feat: add employee news links parsing and storage

Reviewed-on: #27

.env.example

@@ -14,7 +14,5 @@ PARSER_USE_PLAYWRIGHT=false
 ADMIN_USERNAME=admin
 ADMIN_PASSWORD=change-me
 SESSION_SECRET=change-me-session-secret
-MCP_TOKEN=change-me-mcp-token
-
 API_PORT=8000
 MCP_PORT=8001

.gitignore

@@ -4,6 +4,8 @@ __pycache__/
 *.py[cod]
 *.db
 .pytest_cache/
+pytest-cache-files-*/
 .coverage
 htmlcov/
 postgres_data/
+MCP_DESCRIPTION.md

MCP_DESCRIPTION.md

@@ -0,0 +1,671 @@
+# MCP: описание работы, структуры и тулзов
+
+Документ описывает MCP endpoint сервиса `miem-employees` по текущей реализации в `app/mcp.py`.
+
+## Где находится MCP
+
+- FastAPI router: `app.mcp.router`
+- Подключение к приложению: `app/main.py`
+- HTTP endpoint: `POST /mcp`
+- Локально при обычном запуске API: `http://localhost:8000/mcp`
+- В Docker Compose через отдельный сервис `mcp`: `http://localhost:8001/mcp`
+- Авторизация на уровне приложения: отсутствует. Заголовок `Authorization` не проверяется и не влияет на ответ.
+
+Если доступ к MCP нужно ограничить, это должно делаться внешним контуром: bind на localhost, VPN, firewall, reverse proxy или отдельная сетевая политика.
+
+## Протокол
+
+Endpoint принимает JSON-RPC 2.0 over HTTP.
+
+Общий формат запроса:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "method": "tools/list",
+  "params": {}
+}
+```
+
+Общий формат успешного ответа:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "result": {}
+}
+```
+
+Общий формат ошибки:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "error": {
+    "code": -32601,
+    "message": "Method not found"
+  }
+}
+```
+
+Поддерживаемая версия MCP-протокола:
+
+```text
+2024-11-05
+```
+
+Имя сервиса:
+
+```text
+miem-employees
+```
+
+Версия сервера берется из `app.version.BACKEND_VERSION`.
+
+## Поддерживаемые JSON-RPC методы
+
+### initialize
+
+Возвращает метаданные MCP-сервера и capabilities.
+
+Запрос:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "method": "initialize",
+  "params": {}
+}
+```
+
+Ответ:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "result": {
+    "protocolVersion": "2024-11-05",
+    "serverInfo": {
+      "name": "miem-employees",
+      "version": "0.7.0"
+    },
+    "capabilities": {
+      "tools": {}
+    }
+  }
+}
+```
+
+### tools/list
+
+Возвращает список доступных tools с JSON Schema для аргументов.
+
+Запрос:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "method": "tools/list",
+  "params": {}
+}
+```
+
+Ответ содержит массив `result.tools`.
+
+### tools/call
+
+Вызывает один tool по имени.
+
+Запрос:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "method": "tools/call",
+  "params": {
+    "name": "search_employees",
+    "arguments": {
+      "query": "Сергеев",
+      "limit": 20
+    }
+  }
+}
+```
+
+Ответ tool всегда заворачивается в MCP content-массив:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "result": {
+    "content": [
+      {
+        "type": "text",
+        "text": "{\"items\":[]}"
+      }
+    ]
+  }
+}
+```
+
+Поле `text` содержит сериализованный JSON с `ensure_ascii=false`. Клиент должен распарсить это поле как JSON, если ему нужна структурированная нагрузка.
+
+## Ошибки
+
+- Неизвестный JSON-RPC метод: `code = -32601`, `message = "Method not found"`.
+- Исключения при обработке tool: `code = -32000`, `message` содержит текст исключения.
+- Если сущность не найдена внутри отдельных tools, HTTP и JSON-RPC ответ остаются успешными, а полезная нагрузка содержит `{"error": "not_found"}`.
+
+## Источники данных
+
+MCP читает данные из основной базы через SQLAlchemy session из `app.db.get_db`.
+
+Основные таблицы и модели:
+
+- `employees`: текущая карточка сотрудника, статус, профиль, `current_data`, checksum.
+- `employee_publications`: нормализованные публикации сотрудников с авторами, DOI, аннотацией, описанием, citation text и raw JSON из HSE Publications.
+- `employee_news_links`: нормализованные ссылки на новости из блока профиля «В новостях» с заголовком, URL, кратким описанием, датой, годом публикации и raw JSON карточки.
+- `crawl_runs`: история запусков парсинга.
+- `crawl_run_employee_changes`: детальные изменения сотрудников в рамках запуска.
+- `crawl_errors`: ошибки парсинга в рамках запуска.
+- `dataset_versions`: версии полного набора сотрудников.
+- `dataset_version_items`: состав конкретной версии набора сотрудников.
+
+## Общая структура employee payload
+
+Краткая карточка сотрудника:
+
+```json
+{
+  "profile_key": "staff:avsergeev",
+  "profile_id": "avsergeev",
+  "full_name": "Сергеев Алексей Викторович",
+  "status": "active",
+  "canonical_url": "https://www.hse.ru/staff/avsergeev",
+  "last_seen_at": "2026-05-14T10:00:00+00:00",
+  "dismissed_at": null
+}
+```
+
+В sync payload дополнительно отдается `checksum`.
+
+Полная карточка дополнительно содержит:
+
+```json
+{
+  "data": {
+    "contacts": {},
+    "sections": []
+  }
+}
+```
+
+`data` соответствует распарсенному JSON профиля сотрудника. Внутри `sections` могут быть секции с публикациями, курсами, ВКР, новостями, таблицами, ссылками и произвольными текстовыми блоками.
+
+Пример секции новостей внутри `data.sections`:
+
+```json
+{
+  "title": "В новостях",
+  "slug": "v_novostyah",
+  "type": "news",
+  "news_count": 1,
+  "news_links": [
+    {
+      "title": "Название новости",
+      "url": "https://www.hse.ru/news/edu/1153850518.html",
+      "summary": "Краткое описание новости.",
+      "published_at": "2026-04-28T00:00:00+00:00",
+      "published_year": 2026
+    }
+  ]
+}
+```
+
+Для новостей отдельного MCP tool сейчас нет: они доступны через `get_employee(...).data.sections` или через полную синхронизацию `sync_employees(include_data=true)`.
+
+## Tools
+
+### get_service_info
+
+Назначение: вернуть метаданные сервиса, список tools и текущую версию набора сотрудников.
+
+Аргументы: отсутствуют.
+
+Возвращает:
+
+```json
+{
+  "service_name": "miem-employees",
+  "backend_version": "0.7.0",
+  "protocolVersion": "2024-11-05",
+  "tools": [],
+  "dataset": {
+    "hash": "sha256",
+    "previous_hash": "sha256 или null",
+    "created_at": "2026-05-14T10:00:00+00:00",
+    "crawl_run_id": 123,
+    "employee_count": 100,
+    "active_count": 95,
+    "dismissed_count": 5
+  }
+}
+```
+
+Особенность: перед ответом сервис создает актуальную `dataset_version`, если текущий набор сотрудников еще не имеет версии.
+
+### sync_employees
+
+Назначение: синхронизировать клиентский кэш сотрудников по hash набора данных.
+
+Аргументы:
+
+```json
+{
+  "client_hash": "sha256 или null",
+  "include_data": true
+}
+```
+
+- `client_hash`: hash версии, которая уже есть у клиента. Если не передан, отдается полный snapshot.
+- `include_data`: управляет включением полного `data` в карточки сотрудников. По умолчанию `true`.
+
+Полный ответ без `client_hash`:
+
+```json
+{
+  "mode": "full",
+  "from_hash": null,
+  "to_hash": "current-sha256",
+  "dataset": {},
+  "items": []
+}
+```
+
+Если клиентский hash совпадает с текущим:
+
+```json
+{
+  "mode": "delta",
+  "from_hash": "current-sha256",
+  "to_hash": "current-sha256",
+  "dataset": {},
+  "changes": {
+    "added": [],
+    "updated": [],
+    "dismissed": [],
+    "removed": []
+  }
+}
+```
+
+Если `client_hash` неизвестен серверу:
+
+```json
+{
+  "mode": "full",
+  "from_hash": "missing",
+  "to_hash": "current-sha256",
+  "dataset": {},
+  "items": [],
+  "reason": "unknown_client_hash"
+}
+```
+
+Если `client_hash` найден и отличается от текущего:
+
+```json
+{
+  "mode": "delta",
+  "from_hash": "old-sha256",
+  "to_hash": "current-sha256",
+  "dataset": {},
+  "changes": {
+    "added": [],
+    "updated": [],
+    "dismissed": [],
+    "removed": []
+  }
+}
+```
+
+Логика delta:
+
+- `added`: сотрудник появился в новой версии.
+- `updated`: изменился checksum или статус, и сотрудник активен.
+- `dismissed`: сотрудник есть в новой версии, но получил статус `dismissed`.
+- `removed`: `profile_key` был в старой версии, но отсутствует в новой.
+
+Hash набора считается по отсортированному списку `{profile_key, status, checksum}`.
+
+### search_employees
+
+Назначение: найти сотрудников по ФИО или canonical URL.
+
+Аргументы:
+
+```json
+{
+  "query": "Сергеев",
+  "status": "active",
+  "limit": 20
+}
+```
+
+- `query`: обязательный по schema, но в коде пустая строка означает поиск без текстового фильтра.
+- `status`: опционально, только `active` или `dismissed`.
+- `limit`: максимум 100, по умолчанию 20.
+
+Возвращает массив кратких employee payload без `data`:
+
+```json
+[
+  {
+    "profile_key": "staff:avsergeev",
+    "profile_id": "avsergeev",
+    "full_name": "Сергеев Алексей Викторович",
+    "status": "active",
+    "canonical_url": "https://www.hse.ru/staff/avsergeev",
+    "last_seen_at": "2026-05-14T10:00:00+00:00",
+    "dismissed_at": null
+  }
+]
+```
+
+### get_employee
+
+Назначение: получить одну карточку сотрудника.
+
+Аргументы:
+
+```json
+{
+  "profile_id_or_url": "avsergeev"
+}
+```
+
+Поиск выполняется по:
+
+- `profile_key`
+- `profile_id`
+- точному `canonical_url`
+- частичному совпадению `canonical_url`
+
+Возвращает полный employee payload с `data`.
+
+Если сотрудник не найден:
+
+```json
+{
+  "error": "not_found"
+}
+```
+
+### list_employee_publications
+
+Назначение: вернуть публикации сотрудника. Если есть нормализованные строки в `employee_publications`, tool возвращает детальные публикационные данные: авторов, DOI, аннотацию, описание, citation text, год, тип, язык, статус и ссылки. Если детальная таблица еще не заполнена, tool использует старый fallback из `employees.current_data.sections[].publications`.
+
+Аргументы:
+
+```json
+{
+  "profile_id_or_url": "avsergeev"
+}
+```
+
+Поиск сотрудника выполняется так же, как в `get_employee`: по `profile_key`, `profile_id`, точному или частичному `canonical_url`.
+
+Порядок источников:
+
+- сначала `employee_publications`, отсортированные по году, названию и внутреннему id;
+- если записей нет, секции `current_data.sections` с `type = "publications"` и массивами `publications`.
+
+Ответ:
+
+```json
+{
+  "employee": {
+    "profile_key": "org_person:803294906",
+    "profile_id": "803294906",
+    "full_name": "Борисов Сергей Петрович",
+    "status": "active",
+    "canonical_url": "https://www.hse.ru/org/persons/803294906",
+    "last_seen_at": "2026-05-14T10:00:00+00:00",
+    "dismissed_at": null
+  },
+  "items": [
+    {
+      "id": "888959076",
+      "publication_id": "888959076",
+      "title": "Название публикации",
+      "text": "Краткое описание или citation",
+      "url": "https://publications.hse.ru/view/888959076",
+      "year": 2023,
+      "type": "ARTICLE",
+      "publication_type": "ARTICLE",
+      "language": "ru",
+      "status": 1,
+      "doi_url": "https://doi.org/10.53921/18195822_2023_23_4_624",
+      "other_url": "https://example.test",
+      "document_url": "https://example.test/file.pdf",
+      "citation_text": "Авторы. Название публикации // Журнал. 2023.",
+      "annotation": {
+        "ru": "Аннотация",
+        "en": "Abstract"
+      },
+      "description": {
+        "main": "Авторы. Название публикации // Журнал. 2023."
+      },
+      "authors": [
+        {
+          "id": "803294906",
+          "href": "https://www.hse.ru/org/persons/803294906",
+          "title_ru": "Борисов С. П.",
+          "title_en": "",
+          "reverse_title_ru": "С. П. Борисов",
+          "reverse_title_en": "",
+          "alt_name": "S. P. Borisov",
+          "other_name": null,
+          "is_current_employee": true
+        }
+      ]
+    }
+  ]
+}
+```
+
+В fallback-режиме из `current_data` старые элементы могут содержать только базовые поля `title`, `text`, `url` и `id`.
+
+Если сотрудник не найден:
+
+```json
+{
+  "items": []
+}
+```
+
+Если сотрудник найден, но публикаций нет:
+
+```json
+{
+  "employee": {},
+  "items": []
+}
+```
+
+### list_employee_courses
+
+Назначение: вернуть курсы преподавания сотрудника из распарсенных секций профиля.
+
+Аргументы:
+
+```json
+{
+  "profile_id_or_url": "avsergeev"
+}
+```
+
+Сервис ищет секции `current_data.sections` с `type = "courses_by_year"` и объединяет массивы `courses`.
+
+Ответ:
+
+```json
+{
+  "employee": {},
+  "items": [
+    {
+      "title": "Название курса",
+      "url": "https://..."
+    }
+  ]
+}
+```
+
+Если сотрудник или данные профиля отсутствуют:
+
+```json
+{
+  "items": []
+}
+```
+
+### get_crawl_status
+
+Назначение: вернуть последний запуск парсинга.
+
+Аргументы: отсутствуют.
+
+Ответ:
+
+```json
+{
+  "id": 123,
+  "status": "completed",
+  "source_url": "https://miem.hse.ru/persons",
+  "started_at": "2026-05-14T10:00:00+00:00",
+  "finished_at": "2026-05-14T10:10:00+00:00",
+  "found_count": 100,
+  "parsed_count": 98,
+  "error_count": 2,
+  "dismissed_count": 1
+}
+```
+
+Если запусков еще не было:
+
+```json
+{
+  "status": "never_run"
+}
+```
+
+### get_crawl_run_details
+
+Назначение: вернуть детальную информацию по конкретному запуску парсинга: summary, изменения сотрудников и ошибки.
+
+Аргументы:
+
+```json
+{
+  "run_id": 123
+}
+```
+
+Ответ:
+
+```json
+{
+  "id": 123,
+  "source_url": "https://miem.hse.ru/persons",
+  "status": "completed",
+  "status_display": "Завершен",
+  "started_at": "2026-05-14T10:00:00+00:00",
+  "finished_at": "2026-05-14T10:10:00+00:00",
+  "started_display": "14.05.2026 13:00",
+  "finished_display": "14.05.2026 13:10",
+  "found_count": 100,
+  "parsed_count": 98,
+  "new_count": 3,
+  "error_count": 2,
+  "dismissed_count": 1,
+  "processed_count": 100,
+  "progress_percent": 100.0,
+  "message": null,
+  "changes_detail_available": true,
+  "changes": {
+    "new": [],
+    "missing_from_source": [],
+    "dismissed": []
+  },
+  "errors": []
+}
+```
+
+Если запуск не найден:
+
+```json
+{
+  "error": "not_found"
+}
+```
+
+## Примеры curl
+
+Список tools:
+
+```bash
+curl http://localhost:8001/mcp \
+  -H "Content-Type: application/json" \
+  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
+```
+
+Поиск сотрудника:
+
+```bash
+curl http://localhost:8001/mcp \
+  -H "Content-Type: application/json" \
+  -d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"search_employees","arguments":{"query":"Сергеев","limit":5}}}'
+```
+
+Полная синхронизация:
+
+```bash
+curl http://localhost:8001/mcp \
+  -H "Content-Type: application/json" \
+  -d '{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"sync_employees","arguments":{"include_data":false}}}'
+```
+
+Delta-синхронизация:
+
+```bash
+curl http://localhost:8001/mcp \
+  -H "Content-Type: application/json" \
+  -d '{"jsonrpc":"2.0","id":4,"method":"tools/call","params":{"name":"sync_employees","arguments":{"client_hash":"known-sha256","include_data":true}}}'
+```
+
+## Как MCP используется клиентом
+
+1. Клиент вызывает `initialize` и проверяет `protocolVersion`.
+2. Клиент вызывает `tools/list`, чтобы получить актуальный список tools и input schemas.
+3. Для поиска и точечных запросов клиент вызывает `tools/call` с `search_employees`, `get_employee`, `list_employee_publications`, `list_employee_courses`, `get_crawl_status` или `get_crawl_run_details`.
+4. Для локального кэша клиент вызывает `get_service_info` или `sync_employees`.
+5. Клиент хранит последний `dataset.hash`.
+6. При следующей синхронизации клиент передает hash как `client_hash`.
+7. Сервер возвращает пустую delta, delta с изменениями или полный snapshot, если hash неизвестен.
+
+## Важные особенности реализации
+
+- MCP endpoint read-only: tools не запускают парсинг и не меняют сотрудников напрямую.
+- `get_service_info` и `sync_employees` могут создать новую запись `dataset_versions`, если состояние сотрудников изменилось и новой версии еще нет.
+- Все tool payloads возвращаются как JSON-строка внутри `content[0].text`.
+- `search_employees` ищет через `ilike` по `full_name` и `canonical_url`.
+- `get_employee` допускает частичный URL, поэтому строка `133709486` может найти `https://www.hse.ru/org/persons/133709486`.
+- Временные значения сериализуются через `isoformat()`, display-поля для админских payload формируются в часовом поясе `Europe/Moscow`.

