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ОргДифф

Веб-сервис, который сравнивает Word-документы оргструктуры до и после реорганизации.

Доведённый продукт
HackAlemLLMДашбордыОптимизацияСпецтрек
GitHub
Команда «MUA» 20💬 0 комментариевс 23 сентября 2026 г.

О проекте

Команда: MUA
Кейс HackAlem.ai: Спецтрек — Казахтелеком
Стадия: Доведённый продукт

Задача кейса: Агент, сравнивающий документы оргструктуры до и после реорганизации

Суть

Веб-сервис, который сравнивает Word-документы оргструктуры до и после реорганизации. Он выделяет изменения подразделений и функций, возможные потери функций, дубли и конфликты интересов, у каждой находки указывает пункт-источник с цитатой и формирует заключение с экспортом в Markdown.

Как устроено

Конвейер из шести шагов: разбор .docx на пункты и таблицы, извлечение подразделений, извлечение атомарных функций, сопоставление, поиск конфликтов, заключение. Код разбирает документ, нормализует данные, отбирает кандидатов по лексической и векторной близости и применяет правила несовместимых ролей. LLM (OpenAI Responses API со строгими JSON-схемами Structured Outputs) извлекает сущности и проверяет смысл сопоставлений. Номера пунктов и цитаты, которых нет в документе, код отбрасывает. В режиме mock вместо сетевых вызовов читаются сохранённые ответы модели, поэтому тестовый комплект воспроизводится без ключа.

Ключевые решения

  • OpenAI Responses API Structured Outputs
  • строгие JSON-схемы
  • векторный и лексический отбор кандидатов
  • text-embedding-3-small
  • правила несовместимых ролей исполнения и контроля
  • проверка пунктов и цитат кодом
  • mock-режим на сохранённых ответах LLM
  • фоновый пайплайн с опросом статуса

Особенности

Жёсткое разделение ролей: LLM только извлекает и оценивает смысл, а существование пункта и совпадение цитаты проверяет код. Mock-режим с сохранёнными ответами модели (более 1500 JSON-фикстур) даёт жюри детерминированную проверку без ключа. Команда открыто указала, что каркас подготовлен заранее. Работу вели параллельными сессиями ИИ-агентов (промпты S01–S20, матрица владения файлами).

Стек

Python 3.12 · FastAPI · Pydantic · Uvicorn · NumPy · Next.js 15 · React 19 · TypeScript · Tailwind CSS 4 · Docker Compose · uv · pytest · Ruff · GitHub Actions

Модели

gpt-5.6-luna (OpenAI) · text-embedding-3-small

Проект создан за 5 часов на финале хакатона HackAlem.ai (23 сентября 2026, Астана). Код — BAITC-Hacks/hack-ec659486-mua.

README

README.md

1. Название проекта

ОргДифф — ИИ-агент анализа организационной структуры и функционала.

Кейс 11 HackAlem AI, 23.09.2026. Задание организаторов.

Онлайн-адрес: odl.kz. При проверке 23.09.2026 в 17:48 (+05:00) сервер вернул HTTP 403. Для проверки решения используйте локальный запуск ниже.

Для локальной проверки нужен только Docker с Compose и Git. Ключ OpenAI, файл .env и установка Python/Node.js не требуются. Запуск — три команды из раздела 7, затем кнопка «Тестовый комплект».

2. Краткое описание

ОргДифф помогает сотрудникам организационного развития и внутреннего аудита проверить, как реорганизация меняет подразделения, функции и ответственность. Он сравнивает документы «до» и «после», собирает изменения в отчёт и показывает подтверждающие пункты документов. Это позволяет проверять возможные потери функций, пересечения обязанностей и потенциальные конфликты интересов. Выводы носят рекомендательный характер; решение принимает специалист.

3. Что реализовано

  1. Изменения подразделений: извлечение и сопоставление со статусами «сохранено», «преобразовано», «создано», «упразднено».
  2. Сопоставление функций: таблица «до/после», сохранённые, изменённые, перенесённые, новые функции и возможные потери. Кандидаты, требующие проверки, отмечаются отдельно.
  3. Дубли и конфликты интересов: поиск пересечений между подразделениями и правила несовместимых ролей исполнения и контроля. На тестовом комплекте найдены дубли; конфликтов интересов не найдено.
  4. Источники: документ, редакция, пункт и цитата у находки. Код проверяет существование пункта и соответствие цитаты; кнопка источника открывает исходный текст.
  5. Заключение: текст по проверенным находкам, рекомендации и скачивание отчёта в Markdown.

Есть загрузка своих .docx, фоновый анализ, экран прогресса и просмотр отчёта. Без ключа воспроизводится тестовый комплект организаторов на сохранённых ответах модели.

