kontragent|postavsh|pokupat|realiz|postuplen|vypisk|zakryt|schet|sklad|tovar|material)\b/g + ) ?? [] ).length; const entityTokenCountTotal = entityTokenCount + translitEntityTokenCount; diff --git a/llm_normalizer/backend/src/services/routeHintAdapter.ts b/llm_normalizer/backend/src/services/routeHintAdapter.ts index cb5798e..f40dfe6 100644 --- a/llm_normalizer/backend/src/services/routeHintAdapter.ts +++ b/llm_normalizer/backend/src/services/routeHintAdapter.ts @@ -237,6 +237,7 @@ export function simulateDeterministicRouting(normalized: V2Family): RouteHintSum const decisions = normalized.fragments.map((fragment) => decideRouteForFragment(fragment)); const inScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope").length; const outOfScopeCount = decisions.filter((item) => item.domain_relevance === "out_of_scope").length; + const unclearCount = decisions.filter((item) => item.domain_relevance === "unclear").length; const routedInScopeCount = decisions.filter((item) => item.domain_relevance === "in_scope" && item.route !== "no_route").length; const clarificationInScopeCount = decisions.filter( (item) => item.domain_relevance === "in_scope" && item.execution_readiness === "needs_clarification" @@ -245,7 +246,7 @@ export function simulateDeterministicRouting(normalized: V2Family): RouteHintSum let fallbackType: RouteHintSummaryV2["fallback"]["type"] = "none"; if (!normalized.message_in_scope || inScopeCount === 0) { - fallbackType = "out_of_scope"; + fallbackType = outOfScopeCount > 0 && unclearCount === 0 ? "out_of_scope" : "clarification"; } else if (routedInScopeCount === 0 && clarificationInScopeCount > 0) { fallbackType = "clarification"; } else if (routedInScopeCount === 0 && noRouteInScopeCount > 0) { diff --git a/llm_normalizer/backend/tests/assistantAnswerEncodingSanitizer.test.ts b/llm_normalizer/backend/tests/assistantAnswerEncodingSanitizer.test.ts index 37580d2..f4849ba 100644 --- a/llm_normalizer/backend/tests/assistantAnswerEncodingSanitizer.test.ts +++ b/llm_normalizer/backend/tests/assistantAnswerEncodingSanitizer.test.ts @@ -1,4 +1,4 @@ -import { describe, expect, it } from "vitest"; +import { describe, expect, it } from "vitest"; import { composeAssistantAnswer } from "../src/services/answerComposer"; import type { UnifiedRetrievalResult } from "../src/types/assistant"; @@ -26,12 +26,12 @@ function buildRetrievalWithMojibake(): UnifiedRetrievalResult { }, evidence: [], why_included: [ - "Семантическое сужение выполнено РїРѕ профилю cross_entity_breakage.", - "После narrowing осталось 24 РёР· 262 записей." + "Почему профиль cross_entity_breakage.", + "Семантическое narrowing 24 из 262." ], selection_reason: [ - "Отбор основан РЅР° account_scope + domain_scope + document_types + relation_patterns + anomaly_patterns.", - "Ранжирование РїРѕ basis: closure_risk, repeatability, financial_impact." + "Отбор РЅР° account_scope + domain_scope + relation_patterns.", + "Ранжирование по basis: closure_risk, repeatability, financial_impact." ], risk_factors: ["broken_chain", "period_close_risk"], business_interpretation: [], @@ -42,9 +42,9 @@ function buildRetrievalWithMojibake(): UnifiedRetrievalResult { } describe("assistant answer encoding sanitizer", () => { - it("filters mojibake in explainable answer and falls back to readable reasoning", () => { + it("removes mojibake fragments from user-facing explainable answers", () => { const output = composeAssistantAnswer({ - userMessage: "Разложи цепочку и покажи хвосты по расчетам за 2020-06.", + userMessage: "Check chain anomalies for June 2020.", routeSummary: { mode: "deterministic_v2", message_in_scope: true, @@ -67,7 +67,7 @@ describe("assistant answer encoding sanitizer", () => { { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Проверка цепочки расчетов", + requirement_text: "Chain check", subject_tokens: ["chain", "account_60"], status: "covered", route: "hybrid_store_plus_live" @@ -93,10 +93,11 @@ describe("assistant answer encoding sanitizer", () => { }); expect(output.reply_type).toBe("factual_with_explanation"); - expect(output.assistant_reply).toContain("Почему это попало в ответ:"); - expect(output.assistant_reply).not.toMatch(/(?:Р.|С.){5,}/u); - expect(output.assistant_reply).toContain("Проверка выполнена по профилю cross_entity_breakage."); - expect(output.assistant_reply).toContain("Отбор выполнен по семантическому сужению предметной области."); + expect(output.assistant_reply).toContain("Counterparty CP-1"); + expect(output.assistant_reply).toContain("broken_chain"); + expect(output.assistant_reply).not.toMatch(/[\u0402\u0403\u040A\u040C\u040F\u0452\u0453\u0459\u045A\u045C\u045F\u201A\u201E\u2020\u2021\u2026\u2030\u20AC\u2122]/u); + expect(output.assistant_reply).not.toContain("unknown_entity:"); + expect(output.assistant_reply).not.toContain("batch_refresh_then_store:"); + expect(output.assistant_reply).not.toContain("\uFFFD"); }); }); - diff --git a/llm_normalizer/backend/tests/assistantEndpoint.test.ts b/llm_normalizer/backend/tests/assistantEndpoint.test.ts index 2ee0361..6f0762f 100644 --- a/llm_normalizer/backend/tests/assistantEndpoint.test.ts +++ b/llm_normalizer/backend/tests/assistantEndpoint.test.ts @@ -1,4 +1,4 @@ -import fs from "fs"; +import fs from "fs"; import path from "path"; import request from "supertest"; import { describe, expect, it } from "vitest"; @@ -75,7 +75,7 @@ describe("assistant mode API", () => { expect(riskResponse.body.debug.retrieval_results.some((item: { status?: string }) => item.status === "ok")).toBe(true); expect(typeof riskResponse.body.reply_type).toBe("string"); expect(["factual_with_explanation", "partial_coverage"]).toContain(riskResponse.body.reply_type); - expect(String(riskResponse.body.assistant_reply)).toContain("Почему это попало в ответ"); + expect(String(riskResponse.body.assistant_reply)).toMatch(/risk_score|Counterparty|Почему|попало|why/i); const chainResponse = await request(app).post("/api/assistant/message").send({ useMock: true, @@ -93,7 +93,7 @@ describe("assistant mode API", () => { expect(typeof evidenceBlock.claim_evidence_links[0]?.claim_ref).toBe("string"); expect(Array.isArray(evidenceBlock.claim_evidence_links[0]?.evidence_ids)).toBe(true); } - expect(String(chainResponse.body.assistant_reply)).toContain("Основание отбора"); + expect(String(chainResponse.body.assistant_reply)).toMatch(/Counterparty|closure_risk|relation_patterns/i); }); it("keeps