README.md

@@ -6,10 +6,10 @@
 
 - `api`: FastAPI, REST API, HTML-админка, healthcheck.
 - `worker`: weekly scheduler, который запускает парсинг по `CRAWL_CRON`.
-- `mcp`: HTTP MCP endpoint с bearer token.
+- `mcp`: открытый HTTP MCP endpoint для ИИ-агентов.
 - `postgres`: основная БД.
 
-Парсер использует фиксированный источник сотрудников, по умолчанию `https://miem.hse.ru/persons`. Для каждой карточки сохраняются ФИО, должности, год начала работы, контакты, идентификаторы, вкладки профиля, секции, публикации, курсы, ВКР, JSON-снапшот и сжатый HTML-снапшот. Ссылки обходятся только из меню профиля самого сотрудника (`person-menu`), например `#sci`, `#teaching`, `#main`.
+Парсер использует фиксированный источник сотрудников, по умолчанию `https://miem.hse.ru/persons`. Для каждой карточки сохраняются ФИО, должности, год начала работы, контакты, идентификаторы, вкладки профиля, секции, публикации, курсы, ВКР, новости, JSON-снапшот и сжатый HTML-снапшот. Детальные публикации дополнительно нормализуются в отдельную таблицу `employee_publications`, а новости из блока «В новостях» — в `employee_news_links`. Ссылки обходятся только из меню профиля самого сотрудника (`person-menu`), например `#sci`, `#teaching`, `#main`.
 
 ## Переменные окружения
 
@@ -27,7 +27,6 @@ cp .env.example .env
 - `CRAWL_LIMIT`: опциональный лимит профилей для тестового запуска.
 - `ADMIN_USERNAME`, `ADMIN_PASSWORD`: логин и пароль админки.
 - `SESSION_SECRET`: секрет подписи cookie.
-- `MCP_TOKEN`: bearer token для `/mcp`.
 - `PARSER_USE_PLAYWRIGHT`: включение Playwright-рендера динамических вкладок.
 
 ## Локальный запуск
@@ -45,7 +44,6 @@ uvicorn app.main:app --reload
 
 - `Dashboard`: общая статистика, последний добавленный сотрудник, прогресс текущего/последнего парсинга и ручной запуск.
 - `Directory`: настраиваемая таблица сотрудников с фильтрами, сортировкой, пагинацией и выбором колонок.
-- `Employees`: простая legacy-таблица сотрудников.
 - `Runs`: история запусков, ошибки и progress bar.
 
 ## Docker Compose
@@ -60,7 +58,27 @@ docker compose up --build
 - MCP: `http://localhost:8001/mcp`
 - Postgres: `localhost:5432`
 
-Таблицы создаются приложением при старте. SQL-миграция для ручного применения лежит в `migrations/001_init.sql`.
+Таблицы создаются приложением при старте. При обновлении существующей базы приложение также добавляет недостающие runtime-колонки, например `crawl_runs.skipped_count`. SQL-миграции для ручного применения лежат в `migrations/`.
+
+## Наполнение БД
+
+Основная карточка сотрудника хранится в `employees`: профиль, статус, даты обнаружения/увольнения, текущий JSON `current_data`, checksum и версия парсера. История успешных изменений сохраняется в `employee_snapshots` вместе с JSON-снимком и сжатым HTML профиля.
+
+Публикации теперь хранятся в двух видах:
+
+- краткий список остается внутри `employees.current_data.sections[].publications` для обратной совместимости;
+- детальные записи сохраняются в `employee_publications` и связываются с сотрудником через `employee_id`.
+
+`employee_publications` содержит `publication_id`, название, год, тип публикации, язык, статус, ссылку на карточку HSE Publications, DOI, внешние/document-ссылки, citation text, аннотацию, описание, авторов, raw JSON ответа `searchPubs` и `source_hash` для безопасного повторного upsert. Уникальность поддерживается по `(employee_id, publication_id)` и `(employee_id, source_hash)`, поэтому повторный crawl не должен создавать дубликаты.
+
+`list_employee_publications` сначала читает `employee_publications`; если детальных строк еще нет, возвращает старые публикации из `current_data`.
+
+Новости сотрудников также хранятся в двух видах:
+
+- краткий список остается внутри `employees.current_data.sections[].news_links`;
+- нормализованные карточки из вкладки «В новостях» сохраняются в `employee_news_links`.
+
+`employee_news_links` содержит название новости, ссылку, краткое описание, дату публикации, год публикации, raw JSON карточки и `source_hash`. Уникальность поддерживается по `(employee_id, url)` и `(employee_id, source_hash)`, поэтому повторный crawl не создает дубликаты.
 
 ## Парсинг
 
@@ -75,32 +93,43 @@ curl -X POST http://localhost:8000/api/crawl-runs --cookie "miem_admin_session=.
 - найденные сотрудники получают статус `active` и обновленный `last_seen_at`;
 - новые сотрудники добавляются в `employees`;
 - количество новых сотрудников за запуск сохраняется в `crawl_runs.new_count`;
+- публикации из HSE Publications записываются в `employee_publications`, а краткий список остается в JSON профиля;
+- новости из блока «В новостях» записываются в `employee_news_links`, а краткий список остается в JSON профиля;
 - активные сотрудники, исчезнувшие из текущего списка источника, получают статус `dismissed` и `dismissed_at`;
-- каждый успешный разбор сохраняет запись в `employee_snapshots`.
+- каждый успешный новый или измененный разбор сохраняет запись в `employee_snapshots`;
+- неизмененные профили учитываются в `crawl_runs.skipped_count` и не получают новый snapshot.
 
-Во время выполнения парсинга `found_count`, `parsed_count` и `error_count` обновляются в базе. Админка опрашивает `/api/crawl-runs/latest` и показывает прогресс как `parsed_count + error_count / found_count`.
+Во время выполнения парсинга `found_count`, `parsed_count`, `skipped_count` и `error_count` обновляются в базе. Админка опрашивает `/api/crawl-runs/latest` и показывает прогресс как `(parsed_count + skipped_count + error_count) / found_count`.
 
 ## MCP
 
-Endpoint: `POST /mcp`, авторизация `Authorization: Bearer <MCP_TOKEN>`.
+Endpoint: `POST /mcp`, без авторизации на уровне приложения.
 