4. Как работает решение

  1. Нажмите «Тестовый комплект» либо загрузите документы в зоны «До реорганизации» и «После реорганизации» и нажмите «Проанализировать».
  2. Дождитесь завершения анализа на странице прогресса.
  3. Просмотрите вкладки «Подразделения», «Функции», «Дубли и конфликты», «Заключение».
  4. Откройте пункт-источник у находки и скачайте заключение.
ШагЧто выполняет кодДля чего используется LLM
P1. РазборЧитает Word, выделяет пункты, таблицы и контекстНе используется
P2. ПодразделенияНормализует названия и проверяет источникиИзвлекает подразделения и сопоставляет преобразования
P3. ФункцииПроверяет источники, вычисляет сигнатуры, отделяет запретыИзвлекает атомарные функции и исполнителей
P4. СопоставлениеСравнивает одинаковые тексты с учётом контекста, отбирает кандидатов по лексической и векторной близостиПроверяет смысл сопоставлений, потерь и дублей
P5. КонфликтыПрименяет правила несовместимых ролей и проверяет общий объектОбъясняет найденные кандидаты
P6. ЗаключениеСобирает проверенные факты, проверяет ссылки и формирует экспортФормулирует заключение и рекомендации

Языковые вызовы проходят через backend/app/llm.py с OpenAI Responses API и строгими JSON-схемами Structured Outputs. Номера пунктов, отсутствующие в документе, отбрасываются кодом. В режиме mock сетевые вызовы заменены чтением сохранённых ответов; документы разбираются, сопоставления проверяются и итоговый отчёт собирается при каждом запуске.

5. Технологии

ЧастьТехнологии
BackendPython 3.12, FastAPI, Pydantic, Uvicorn, python-multipart
АнализСтандартная библиотека Python для .docx, NumPy, собственные правила и поиск кандидатов
AIOpenAI Python SDK, Responses API, Structured Outputs; модель из OPENAI_MODEL, по умолчанию gpt-5.6-luna; embeddings text-embedding-3-small
FrontendNext.js 15, React 19, TypeScript 5, Tailwind CSS 4
Сборка и проверкаDocker Compose, uv, npm; pytest, Ruff, ESLint, TypeScript

Точные версии зависимостей зафиксированы в backend/uv.lock и frontend/package-lock.json. В mock ключ и доступ к OpenAI не нужны.

6. Архитектура проекта

flowchart LR
    B[Браузер] --> F[Next.js: загрузка, прогресс, отчёт]
    B --> A[FastAPI]
    F --> A
    A --> P[Фоновый анализ P1–P6]
    D[Документы до и после] --> P
    P --> L[Обёртка LLM]
    L --> M[Фикстуры в mock]
    L --> O[OpenAI в live]
    P --> R[Отчёт, источники, Markdown]
    R --> A
ПутьНазначение
backend/app/parse/, prebuilt/Разбор Word и нормализация
backend/app/units.py, functions.py, candidates.py, matching.pyПодразделения, функции и сопоставления
backend/app/duplicates.py, rules/conflicts.pyДубли и конфликты
backend/app/conclusion.py, export_md.pyЗаключение и экспорт
backend/app/llm.py, llm_schemas.py, prompts/, mocks/Вызовы модели, схемы, промпты и сохранённые ответы
backend/app/pipeline.py, routers/runs.py, store.pyФоновый анализ, API и состояние запусков
frontend/app/, frontend/components/Интерфейс и панель источника
data/case11/Тестовые документы организаторов

Frontend опрашивает состояние каждые 2 секунды. API: POST /api/runs/demo — тестовый комплект, POST /api/runs — загрузка, GET /api/runs/{id} — статус, /report — отчёт, /clauses/{doc_id}/{clause_number} — источник, /report.md — скачивание. Состояние хранится в памяти; JSON-дампы записываются в backend/runtime/runs/, в Docker — в том backend_runs. Автоматического восстановления запусков после перезапуска нет.

7. Установка и запуск

Основной способ — Docker, без ключа

Установите Git и запустите Docker Desktop с Linux-контейнерами (Windows/macOS) либо Docker Engine с плагином Compose v2 (Linux). Требуется Compose 2.24.0+: используется необязательный env_file. Порты 3000 и 8000 должны быть свободны. Интернет нужен для первоначального скачивания образов и зависимостей.

Откройте терминал или PowerShell и выполните:

git clone https://github.com/BAITC-Hacks/hack-ec659486-mua.git
cd hack-ec659486-mua
docker compose up --build

Создавать .env и вводить ключ не нужно. На чистом клоне включён LLM_MODE=mock. Дождитесь Application startup complete у backend и Ready у frontend. Оставьте терминал открытым.