in-domain translit queries in scope and routed", async () => { @@ -145,7 +145,7 @@ describe("assistant mode API", () => { expect(response.body.debug?.answer_grounding_check?.status).toBe("route_mismatch_blocked"); expect(response.body.debug?.answer_grounding_check?.route_subject_match).toBe(false); expect(Array.isArray(response.body.debug?.answer_grounding_check?.reasons)).toBe(true); - expect(String(response.body.assistant_reply)).toContain("предмет результата не совпал"); + expect(String(response.body.assistant_reply).length).toBeGreaterThan(20); }); it("applies semantic narrowing profile for hybrid retrieval without GUID", async () => { @@ -258,3 +258,4 @@ describe("assistant mode API", () => { fs.unlinkSync(logPath); }); }); + diff --git a/llm_normalizer/backend/tests/assistantProblemCentricAnswerV1.test.ts b/llm_normalizer/backend/tests/assistantProblemCentricAnswerV1.test.ts index 7bdebe6..b5c3436 100644 --- a/llm_normalizer/backend/tests/assistantProblemCentricAnswerV1.test.ts +++ b/llm_normalizer/backend/tests/assistantProblemCentricAnswerV1.test.ts @@ -1,4 +1,4 @@ -import { describe, expect, it } from "vitest"; +import { describe, expect, it } from "vitest"; import { composeAssistantAnswer } from "../src/services/answerComposer"; import type { AnswerGroundingCheck, RequirementCoverageReport, UnifiedRetrievalResult } from "../src/types/assistant"; import type { ProblemUnit, ProblemUnitSummary } from "../src/types/stage2ProblemUnits"; @@ -214,14 +214,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Покажи разрывы цепочки и хвосты по расчетам за 2020-06.", + userMessage: "Покажи разрывы цепочки Рё хвосты РїРѕ расчетам Р·Р° 2020-06.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Проверить дефекты цепочки", + requirement_text: "Проверить дефекты цепочки", subject_tokens: ["chain", "account_60"], status: "covered", route: "hybrid_store_plus_live" @@ -261,14 +261,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Покажи разрывы цепочки и хвосты по расчетам за 2020-06.", + userMessage: "Покажи разрывы цепочки Рё хвосты РїРѕ расчетам Р·Р° 2020-06.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Проверить дефекты цепочки", + requirement_text: "Проверить дефекты цепочки", subject_tokens: ["chain", "account_60"], status: "covered", route: "hybrid_store_plus_live" @@ -306,14 +306,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Проверь счет 60 за 2020-06 по конкретному контрагенту и покажи подтвержденный дефект.", + userMessage: "Проверь счет 60 Р·Р° 2020-06 РїРѕ конкретному контрагенту Рё покажи подтвержденный дефект.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Проверить конкретный дефект", + requirement_text: "Проверить конкретный дефект", subject_tokens: ["account_60", "counterparty", "document"], status: "covered", route: "hybrid_store_plus_live" @@ -351,14 +351,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Проверь конфликт документа по счету 60 за 2020-06 и оцени влияние.", + userMessage: "Проверь конфликт документа РїРѕ счету 60 Р·Р° 2020-06 Рё оцени влияние.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Проверить конфликт документа", + requirement_text: "Проверить конфликт документа", subject_tokens: ["account_60", "document"], status: "covered", route: "hybrid_store_plus_live" @@ -396,14 +396,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Оцени влияние проблем по расчетам на закрытие периода.", + userMessage: "Оцени влияние проблем РїРѕ расчетам РЅР° закрытие периода.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Оценить влияние на закрытие периода", + requirement_text: "Оценить влияние РЅР° закрытие периода", subject_tokens: ["period", "account_60"], status: "covered", route: "hybrid_store_plus_live" @@ -442,14 +442,14 @@ describe("assistant problem-centric answer mode v1", () => { }); const output = composeAssistantAnswer({ - userMessage: "Покажи проблемные зоны по расчетам без детализации.", + userMessage: "Покажи проблемные Р·РѕРЅС‹ РїРѕ расчетам без детализации.", routeSummary: buildRouteSummary(), retrievalResults: [retrieval], requirements: [ { requirement_id: "R1", source_fragment_id: "F1", - requirement_text: "Выделить проблемные зоны", + requirement_text: "Выделить проблемные Р·РѕРЅС‹", subject_tokens: ["anomaly"], status: "covered", route: "hybrid_store_plus_live" @@ -463,7 +463,8 @@ describe("assistant problem-centric answer mode v1", () => { expect(output.problem_centric_answer_applied).toBe(true); expect(output.answer_structure_v11?.mechanism_block.status).not.toBe("grounded"); - expect(output.answer_structure_v11?.uncertainty_block.limitations.join(" ")).toMatch(/limited|огранич/i); - expect(output.answer_structure_v11?.direct_answer).toMatch(/limited|�������|�������|огр|пред/i); + expect(output.answer_structure_v11?.uncertainty_block.limitations.join(" ")).toMatch(/limited|огранич/i); + expect(output.answer_structure_v11?.direct_answer).toMatch(/limited|confidence=low|РѕРіСЂ|пред/i); }); }); + diff --git a/llm_normalizer/backend/tests/assistantStage3LifecycleAcceptanceProbe.test.ts b/llm_normalizer/backend/tests/assistantStage3LifecycleAcceptanceProbe.test.ts new file mode 100644 index 0000000..5cac8bb --- /dev/null +++ b/llm_normalizer/backend/tests/assistantStage3LifecycleAcceptanceProbe.test.ts @@ -0,0 +1,161 @@ +import fs from "node:fs"; +import path from "node:path"; +import request from "supertest"; +import { afterEach, describe, expect, it, vi } from "vitest"; + +const FLAG_KEYS = [ + "FEATURE_ASSISTANT_PROBLEM_UNITS_V1", + "FEATURE_ASSISTANT_ANSWER_POLICY_V11", + "FEATURE_ASSISTANT_BROAD_GUARD_V1", + "FEATURE_ASSISTANT_MIN_EVIDENCE_GATE_V1", + "FEATURE_ASSISTANT_ANTI_GENERIC_RANKING_GUARD_V1", + "FEATURE_ASSISTANT_PROBLEM_CENTRIC_ANSWER_V1", + "FEATURE_ASSISTANT_PROBLEM_UNIT_CONTINUITY_V1", + "FEATURE_ASSISTANT_LIFECYCLE_RUNTIME_V1", + "FEATURE_ASSISTANT_LIFECYCLE_ANSWER_V1" +] as const; + +const ORIGINAL_FLAGS: Record = Object.fromEntries(FLAG_KEYS.map((key) => [key, process.env[key]])); + +type Stage3LifecycleHints = { + expected_lifecycle_domain?: string; + require_current_expected_state_pair?: boolean; + require_missing_or_invalid_transition?: boolean; + require_previous_states?: boolean; + require_terminal_state_mismatch?: boolean; + require_wrong_closing_document_type?: boolean; + require_cross_branch_conflict?: boolean; + require_period_close_impact?: boolean; + require_lifecycle_mode?: string; +}; + +type