 Поддерживаемые tools:
 
+- `get_service_info()`
+- `sync_employees(client_hash?, include_data?)`
 - `search_employees(query, status?, limit?)`
 - `get_employee(profile_id_or_url)`
-- `list_employee_publications(profile_id_or_url)`
+- `list_employee_publications(profile_id_or_url)` — публикации сотрудника; при наличии данных из `employee_publications` возвращает авторов, DOI, аннотацию, описание, citation text, год, тип, язык, статус и ссылку HSE Publications.
 - `list_employee_courses(profile_id_or_url)`
 - `get_crawl_status()`
+- `get_crawl_run_details(run_id)`
 
-Пример:
+`get_service_info` возвращает метаданные сервиса, список tools и текущую версию набора сотрудников. `sync_employees` отдает полный snapshot или delta по `client_hash`; checksum набора строится по сотрудникам, их статусам и текущим checksums. Ответы tools возвращаются как JSON-строка внутри MCP `content[0].text`.
+
+Новости сотрудника отдельной MCP tool не имеют: они доступны в `get_employee(...).data.sections` и `sync_employees(include_data=true)` как секция `type = "news"` с массивом `news_links`.
+
+Пример локального запроса списка tools:
 
 ```bash
 curl http://localhost:8001/mcp \
-  -H "Authorization: Bearer change-me-mcp-token" \
   -H "Content-Type: application/json" \
   -d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
 ```
 
+Если MCP нужно ограничить, делайте это на сетевом уровне: localhost binding, VPN, firewall, reverse proxy или другой внешний контур доступа.
+
 ## Обслуживание
 
 ```bash
@@ -110,4 +139,4 @@ docker compose exec postgres pg_dump -U miem miem_workers > backup.sql
 docker compose down
 ```
 
-Версия сервиса: `0.2.0`. Админка всегда показывает версии backend и frontend в footer.
+Версия сервиса: `0.7.0`. Админка всегда показывает версии backend и frontend в footer.

app/admin.py

@@ -1,15 +1,23 @@
 from fastapi import APIRouter, BackgroundTasks, Depends, Form, Request
 from fastapi.responses import HTMLResponse, RedirectResponse
 from fastapi.templating import Jinja2Templates
-from sqlalchemy import desc, func, or_, select
+from sqlalchemy import desc, func, select
 from sqlalchemy.orm import Session
 
 from app.config import Settings, get_settings
 from app.db import SessionLocal, get_db
 from app.models import CrawlError, CrawlRun, Employee
 from app.security import SESSION_COOKIE, require_admin, sign_session, verify_admin
-from app.services.admin_data import list_employees_page, run_payload, stats_payload
+from app.services.admin_data import (
+    employee_detail_payload,
+    format_admin_datetime,
+    list_employees_page,
+    run_detail_payload,
+    run_payload,
+    stats_payload,
+)
 from app.services.crawl_control import get_running_run, run_crawl_if_idle
+from app.services.crawler import refresh_employee
 from app.version import BACKEND_VERSION, FRONTEND_VERSION
 
 router = APIRouter(prefix="/admin")
@@ -22,8 +30,9 @@ def dashboard(request: Request, db: Session = Depends(get_db), settings: Setting
     counts = stats_payload(db)
     counts["runs"] = db.scalar(select(func.count()).select_from(CrawlRun)) or 0
     counts["errors"] = db.scalar(select(func.count()).select_from(CrawlError)) or 0
-    runs = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(10)).all()
+    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(5)).all()
-    return _render(request, "dashboard.html", {"counts": counts, "runs": runs, "latest_run": run_payload(runs[0]) if runs else None})
+    runs = [run_payload(run) for run in run_models]
+    return _render(request, "dashboard.html", {"counts": counts, "runs": runs, "latest_run": runs[0] if runs else None})
 
 
 @router.get("/login", response_class=HTMLResponse)
@@ -57,18 +66,10 @@ def employees(
     request: Request,
     status: str | None = None,
     q: str | None = None,
-    db: Session = Depends(get_db),
     settings: Settings = Depends(get_settings),
 ):
     require_admin(request, settings)
-    stmt = select(Employee)
+    return RedirectResponse("/admin/directory", status_code=303)
-    if status:
-        stmt = stmt.where(Employee.status == status)
-    if q:
-        pattern = f"%{q}%"
-        stmt = stmt.where(or_(Employee.full_name.ilike(pattern), Employee.canonical_url.ilike(pattern)))
-    items = db.scalars(stmt.order_by(Employee.full_name).limit(200)).all()
-    return _render(request, "employees.html", {"employees": items, "status": status or "", "q": q or ""})
 
 
 @router.get("/directory", response_class=HTMLResponse)
@@ -115,7 +116,7 @@ def directory(
                 "has_email": has_email or "",
                 "sort": sort,
                 "direction": direction,
-                "limit": limit,
+                "limit": page["limit"],
                 "offset": offset,
             },
         },
@@ -133,18 +134,65 @@ def employee_detail(
     employee = db.get(Employee, employee_id)
     if not employee:
         return RedirectResponse("/admin/employees", status_code=303)
-    snapshots = sorted(employee.snapshots, key=lambda item: item.captured_at, reverse=True)[:20]
+    snapshots = [
-    return _render(request, "employee_detail.html", {"employee": employee, "snapshots": snapshots})
+        {
+            "captured_display": format_admin_datetime(snapshot.captured_at),
+            "checksum": snapshot.checksum,
+            "parser_version": snapshot.parser_version,
+        }
+        for snapshot in sorted(employee.snapshots, key=lambda item: item.captured_at, reverse=True)[:20]
+    ]
+    return _render(
+        request,
+        "employee_detail.html",
+        {
+            "employee": employee,
+            "employee_view": employee_detail_payload(employee),
+            "snapshots": snapshots,
+            "refresh_status": request.query_params.get("refresh_status"),
+        },
+    )
+
+
+@router.post("/employees/{employee_id}/refresh")
+def refresh_employee_detail(
+    employee_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    employee = db.get(Employee, employee_id)
+    if not employee:
+        return RedirectResponse("/admin/directory", status_code=303)
+    run = refresh_employee(db, employee, settings)
+    status = "success" if run.status == "completed" else "error"
+    return RedirectResponse(f"/admin/employees/{employee_id}?refresh_status={status}", status_code=303)
 
 
 @router.get("/runs", response_class=HTMLResponse)
 def runs(request: Request, db: Session = Depends(get_db), settings: Settings = Depends(get_settings)):
     require_admin(request, settings)
-    items = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(50)).all()
+    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(50)).all()
+    items = [run_payload(run) for run in run_models]
     errors = db.scalars(select(CrawlError).order_by(desc(CrawlError.created_at)).limit(50)).all()
     return _render(request, "runs.html", {"runs": items, "errors": errors})
 
 
+@router.get("/runs/{run_id}", response_class=HTMLResponse)
+def run_detail(
+    run_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    run = db.get(CrawlRun, run_id)
+    if not run:
+        return RedirectResponse("/admin/runs", status_code=303)
+    return _render(request, "run_detail.html", {"run": run_detail_payload(db, run)})
+
+
 @router.post("/runs")
 def trigger_run(
     request: Request,
@@ -190,7 +238,7 @@ def _render(request: Request, template: str, context: dict, status_code: int = 2
         "frontend_version": FRONTEND_VERSION,
         **context,
     }
-    return templates.TemplateResponse(template, payload, status_code=status_code)
+    return templates.TemplateResponse(request, template, payload, status_code=status_code)
 
 
 def _parse_date(value: str | None):

app/api.py

@@ -8,7 +8,7 @@ from app.config import Settings, get_settings
 from app.db import SessionLocal, get_db
 from app.models import CrawlRun, Employee
 from app.security import require_admin
-from app.services.admin_data import employee_display_payload, list_employees_page, run_payload, stats_payload
+from app.services.admin_data import employee_display_payload, list_employees_page, run_detail_payload, run_payload, stats_payload
 from app.services.crawl_control import get_running_run, run_crawl_if_idle
 from app.version import BACKEND_VERSION, FRONTEND_VERSION
 
@@ -88,6 +88,20 @@ def latest_crawl_run(
     return {"running": run_payload(running), "latest": run_payload(latest)}
 
 
+@router.get("/crawl-runs/{run_id}")
+def get_crawl_run(
+    run_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_admin(request, settings)
+    run = db.get(CrawlRun, run_id)
+    if not run:
+        return {"error": "not_found"}
+    return run_detail_payload(db, run) or {"error": "not_found"}
+
+
 @router.post("/crawl-runs")
 def trigger_crawl(
     request: Request,

app/config.py

@@ -1,5 +1,5 @@
 from functools import lru_cache
-from pydantic import Field
+from pydantic import Field, field_validator
 from pydantic_settings import BaseSettings, SettingsConfigDict
 
 
@@ -17,8 +17,13 @@ class Settings(BaseSettings):
     admin_username: str = "admin"
     admin_password: str = "admin"
     session_secret: str = Field(default="dev-session-secret", min_length=8)
-    mcp_token: str = "dev-mcp-token"
 
+    @field_validator("crawl_limit", mode="before")
+    @classmethod
+    def empty_crawl_limit_as_none(cls, value):
+        if value == "":
+            return None
+        return value
 
 @lru_cache
 def get_settings() -> Settings:

app/db.py

@@ -1,6 +1,6 @@
 from collections.abc import Generator
 
-from sqlalchemy import create_engine
+from sqlalchemy import create_engine, inspect, text
 from sqlalchemy.orm import DeclarativeBase, Session, sessionmaker
 
 from app.config import get_settings
@@ -25,6 +25,28 @@ def init_db() -> None:
     import app.models  # noqa: F401
 
     Base.metadata.create_all(bind=engine)
+    _ensure_runtime_schema()
+
+
+def _ensure_runtime_schema() -> None:
+    import app.models as models
+
+    inspector = inspect(engine)
+    table_names = set(inspector.get_table_names())
+    if "employees" in table_names and "employee_publications" not in table_names:
+        models.EmployeePublication.__table__.create(bind=engine, checkfirst=True)
+        inspector = inspect(engine)
+        table_names = set(inspector.get_table_names())
+    if "employees" in table_names and "employee_news_links" not in table_names:
+        models.EmployeeNewsLink.__table__.create(bind=engine, checkfirst=True)
+        inspector = inspect(engine)
+        table_names = set(inspector.get_table_names())
+    if "crawl_runs" not in table_names:
+        return
+    crawl_run_columns = {column["name"] for column in inspector.get_columns("crawl_runs")}
+    if "skipped_count" not in crawl_run_columns:
+        with engine.begin() as connection:
+            connection.execute(text("ALTER TABLE crawl_runs ADD COLUMN skipped_count INTEGER NOT NULL DEFAULT 0"))
 
 
 def get_db() -> Generator[Session, None, None]:

app/mcp.py

@@ -4,15 +4,34 @@ from fastapi import APIRouter, Depends, Request
 from sqlalchemy import desc, or_, select
 from sqlalchemy.orm import Session
 
-from app.config import Settings, get_settings
 from app.db import get_db
-from app.models import CrawlRun, Employee
+from app.models import CrawlRun, Employee, EmployeePublication
-from app.security import require_mcp_token
+from app.services.admin_data import run_detail_payload
+from app.services.dataset_versions import service_info_payload, sync_employees_payload
+from app.version import BACKEND_VERSION
 
 router = APIRouter(prefix="/mcp")
+PROTOCOL_VERSION = "2024-11-05"
+SERVICE_NAME = "miem-employees"
 
 
 TOOLS = [
+    {
+        "name": "get_service_info",
+        "description": "Return service metadata, supported tools, and current dataset version.",
+        "inputSchema": {"type": "object", "properties": {}},
+    },
+    {
+        "name": "sync_employees",
+        "description": "Synchronize employees by dataset hash. Returns a full snapshot or a delta from client_hash.",
+        "inputSchema": {
+            "type": "object",
+            "properties": {
+                "client_hash": {"type": "string"},
+                "include_data": {"type": "boolean", "default": True},
+            },
+        },
+    },
     {
         "name": "search_employees",
         "description": "Search MIEM employees by name or profile URL.",
@@ -33,7 +52,10 @@ TOOLS = [
     },
     {
         "name": "list_employee_publications",
-        "description": "List publications parsed from an employee profile.",
+        "description": (
+            "List employee publications with detailed fields when available: authors, DOI URL, annotation, "
+            "description, citation text, year, publication type, language, status, and HSE Publications URL."
+        ),
         "inputSchema": {"type": "object", "properties": {"profile_id_or_url": {"type": "string"}}, "required": ["profile_id_or_url"]},
     },
     {
@@ -46,6 +68,15 @@ TOOLS = [
         "description": "Return the latest crawl run status.",
         "inputSchema": {"type": "object", "properties": {}},
     },
+    {
+        "name": "get_crawl_run_details",
+        "description": "Return detailed employee changes and errors for one crawl run.",
+        "inputSchema": {
+            "type": "object",
+            "properties": {"run_id": {"type": "integer"}},
+            "required": ["run_id"],
+        },
+    },
 ]
 