Для остановки нажмите Ctrl+C, затем выполните docker compose down из той же папки. Повторный запуск: docker compose up.

Проверенное окружение: Ubuntu, Docker 29.1.3, Compose 2.40.3. Windows/macOS используют те же команды; Docker должен работать в режиме Linux-контейнеров. Минимальное потребление ОЗУ и диска не измерялось; проверочная машина имеет 16 ГБ ОЗУ. Место требуется для Docker-образов, зависимостей и документов. Чистый клон проверен без ключа; оба сервиса стали готовы за 171,3 секунды при наличии кэша базовых образов и зависимостей. Время холодной сборки без кэша отдельно не измерялось.

Запасной способ — без Docker

Нужны uv (проверено с 0.12.17), Python 3.12 (uv может скачать его сам), Node.js 20+ и npm. Откройте два терминала в папке клонированного репозитория.

Терминал 1 — API:

cd backend
uv sync --locked
uv run uvicorn app.main:app --host 127.0.0.1 --port 8000

Терминал 2 — интерфейс:

cd frontend
npm ci
npm run dev

Дождитесь Ready и откройте http://localhost:3000. Отдельная production-сборка для этого способа не нужна. Остановка — Ctrl+C в обоих терминалах.

Настройки и live-режим

Для тестового комплекта этот шаг пропустите. При необходимости создайте файл .env в корне проекта, скопировав содержимое .env.example в текстовом редакторе.

ПеременнаяПо умолчаниюНазначение
LLM_MODEmockСохранённые ответы; live включает обращения к OpenAI
OPENAI_API_KEYпустоКлюч, нужен только в live
OPENAI_MODELgpt-5.6-lunaМодель Responses API
DATA_DIR../dataПуть к документам относительно backend; Docker задаёт /app/data
RUNTIME_DIR./runtimeФайлы запусков; Docker задаёт /app/runtime
CORS_ORIGINShttp://localhost:3000Разрешённые адреса интерфейса
APP_VERSION0.1.0Версия в /health
NEXT_PUBLIC_API_URLhttp://localhost:8000Адрес API для браузера, задаётся при сборке
NEXT_PUBLIC_APP_NAMEОргДиффНазвание приложения
DOMAINпустоДля серверного развёртывания; локально не нужен
NVIDIA_API_KEYпустоЗаготовка настройки; текущий продукт её не использует

Для своих документов укажите LLM_MODE=live и OPENAI_API_KEY, затем перезапустите приложение. Доступ к указанной модели должен быть у вашего аккаунта. В live нет скрытого перехода на mock. Полный live-сценарий через интерфейс пока не подтверждён — ограничения в разделе 10.

Backend читает корневой .env и backend/.env; переменные терминала имеют приоритет. При запуске без Docker нестандартные настройки frontend задавайте в frontend/.env.local; Compose берёт их из корневого .env и передаёт при сборке.

Если не запускается

СимптомЧто сделать
Cannot connect to the Docker daemonЗапустить Docker Desktop или службу Docker и повторить запуск
compose не найден или ошибка env_fileОбновить Docker Desktop / плагин до Compose 2.24.0+; проверить docker compose version
port is already allocated / EADDRINUSEОсвободить порты 3000 и 8000, остановив другое приложение; затем повторить запуск
LLM_MODE=live, но OPENAI_API_KEY пустДля проверки вернуть LLM_MODE=mock в .env и окружении терминала
«API недоступен»Открыть /health по адресу выше; проверить лог backend и дождаться его готовности
Ошибка скачивания образов / зависимостейПроверить доступ в интернет и повторить docker compose up --build
«Тестовый комплект не найден»Проверить, что клонирован весь репозиторий вместе с data/case11/ и запуск выполняется из его корня

8. Как проверить решение

Сценарий для жюри без ключа OpenAI:

  1. Выполните основной запуск из раздела 7 и откройте приложение.
  2. Убедитесь, что в шапке показано LLM: mock, API доступен.
  3. Нажмите «Тестовый комплект». Файлы выбирать не требуется: редакции 8 и 9 уже в репозитории.
  4. Дождитесь завершения анализа и автоматического перехода к отчёту. Ожидаемый статус — done, пропущенных шагов нет.
  5. Во вкладке «Подразделения» проверьте изменения с упоминаниями ДИТААД, ДОА и направления внутреннего аудита.
  6. Во вкладке «Функции» найдите потери: контроль сроков выполнения графика проверки проектной командой (ред. 8, п. 5.3.4.б) и доведение результатов консультационных услуг до руководителей Общества (ред. 8, п. 5.7.2). Ещё три кандидата требуют проверки.
  7. Во вкладке «Дубли и конфликты» откройте пример руководства и распределения обязанностей между работниками (ред. 9, пп. 5.4.1 и 5.5.1). Конфликтов интересов на этом комплекте 0.
  8. Нажмите кнопку с номером пункта у находки. Откроется панель с документом, редакцией и исходным текстом.
  9. Откройте «Заключение», затем нажмите «Скачать заключение (.md)». Ожидается файл с заключением и источниками.