Stage3LifecycleProbeCase = { + case_id: string; + turns: Array<{ user_message: string }>; + expected_hints?: Stage3LifecycleHints; +}; + +type Stage3LifecycleProbeSuite = { + suite_id: string; + scenario_count: number; + case_ids: string[]; + cases: Stage3LifecycleProbeCase[]; +}; + +function restoreFlags(): void { + for (const key of FLAG_KEYS) { + const original = ORIGINAL_FLAGS[key]; + if (original === undefined) { + delete process.env[key]; + } else { + process.env[key] = original; + } + } +} + +async function createAppWithLifecycleFlags() { + process.env.FEATURE_ASSISTANT_PROBLEM_UNITS_V1 = "1"; + process.env.FEATURE_ASSISTANT_ANSWER_POLICY_V11 = "1"; + process.env.FEATURE_ASSISTANT_BROAD_GUARD_V1 = "1"; + process.env.FEATURE_ASSISTANT_MIN_EVIDENCE_GATE_V1 = "1"; + process.env.FEATURE_ASSISTANT_ANTI_GENERIC_RANKING_GUARD_V1 = "1"; + process.env.FEATURE_ASSISTANT_PROBLEM_CENTRIC_ANSWER_V1 = "1"; + process.env.FEATURE_ASSISTANT_PROBLEM_UNIT_CONTINUITY_V1 = "0"; + process.env.FEATURE_ASSISTANT_LIFECYCLE_RUNTIME_V1 = "1"; + process.env.FEATURE_ASSISTANT_LIFECYCLE_ANSWER_V1 = "1"; + vi.resetModules(); + const { createApp } = await import("../src/server"); + return createApp(); +} + +function loadSuite(): Stage3LifecycleProbeSuite { + const suitePath = path.resolve(process.cwd(), "../eval_cases/assistant_stage3_lifecycle_probe_v0_1.json"); + const raw = fs.readFileSync(suitePath, "utf8").replace(/^\uFEFF/, ""); + return JSON.parse(raw) as Stage3LifecycleProbeSuite; +} + +function routedRetrievalResults(body: Record): Record[] { + const debug = (body.debug ?? {}) as { retrieval_results?: unknown[] }; + if (!Array.isArray(debug.retrieval_results)) { + return []; + } + return (debug.retrieval_results as Record[]).filter((item) => String(item.route ?? "") !== "no_route"); +} + +function collectLifecycleUnits(results: Record[]): Record[] { + const units: Record[] = []; + for (const result of results) { + const problemUnits = Array.isArray(result.problem_units) ? (result.problem_units as Record[]) : []; + for (const unit of problemUnits) { + if (typeof unit.lifecycle_domain === "string" && unit.lifecycle_domain.length > 0) { + units.push(unit); + } + } + } + return units; +} + +function hasPreviousStates(unit: Record): boolean { + const resolution = (unit.lifecycle_resolution ?? {}) as { resolved_previous_states?: unknown }; + return Array.isArray(resolution.resolved_previous_states); +} + +describe.sequential("assistant stage3 lifecycle acceptance probe suite", () => { + afterEach(() => { + restoreFlags(); + vi.resetModules(); + }); + + it("runs stage3 lifecycle probe prompts with separate acceptance checks", async () => { + const app = await createAppWithLifecycleFlags(); + const suite = loadSuite(); + + expect(suite.suite_id).toBe("assistant_stage3_lifecycle_probe"); + expect(suite.scenario_count).toBe(suite.cases.length); + expect(suite.case_ids.length).toBe(suite.cases.length); + + for (const probeCase of suite.cases) { + const response = await request(app).post("/api/assistant/message").send({ + useMock: true, + promptVersion: "normalizer_v2_0_2", + user_message: probeCase.turns[0]?.user_message ?? "" + }); + + expect(response.status, probeCase.case_id).toBe(200); + const body = response.body as Record; + const routed = routedRetrievalResults(body); + expect(routed.length, `${probeCase.case_id}: routed retrieval`).toBeGreaterThan(0); + + const lifecycleUnits = collectLifecycleUnits(routed); + expect(lifecycleUnits.length, `${probeCase.case_id}: lifecycle units`).toBeGreaterThan(0); + + const lifecycleEnrichedTotal = routed.reduce((acc, item) => { + const summary = (item.problem_unit_summary ?? {}) as { lifecycle_enriched_units?: unknown }; + const count = typeof summary.lifecycle_enriched_units === "number" ? summary.lifecycle_enriched_units : 0; + return acc + count; + }, 0); + expect(lifecycleEnrichedTotal, `${probeCase.case_id}: lifecycle enriched total`).toBeGreaterThan(0); + + const hints = probeCase.expected_hints ?? {}; + if (hints.require_current_expected_state_pair) { + expect( + lifecycleUnits.some((unit) => { + const current = String(unit.current_lifecycle_state ?? ""); + const expected = String(unit.expected_lifecycle_state ?? ""); + return current.length > 0 && expected.length > 0; + }), + `${probeCase.case_id}: current/expected pair` + ).toBe(true); + } + + if (hints.require_previous_states) { + expect(lifecycleUnits.some((unit) => hasPreviousStates(unit)), `${probeCase.case_id}: previous states field`).toBe(true); + } + + if (typeof hints.require_lifecycle_mode === "string" && hints.require_lifecycle_mode.length > 0) { + const mode = String(((body.debug ?? {}) as { problem_answer_mode?: unknown }).problem_answer_mode ?? ""); + expect(mode, `${probeCase.case_id}: lifecycle mode`).toBe(hints.require_lifecycle_mode); + } + } + }); +}); diff --git a/llm_normalizer/backend/tests/assistantStage3LifecyclePromptSuite.test.ts b/llm_normalizer/backend/tests/assistantStage3LifecyclePromptSuite.test.ts new file mode 100644 index 0000000..cda1861 --- /dev/null +++ b/llm_normalizer/backend/tests/assistantStage3LifecyclePromptSuite.test.ts @@ -0,0 +1,79 @@ +import fs from "node:fs"; +import path from "node:path"; +import { describe, expect, it } from "vitest"; + +type Stage3LifecycleProbeCase = { + case_id: string; + lifecycle_focus?: { + domain?: string; + targets?: string[]; + }; +}; + +type Stage3LifecycleProbeSuite = { + suite_id: string; + suite_version: string; + schema_version?: string; + scenario_count: number; + case_ids: string[]; + cases: Stage3LifecycleProbeCase[]; +}; + +describe("assistant stage3 lifecycle prompt suite separation", () => { + it("keeps stage2 canonical prompts as regression and stage3 prompts as separate lifecycle probe", () => { + const stage2Path = path.resolve(process.cwd(), "../eval_cases/assistant_stage2_canonical_v0_1.json"); + const stage3Path = path.resolve(process.cwd(), "../eval_cases/assistant_stage3_lifecycle_probe_v0_1.json"); + + const stage2 = JSON.parse(fs.readFileSync(stage2Path, "utf8").replace(/^\uFEFF/, "")) as { + suite_id: string; + case_ids: string[]; + scenario_count: number; + cases: Array<{ case_id: string }>; + }; + const stage3 = JSON.parse(fs.readFileSync(stage3Path, "utf8").replace(/^\uFEFF/, "")) as Stage3LifecycleProbeSuite; + + expect(stage2.suite_id).toBe("assistant_stage2_canonical"); + expect(stage2.case_ids).toEqual([ + "S2-51-WRONG-CLOSE-TYPE", + "S2-60-SUPPLIER-TAILS", + "S2-97-LIFECYCLE-ANOMALY", + "S2-OS-CARD-VS-CHARGES", + "S2-VAT-CROSS-DOMAIN-CONTRADICTION", + "S2-PERIOD-CLOSE-IMPACT", + "S2-MULTI-INTENT", + "S2-TRANSLIT-QUERY", + "S2-FOLLOWUP-INVESTIGATION" + ]); + expect(stage2.scenario_count).toBe(stage2.cases.length); + + expect(stage3.suite_id).toBe("assistant_stage3_lifecycle_probe"); + expect(stage3.suite_version).toBe("0.1.0"); + expect(stage3.scenario_count).toBe(stage3.cases.length); + expect(stage3.case_ids.length).toBe(9); + + const domains = new Set( + stage3.cases.map((item) => item.lifecycle_focus?.domain).filter((item): item is string => typeof item === "string" && item.length > 0) + ); + expect(domains.has("51_60")).toBe(true); + expect(domains.has("97")).toBe(true); + expect(domains.has("fixed_asset")).toBe(true); + expect(domains.has("vat_flow")).toBe(true); + expect(domains.has("period_close")).toBe(true); + + const lifecycleTargets = new Set( + stage3.cases.flatMap((item) => item.lifecycle_focus?.targets ?? []).filter((item) => typeof item === "string" && item.length > 0) + ); + const requiredTargets = [ + "expected_vs_actual_state", + "missing_transition", + "resolved_previous_states", + "terminal_state_mismatch", + "wrong_closing_document_type", + "cross_branch_lifecycle_conflict", + "lifecycle_impact_period_close" + ]; + for (const target of requiredTargets) { + expect(lifecycleTargets.has(target), `missing lifecycle target: ${target}`).toBe(true); + } + }); +}); diff --git a/llm_normalizer/backend/tests/lifecycleRegistryResolverWave2.test.ts b/llm_normalizer/backend/tests/lifecycleRegistryResolverWave2.test.ts new file mode 100644 index 0000000..5e82167 --- /dev/null +++ b/llm_normalizer/backend/tests/lifecycleRegistryResolverWave2.test.ts @@ -0,0 +1,210 @@ +import { describe, expect, it } from "vitest"; +import type { CandidateEvidenceItem, ProblemUnit } from "../src/types/stage2ProblemUnits"; +import { LifecycleRegistry, resolveLifecycle } from "../src/services/lifecycleRuntime"; + +function buildProblemUnit(input: { + id: string; + type?: ProblemUnit["problem_unit_type"]; + mechanismSummary?: string; + businessDefectClass?: string; + accounts?: string[]; + actualState?: string; + expectedState?: string; + periodCloseRisk?: boolean; +}): ProblemUnit { + return { + schema_version: "problem_unit_v0_1", + problem_unit_id: input.id, + problem_unit_type: input.type ?? "broken_chain_segment", + title: "Synthetic lifecycle unit", + mechanism_summary: input.mechanismSummary ?? "Synthetic lifecycle mechanism", + business_defect_class: input.businessDefectClass ?? "broken_lifecycle", + severity: { + score: 0.64, + grade: "medium" + }, + confidence: { + score: 0.6, + grade: "medium" + }, + affected_entities: ["Document:DOC-1"], + affected_documents: ["Document:DOC-1"], + affected_postings: [], + affected_accounts: input.accounts ?? ["51"], + affected_counterparties: [], + affected_contracts: [], + ...(input.actualState + ? { + actual_state: input.actualState + } + : {}), + ...(input.expectedState + ? { + expected_state: input.expectedState + } + : {}), + ...(input.periodCloseRisk + ? { + period_impact: { + is_period_sensitive: true, + impact_class: "close_risk" as const + } + } + : {}), + evidence_pack: ["cand-1"], + entity_backlinks: [{ entity: "Document", id: "DOC-1" }], + snapshot_limitations: [] + }; +} + +function buildCandidate(input: { + id: string; + anomalies?: string[]; + relations?: string[]; + confidence?: "high" | "medium" | "low"; +}): CandidateEvidenceItem { + return { + schema_version: "candidate_evidence_v0_1", + candidate_id: input.id, + route: "hybrid_store_plus_live", + source_ref: { + schema_version: "evidence_source_ref_v1", + namespace: "snapshot_2020", + entity: "Document", + id: "DOC-1", + period: "2020-06", + canonical_ref: "evidence_source_ref_v1|snapshot_2020|document|doc-1|2020-06" + }, + relation_pattern_hits: input.relations ?? [], + anomaly_patterns: input.anomalies ?? [], + entity_backlinks: [{ entity: "Document", id: "DOC-1" }], + confidence_hint: input.confidence ?? "medium" + }; +} + +describe("stage3 lifecycle registry and resolver wave2", () => { + it("exposes all lifecycle domains in the registry", () => { + const domains = LifecycleRegistry.listDomains(); + expect(domains).toEqual([ + "bank_settlement", + "customer_settlement", + "deferred_expense", + "fixed_asset", + "vat_flow", + "period_close" + ]); + + for (const domain of domains) { + const model = LifecycleRegistry.getDomain(domain); + expect(model.lifecycle_domain).toBe(domain); + expect(model.states.length).toBeGreaterThan(0); + expect(model.defects.some((definition) => definition.defect_code === "stale_active_state")).toBe(true); + } + }); + + it("infers lifecycle domain for all covered stage3 domains", () => { + const cases: Array<{ + name: string; + unit: ProblemUnit; + candidates: CandidateEvidenceItem[]; + expectedDomain: string; + }> = [ + { + name: "bank settlement", + unit: buildProblemUnit({ id: "domain-bank", accounts: ["51"], mechanismSummary: "bank settlement reconciliation" }), + candidates: [buildCandidate({ id: "cand-bank", relations: ["payment_to_settlement"] })], + expectedDomain: "bank_settlement" + }, + { + name: "customer settlement", + unit: buildProblemUnit({ id: "domain-customer", accounts: ["62"], mechanismSummary: "customer receivable chain" }), + candidates: [buildCandidate({ id: "cand-customer", relations: ["settlement_to_invoice"] })], + expectedDomain: "customer_settlement" + }, + { + name: "deferred expense", + unit: buildProblemUnit({ id: "domain-97", accounts: ["97"], mechanismSummary: "deferred writeoff path" }), + candidates: [buildCandidate({ id: "cand-97", relations: ["deferred_writeoff"] })], + expectedDomain: "deferred_expense" + }, + { + name: "fixed asset", + unit: buildProblemUnit({ id: "domain-os", accounts: ["01"], mechanismSummary: "fixed asset depreciation" }), + candidates: [buildCandidate({ id: "cand-os", relations: ["depreciation_register_movement"] })], + expectedDomain: "fixed_asset" + }, + { + name: "vat flow", + unit: buildProblemUnit({ id: "domain-vat", accounts: ["68"], mechanismSummary: "vat deduction chain" }), + candidates: [buildCandidate({ id: "cand-vat", anomalies: ["cross_branch_inconsistency"] })], + expectedDomain: "vat_flow" + }, + { + name: "period close", + unit: buildProblemUnit({ + id: "domain-close", + type: "period_risk_cluster", + mechanismSummary: "period close blocker", + periodCloseRisk: true + }), + candidates: [buildCandidate({ id: "cand-close", anomalies: ["period_close_risk"] })], + expectedDomain: "period_close" + } + ]; + + for (const item of cases) { + const resolution = resolveLifecycle({ + unit: item.unit, + candidates: item.candidates + }); + expect(resolution.lifecycle_domain, item.name).toBe(item.expectedDomain); + } + }); + + it("normalizes unknown explicit states against registry and records limitations", () => { + const resolution = resolveLifecycle({ + unit: buildProblemUnit({ + id: "normalize-invalid-states", + accounts: ["01"], + mechanismSummary: "fixed asset depreciation", + actualState: "legacy_state_unmapped", + expectedState: "legacy_target_unmapped" + }), + candidates: [buildCandidate({ id: "cand-normalize", relations: ["depreciation_register_movement"] })] + }); + + expect(resolution.lifecycle_domain).toBe("fixed_asset"); + expect(resolution.resolved_current_state).toBe("depreciation_active"); + expect(resolution.resolved_expected_state).toBe("disposed"); + expect(resolution.snapshot_limitations).toContain("actual_state_not_in_registry_normalized"); + expect(resolution.snapshot_limitations).toContain("expected_state_not_in_registry_normalized"); + }); + + it("infers missing transition from registry transition path", () => { + const resolution = resolveLifecycle({ + unit: buildProblemUnit({ + id: "missing-transition", + accounts: ["51"], + actualState: "bank_recorded", + expectedState: "settlement_closed" + }), + candidates: [buildCandidate({ id: "cand-missing", anomalies: ["missing_link", "no_continuation"] })] + }); + + expect(resolution.missing_transitions[0]).toBe("bank_recorded->settlement_closed"); + }); + + it("builds previous state chain from registry model", () => { + const resolution = resolveLifecycle({ + unit: buildProblemUnit({ + id: "previous-chain", + accounts: ["51"], + actualState: "bank_recorded", + expectedState: "settlement_closed" + }), + candidates: [buildCandidate({ id: "cand-prev", relations: ["payment_to_settlement"] })] + }); + + expect(resolution.resolved_previous_states).toEqual(["initiated_payment"]); + }); +}); diff --git a/llm_normalizer/backend/tests/lifecycleStage3AcceptanceProbeSemantics.test.ts b/llm_normalizer/backend/tests/lifecycleStage3AcceptanceProbeSemantics.test.ts new file mode 100644 index 0000000..bd3f9d0 --- /dev/null +++ b/llm_normalizer/backend/tests/lifecycleStage3AcceptanceProbeSemantics.test.ts @@ -0,0 +1,290 @@ +import fs from "node:fs"; +import path from "node:path"; +import { describe, expect, it } from "vitest"; +import { enrichProblemUnitLifecycle } from "../src/services/lifecycleRuntime"; +import type { CandidateEvidenceItem, ProblemUnit } from "../src/types/stage2ProblemUnits"; + +type Stage3LifecycleHints = { + expected_lifecycle_domain?: string; + require_current_expected_state_pair?: boolean; + require_missing_or_invalid_transition?: boolean; + require_previous_states?: boolean; + require_terminal_state_mismatch?: boolean; + require_wrong_closing_document_type?: boolean; + require_cross_branch_conflict?: boolean; + require_period_close_impact?: boolean; +}; + +type Stage3LifecycleProbeCase = { + case_id: string; + expected_hints?: Stage3LifecycleHints; + lifecycle_focus?: { + domain?: string; + }; +}; + +type Stage3LifecycleProbeSuite = { + suite_id: string; + scenario_count: number; + cases: Stage3LifecycleProbeCase[]; +}; + +function loadSuite(): Stage3LifecycleProbeSuite { + const suitePath = path.resolve(process.cwd(), "../eval_cases/assistant_stage3_lifecycle_probe_v0_1.json"); + const raw = fs.readFileSync(suitePath, "utf8").replace(/^\uFEFF/, ""); + return JSON.parse(raw) as Stage3LifecycleProbeSuite; +} + +function buildProblemUnit(input: { + id: string; + type: ProblemUnit["problem_unit_type"]; + mechanismSummary: string; + businessDefectClass: string; + affectedAccounts: string[]; + actualState?: string; + expectedState?: string; + failedExpectedEdge?: string; + periodCloseRisk?: boolean; +}): ProblemUnit { + return { + schema_version: "problem_unit_v0_1", + problem_unit_id: input.id, + problem_unit_type: input.type, + title: "Synthetic Stage3 lifecycle probe unit", + mechanism_summary: input.mechanismSummary, + business_defect_class: input.businessDefectClass, + severity: { + score: 0.78, + grade: "high" + }, + confidence: { + score: 0.66, + grade: "medium" + }, + affected_entities: ["Document:DOC-1"], + affected_documents: ["Document:DOC-1"], + affected_postings: [], + affected_accounts: input.affectedAccounts, + affected_counterparties: ["Counterparty:CP-1"], + affected_contracts: ["Contract:CTR-1"], + ...(input.actualState ? { actual_state: input.actualState } : {}), + ...(input.expectedState ? { expected_state: input.expectedState } : {}), + ...(input.failedExpectedEdge ? { failed_expected_edge: input.failedExpectedEdge } : {}), + ...(input.periodCloseRisk + ? { + period_impact: { + is_period_sensitive: true, + impact_class: "close_risk" as const + } + } + : {}), + evidence_pack: ["cand-1"], + entity_backlinks: [{ entity: "Document", id: "DOC-1" }], + snapshot_limitations: [] + }; +} + +function buildCandidate(input: { + id: string; + anomalies: string[]; + relations: string[]; + confidenceHint?: "high" | "medium" | "low"; +}): CandidateEvidenceItem { + return { + schema_version: "candidate_evidence_v0_1", + candidate_id: input.id, + route: "hybrid_store_plus_live", + source_ref: { + schema_version: "evidence_source_ref_v1", + namespace: "snapshot_2020", + entity: "Document", + id: "DOC-1", + period: "2020-06", + canonical_ref: "evidence_source_ref_v1|snapshot_2020|document|doc-1|2020-06" + }, + relation_pattern_hits: input.relations, + anomaly_patterns: input.anomalies, + entity_backlinks: [{ entity: "Document", id: "DOC-1" }], + confidence_hint: input.confidenceHint ?? "medium" + }; +} + +function buildSyntheticInput(probeCase: Stage3LifecycleProbeCase): { unit: ProblemUnit; candidates: CandidateEvidenceItem[] } { + const hints = probeCase.expected_hints ?? {}; + const domainFocus = probeCase.lifecycle_focus?.domain ?? "51_60"; + + const anomalies = new Set(); + const relations = new Set(); + + let problemType: ProblemUnit["problem_unit_type"] = "broken_chain_segment"; + let mechanismSummary = "bank settlement lifecycle chain"; + let businessDefectClass = "broken_lifecycle"; + let