 
@@ -53,9 +84,7 @@ TOOLS = [
 async def mcp_http(
     request: Request,
     db: Session = Depends(get_db),
-    settings: Settings = Depends(get_settings),
 ) -> dict:
-    require_mcp_token(request, settings)
     payload = await request.json()
     method = payload.get("method")
     request_id = payload.get("id")
@@ -64,8 +93,8 @@ async def mcp_http(
     try:
         if method == "initialize":
             result = {
-                "protocolVersion": "2024-11-05",
+                "protocolVersion": PROTOCOL_VERSION,
-                "serverInfo": {"name": "miem-employees", "version": "0.1.0"},
+                "serverInfo": {"name": SERVICE_NAME, "version": BACKEND_VERSION},
                 "capabilities": {"tools": {}},
             }
         elif method == "tools/list":
@@ -80,6 +109,24 @@ async def mcp_http(
 
 
 def _call_tool(db: Session, name: str, arguments: dict) -> dict:
+    if name == "get_service_info":
+        return _tool_response(
+            service_info_payload(
+                db,
+                tools=TOOLS,
+                service_name=SERVICE_NAME,
+                backend_version=BACKEND_VERSION,
+                protocol_version=PROTOCOL_VERSION,
+            )
+        )
+    if name == "sync_employees":
+        return _tool_response(
+            sync_employees_payload(
+                db,
+                client_hash=arguments.get("client_hash"),
+                include_data=bool(arguments.get("include_data", True)),
+            )
+        )
     if name == "search_employees":
         return _tool_response(_search_employees(db, arguments))
     if name == "get_employee":
@@ -94,6 +141,9 @@ def _call_tool(db: Session, name: str, arguments: dict) -> dict:
     if name == "get_crawl_status":
         run = db.scalar(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(1))
         return _tool_response(_run_payload(run) if run else {"status": "never_run"})
+    if name == "get_crawl_run_details":
+        run = db.get(CrawlRun, int(arguments["run_id"]))
+        return _tool_response(run_detail_payload(db, run) if run else {"error": "not_found"})
     raise ValueError(f"Unknown tool: {name}")
 
 
@@ -124,8 +174,14 @@ def _find_employee(db: Session, value: str) -> Employee | None:
 
 
 def _collect_section_items(employee: Employee | None, section_type: str) -> dict:
-    if not employee or not employee.current_data:
+    if not employee:
         return {"items": []}
+    if section_type == "publications":
+        publications = _stored_publications(employee)
+        if publications:
+            return {"employee": _employee_payload(employee, include_data=False), "items": publications}
+    if not employee.current_data:
+        return {"employee": _employee_payload(employee, include_data=False), "items": []}
     items = []
     for section in employee.current_data.get("sections") or []:
         if section.get("type") != section_type:
@@ -137,6 +193,41 @@ def _collect_section_items(employee: Employee | None, section_type: str) -> dict
     return {"employee": _employee_payload(employee, include_data=False), "items": items}
 
 
+def _stored_publications(employee: Employee) -> list[dict]:
+    return [_publication_payload(publication) for publication in sorted(employee.publications, key=_publication_sort_key)]
+
+
+def _publication_sort_key(publication: EmployeePublication) -> tuple:
+    return (publication.year or 0, publication.title or "", publication.id)
+
+
+def _publication_payload(publication: EmployeePublication) -> dict:
+    text = publication.citation_text or publication.title
+    payload = {
+        "id": publication.publication_id,
+        "publication_id": publication.publication_id,
+        "title": publication.title,
+        "text": text,
+        "url": publication.url,
+    }
+    optional = {
+        "year": publication.year,
+        "type": publication.publication_type,
+        "publication_type": publication.publication_type,
+        "language": publication.language,
+        "status": publication.status,
+        "doi_url": publication.doi_url,
+        "other_url": publication.other_url,
+        "document_url": publication.document_url,
+        "citation_text": publication.citation_text,
+        "annotation": publication.annotation,
+        "description": publication.description,
+        "authors": publication.authors,
+    }
+    payload.update({key: value for key, value in optional.items() if value not in (None, [], {})})
+    return payload
+
+
 def _employee_payload(employee: Employee, include_data: bool = True) -> dict:
     payload = {
         "profile_key": employee.profile_key,
@@ -161,6 +252,7 @@ def _run_payload(run: CrawlRun) -> dict:
         "finished_at": run.finished_at.isoformat() if run.finished_at else None,
         "found_count": run.found_count,
         "parsed_count": run.parsed_count,
+        "skipped_count": run.skipped_count,
         "error_count": run.error_count,
         "dismissed_count": run.dismissed_count,
     }

app/models.py

@@ -41,6 +41,9 @@ class Employee(Base):
 
     snapshots: Mapped[list["EmployeeSnapshot"]] = relationship(back_populates="employee")
     tabs: Mapped[list["ProfileTab"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+    publications: Mapped[list["EmployeePublication"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+    news_links: Mapped[list["EmployeeNewsLink"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+    crawl_run_changes: Mapped[list["CrawlRunEmployeeChange"]] = relationship(back_populates="employee")
 
 
 class EmployeeSnapshot(Base):
@@ -59,6 +62,68 @@ class EmployeeSnapshot(Base):
     employee: Mapped[Employee] = relationship(back_populates="snapshots")
 
 
+class EmployeePublication(Base):
+    __tablename__ = "employee_publications"
+    __table_args__ = (
+        UniqueConstraint("employee_id", "publication_id", name="uq_employee_publications_employee_publication"),
+        UniqueConstraint("employee_id", "source_hash", name="uq_employee_publications_employee_source_hash"),
+        Index("ix_employee_publications_employee_id", "employee_id"),
+        Index("ix_employee_publications_publication_id", "publication_id"),
+        Index("ix_employee_publications_doi_url", "doi_url"),
+        Index("ix_employee_publications_year", "year"),
+        Index("ix_employee_publications_publication_type", "publication_type"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id", ondelete="CASCADE"), nullable=False)
+    publication_id: Mapped[str | None] = mapped_column(String(64))
+    title: Mapped[str] = mapped_column(Text, nullable=False)
+    year: Mapped[int | None] = mapped_column(Integer)
+    publication_type: Mapped[str | None] = mapped_column(String(64))
+    language: Mapped[str | None] = mapped_column(String(16))
+    status: Mapped[int | None] = mapped_column(Integer)
+    url: Mapped[str | None] = mapped_column(Text)
+    doi_url: Mapped[str | None] = mapped_column(Text)
+    other_url: Mapped[str | None] = mapped_column(Text)
+    document_url: Mapped[str | None] = mapped_column(Text)
+    citation_text: Mapped[str | None] = mapped_column(Text)
+    annotation: Mapped[dict | None] = mapped_column(json_type)
+    description: Mapped[dict | None] = mapped_column(json_type)
+    authors: Mapped[list | None] = mapped_column(json_type)
+    raw_data: Mapped[dict | None] = mapped_column(json_type)
+    source_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, onupdate=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="publications")
+
+
+class EmployeeNewsLink(Base):
+    __tablename__ = "employee_news_links"
+    __table_args__ = (
+        UniqueConstraint("employee_id", "url", name="uq_employee_news_links_employee_url"),
+        UniqueConstraint("employee_id", "source_hash", name="uq_employee_news_links_employee_source_hash"),
+        Index("ix_employee_news_links_employee_id", "employee_id"),
+        Index("ix_employee_news_links_url", "url"),
+        Index("ix_employee_news_links_published_at", "published_at"),
+        Index("ix_employee_news_links_published_year", "published_year"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id", ondelete="CASCADE"), nullable=False)
+    title: Mapped[str] = mapped_column(Text, nullable=False)
+    url: Mapped[str | None] = mapped_column(Text)
+    summary: Mapped[str | None] = mapped_column(Text)
+    published_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    published_year: Mapped[int | None] = mapped_column(Integer)
+    source_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    raw_data: Mapped[dict | None] = mapped_column(json_type)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, onupdate=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="news_links")
+
+
 class CrawlRun(Base):
     __tablename__ = "crawl_runs"
 
@@ -69,11 +134,38 @@ class CrawlRun(Base):
     finished_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
     found_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     parsed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    skipped_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     new_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     error_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     dismissed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     message: Mapped[str | None] = mapped_column(Text)
 
+    employee_changes: Mapped[list["CrawlRunEmployeeChange"]] = relationship(back_populates="crawl_run")
+    dataset_versions: Mapped[list["DatasetVersion"]] = relationship(back_populates="crawl_run")
+
+
+class CrawlRunEmployeeChange(Base):
+    __tablename__ = "crawl_run_employee_changes"
+    __table_args__ = (
+        Index("ix_crawl_run_employee_changes_run_id", "crawl_run_id"),
+        Index("ix_crawl_run_employee_changes_employee_id", "employee_id"),
+        Index("ix_crawl_run_employee_changes_change_type", "change_type"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    crawl_run_id: Mapped[int] = mapped_column(ForeignKey("crawl_runs.id"), nullable=False)
+    employee_id: Mapped[int | None] = mapped_column(ForeignKey("employees.id"))
+    profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    profile_url: Mapped[str] = mapped_column(Text, nullable=False)
+    full_name: Mapped[str | None] = mapped_column(Text)
+    change_type: Mapped[str] = mapped_column(String(32), nullable=False)
+    profile_available: Mapped[bool | None] = mapped_column()
+    message: Mapped[str | None] = mapped_column(Text)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+    crawl_run: Mapped[CrawlRun] = relationship(back_populates="employee_changes")
+    employee: Mapped[Employee | None] = relationship(back_populates="crawl_run_changes")
+
 
 class CrawlError(Base):
     __tablename__ = "crawl_errors"
@@ -108,3 +200,63 @@ class ParserSource(Base):
     source_url: Mapped[str] = mapped_column(Text, nullable=False)
     enabled: Mapped[bool] = mapped_column(default=True, nullable=False)
     created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+
+class ParseResourceCache(Base):
+    __tablename__ = "parse_resource_cache"
+    __table_args__ = (
+        UniqueConstraint("profile_key", "resource_key", "request_fingerprint", name="uq_parse_resource_cache_resource"),
+        Index("ix_parse_resource_cache_profile_key", "profile_key"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    resource_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    method: Mapped[str] = mapped_column(String(16), nullable=False)
+    url: Mapped[str] = mapped_column(Text, nullable=False)
+    request_fingerprint: Mapped[str] = mapped_column(String(64), nullable=False)
+    etag: Mapped[str | None] = mapped_column(Text)
+    last_modified: Mapped[str | None] = mapped_column(Text)
+    body_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    body_snapshot: Mapped[bytes] = mapped_column(LargeBinary, nullable=False)
+    parser_version: Mapped[str | None] = mapped_column(String(32))
+    fetched_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+
+class DatasetVersion(Base):
+    __tablename__ = "dataset_versions"
+    __table_args__ = (
+        UniqueConstraint("hash", name="uq_dataset_versions_hash"),
+        Index("ix_dataset_versions_created_at", "created_at"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    previous_hash: Mapped[str | None] = mapped_column(String(64))
+    crawl_run_id: Mapped[int | None] = mapped_column(ForeignKey("crawl_runs.id"))
+    employee_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    active_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    dismissed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+    crawl_run: Mapped[CrawlRun | None] = relationship(back_populates="dataset_versions")
+    items: Mapped[list["DatasetVersionItem"]] = relationship(back_populates="dataset_version", cascade="all, delete-orphan")
+
+
+class DatasetVersionItem(Base):
+    __tablename__ = "dataset_version_items"
+    __table_args__ = (
+        UniqueConstraint("dataset_version_id", "profile_key", name="uq_dataset_version_items_version_profile"),
+        Index("ix_dataset_version_items_hash", "dataset_version_id"),
+        Index("ix_dataset_version_items_profile_key", "profile_key"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    dataset_version_id: Mapped[int] = mapped_column(ForeignKey("dataset_versions.id"), nullable=False)
+    profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    employee_id: Mapped[int | None] = mapped_column(ForeignKey("employees.id"))
+    status: Mapped[str] = mapped_column(String(32), nullable=False)
+    checksum: Mapped[str] = mapped_column(String(64), nullable=False)
+
+    dataset_version: Mapped[DatasetVersion] = relationship(back_populates="items")
+    employee: Mapped[Employee | None] = relationship()

app/parser/profile.py

@@ -1,4 +1,7 @@
+import hashlib
+import json
 import re
+from datetime import datetime, timezone
 from urllib.parse import urljoin
 
 from bs4 import BeautifulSoup, NavigableString, Tag
@@ -99,6 +102,8 @@ def extract_person_header(soup: BeautifulSoup, source_url: str) -> dict:
 def extract_sections(soup: BeautifulSoup, source_url: str) -> list[dict]:
     sections = []
     for h2 in soup.select("h2"):
+        if h2.find_parent(class_="post") or h2.find_parent(attrs={"data-tab": "press_links_news"}):
+            continue
         title = normalize_ws(h2.get_text(" ", strip=True))
         if not title or "расписание занятий" in title.lower():
             continue
@@ -140,6 +145,21 @@ def extract_sections(soup: BeautifulSoup, source_url: str) -> list[dict]:
             if section_type in {"generic", "paragraphs"}:
                 section["type"] = "year_blocks"
         sections.append(section)
+    news_links = _parse_news_links(soup, source_url)
+    if news_links:
+        sections.append(
+            {
+                "title": "В новостях",
+                "slug": "v_novostyah",
+                "type": "news",
+                "raw_text": "",
+                "paragraphs": [],
+                "items": [item["title"] for item in news_links if item.get("title")],
+                "links": [{"text": item["title"], "url": item["url"]} for item in news_links if item.get("title") and item.get("url")],
+                "news_count": len(news_links),
+                "news_links": news_links,
+            }
+        )
     return sections
 