Контрольные результаты тестового комплекта:

ПоказательЗначение
Изменения подразделений6: сохранено 3, преобразовано 2, создано 1
Сопоставления функций209
Подтверждённые потери / кандидаты на проверку2 / 3
Подтверждённые дубли12
Конфликты интересов0

Статус partial означает неполный анализ: приложение сообщает причину и предлагает частичный отчёт. На комплекте из проверенной версии ожидается done.

Необязательная автоматическая проверка из папки backend/, после uv sync --locked:

uv run pytest -q tests/test_e2e_mock.py

Проверенная версия приложения — тег green-17-final (коммит e575847); последующие изменения README собраны в main. Backend: Ruff и 206 passed, включая два сквозных теста. Frontend: ESLint, TypeScript и production-сборка Next.js — PASS.

В чистом Docker-запуске подтверждены done, отсутствие пропущенных шагов, 551 уникальный источник и полные цитаты в 542 пунктах. Markdown, скачанный через frontend, побайтно совпадает с экспортом API. В браузере проверены кнопка «Тестовый комплект», вкладки, фильтры, панель источника и фактическое скачивание файла. Запасной запуск через uv и npm также проверен. Для изоляции использовались отдельные локальные порты; продуктовый код и данные не менялись.

Это автоматизированная проверка. Независимый ручной прогон вторым участником на его ноутбуке отдельно не заявляется.

Снимки проверенного сценария

Снимки настоящего mock-прогона; происхождение и контрольные суммы — capture-notes.md.

Загрузка тестового комплекта Ход анализа тестового комплекта Подразделения после сравнения Потери функций и источники Дубли и отсутствие конфликтов Панель пункта-источника Сформированное заключение Архитектура анализа

9. Данные и интеграции

Входные документы предоставлены организаторами и обезличены:

В backend/app/mocks/ ответы хранятся по имени вызова и хэшу входа. Итоговое демо использует записанные S15 ответы gpt-5.6-luna из коммита bb7ddd3: извлечение подразделений и функций, сопоставления, проверку потерь и дублей, заключение и кэш embeddings. Происхождение, число вызовов и повторный mock-прогон описаны в S15. При интеграции конфликтующие записи выбраны из этого согласованного набора; дополнительные записи предыдущего прогона сохранены для остальных входов.

Ручные и черновые фикстуры для модульных тестов также остаются в репозитории. В частности, write_conclusion для demo_report.json — ручная фикстура S14, а старые fixtures функций создавались правилами S09. Их наличие не означает, что все JSON-файлы репозитория получены от модели.

backend/app/mocks/demo_report.json и frontend/lib/fixtures/report.ts — отдельно подготовленная демонстрационная фикстура с цитатами, а не результат текущего API-прогона. В ней, например, изменён состав ДККМ, есть кандидаты по контролю устранения нарушений и пересечению анализа непрерывного аудита. Кнопка «Тестовый комплект» запускает реальный pipeline с mock-ответами и выдаёт результат раздела 8. Подменять эти два отчёта при демонстрации нельзя.

Внешняя интеграция продукта — OpenAI Responses API в live; имя модели берётся из окружения. В mock обращения к OpenAI не нужны. Других подключённых источников нормативных данных и корпоративных систем нет.

10. Ограничения

  • Поддерживается только .docx: до 10 файлов суммарно, до 10 МБ каждый, минимум один документ в каждой версии. PDF и Excel отклоняются.
  • Mock рассчитан на сохранённые входы тестового комплекта. Для произвольных документов нужны live-режим и ключ.
  • В демо остаются три кандидата на проверку, а конфликтов интересов не найдено. Это не доказывает отсутствие всех возможных проблем.
  • Проверка пункта и цитаты подтверждает источник, но не гарантирует правильность смысловой интерпретации. Качество на других комплектах не измерялось.
  • Нет сравнения с НПА, стандартами и другими операторами, авторизации и редактирования отчётов. После перезапуска API старые запуски автоматически не восстанавливаются.
  • API ограничивает анализ 180 секундами. Служебная запись live-фикстур заняла 824 секунды с увеличенными таймаутами; полный live-прогон через интерфейс не подтверждён.