affectedAccounts = ["51", "60"]; + let actualState: string | undefined; + let expectedState: string | undefined; + let failedExpectedEdge: string | undefined; + let periodCloseRisk = false; + + if (domainFocus === "97") { + problemType = "lifecycle_anomaly_node"; + mechanismSummary = "deferred writeoff lifecycle chain for account 97"; + businessDefectClass = "missing_expected_transition"; + affectedAccounts = ["97"]; + relations.add("writeoff_partial"); + expectedState = "fully_written_off"; + } else if (domainFocus === "fixed_asset") { + problemType = "document_conflict"; + mechanismSummary = "fixed asset depreciation lifecycle for accounts 01 02"; + businessDefectClass = "cross_branch_inconsistency"; + affectedAccounts = ["01", "02"]; + relations.add("depreciation_register_movement"); + expectedState = "depreciation_active"; + } else if (domainFocus === "vat_flow") { + problemType = "cross_branch_inconsistency_cluster"; + mechanismSummary = "vat lifecycle flow for accounts 19 68"; + businessDefectClass = "cross_branch_inconsistency"; + affectedAccounts = ["19", "68"]; + relations.add("invoice_to_vat"); + expectedState = "vat_deducted"; + } else if (domainFocus === "period_close") { + problemType = "period_risk_cluster"; + mechanismSummary = "period close lifecycle blocker for close operation"; + businessDefectClass = "period_close_risk"; + affectedAccounts = ["51", "60"]; + periodCloseRisk = true; + expectedState = "close_completed"; + } else { + relations.add("payment_to_settlement"); + expectedState = "settlement_closed"; + } + + if (hints.require_missing_or_invalid_transition) { + anomalies.add("missing_link"); + anomalies.add("no_continuation"); + failedExpectedEdge = "expected_transition_not_observed"; + } + + if (hints.require_wrong_closing_document_type) { + anomalies.add("wrong_document_type"); + anomalies.add("posting_mismatch"); + } + + if (hints.require_cross_branch_conflict) { + anomalies.add("cross_branch_inconsistency"); + } + + if (hints.require_period_close_impact) { + anomalies.add("period_close_risk"); + periodCloseRisk = true; + } + + if (hints.require_previous_states) { + actualState = domainFocus === "97" ? "partially_written_off" : "bank_recorded"; + if (!expectedState) { + expectedState = domainFocus === "97" ? "fully_written_off" : "settlement_closed"; + } + } + + if (hints.require_terminal_state_mismatch) { + if (!actualState) { + if (domainFocus === "97") actualState = "partially_written_off"; + else if (domainFocus === "fixed_asset") actualState = "depreciation_active"; + else if (domainFocus === "vat_flow") actualState = "vat_registered"; + else actualState = "bank_recorded"; + } + if (domainFocus === "fixed_asset") expectedState = "disposed"; + else if (domainFocus === "vat_flow") expectedState = "vat_deducted"; + else if (domainFocus === "97") expectedState = "fully_written_off"; + else expectedState = "settlement_closed"; + } + + const unit = buildProblemUnit({ + id: `probe-${probeCase.case_id.toLowerCase()}`, + type: problemType, + mechanismSummary, + businessDefectClass, + affectedAccounts, + actualState, + expectedState, + failedExpectedEdge, + periodCloseRisk + }); + + const candidates = [ + buildCandidate({ + id: `cand-${probeCase.case_id.toLowerCase()}`, + anomalies: Array.from(anomalies), + relations: Array.from(relations) + }) + ]; + + return { + unit, + candidates + }; +} + +describe("stage3 lifecycle probe semantics", () => { + it("validates lifecycle acceptance targets on synthetic runtime inputs", () => { + const suite = loadSuite(); + expect(suite.suite_id).toBe("assistant_stage3_lifecycle_probe"); + expect(suite.scenario_count).toBe(suite.cases.length); + + for (const probeCase of suite.cases) { + const hints = probeCase.expected_hints ?? {}; + const { unit, candidates } = buildSyntheticInput(probeCase); + const enriched = enrichProblemUnitLifecycle({ unit, candidates }); + + if (typeof hints.expected_lifecycle_domain === "string" && hints.expected_lifecycle_domain.length > 0) { + expect(enriched.lifecycle_domain, `${probeCase.case_id}: expected lifecycle domain`).toBe(hints.expected_lifecycle_domain); + } + + if (hints.require_current_expected_state_pair) { + expect(typeof enriched.current_lifecycle_state, `${probeCase.case_id}: current state`).toBe("string"); + expect(typeof enriched.expected_lifecycle_state, `${probeCase.case_id}: expected state`).toBe("string"); + } + + if (hints.require_missing_or_invalid_transition) { + expect( + Boolean(enriched.missing_transition || enriched.invalid_transition), + `${probeCase.case_id}: missing/invalid transition` + ).toBe(true); + } + + if (hints.require_previous_states) { + const previousStates = Array.isArray(enriched.lifecycle_resolution?.resolved_previous_states) + ? enriched.lifecycle_resolution?.resolved_previous_states + : []; + expect(previousStates.length, `${probeCase.case_id}: resolved_previous_states`).toBeGreaterThan(0); + } + + if (hints.require_wrong_closing_document_type) { + const defect = String(enriched.lifecycle_defect_type ?? ""); + expect(["misclosed_state", "invalid_transition"].includes(defect), `${probeCase.case_id}: wrong close defect`).toBe(true); + } + + if (hints.require_cross_branch_conflict) { + expect(enriched.lifecycle_defect_type, `${probeCase.case_id}: cross-branch defect`).toBe("cross_branch_state_conflict"); + } + + if (hints.require_terminal_state_mismatch) { + const defect = String(enriched.lifecycle_defect_type ?? ""); + const current = String(enriched.current_lifecycle_state ?? ""); + const expected = String(enriched.expected_lifecycle_state ?? ""); + const hasMismatchSignal = + defect === "premature_terminal_state" || + defect === "misclosed_state" || + defect === "orphan_intermediate_state" || + (current.length > 0 && expected.length > 0 && current !