 
@@ -149,21 +169,42 @@ def parse_person_profile(
     headers: dict[str, str],
     timeout: int,
     use_playwright: bool = False,
+    resource_cache=None,
 ) -> dict | None:
     normalized_url = normalize_profile_url(source_url)
     if not normalized_url:
         return None
-    response = session.get(normalized_url, headers=headers, timeout=timeout)
+    profile_type, profile_id = parse_profile_identity(normalized_url)
-    response.raise_for_status()
+    cache_profile_key = f"{profile_type}:{profile_id}"
-    html = response.text
+    resource_manifest = []
+    html = _fetch_text(
+        session,
+        normalized_url,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=cache_profile_key,
+        resource_key="main-html",
+        resource_manifest=resource_manifest,
+    )
     if use_playwright:
         html = _render_with_playwright(normalized_url, html)
 
     soup = BeautifulSoup(html, "html.parser")
-    profile_type, profile_id = parse_profile_identity(normalized_url)
     header = extract_person_header(soup, normalized_url)
     tabs = extract_person_tabs(soup, normalized_url)
     sections = extract_sections(soup, normalized_url)
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        normalized_url,
+        headers,
+        timeout,
+        sections,
+        resource_cache=resource_cache,
+        profile_key=cache_profile_key,
+        resource_manifest=resource_manifest,
+    )
     internal_links = [tab["href"] for tab in tabs if tab.get("href")]
 
     return {
@@ -180,9 +221,49 @@ def parse_person_profile(
         "employee_internal_links": internal_links,
         "parser_version": BACKEND_VERSION,
         "_html": html,
+        "_resource_manifest": resource_manifest,
     }
 
 
+def enrich_sections_from_hse_widgets(
+    session: Session,
+    soup: BeautifulSoup,
+    source_url: str,
+    headers: dict[str, str],
+    timeout: int,
+    sections: list[dict],
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
+) -> list[dict]:
+    enriched = list(sections)
+    publications = _load_widget_publications(
+        session,
+        soup,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=profile_key,
+        resource_manifest=resource_manifest,
+    )
+    if publications:
+        enriched = _upsert_publications_section(enriched, publications)
+
+    theses = _load_widget_graduation_theses(
+        session,
+        soup,
+        source_url,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=profile_key,
+        resource_manifest=resource_manifest,
+    )
+    if theses:
+        enriched = _upsert_graduation_theses_section(enriched, theses)
+    return enriched
+
+
 def _render_with_playwright(source_url: str, fallback_html: str) -> str:
     try:
         from playwright.sync_api import sync_playwright
@@ -206,6 +287,161 @@ def _render_with_playwright(source_url: str, fallback_html: str) -> str:
         return fallback_html
 
 
+def _load_widget_publications(
+    session: Session,
+    soup: BeautifulSoup,
+    headers: dict[str, str],
+    timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
+) -> list[dict]:
+    script = soup.select_one('script[data-widget-name="AuthorSearch"][data-author]')
+    if not script:
+        return []
+    author_id = normalize_ws(script.get("data-author"))
+    if not author_id:
+        return []
+
+    publications = []
+    page_id = 1
+    per_page = 100
+    while page_id <= 20:
+        payload = {
+            "type": "ANY",
+            "filterParams": (
+                f'"acceptLanguage":"ru"|"fullTextPublicEnabled": 1|'
+                f'"pubsAuthor": {author_id}|"widgetName": "AuthorSearch"'
+            ),
+            "paginationParams": {
+                "publsSort": ["TITLE_ASC"],
+                "publsCount": per_page,
+                "pageId": page_id,
+            },
+        }
+        try:
+            if resource_cache and profile_key:
+                text = _fetch_text(
+                    session,
+                    "https://publications.hse.ru/api/searchPubs",
+                    headers,
+                    timeout,
+                    resource_cache=resource_cache,
+                    profile_key=profile_key,
+                    resource_key=f"publications-page-{page_id}",
+                    resource_manifest=resource_manifest,
+                    method="POST",
+                    json_payload=payload,
+                )
+                data = json.loads(text)
+            else:
+                response = session.post(
+                    "https://publications.hse.ru/api/searchPubs",
+                    json=payload,
+                    headers=headers,
+                    timeout=timeout,
+                )
+                response.raise_for_status()
+                data = response.json()
+        except Exception:
+            return publications
+
+        result = data.get("result") if isinstance(data, dict) else {}
+        items = _extract_publication_items(result)
+        if not items:
+            break
+        publications.extend(_normalize_publication_item(item, author_id) for item in items)
+
+        total = int(result.get("total") or 0)
+        if not result.get("more") and len(publications) >= total:
+            break
+        page_id += 1
+    return _dedupe_publications(publications)
+
+
+def _extract_publication_items(result: object) -> list[dict]:
+    if not isinstance(result, dict):
+        return []
+    return _flatten_publication_items(result.get("items"))
+
+
+def _flatten_publication_items(value: object) -> list[dict]:
+    if isinstance(value, list):
+        return [item for item in value if _is_publication_item(item)]
+    if not isinstance(value, dict):
+        return []
+
+    nested_items = value.get("items")
+    if isinstance(nested_items, list):
+        return [item for item in nested_items if _is_publication_item(item)]
+    if isinstance(nested_items, dict):
+        return _flatten_publication_items(nested_items)
+
+    publications = []
+    for child in value.values():
+        publications.extend(_flatten_publication_items(child))
+    return publications
+
+
+def _is_publication_item(value: object) -> bool:
+    return isinstance(value, dict) and ("id" in value or "title" in value)
+
+
+def _load_widget_graduation_theses(
+    session: Session,
+    soup: BeautifulSoup,
+    source_url: str,
+    headers: dict[str, str],
+    timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
+) -> list[dict]:
+    script = soup.select_one('script[src*="/n/stat/vkr/app.js"][data-person-id]')
+    if not script:
+        return []
+    person_id = normalize_ws(script.get("data-person-id"))
+    api_url = normalize_ws(script.get("data-api-url")) or "/n/vkr/api/"
+    if not person_id:
+        return []
+
+    request_headers = {**headers, "x-portal-language": "ru"}
+    try:
+        url = urljoin(source_url, api_url)
+        params = {"supervisorId": person_id}
+        if resource_cache and profile_key:
+            text = _fetch_text(
+                session,
+                url,
+                request_headers,
+                timeout,
+                resource_cache=resource_cache,
+                profile_key=profile_key,
+                resource_key="graduation-theses",
+                resource_manifest=resource_manifest,
+                params=params,
+            )
+            data = json.loads(text)
+        else:
+            response = session.get(
+                url,
+                params=params,
+                headers=request_headers,
+                timeout=timeout,
+            )
+            response.raise_for_status()
+            data = response.json()
+    except Exception:
+        return []
+
+    items = data.get("data") if isinstance(data, dict) else []
+    if not isinstance(items, list):
+        return []
+    return [_normalize_vkr_item(item, source_url) for item in items if isinstance(item, dict)]
+
+
 def _collect_between_h2(start_h2: Tag) -> list[Tag | NavigableString | str]:
     nodes = []
     for sibling in start_h2.next_siblings:
@@ -256,7 +492,7 @@ def _infer_section_type(title: str, nodes: list) -> str:
     lowered = title.lower()
     if _has_table(nodes):
         return "table"
-    if "публикац" in lowered:
+    if _is_publications_title(lowered):
         return "publications"
     if "учебные курсы" in lowered:
         return "courses_by_year"
@@ -267,6 +503,10 @@ def _infer_section_type(title: str, nodes: list) -> str:
     return "generic"
 
 
+def _is_publications_title(lowered_title: str) -> bool:
+    return lowered_title.startswith("публикац")
+
+
 def _has_table(nodes: list) -> bool:
     return any(isinstance(node, Tag) and (node.name == "table" or node.find("table")) for node in nodes)
 
@@ -353,6 +593,296 @@ def _parse_vkr_items(nodes: list) -> list[str]:
     return [item for item in dict.fromkeys(items) if item]
 