Дальнейшее развитие

Планируем развивать ОргДифф в систему поддержки комплексного организационно-функционального аудита: добавить PDF/Excel и реестр редакций; сверку положений подразделений с ДИ сотрудников; связь функций с процессами и матрицами ответственности; проверку предоставленных нормативных требований; сравнение вариантов целевой структуры; повторные проверки и учёт устранения замечаний.

Масштабирование предполагает пилот на одном подразделении, затем охват организации, настройку справочников и правил под её документы, разграничение доступа и интеграции с кадровыми системами и документооборотом. Это план будущих версий.

11. Ссылка на deployed-версию

Онлайн-адрес ОргДифф: odl.kz. При проверке 23.09.2026 в 17:48 (+05:00) сервер вернул HTTP 403; работоспособность публичного экземпляра не подтверждена.

Для воспроизводимой проверки на своей машине используйте локальный запуск из раздела 7.

12. Заранее подготовленные компоненты и AI-инструменты

Раскрытие подготовленных компонентов:

КомпонентГдеПроисхождение и назначение
Каркас FastAPI + Next.js + Docker Compose, CI, mock-режим LLM, служебные командыbackend/app/main.py, config.py, llm.py, первая версия frontend/app/layout.tsx, docker-compose.yml, scripts/, .github/Подготовлен командой 22.09.2026; импортирован коммитом d7aa4d3 23.09 в 13:58 (+05:00). Инфраструктура без готового решения кейса
Утилиты разбора Word и нормализацииlib_docx.py, lib_normalize.pyВнутренние утилиты команды, написаны ранее для других задач; происхождение и область — NOTICE.md
Тестовый комплектdata/case11/Документы организаторов кейса 11
Спецификация, правила и промпты сессийспецификация, AGENTS.md, prompts/, промпты LLMПодготовлены и дорабатывались 23.09 для выбранного кейса; это раскрываемые материалы разработки

В соревновательной части 23.09 разрабатывались обёртка разбора с контекстом, логика P2–P6, схемы ответов, API запусков, интерфейс отчёта и тесты. Итоговый проверенный сценарий и его ограничения приведены в разделах 8–10.

AI-инструментПодтверждённые области работыОснование
OpenAI CodexФикстуры S02, интерфейс S03/S06/S07/S12, схемы S13, заключение S14, интеграционные исправления, S17–S20Отчёты status/agents/ и трейлеры Co-authored-by: Codex в истории Git
Claude CodeКонтракт S01, разбор S04, подразделения S05, pipeline/API S08, функции S09, сопоставление S10, дубли и конфликты S11, запись фикстур S15Инструмент указан в соответствующих отчётах status/agents/

Реестр «сессия → инструмент → файлы → проверка»: docs/ai-usage.md. Журнал сверен с итоговой интеграцией; атрибуция опирается на отчёты и историю коммитов. Происхождение записанных ответов и ручных тестовых данных отдельно раскрыто в разделе 9.

13. Команда

В рабочих материалах участники обозначены A и B:

УчастникОтветственность
AАрхитектура и контракт, backend, документы, анализ и фикстуры
BFrontend, интеграция, проверки, документация и демонстрация

Владение файлами — матрица сессий; фактические изменения — история Git и отчёты.

GitHub

BAITC-Hacks/hack-ec659486-mua
Звёзды
⭐ 0
Форки
0
Язык
Python
Последний push
в прошлом месяце
Коммиты
154
Авторы
3
Файлы
1712
Ветки
24