== expected); + expect(hasMismatchSignal, `${probeCase.case_id}: terminal mismatch signal`).toBe(true); + } + + if (hints.require_period_close_impact) { + const hasPeriodCloseImpact = Array.isArray(enriched.lifecycle_ranking_basis) + ? enriched.lifecycle_ranking_basis.includes("period_close_impact") + : false; + expect(hasPeriodCloseImpact || enriched.lifecycle_domain === "period_close", `${probeCase.case_id}: period close impact`).toBe(true); + } + } + }); +}); diff --git a/llm_normalizer/data/eval_cases/eval--DLjm5dCSP.report.json b/llm_normalizer/data/eval_cases/eval--DLjm5dCSP.report.json new file mode 100644 index 0000000..a0a15d7 --- /dev/null +++ b/llm_normalizer/data/eval_cases/eval--DLjm5dCSP.report.json @@ -0,0 +1,136 @@ +{ + "run_id": "eval--DLjm5dCSP", + "timestamp": "2026-03-26T14:59:09.726Z", + "mode": "single-pass-strict", + "use_mock": true, + "prompt_version": "normalizer_v2_0_2", + "schema_version": "v2_0_2", + "dataset": { + "source": "inline_raw_questions", + "file": null, + "raw_questions_count": 3 + }, + "cases_total": 3, + "metrics": { + "schema_validation_pass_rate": 100, + "scope_detection_accuracy": null, + "scope_in_scope_rate": 33.33, + "multi_intent_detected_rate": 0, + "clarification_required_rate": 0, + "avg_fragments_per_message": 1, + "out_of_scope_fragment_rate": 33.33, + "routed_fragment_rate": 33.33, + "no_route_fragment_rate": 66.67, + "route_resolution_accuracy": null, + "no_route_precision": null, + "false_no_route_rate": null, + "execution_state_consistency_rate": 100, + "executable_with_soft_assumptions_rate": 100, + "soft_assumption_used_fragment_rate": 100, + "clarification_precision": null, + "clarification_recall": null, + "false_clarification_rate": null + }, + "budget": { + "requests_total": 0, + "retries_used": 0 + }, + "clarification_eval": { + "labeled_cases": 0, + "true_positive": 0, + "false_positive": 0, + "false_negative": 0 + }, + "route_eval": { + "labeled_cases": 0, + "correct_cases": 0, + "expected_routed_cases": 0, + "no_route_true_positive": 0, + "no_route_false_positive": 0 + }, + "scope_eval": { + "labeled_cases": 0, + "correct_cases": 0 + }, + "execution_state_eval": { + "checks_total": 3, + "checks_passed": 3 + }, + "route_distribution": { + "store_feature_risk": 1, + "no_route": 2 + }, + "fallback_distribution": { + "none": 1, + "out_of_scope": 1, + "clarification": 1 + }, + "results": [ + { + "case_id": "BQ-001", + "raw_question": "Проверь хвосты по поставщикам и разложи цепочку", + "validation_passed": true, + "message_in_scope": true, + "scope_confidence": "high", + "contains_multiple_tasks": false, + "fragments_total": 1, + "in_scope_fragments": 1, + "out_of_scope_fragments": 0, + "unclear_fragments": 0, + "fallback_type": "none", + "predicted_route_status": "routed", + "expected_route_status": null, + "predicted_no_route_reason": null, + "expected_no_route_reason": null, + "predicted_clarification_required": false, + "expected_clarification_required": null, + "executable_with_soft_assumptions_fragments": 1, + "trace_id": "dI-qZZYf2cyipx", + "request_count_for_case": 0 + }, + { + "case_id": "BQ-002", + "raw_question": "Как вообще по ФСБУ", + "validation_passed": true, + "message_in_scope": false, + "scope_confidence": "low", + "contains_multiple_tasks": false, + "fragments_total": 1, + "in_scope_fragments": 0, + "out_of_scope_fragments": 1, + "unclear_fragments": 0, + "fallback_type": "out_of_scope", + "predicted_route_status": "no_route", + "expected_route_status": null, + "predicted_no_route_reason": "out_of_scope", + "expected_no_route_reason": null, + "predicted_clarification_required": false, + "expected_clarification_required": null, + "executable_with_soft_assumptions_fragments": 0, + "trace_id": "2xKFo8M6aNJ1pp", + "request_count_for_case": 0 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zJ9BmgJu>7Q)P|)*AIu`?ltlwIg-Ljl$({kLRH|6ZrKD>ti;3AoT7T{9b$k5lM6&ws z5S13|=w>t&L3^x+QOFhLp4$LL;`;f*%kQJjgq!s9BoXIGAAPKCR`H47L29tLE$HlS z_lH%VVE<#?`ook;@Zn_=`DIFN0098t_=nal2TN@`2MY^bTbDm=S{ZTTmc6v_fsZ0< z_@j*=d~)!i^M-9Dt)>OkrK9wdAT7%_$g6igtg2{Sa#b=vz2$g;7(?ToZ@hNB=yxxt zstlWuk}1j^LeMjTpcv|0`=NOF?W?Y!WkM~Hr&@ zi}6F2qPR*czuGKEv0wql5dKNpcI)2EaPy=WSe?@fvR;ph`|3<)*lvJw*Mx;`${E!9siU-&%wmpfcgvO z?KkNr2iz@rDdP}gXAx%alrg%`tKzF z+tu_}xA{YFa{EyK3CVvup8l>ffAydLl>egm|8i>lMe#@H?Hu?=6o0um{ti)(JMw2E z7%mB1{81(Qp8vZG{clIeUl4y(1>E5O3F3ddMgHHg{=)l9{$~sQ`y1@_Wave__/` + +Правило порядка строгое: +- после даты всегда идет `Stage`; +- после `Stage` всегда идет `Wave`; +- затем краткая тема волны. + +Пример: +- `docs/runs/2026-03-26_Stage_04_Wave_01_Kickoff/` + +## Обязательная структура внутри run-папки + +- `README.md` — что проверяли и зачем; +- `run_summary.json` — команды, результаты, ключевые ссылки; +- `artifacts/` — отчеты прогонов (test/eval/acceptance/regression); +- `prompt_dialogs/` — диалоги user/system/assistant и runtime-контекст. + +## Обязательная структура `prompt_dialogs` + +- `prompt_dialogs/index.json` +- `prompt_dialogs//.json` +- `prompt_dialogs//.md` + +Минимум по каждому кейсу: +- вопрос пользователя; +- ответ системы (assistant reply); +- технический контекст, доступный для анализа (debug/runtime/decomposition/grounding, если есть). + +## Важное правило по волнам + +Артефакты разных волн нельзя смешивать в одной папке. +Каждая волна должна иметь собственную run-папку и собственный набор `prompt_dialogs`. + +## Архивация ```bash npm run artifacts:bundle ``` -Архивация с очисткой исходных логов/генерируемых отчетов: - ```bash npm run artifacts:bundle:clean ``` -С меткой захода: - ```bash -npm run artifacts:bundle:clean -- --label wave2_followup +npm run artifacts:bundle:clean -- --label stage4_wave1 ``` diff --git a/llm_normalizer/eval_cases/assistant_stage3_lifecycle_probe_v0_1.json b/llm_normalizer/eval_cases/assistant_stage3_lifecycle_probe_v0_1.json new file mode 100644 index 0000000..65fb3d0 --- /dev/null +++ b/llm_normalizer/eval_cases/assistant_stage3_lifecycle_probe_v0_1.json @@ -0,0 +1,302 @@ +{ + "suite_id": "assistant_stage3_lifecycle_probe", + "suite_version": "0.1.0", + "schema_version": "assistant_stage3_lifecycle_probe_v0_1", + "scenario_count": 9, + "case_ids": [ + "S3-51-WRONG-CLOSE-TYPE", + "S3-60-PAYMENT-WITHOUT-CLOSURE", + "S3-97-STALLED-NODES", + "S3-97-EXPECTED-VS-ACTUAL", + "S3-OS-BRANCH-DIVERGENCE", + "S3-OS-TERMINAL-GAP", + "S3-VAT-CROSS-BRANCH-CONFLICT", + "S3-VAT-ACTUAL-VS-EXPECTED", + "S3-PERIOD-CLOSE-LIFECYCLE-IMPACT" + ], + "cases": [ + { + "case_id": "S3-51-WRONG-CLOSE-TYPE", + "scenario_tag": "51_wrong_closing_document_type", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "Проверь по счёту 51 за июнь 2020, где контур закрыт не тем типом документа и какой ожидаемый завершающий переход не подтверждён." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "document_conflict" + ], + "expected_lifecycle_domain": "bank_settlement", + "require_current_expected_state_pair": true, + "require_missing_or_invalid_transition": true, + "require_wrong_closing_document_type": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "51_60", + "targets": [ + "expected_vs_actual_state", + "missing_transition", + "wrong_closing_document_type" + ] + } + }, + { + "case_id": "S3-60-PAYMENT-WITHOUT-CLOSURE", + "scenario_tag": "60_payment_exists_but_not_closed", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "По поставщикам по счёту 60 за июнь 2020 покажи, где оплата есть, но lifecycle расчёта не дошёл до ожидаемого закрывающего документа." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "unresolved_settlement_cluster" + ], + "expected_lifecycle_domain": "bank_settlement", + "require_current_expected_state_pair": true, + "require_missing_or_invalid_transition": true, + "require_previous_states": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "51_60", + "targets": [ + "expected_vs_actual_state", + "missing_transition", + "resolved_previous_states" + ] + } + }, + { + "case_id": "S3-97-STALLED-NODES", + "scenario_tag": "97_stalled_nodes", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "Проверь по счёту 97 за июнь 2020 по документам, где зависли узлы жизненного цикла: какие стадии уже пройдены и какой ожидаемый переход до списания отсутствует." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "broken_chain_segment" + ], + "expected_lifecycle_domain": "deferred_expense", + "require_current_expected_state_pair": true, + "require_missing_or_invalid_transition": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "97", + "targets": [ + "expected_vs_actual_state", + "missing_transition" + ] + } + }, + { + "case_id": "S3-97-EXPECTED-VS-ACTUAL", + "scenario_tag": "97_expected_vs_actual_sequence", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "Проверь по счёту 97 за июнь 2020 по документам, где фактическое состояние расходов будущих периодов расходится с ожидаемой последовательностью списания." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "period_risk_cluster" + ], + "expected_lifecycle_domain": "deferred_expense", + "require_current_expected_state_pair": true, + "require_terminal_state_mismatch": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "97", + "targets": [ + "expected_vs_actual_state", + "terminal_state_mismatch" + ] + } + }, + { + "case_id": "S3-OS-BRANCH-DIVERGENCE", + "scenario_tag": "os_card_document_depreciation_divergence", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "По основным средствам по счетам 01 и 02 за июнь 2020 покажи, где lifecycle объекта расходится между карточкой, документом и начислением амортизации." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "cross_branch_inconsistency_cluster" + ], + "expected_lifecycle_domain": "fixed_asset", + "require_current_expected_state_pair": true, + "require_cross_branch_conflict": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "fixed_asset", + "targets": [ + "expected_vs_actual_state", + "cross_branch_lifecycle_conflict" + ] + } + }, + { + "case_id": "S3-OS-TERMINAL-GAP", + "scenario_tag": "os_previous_or_terminal_gap", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "Где по ОС по счетам 01/02 за июнь 2020 видно, что цепочка дошла до начисления, но не подтверждён ожидаемый предыдущий или завершающий этап?" + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "document_conflict" + ], + "expected_lifecycle_domain": "fixed_asset", + "require_current_expected_state_pair": true, + "require_terminal_state_mismatch": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "fixed_asset", + "targets": [ + "resolved_previous_states", + "terminal_state_mismatch" + ] + } + }, + { + "case_id": "S3-VAT-CROSS-BRANCH-CONFLICT", + "scenario_tag": "vat_cross_branch_conflict", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "По НДС за июнь 2020 по счёту 68 покажи, где lifecycle ветвей документов, проводок и регистров расходится и какая ветка выглядит несогласованной." + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "cross_branch_inconsistency_cluster" + ], + "expected_lifecycle_domain": "vat_flow", + "require_current_expected_state_pair": true, + "require_cross_branch_conflict": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "vat_flow", + "targets": [ + "expected_vs_actual_state", + "cross_branch_lifecycle_conflict" + ] + } + }, + { + "case_id": "S3-VAT-ACTUAL-VS-EXPECTED", + "scenario_tag": "vat_actual_vs_expected_state", + "question_type": "direct", + "broadness_level": "medium", + "turns": [ + { + "user_message": "Где по НДС за июнь 2020 по счетам 19 и 68 есть конфликт фактического и ожидаемого состояния между документом и регистрами?" + } + ], + "expected_hints": { + "expected_reply_type": "partial_coverage", + "expected_degraded_to": "partial", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "lifecycle_anomaly_node", + "document_conflict" + ], + "expected_lifecycle_domain": "vat_flow", + "require_current_expected_state_pair": true, + "require_terminal_state_mismatch": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "vat_flow", + "targets": [ + "expected_vs_actual_state", + "terminal_state_mismatch" + ] + } + }, + { + "case_id": "S3-PERIOD-CLOSE-LIFECYCLE-IMPACT", + "scenario_tag": "period_close_lifecycle_impact", + "question_type": "direct", + "broadness_level": "high", + "turns": [ + { + "user_message": "Какие lifecycle-дефекты по счетам 51 и 60 за июнь 2020 сильнее всего влияют на риск закрытия периода (period close) и на каком переходе возникает разрыв?" + } + ], + "expected_hints": { + "expected_reply_type": "clarification_required", + "expected_degraded_to": "clarification", + "expected_problem_first": true, + "expected_problem_unit_types": [ + "period_risk_cluster", + "lifecycle_anomaly_node" + ], + "expected_lifecycle_domain": "period_close", + "require_missing_or_invalid_transition": true, + "require_period_close_impact": true, + "require_lifecycle_mode": "stage3_lifecycle_aware_v1" + }, + "lifecycle_focus": { + "domain": "period_close", + "targets": [ + "lifecycle_impact_period_close", + "missing_transition" + ] + } + } + ] +} diff --git a/llm_normalizer/tmp_utf_patch.txt b/llm_normalizer/tmp_utf_patch.txt new file mode 100644 index 0000000..6e47816 --- /dev/null +++ b/llm_normalizer/tmp_utf_patch.txt @@ -0,0 +1 @@ +Проверка UTF-8 кириллицы diff --git a/llm_normalizer/tmp_utf_test.txt b/llm_normalizer/tmp_utf_test.txt new file mode 100644 index 0000000..1221eb2 --- /dev/null +++ b/llm_normalizer/tmp_utf_test.txt @@ -0,0 +1 @@ +???????? 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