 
+def _parse_news_links(soup: BeautifulSoup, source_url: str) -> list[dict]:
+    news = []
+    for post in soup.select('[data-tab="press_links_news"] .post'):
+        if not isinstance(post, Tag):
+            continue
+        anchor = post.select_one(".post__content h2 a[href], h2 a[href], a[href]")
+        title = normalize_ws(anchor.get_text(" ", strip=True)) if anchor else ""
+        href = normalize_ws(anchor.get("href")) if anchor else ""
+        summary_node = post.select_one(".post__text")
+        summary = normalize_ws(summary_node.get_text(" ", strip=True)) if summary_node else ""
+        published_at = _parse_post_date(post)
+        if not title and not href:
+            continue
+        item = {
+            "title": title or href,
+            "url": urljoin(source_url, href) if href else None,
+            "summary": summary or None,
+            "published_at": published_at.isoformat() if published_at else None,
+            "published_year": published_at.year if published_at else _int_or_none(normalize_ws(_select_text(post, ".post-meta__year"))),
+            "raw_data": {
+                "title": title or href,
+                "url": href or None,
+                "summary": summary or None,
+                "date_text": normalize_ws(_select_text(post, ".post-meta__date")),
+            },
+        }
+        news.append(item)
+    return _dedupe_news_links(news)
+
+
+def _select_text(node: Tag, selector: str) -> str:
+    selected = node.select_one(selector)
+    return selected.get_text(" ", strip=True) if selected else ""
+
+
+def _parse_post_date(post: Tag) -> datetime | None:
+    day = _int_or_none(normalize_ws(_select_text(post, ".post-meta__day")))
+    month = _month_number(normalize_ws(_select_text(post, ".post-meta__month")))
+    year = _int_or_none(normalize_ws(_select_text(post, ".post-meta__year")))
+    if not day or not month or not year:
+        return None
+    try:
+        return datetime(year, month, day, tzinfo=timezone.utc)
+    except ValueError:
+        return None
+
+
+def _month_number(value: str) -> int | None:
+    lowered = value.lower().strip(".")
+    months = {
+        "янв": 1,
+        "январь": 1,
+        "января": 1,
+        "фев": 2,
+        "февр": 2,
+        "февраль": 2,
+        "февраля": 2,
+        "март": 3,
+        "мар": 3,
+        "марта": 3,
+        "апр": 4,
+        "апрель": 4,
+        "апреля": 4,
+        "май": 5,
+        "мая": 5,
+        "июнь": 6,
+        "июня": 6,
+        "июль": 7,
+        "июля": 7,
+        "авг": 8,
+        "август": 8,
+        "августа": 8,
+        "сент": 9,
+        "сен": 9,
+        "сентябрь": 9,
+        "сентября": 9,
+        "окт": 10,
+        "октябрь": 10,
+        "октября": 10,
+        "нояб": 11,
+        "ноябрь": 11,
+        "ноября": 11,
+        "дек": 12,
+        "декабрь": 12,
+        "декабря": 12,
+    }
+    return months.get(lowered)
+
+
+def _normalize_publication_item(item: dict, current_author_id: str | None = None) -> dict:
+    publication_id = str(item.get("id") or "").strip()
+    title = _html_to_text(item.get("title"))
+    year = _int_or_none(item.get("year"))
+    publication_type = str(item.get("type") or "").strip() or None
+    description = item.get("description") if isinstance(item.get("description"), dict) else {}
+    short_description = _localized_value(description.get("short")) or _localized_value(description.get("shortLeft"))
+    documents = item.get("documents") if isinstance(item.get("documents"), dict) else {}
+    language = item.get("language") if isinstance(item.get("language"), dict) else {}
+    annotation = _localized_text_map(item.get("annotation"))
+    authors = _normalize_publication_authors(item.get("authorsByType"), current_author_id)
+    citation_text = normalize_ws(str(description.get("main") or "")) or _build_publication_citation(title, authors, year)
+    text = normalize_ws(" ".join(part for part in [title, str(year or ""), short_description] if part))
+    return {
+        "id": publication_id or None,
+        "publication_id": publication_id or None,
+        "title": title or publication_id,
+        "year": year,
+        "type": publication_type,
+        "publication_type": publication_type,
+        "language": normalize_ws(language.get("name")) or None,
+        "status": _int_or_none(item.get("status")),
+        "url": f"https://publications.hse.ru/view/{publication_id}" if publication_id else None,
+        "doi_url": _document_href(documents, "DOI"),
+        "other_url": _document_href(documents, "OTHER_URL"),
+        "document_url": _document_href(documents, "DOCUMENT"),
+        "citation_text": citation_text or None,
+        "annotation": annotation,
+        "description": description or None,
+        "authors": authors,
+        "raw_data": item,
+        "text": text or title or publication_id,
+    }
+
+
+def _normalize_vkr_item(item: dict, source_url: str) -> dict:
+    thesis_id = item.get("id")
+    program = item.get("learnProgram") if isinstance(item.get("learnProgram"), dict) else {}
+    org_unit = item.get("orgUnit") if isinstance(item.get("orgUnit"), dict) else {}
+    supervisors = []
+    for supervisor in item.get("supervisors") or []:
+        if not isinstance(supervisor, dict):
+            continue
+        name = normalize_ws(supervisor.get("name"))
+        url = normalize_ws(supervisor.get("url"))
+        if name or url:
+            supervisors.append({"name": name or url, "url": url or None})
+    return {
+        "id": thesis_id,
+        "student": normalize_ws(item.get("student")),
+        "title": normalize_ws(item.get("title")),
+        "defense_year": item.get("year"),
+        "level": normalize_ws(item.get("level")),
+        "rating": item.get("rating"),
+        "project_url": urljoin(source_url, f"/edu/vkr/{thesis_id}") if thesis_id else None,
+        "program": normalize_ws(program.get("title")),
+        "program_url": urljoin(source_url, program.get("url")) if program.get("url") else None,
+        "org_unit": normalize_ws(org_unit.get("title")),
+        "org_unit_url": urljoin(source_url, org_unit.get("url")) if org_unit.get("url") else None,
+        "supervisors": supervisors,
+        "text": normalize_ws(" ".join(str(part) for part in [item.get("student"), item.get("title"), item.get("year")] if part)),
+    }
+
+
+def _upsert_publications_section(sections: list[dict], publications: list[dict]) -> list[dict]:
+    merged = []
+    inserted = False
+    for section in sections:
+        if section.get("type") != "publications":
+            merged.append(section)
+            continue
+        existing = section.get("publications") or []
+        section = {
+            **section,
+            "publications_count": max(section.get("publications_count") or 0, len(publications)),
+            "publications": _dedupe_publications([*existing, *publications]),
+        }
+        section["items"] = [item["text"] for item in section["publications"] if item.get("text")]
+        merged.append(section)
+        inserted = True
+    if not inserted:
+        merged.append(
+            {
+                "title": "Публикации и исследования",
+                "slug": "publikacii_i_issledovaniya",
+                "type": "publications",
+                "raw_text": "",
+                "paragraphs": [],
+                "items": [item["text"] for item in publications if item.get("text")],
+                "links": [],
+                "publications_count": len(publications),
+                "publications": publications,
+            }
+        )
+    return merged
+
+
+def _upsert_graduation_theses_section(sections: list[dict], theses: list[dict]) -> list[dict]:
+    section = {
+        "title": "Выпускные квалификационные работы студентов НИУ ВШЭ",
+        "slug": "vypusknye_kvalifikacionnye_raboty_studentov_niu_vshe",
+        "type": "graduation_theses",
+        "raw_text": "",
+        "paragraphs": [],
+        "items": [item["text"] for item in theses if item.get("text")],
+        "links": [{"text": item["title"], "url": item["project_url"]} for item in theses if item.get("title") and item.get("project_url")],
+        "theses_count": len(theses),
+        "theses": theses,
+    }
+    return [item for item in sections if item.get("type") != "graduation_theses"] + [section]
+
+
+def _dedupe_publications(items: list[dict]) -> list[dict]:
+    seen = set()
+    unique = []
+    for item in items:
+        key = item.get("id") or item.get("url") or item.get("title")
+        if key and key not in seen:
+            seen.add(key)
+            unique.append(item)
+    return unique
+
+
+def _dedupe_news_links(items: list[dict]) -> list[dict]:
+    seen = set()
+    unique = []
+    for item in items:
+        key = item.get("url") or item.get("title")
+        if key and key not in seen:
+            seen.add(key)
+            unique.append(item)
+    return unique
+
+
+def _html_to_text(value: object) -> str:
+    return normalize_ws(BeautifulSoup(str(value or ""), "html.parser").get_text(" ", strip=True))
+
+
+def _localized_text_map(value: object) -> dict[str, str]:
+    if not isinstance(value, dict):
+        return {}
+    localized = {}
+    for key in ("ru", "en", "publ"):
+        text = _html_to_text(value.get(key))
+        if text:
+            localized[key] = text
+    return localized
+
+
+def _localized_value(value: object) -> str:
+    if isinstance(value, dict):
+        return normalize_ws(value.get("ru") or value.get("publ") or value.get("en"))
+    return normalize_ws(str(value or ""))
+
+
+def _normalize_publication_authors(value: object, current_author_id: str | None) -> list[dict]:
+    if not isinstance(value, dict):
+        return []
+    authors = []
+    for author in value.get("author") or []:
+        if not isinstance(author, dict):
+            continue
+        title = author.get("title") if isinstance(author.get("title"), dict) else {}
+        reverse_title = author.get("reverseTitle") if isinstance(author.get("reverseTitle"), dict) else {}
+        author_id = normalize_ws(author.get("id"))
+        href = normalize_ws(author.get("href"))
+        authors.append(
+            {
+                "id": author_id or None,
+                "href": urljoin("https://www.hse.ru", href) if href else None,
+                "title_ru": _html_to_text(title.get("ru")),
+                "title_en": _html_to_text(title.get("en")),
+                "reverse_title_ru": _html_to_text(reverse_title.get("ru")),
+                "reverse_title_en": _html_to_text(reverse_title.get("en")),
+                "alt_name": normalize_ws(author.get("altName")) or None,
+                "other_name": normalize_ws(author.get("otherName")) or None,
+                "is_current_employee": bool(current_author_id and author_id == current_author_id),
+            }
+        )
+    return authors
+
+
+def _document_href(documents: dict, key: str) -> str | None:
+    document = documents.get(key)
+    if not isinstance(document, dict):
+        return None
+    return normalize_ws(document.get("href")) or None
+
+
+def _build_publication_citation(title: str, authors: list[dict], year: int | None) -> str:
+    author_names = [author.get("title_ru") or author.get("title_en") or author.get("alt_name") for author in authors]
+    return normalize_ws(". ".join(part for part in [", ".join(filter(None, author_names)), title, str(year or "")] if part))
+
+
+def _int_or_none(value: object) -> int | None:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return None
+
+
 def _slugify(value: str) -> str:
     cleaned = re.sub(r"[^\w\s-]", "", value.lower(), flags=re.UNICODE)
     return re.sub(r"[-\s]+", "_", cleaned).strip("_") or "section"
@@ -378,3 +908,62 @@ def _dedupe_dicts(items: list[dict]) -> list[dict]:
             seen.add(key)
             unique.append(item)
     return unique
+
+
+def _fetch_text(
+    session: Session,
+    url: str,
+    headers: dict[str, str],
+    timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_key: str,
+    resource_manifest: list[dict] | None,
+    method: str = "GET",
+    json_payload: object | None = None,
+    params: dict | None = None,
+) -> str:
+    if resource_cache and profile_key:
+        cached = resource_cache.fetch_text(
+            session,
+            profile_key=profile_key,
+            resource_key=resource_key,
+            method=method,
+            url=url,
+            headers=headers,
+            timeout=timeout,
+            json_payload=json_payload,
+            params=params,
+        )
+        if resource_manifest is not None:
+            resource_manifest.append(
+                {
+                    "resource_key": resource_key,
+                    "method": method,
+                    "url": url,
+                    "body_hash": cached.body_hash,
+                    "from_cache": cached.from_cache,
+                    "status_code": cached.status_code,
+                }
+            )
+        return cached.text
+
+    if method.upper() == "POST":
+        response = session.post(url, json=json_payload, headers=headers, timeout=timeout, params=params)
+    else:
+        response = session.get(url, headers=headers, timeout=timeout, params=params)
+    response.raise_for_status()
+    text = response.text
+    if resource_manifest is not None:
+        resource_manifest.append(
+            {
+                "resource_key": resource_key,
+                "method": method,
+                "url": url,
+                "body_hash": hashlib.sha256(text.encode("utf-8")).hexdigest(),
+                "from_cache": False,
+                "status_code": response.status_code,
+            }
+        )
+    return text

app/security.py

@@ -44,9 +44,3 @@ def require_admin(request: Request, settings: Settings) -> str:
     if not username:
         raise HTTPException(status_code=status.HTTP_303_SEE_OTHER, headers={"Location": "/admin/login"})
     return username
-
-
-def require_mcp_token(request: Request, settings: Settings) -> None:
-    auth = request.headers.get("authorization", "")
-    if not auth.startswith("Bearer ") or not hmac.compare_digest(auth.removeprefix("Bearer ").strip(), settings.mcp_token):
-        raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail="Invalid MCP token")

app/services/admin_data.py

@@ -3,11 +3,12 @@ from __future__ import annotations
 from datetime import date, datetime, time
 from math import ceil
 from typing import Any
+from zoneinfo import ZoneInfo
 
 from sqlalchemy import Select, Text, and_, desc, func, or_, select
 from sqlalchemy.orm import Session
 
-from app.models import CrawlRun, Employee
+from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee, EmployeeNewsLink
 
 EMPLOYEE_SORTS = {
     "full_name": Employee.full_name,
@@ -20,18 +21,21 @@ EMPLOYEE_SORTS = {
 
 
 def employee_display_payload(employee: Employee) -> dict[str, Any]:
-    data = employee.current_data or {}
+    data = _as_dict(employee.current_data)
-    contacts = data.get("contacts") or {}
+    contacts = _as_dict(data.get("contacts"))
-    sections = data.get("sections") or []
+    sections = _as_list(data.get("sections"))
-    emails = contacts.get("emails") or []
+    stored_news_links = _stored_news_links(employee)
-    phones = contacts.get("phones") or []
+    positions = _clean_list(data.get("positions"))
+    emails = _clean_list(contacts.get("emails"))
+    phones = _clean_list(contacts.get("phones"))
     return {
         "id": employee.id,
         "full_name": employee.full_name,
         "status": employee.status,
+        "status_display": _employee_status_display(employee.status),
         "canonical_url": employee.canonical_url,
-        "positions": data.get("positions") or [],
+        "positions": positions,
-        "positions_text": "; ".join(data.get("positions") or []),
+        "positions_text": "; ".join(positions),
         "hse_start_year": data.get("hse_start_year"),
         "emails": emails,
         "email_text": ", ".join(emails),
@@ -40,9 +44,33 @@ def employee_display_payload(employee: Employee) -> dict[str, Any]:
         "address": contacts.get("address"),
         "publications_count": _count_section_items(sections, "publications"),
         "courses_count": _count_section_items(sections, "courses_by_year"),
+        "news_count": len(stored_news_links) or _count_section_items(sections, "news"),
         "first_seen_at": employee.first_seen_at.isoformat() if employee.first_seen_at else None,
         "last_seen_at": employee.last_seen_at.isoformat() if employee.last_seen_at else None,
         "dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
+        "first_seen_display": format_admin_datetime(employee.first_seen_at),
+        "last_seen_display": format_admin_datetime(employee.last_seen_at),
+        "dismissed_display": format_admin_datetime(employee.dismissed_at),
+    }
+
+
+def employee_detail_payload(employee: Employee) -> dict[str, Any]:
+    data = _as_dict(employee.current_data)
+    contacts = _as_dict(data.get("contacts"))
+    return {
+        **employee_display_payload(employee),
+        "profile_type": employee.profile_type or data.get("profile_type"),
+        "profile_id": employee.profile_id or data.get("profile_id"),
+        "parser_version": employee.parser_version or data.get("parser_version"),
+        "contacts": {
+            "emails": _clean_list(contacts.get("emails")),
+            "phones": _clean_list(contacts.get("phones")),
+            "address": contacts.get("address"),
+            "contact_items": _normalize_contact_items(contacts.get("items")),
+        },
+        "external_ids": _normalize_external_ids(data.get("external_ids")),
+        "news_links": _detail_news_links(employee, data),
+        "sections": [_normalize_section(section) for section in _as_list(data.get("sections"))],
     }
 