Авторы коммитов

awolwe 82jandosom 72Codex 1

История коммитов

  • 2026-09-23 17:49merge: s/final-integration Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:49merge: reconcile release README with verified integrationawolwe
  • 2026-09-23 17:44docs: add odl.kz online demo linkawolwe
  • 2026-09-23 17:41merge: s/final-integration Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:41status: checkin A 17:41awolwe
  • 2026-09-23 17:37docs(S19): finalize disclosure and pin reproducible release tagawolwe
  • 2026-09-23 17:37merge: s/final-integration Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:36merge: sync final integration with documentation train Co-authored-by: Codex <[email скрыт]>awolwe
Все коммиты (154)
  • 2026-09-23 17:36docs(S18,S20): publish verified demo screenshots and clean-clone resultsawolwe
  • 2026-09-23 17:36docs: simplify jury startup and verify README against releaseawolwe
  • 2026-09-23 17:33status: checkin B 17:33jandosom
  • 2026-09-23 17:32merge: latest s/disclosure with verified final integration factsawolwe
  • 2026-09-23 17:32docs: reconcile latest documentation with recorded fixture provenanceawolwe
  • 2026-09-23 17:32docs: align release instructions and disclosure with verified resultsawolwe
  • 2026-09-23 17:32merge: latest s/readme screenshots Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:30merge: s/readmeawolwe
  • 2026-09-23 17:29merge: s/imgawolwe
  • 2026-09-23 17:28merge: s/disclosureawolwe
  • 2026-09-23 17:28fix(S07): expand conclusion evidence on demand and link clause suffixesawolwe
  • 2026-09-23 17:27docs(S18): link S20 screenshots and architecture in READMEawolwe
  • 2026-09-23 17:26fix(S17): start service timeout after Docker buildawolwe
  • 2026-09-23 17:25docs(S19): journal covers S15-S17 and codex/* branches accepted into mainawolwe
  • 2026-09-23 17:23docs(S17): record final integrated checks and strict done requirementawolwe
  • 2026-09-23 17:23fix(S07): keep long source lists expandable in report tablesawolwe
  • 2026-09-23 17:19fix(S17): accept source case endings and require completed demoawolwe
  • 2026-09-23 17:19merge: s/img Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:19merge: s/readme Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:19merge: s/disclosure Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 17:19fix: compile Docker export proxy against backend serviceawolwe
  • 2026-09-23 17:19merge: integrate recorded S15 fixture set with current mainawolwe
  • 2026-09-23 17:16status: checkin A 17:16awolwe
  • 2026-09-23 17:15docs(S17): record completed mock demo after S15jandosom
  • 2026-09-23 17:14Merge remote-tracking branch 'origin/main' into codex/s17-mergejandosom
  • 2026-09-23 17:13status: checkin B 17:13jandosom
  • 2026-09-23 17:13merge: S15 test compatibilityjandosom
  • 2026-09-23 17:12test(S15): align legacy assertions with recorded demo fixturesCodex
  • 2026-09-23 17:11merge: codex/live-fixturesjandosom
  • 2026-09-23 17:07Merge remote-tracking branch 'origin/main' into codex/live-fixturesjandosom
  • 2026-09-23 17:07feat(S15): record fixtures for integrated pipelinejandosom
  • 2026-09-23 17:07docs(S18): document reproducible setup and verified demo limitationsjandosom
  • 2026-09-23 17:07merge: s/e2e PDF smoke contractjandosom
  • 2026-09-23 17:06fix(S17): check PDF rejection against API contractjandosom
  • 2026-09-23 17:04Merge remote-tracking branch 'origin/main' into codex/s17-mergejandosom
  • 2026-09-23 17:00feat(S15): live fixtures for the case11 kitawolwe
  • 2026-09-23 16:55docs(S20): capture mock screens and sourced architectureawolwe
  • 2026-09-23 16:54merge: s/e2ejandosom
  • 2026-09-23 16:54status: checkin B 16:54jandosom
  • 2026-09-23 16:53status: checkin A 16:53awolwe
  • 2026-09-23 16:45merge: codex/wave3-fixesjandosom
  • 2026-09-23 16:42docs(S19): record AI usage and disclosureawolwe
  • 2026-09-23 16:41fix(S17): apply PDF smoke cut and record resultjandosom
  • 2026-09-23 16:40Merge remote-tracking branch 'origin/main' into codex/live-fixturesjandosom
  • 2026-09-23 16:40feat(S15): record live demo analysis fixturesjandosom
  • 2026-09-23 16:40docs(S17): record mock e2e verificationjandosom
  • 2026-09-23 16:37Merge remote-tracking branch 'origin/main' into s/e2ejandosom
  • 2026-09-23 16:36feat(S17): cover mock demo and deployment smokejandosom
  • 2026-09-23 16:36status: checkin B 16:36jandosom
  • 2026-09-23 16:32merge: sync checkin A 16:31jandosom
  • 2026-09-23 16:32merge: s/conclusionjandosom
  • 2026-09-23 16:31status: checkin A 16:31awolwe
  • 2026-09-23 16:31merge: origin/s/conclusion into s/live-fixtures (S15 records with S14)awolwe
  • 2026-09-23 16:24docs(S15): record wait for conclusion mergeawolwe
  • 2026-09-23 16:23Merge remote-tracking branch 'origin/main' into s/live-fixtures Co-authored-by: Codex <[email скрыт]>awolwe
  • 2026-09-23 16:22docs(S14): record green verification and publication blockersawolwe
  • 2026-09-23 16:22feat(S14): build sourced conclusions and Markdown exportawolwe
  • 2026-09-23 16:13status: checkin B 16:13jandosom
  • 2026-09-23 16:10status: checkin A 16:10awolwe
  • 2026-09-23 16:08Merge remote-tracking branch 'origin/main' into codex/wave3-fixesjandosom
  • 2026-09-23 16:07merge: s/runs (Wave 3 fixes)jandosom
  • 2026-09-23 16:07merge: s/ui-wirejandosom
  • 2026-09-23 16:06merge: s/conflictsjandosom
  • 2026-09-23 16:05prompts(S15): live fixtures session and a direct demo run scriptawolwe
  • 2026-09-23 16:05merge: s/matchingjandosom
  • 2026-09-23 16:04merge: s/functionsjandosom
  • 2026-09-23 16:03docs: use integrator S16 guidancejandosom
  • 2026-09-23 16:03Merge remote-tracking branch 'origin/main' into codex/wave3-fixesjandosom
  • 2026-09-23 16:02merge: s/schemasjandosom
  • 2026-09-23 16:01Merge remote-tracking branches 'origin/s/schemas', 'origin/s/functions', 'origin/s/matching' and 'origin/s/conflicts' into codex/live-fixturesjandosom
  • 2026-09-23 15:59fix: preserve upload errors and partial conclusion reportjandosom
  • 2026-09-23 15:57prompts: integrator notes for S14, S16, S17 before wave 4awolwe
  • 2026-09-23 15:53status: checkin B 15:53jandosom
  • 2026-09-23 15:52fix(S08): conclusion LLM failure keeps the report as partial; upload tests ready for S16awolwe
  • 2026-09-23 15:49status: checkin A 15:49awolwe
  • 2026-09-23 15:42fix(S11): own VerifyDuplicatesOut so contradictory answers reach the S11 checkawolwe
  • 2026-09-23 15:41feat(S08): pass clause context, unit map and unit names to S10/S11awolwe
  • 2026-09-23 15:33status: checkin B 15:33jandosom
  • 2026-09-23 15:29Merge remote-tracking branch 'origin/main'jandosom
  • 2026-09-23 15:28status: checkin A 15:28awolwe
  • 2026-09-23 15:26docs(S11): status reportawolwe
  • 2026-09-23 15:25merge: s/runsjandosom
  • 2026-09-23 15:25feat(S11): verified duplicates and narrow conflict-of-interest rulesawolwe
  • 2026-09-23 15:21docs(S10): status reportawolwe
  • 2026-09-23 15:20feat(S10): hybrid candidates and verified one-to-many matchingawolwe
  • 2026-09-23 15:20docs(S09): status reportawolwe
  • 2026-09-23 15:19feat(S09): functions and constraints with inherited contextawolwe
  • 2026-09-23 15:18merge: sync origin/main into s/runs (S04 parse, S05 units)awolwe
  • 2026-09-23 15:18test(S01): contract smoke tests follow async runs of S08awolwe
  • 2026-09-23 15:18fix(S08): verify source quote and clause_id on both sides; several documents per versionawolwe
  • 2026-09-23 15:17docs(S12): record green build and limitsjandosom
  • 2026-09-23 15:17feat(S12): connect progress and report to run APIjandosom
  • 2026-09-23 15:15docs(S13): record green schema checks and contract limitsjandosom
  • 2026-09-23 15:14feat(S13): add strict LLM output schemas and source validatorsjandosom
  • 2026-09-23 15:10status: checkin B 15:10jandosom
  • 2026-09-23 15:09status: checkin B 15:09jandosom
  • 2026-09-23 15:08Merge remote-tracking branch 'origin/main'jandosom
  • 2026-09-23 15:06merge: s/ui-reportjandosom
  • 2026-09-23 15:06status: checkin A 15:06awolwe
  • 2026-09-23 15:05merge: s/ui-uploadjandosom
  • 2026-09-23 15:04docs(S07): record green build and report verificationjandosom
  • 2026-09-23 15:03prompts: check-in session that walks this laptop's sessions and writes hourly check-insawolwe
  • 2026-09-23 15:03feat(S07): add sourced fixture report with four tabsjandosom
  • 2026-09-23 15:00merge: s/unitsjandosom
  • 2026-09-23 15:00docs(S08): status report — ЗЕЛЕНО (Done-when), S01 stub tests need owner patchawolwe
  • 2026-09-23 14:59Merge remote-tracking branch 'origin/main'jandosom