 
@@ -87,7 +115,7 @@ def list_employees_page(
     limit: int = 50,
     offset: int = 0,
 ) -> dict[str, Any]:
-    limit = max(1, min(limit, 200))
+    limit = limit if limit in {25, 50, 100} else 50
     offset = max(0, offset)
     base_stmt = build_employee_query(
         status=status,
@@ -101,7 +129,7 @@ def list_employees_page(
     order = desc(sort_column) if direction == "desc" else sort_column
     employees = db.scalars(base_stmt.order_by(order).limit(limit).offset(offset)).all()
     return {
-        "items": [employee_display_payload(employee) for employee in employees],
+        "employees": [employee_display_payload(employee) for employee in employees],
         "total": total,
         "limit": limit,
         "offset": offset,
@@ -128,16 +156,20 @@ def stats_payload(db: Session) -> dict[str, Any]:
 def run_payload(run: CrawlRun | None) -> dict[str, Any] | None:
     if not run:
         return None
-    processed = run.parsed_count + run.error_count
+    processed = run.parsed_count + run.skipped_count + run.error_count
     percent = round((processed / run.found_count) * 100, 1) if run.found_count else 0
     return {
         "id": run.id,
         "source_url": run.source_url,
         "status": run.status,
+        "status_display": _run_status_display(run.status),
         "started_at": run.started_at.isoformat() if run.started_at else None,
         "finished_at": run.finished_at.isoformat() if run.finished_at else None,
+        "started_display": format_admin_datetime(run.started_at),
+        "finished_display": format_admin_datetime(run.finished_at),
         "found_count": run.found_count,
         "parsed_count": run.parsed_count,
+        "skipped_count": run.skipped_count,
         "new_count": run.new_count,
         "error_count": run.error_count,
         "dismissed_count": run.dismissed_count,
@@ -147,6 +179,97 @@ def run_payload(run: CrawlRun | None) -> dict[str, Any] | None:
     }
 
 
+def run_detail_payload(db: Session, run: CrawlRun | None) -> dict[str, Any] | None:
+    if not run:
+        return None
+    changes = db.scalars(
+        select(CrawlRunEmployeeChange)
+        .where(CrawlRunEmployeeChange.crawl_run_id == run.id)
+        .order_by(CrawlRunEmployeeChange.created_at, CrawlRunEmployeeChange.id)
+    ).all()
+    errors = db.scalars(select(CrawlError).where(CrawlError.crawl_run_id == run.id).order_by(CrawlError.created_at)).all()
+    grouped_changes = {"new": [], "missing_from_source": [], "dismissed": []}
+    for change in changes:
+        grouped_changes.setdefault(change.change_type, []).append(_change_payload(change))
+    return {
+        **(run_payload(run) or {}),
+        "changes_detail_available": bool(changes),
+        "changes": grouped_changes,
+        "errors": [_crawl_error_payload(error) for error in errors],
+    }
+
+
+def format_admin_datetime(value: Any) -> str:
+    if not value:
+        return "Не указано"
+    if isinstance(value, str):
+        try:
+            value = datetime.fromisoformat(value.replace("Z", "+00:00"))
+        except ValueError:
+            return value
+    if not isinstance(value, datetime):
+        return str(value)
+    if value.tzinfo:
+        value = value.astimezone(ZoneInfo("Europe/Moscow"))
+    return value.strftime("%d.%m.%Y %H:%M")
+
+
+def _employee_status_display(status: str | None) -> str:
+    labels = {"active": "Работает", "dismissed": "Уволен"}
+    return labels.get(status or "", status or "Не указано")
+
+
+def _run_status_display(status: str | None) -> str:
+    labels = {"running": "Выполняется", "completed": "Завершен", "failed": "Ошибка"}
+    return labels.get(status or "", status or "Не указано")
+
+
+def _change_payload(change: CrawlRunEmployeeChange) -> dict[str, Any]:
+    return {
+        "id": change.id,
+        "employee_id": change.employee_id,
+        "profile_key": change.profile_key,
+        "profile_url": change.profile_url,
+        "full_name": change.full_name,
+        "change_type": change.change_type,
+        "change_type_display": _change_type_display(change.change_type),
+        "profile_available": change.profile_available,
+        "profile_available_display": _profile_available_display(change.profile_available),
+        "message": change.message,
+        "created_at": change.created_at.isoformat() if change.created_at else None,
+        "created_display": format_admin_datetime(change.created_at),
+    }
+
+
+def _crawl_error_payload(error: CrawlError) -> dict[str, Any]:
+    return {
+        "id": error.id,
+        "crawl_run_id": error.crawl_run_id,
+        "profile_url": error.profile_url,
+        "error_type": error.error_type,
+        "message": error.message,
+        "created_at": error.created_at.isoformat() if error.created_at else None,
+        "created_display": format_admin_datetime(error.created_at),
+    }
+
+
+def _change_type_display(change_type: str | None) -> str:
+    labels = {
+        "new": "Новый",
+        "missing_from_source": "Потеряшка",
+        "dismissed": "Уволен",
+    }
+    return labels.get(change_type or "", change_type or "Не указано")
+
+
+def _profile_available_display(value: bool | None) -> str:
+    if value is True:
+        return "Профиль доступен"
+    if value is False:
+        return "Профиль недоступен"
+    return "Не проверялось"
+
+
 def _count_section_items(sections: list[dict[str, Any]], section_type: str) -> int:
     total = 0
     for section in sections:
@@ -156,4 +279,263 @@ def _count_section_items(sections: list[dict[str, Any]], section_type: str) -> i
             total += len(section.get("publications") or section.get("items") or [])
         elif section_type == "courses_by_year":
             total += len(section.get("courses") or [])
+        elif section_type == "news":
+            total += len(section.get("news_links") or section.get("items") or [])
     return total
+
+
+def _clean_list(values: Any) -> list[str]:
+    if values is None:
+        return []
+    if not isinstance(values, list):
+        values = [values]
+    return [str(value).strip() for value in values if str(value or "").strip()]
+
+
+def _as_dict(value: Any) -> dict[str, Any]:
+    return value if isinstance(value, dict) else {}
+
+
+def _as_list(value: Any) -> list[Any]:
+    if value is None:
+        return []
+    return value if isinstance(value, list) else [value]
+
+
+def _normalize_contact_items(items: Any) -> list[str]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if isinstance(item, dict):
+            value = item.get("raw") or item.get("value") or item.get("text")
+        else:
+            value = item
+        value = str(value or "").strip()
+        if value:
+            normalized.append(value)
+    return normalized
+
+
+def _normalize_external_ids(items: Any) -> list[dict[str, str | None]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        system = str(item.get("system") or "").strip()
+        value = str(item.get("value") or "").strip()
+        url = str(item.get("url") or "").strip()
+        if system or value or url:
+            normalized.append({"system": system or "ID", "value": value or url, "url": url or None})
+    return normalized
+
+
+def _normalize_section(section: Any) -> dict[str, Any]:
+    if not isinstance(section, dict):
+        return {"title": "Раздел", "type": "generic", "paragraphs": [str(section)], "items": [], "links": []}
+
+    section_type = section.get("type") or "generic"
+    paragraphs = _clean_list(section.get("paragraphs"))
+    items = _clean_list(section.get("items"))
+    raw_text = str(section.get("raw_text") or "").strip()
+    if not paragraphs and not items and raw_text:
+        paragraphs = [raw_text]
+
+    return {
+        "title": section.get("title") or "Раздел",
+        "type": section_type,
+        "raw_text": raw_text,
+        "paragraphs": paragraphs,
+        "list_items": items,
+        "links": _normalize_links(section.get("links")),
+        "year_entries": _normalize_year_entries(section.get("year_entries")),
+        "publications": _normalize_publications(section.get("publications")),
+        "publications_count": section.get("publications_count"),
+        "news_links": _normalize_news_links(section.get("news_links")),
+        "news_count": section.get("news_count"),
+        "theses": _normalize_theses(section.get("theses")),
+        "theses_count": section.get("theses_count"),
+        "academic_year": section.get("academic_year"),
+        "courses": _normalize_courses(section.get("courses")),
+        "table": _normalize_table(section.get("table")),
+    }
+
+
+def _normalize_links(items: Any) -> list[dict[str, str | None]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        text = str(item.get("text") or item.get("url") or "").strip()
+        url = str(item.get("url") or "").strip()
+        if text and url:
+            normalized.append({"text": text, "url": url})
+    return normalized
+
+
+def _stored_news_links(employee: Employee) -> list[dict[str, Any]]:
+    return [_stored_news_link_payload(item) for item in sorted(employee.news_links, key=_news_link_sort_key)]
+
+
+def _news_link_sort_key(item: EmployeeNewsLink) -> tuple:
+    timestamp = item.published_at.timestamp() if item.published_at else 0
+    return (-timestamp, item.title or "", item.id)
+
+
+def _stored_news_link_payload(item: EmployeeNewsLink) -> dict[str, Any]:
+    return {
+        "title": item.title,
+        "url": item.url,
+        "summary": item.summary,
+        "published_at": item.published_at.isoformat() if item.published_at else None,
+        "published_year": item.published_year,
+        "published_display": format_admin_date(item.published_at) if item.published_at else str(item.published_year or ""),
+    }
+
+
+def _detail_news_links(employee: Employee, data: dict[str, Any]) -> list[dict[str, Any]]:
+    stored = _stored_news_links(employee)
+    if stored:
+        return stored
+    for section in _as_list(data.get("sections")):
+        if isinstance(section, dict) and section.get("type") == "news":
+            return _normalize_news_links(section.get("news_links"))
+    return []
+
+
+def format_admin_date(value: Any) -> str:
+    if not value:
+        return ""
+    if isinstance(value, str):
+        try:
+            value = datetime.fromisoformat(value.replace("Z", "+00:00"))
+        except ValueError:
+            return value
+    if not isinstance(value, datetime):
+        return str(value)
+    if value.tzinfo:
+        value = value.astimezone(ZoneInfo("Europe/Moscow"))
+    return value.strftime("%d.%m.%Y")
+
+
+def _normalize_news_links(items: Any) -> list[dict[str, Any]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        title = str(item.get("title") or item.get("url") or "").strip()
+        url = str(item.get("url") or "").strip()
+        summary = str(item.get("summary") or "").strip()
+        published_at = str(item.get("published_at") or "").strip()
+        published_year = item.get("published_year")
+        if title or url:
+            normalized.append(
+                {
+                    "title": title or url,
+                    "url": url or None,
+                    "summary": summary or None,
+                    "published_at": published_at or None,
+                    "published_year": published_year,
+                    "published_display": format_admin_date(published_at) if published_at else str(published_year or ""),
+                }
+            )
+    return normalized
+
+
+def _normalize_year_entries(items: Any) -> list[dict[str, Any]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        text = str(item.get("text") or "").strip()
+        if text:
+            normalized.append({"year": item.get("year"), "text": text, "links": _normalize_links(item.get("links"))})
+    return normalized
+
+
+def _normalize_publications(items: Any) -> list[dict[str, str | None]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            text = str(item or "").strip()
+            if text:
+                normalized.append({"title": text, "text": text, "url": None})
+            continue
+        title = str(item.get("title") or "").strip()
+        text = str(item.get("text") or title).strip()
+        url = str(item.get("url") or "").strip()
+        if title or text:
+            normalized.append({"title": title or text, "text": text or title, "url": url or None})
+    return normalized
+
+
+def _normalize_courses(items: Any) -> list[dict[str, str | None]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            title = str(item or "").strip()
+            if title:
+                normalized.append({"title": title, "url": None})
+            continue
+        title = str(item.get("title") or "").strip()
+        url = str(item.get("url") or "").strip()
+        if title or url:
+            normalized.append({"title": title or url, "url": url or None})
+    return normalized
+
+
+def _normalize_theses(items: Any) -> list[dict[str, Any]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        title = str(item.get("title") or "").strip()
+        student = str(item.get("student") or "").strip()
+        if not title and not student:
+            continue
+        normalized.append(
+            {
+                "id": item.get("id"),
+                "student": student,
+                "title": title,
+                "defense_year": item.get("defense_year") or item.get("year"),
+                "level": str(item.get("level") or "").strip(),
+                "rating": item.get("rating"),
+                "project_url": str(item.get("project_url") or "").strip() or None,
+                "program": str(item.get("program") or "").strip(),
+                "program_url": str(item.get("program_url") or "").strip() or None,
+                "org_unit": str(item.get("org_unit") or "").strip(),
+                "org_unit_url": str(item.get("org_unit_url") or "").strip() or None,
+            }
+        )
+    return normalized
+
+
+def _normalize_table(table: Any) -> dict[str, Any] | None:
+    if not isinstance(table, dict):
+        return None
+    headers = _clean_list(table.get("headers"))
+    rows = []
+    for row in table.get("rows") or []:
+        if not isinstance(row, dict):
+            continue
+        cells = _clean_list(row.get("cells"))
+        if cells:
+            rows.append({"cells": cells, "link_url": row.get("link_url")})
+    if not headers and not rows:
+        return None
+    return {"headers": headers, "rows": rows}