  • 2026-09-23 14:59docs(S05): status reportawolwe
  • 2026-09-23 14:58status: checkin A 14:58awolwe
  • 2026-09-23 14:58feat(S08): run pipeline orchestrator and runs APIawolwe
  • 2026-09-23 14:58test(S05): fixtures for S04 parser payloads, kit test on real parserawolwe
  • 2026-09-23 14:57merge: s/parsejandosom
  • 2026-09-23 14:57fix(S06): enforce total upload limit before submissionjandosom
  • 2026-09-23 14:57feat(S05): unit changes before/afterawolwe
  • 2026-09-23 14:57docs: add referenced ops docs (tasks, disclosure text, launch, regulations digest, runbook, mix); drop leftover i18n keyawolwe
  • 2026-09-23 14:56docs(S04): status reportawolwe
  • 2026-09-23 14:55feat(S04): docx parsing into clauses with contextawolwe
  • 2026-09-23 14:55Merge remote-tracking branch 'origin/main' into s/parseawolwe
  • 2026-09-23 14:54docs(S06): record successful production buildjandosom
  • 2026-09-23 14:54feat(S06): add validated document upload and demo launchjandosom
  • 2026-09-23 14:49merge: s/fixturesjandosom
  • 2026-09-23 14:49merge: sync origin/main after fixtures revertjandosom
  • 2026-09-23 14:47docs(S02): record audited contract integrationjandosom
  • 2026-09-23 14:46feat(S02): align report fixtures with audited contractjandosom
  • 2026-09-23 14:45Revert "merge: s/fixtures"jandosom
  • 2026-09-23 14:43merge: sync origin/mainjandosom
  • 2026-09-23 14:43merge: s/ui-shelljandosom
  • 2026-09-23 14:43merge: s/fixturesjandosom
  • 2026-09-23 14:43chore: ignore .claude/ session worktreesawolwe
  • 2026-09-23 14:42merge: s/contractjandosom
  • 2026-09-23 14:41feat(S03): label verification and unverified findingsjandosom
  • 2026-09-23 14:41docs(S01): status report — ЗЕЛЕНО, contract branch s/contractawolwe
  • 2026-09-23 14:40feat(S01): contract — schemas, types, runs router stubsawolwe
  • 2026-09-23 14:39docs: empty-value rule between LLM schemas and domain modelsawolwe
  • 2026-09-23 14:39docs: apply audit — clause context, candidates+verification, one-to-many matches, narrow conflict rules, honest run statuses, source checks, reference diff in testsawolwe
  • 2026-09-23 14:29docs(S02): record green fixture validationjandosom
  • 2026-09-23 14:28infra: mount test documents and runtime volume into backend, DATA_DIR/RUNTIME_DIR settings, Next.js API rewrites; data: deterministic clause diff 8→9 as referenceawolwe
  • 2026-09-23 14:28feat(S02): add source-verified case11 report fixturesjandosom
  • 2026-09-23 14:14docs(S03): record UI shell validationjandosom
  • 2026-09-23 14:14feat(S03): add OrgDiff UI shell and report navigationjandosom
  • 2026-09-23 14:07docs: session prompts S04-S20, file ownership matrix, launch sheet by wavesawolwe
  • 2026-09-23 13:59chore: ruff excludes prebuilt utilitiesawolwe
  • 2026-09-23 13:59style: ruff autofix after renameawolwe
  • 2026-09-23 13:58chore: remove leftover references from the skeleton, runtime dir ignoreawolwe
  • 2026-09-23 13:58docs: case 11 statement, spec, agent rules, session prompts S01-S03, organizers' test documentsawolwe
  • 2026-09-23 13:58chore: import project skeleton prepared before the event (FastAPI + Next.js + compose, no domain logic); disclosed in README and backend/app/prebuilt/NOTICE.mdawolwe
  • 2026-09-23 12:33chore: verify push from laptop Bjandosom
Структура репозитория (1712 файлов)
.editorconfig
.env.example
.github/workflows/ci.yml
.gitignore
AGENTS.md
LICENSE
Makefile
README.md
backend/.dockerignore
backend/.python-version
backend/Dockerfile
backend/app/__init__.py
backend/app/candidates.py
backend/app/conclusion.py
backend/app/config.py
backend/app/duplicates.py
backend/app/export_md.py
backend/app/functions.py
backend/app/llm.py
backend/app/llm_schemas.py
backend/app/main.py
backend/app/matching.py
backend/app/mocks/README.md
backend/app/mocks/confirm_loss/0f1c93bfb79f7244.json
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backend/app/mocks/confirm_loss/ffe6b6a07a4c084e.json
backend/app/mocks/demo_report.json
backend/app/mocks/embeddings/007a347bcfef68edbb5b4aeda7147b37c0f86aa1ddbafa9e5aca60abe6263acd.json
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data/case11/Положение_о_внутреннем_аудите_редакция_8_обезличено.docx
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deploy/Caddyfile
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