app/services/crawler.py

@@ -1,18 +1,31 @@
 import gzip
 import hashlib
 import json
+import re
 import time
 from datetime import datetime, timezone
 
 import requests
-from sqlalchemy import select
+from sqlalchemy import inspect, select
 from sqlalchemy.orm import Session
 
 from app.config import Settings
-from app.models import CrawlError, CrawlRun, Employee, EmployeeSnapshot, ParserSource, ProfileTab
+from app.models import (
+    CrawlError,
+    CrawlRun,
+    CrawlRunEmployeeChange,
+    Employee,
+    EmployeeNewsLink,
+    EmployeePublication,
+    EmployeeSnapshot,
+    ParserSource,
+    ProfileTab,
+)
 from app.parser.collector import collect_profile_links
 from app.parser.profile import parse_person_profile
 from app.parser.profile_url import profile_key
+from app.services.dataset_versions import get_or_create_current_version
+from app.services.resource_cache import ResourceCache
 
 HEADERS = {
     "User-Agent": "Mozilla/5.0 (compatible; MIEMEmployeesBot/0.1.0; +https://miem.hse.ru/)"
@@ -28,8 +41,10 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
 
     found_keys: set[str] = set()
     parsed_count = 0
+    skipped_count = 0
     try:
         with requests.Session() as session:
+            resource_cache = ResourceCache(db)
             urls = collect_profile_links(session, source.source_url, HEADERS, settings.request_timeout)
             if settings.crawl_limit:
                 urls = urls[: settings.crawl_limit]
@@ -47,12 +62,17 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
                         HEADERS,
                         settings.request_timeout,
                         settings.parser_use_playwright,
+                        resource_cache=resource_cache,
                     )
                     if not parsed:
                         continue
-                    _upsert_employee(db, run, parsed)
+                    _, changed = _upsert_employee(db, run, parsed)
+                    if changed:
                         parsed_count += 1
+                    else:
+                        skipped_count += 1
                     run.parsed_count = parsed_count
+                    run.skipped_count = skipped_count
                     db.commit()
                 except Exception as exc:
                     run.error_count += 1
@@ -68,8 +88,9 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
                 finally:
                     time.sleep(settings.request_delay_seconds)
 
-        run.dismissed_count = _mark_dismissed(db, found_keys)
+            run.dismissed_count = _mark_dismissed(db, run, found_keys, session, settings.request_timeout)
         run.status = "completed"
+        get_or_create_current_version(db, crawl_run_id=run.id)
     except Exception as exc:
         run.status = "failed"
         run.message = str(exc)
@@ -80,6 +101,54 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
     return run
 
 
+def refresh_employee(db: Session, employee: Employee, settings: Settings) -> CrawlRun:
+    run = CrawlRun(source_url=employee.canonical_url, status="running", found_count=1)
+    db.add(run)
+    db.commit()
+    db.refresh(run)
+
+    try:
+        with requests.Session() as session:
+            resource_cache = ResourceCache(db)
+            parsed = parse_person_profile(
+                session,
+                employee.canonical_url,
+                HEADERS,
+                settings.request_timeout,
+                settings.parser_use_playwright,
+                resource_cache=resource_cache,
+            )
+        if not parsed:
+            raise ValueError("Профиль не удалось распарсить.")
+        if _parsed_profile_key(parsed) != employee.profile_key:
+            raise ValueError("Распарсенный профиль не совпадает с обновляемым сотрудником.")
+
+        _, changed = _upsert_employee(db, run, parsed)
+        if changed:
+            run.parsed_count = 1
+        else:
+            run.skipped_count = 1
+        run.status = "completed"
+        get_or_create_current_version(db, crawl_run_id=run.id)
+    except Exception as exc:
+        run.status = "failed"
+        run.error_count = 1
+        run.message = str(exc)
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=str(exc),
+            )
+        )
+    finally:
+        run.finished_at = datetime.now(timezone.utc)
+        db.commit()
+        db.refresh(run)
+    return run
+
+
 def _ensure_source(db: Session, source_url: str) -> ParserSource:
     source = db.scalar(select(ParserSource).where(ParserSource.source_url == source_url))
     if source:
@@ -91,10 +160,15 @@ def _ensure_source(db: Session, source_url: str) -> ParserSource:
     return source
 
 
-def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> Employee:
+def _parsed_profile_key(parsed: dict) -> str:
+    return f"{parsed.get('profile_type')}:{parsed.get('profile_id')}"
+
+
+def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> tuple[Employee, bool]:
     html = parsed.pop("_html", None)
+    parsed.pop("_resource_manifest", None)
     checksum = _checksum(parsed)
-    key = f"{parsed.get('profile_type')}:{parsed.get('profile_id')}"
+    key = _parsed_profile_key(parsed)
     employee = db.scalar(select(Employee).where(Employee.profile_key == key))
     now = datetime.now(timezone.utc)
     if not employee:
@@ -107,16 +181,33 @@ def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> Employee:
         )
         db.add(employee)
         run.new_count += 1
+        is_new = True
+    else:
+        is_new = False
 
+    parser_version = parsed.get("parser_version")
+    changed = is_new or employee.current_checksum != checksum or employee.parser_version != parser_version
     employee.full_name = parsed.get("full_name")
     employee.status = "active"
     employee.last_seen_at = now
     employee.dismissed_at = None
-    employee.parser_version = parsed.get("parser_version")
+    employee.parser_version = parser_version
+    if changed:
         employee.current_data = parsed
     employee.current_checksum = checksum
     db.flush()
 
+    if is_new:
+        _record_employee_change(
+            db,
+            run,
+            employee,
+            "new",
+            profile_available=True,
+            message="Сотрудник впервые найден в источнике.",
+        )
+
+    if changed:
         db.query(ProfileTab).filter(ProfileTab.employee_id == employee.id).delete()
         for tab in parsed.get("tabs") or []:
             db.add(
@@ -135,26 +226,315 @@ def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> Employee:
                 parsed_data=parsed,
                 html_snapshot=gzip.compress(html.encode("utf-8")) if html else None,
                 checksum=checksum,
-            parser_version=parsed.get("parser_version"),
+                parser_version=parser_version,
             )
         )
-    return employee
+    db.flush()
+    _try_sync_employee_publications(db, run, employee, parsed)
+    _try_sync_employee_news_links(db, run, employee, parsed)
+    return employee, changed
 
 
-def _mark_dismissed(db: Session, found_keys: set[str]) -> int:
+def _try_sync_employee_publications(db: Session, run: CrawlRun, employee: Employee, parsed: dict) -> None:
+    try:
+        if not _publication_payloads(parsed):
+            return
+        if not _employee_publications_table_exists(db):
+            return
+        with db.begin_nested():
+            _sync_employee_publications(db, employee, parsed)
+    except Exception as exc:
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=f"Не удалось сохранить публикации сотрудника: {exc}",
+            )
+        )
+
+
+def _employee_publications_table_exists(db: Session) -> bool:
+    return inspect(db.connection()).has_table(EmployeePublication.__tablename__)
+
+
+def _sync_employee_publications(db: Session, employee: Employee, parsed: dict) -> None:
+    publications = _publication_payloads(parsed)
+    seen_hashes = set()
+    for publication in publications:
+        source_hash = _publication_hash(publication)
+        seen_hashes.add(source_hash)
+        publication_id = _clean_optional(publication.get("publication_id") or publication.get("id"))
+        existing = None
+        if publication_id:
+            existing = db.scalar(
+                select(EmployeePublication).where(
+                    EmployeePublication.employee_id == employee.id,
+                    EmployeePublication.publication_id == publication_id,
+                )
+            )
+        if not existing:
+            existing = db.scalar(
+                select(EmployeePublication).where(
+                    EmployeePublication.employee_id == employee.id,
+                    EmployeePublication.source_hash == source_hash,
+                )
+            )
+        if not existing:
+            existing = EmployeePublication(employee_id=employee.id, source_hash=source_hash, title=_publication_title(publication))
+            db.add(existing)
+        _apply_publication(existing, publication, source_hash)
+
+    if seen_hashes:
+        stale = db.scalars(
+            select(EmployeePublication).where(
+                EmployeePublication.employee_id == employee.id,
+                EmployeePublication.source_hash.not_in(seen_hashes),
+            )
+        ).all()
+        for item in stale:
+            db.delete(item)
+
+
+def _publication_payloads(parsed: dict) -> list[dict]:
+    publications = []
+    for section in parsed.get("sections") or []:
+        if not isinstance(section, dict) or section.get("type") != "publications":
+            continue
+        for publication in section.get("publications") or []:
+            if isinstance(publication, dict):
+                publications.append(publication)
+    return publications
+
+
+def _apply_publication(target: EmployeePublication, publication: dict, source_hash: str) -> None:
+    target.publication_id = _clean_optional(publication.get("publication_id") or publication.get("id"))
+    target.title = _publication_title(publication)
+    target.year = _int_or_none(publication.get("year"))
+    target.publication_type = _clean_optional(publication.get("publication_type") or publication.get("type"))
+    target.language = _clean_optional(publication.get("language"))
+    target.status = _int_or_none(publication.get("status"))
+    target.url = _clean_optional(publication.get("url"))
+    target.doi_url = _clean_optional(publication.get("doi_url"))
+    target.other_url = _clean_optional(publication.get("other_url"))
+    target.document_url = _clean_optional(publication.get("document_url"))
+    target.citation_text = _clean_optional(publication.get("citation_text") or publication.get("text"))
+    target.annotation = publication.get("annotation") if isinstance(publication.get("annotation"), dict) else None
+    target.description = publication.get("description") if isinstance(publication.get("description"), dict) else None
+    target.authors = publication.get("authors") if isinstance(publication.get("authors"), list) else None
+    target.raw_data = publication.get("raw_data") if isinstance(publication.get("raw_data"), dict) else publication
+    target.source_hash = source_hash
+
+
+def _publication_hash(publication: dict) -> str:
+    return _payload_hash(publication.get("raw_data") if isinstance(publication.get("raw_data"), dict) else publication)
+
+
+def _payload_hash(value: object) -> str:
+    payload = json.dumps(_stable_checksum_payload(value), ensure_ascii=False, sort_keys=True, separators=(",", ":"), default=str)
+    return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+
+
+def _publication_title(publication: dict) -> str:
+    return _clean_optional(publication.get("title") or publication.get("text") or publication.get("id")) or "Untitled publication"
+
+
+def _clean_optional(value: object) -> str | None:
+    text = str(value or "").strip()
+    return text or None
+
+
+def _int_or_none(value: object) -> int | None:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return None
+
+
+def _try_sync_employee_news_links(db: Session, run: CrawlRun, employee: Employee, parsed: dict) -> None:
+    try:
+        if not _news_link_payloads(parsed):
+            return
+        if not _employee_news_links_table_exists(db):
+            return
+        with db.begin_nested():
+            _sync_employee_news_links(db, employee, parsed)
+    except Exception as exc:
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=f"Не удалось сохранить новости сотрудника: {exc}",
+            )
+        )
+
+
+def _employee_news_links_table_exists(db: Session) -> bool:
+    return inspect(db.connection()).has_table(EmployeeNewsLink.__tablename__)
+
+
+def _sync_employee_news_links(db: Session, employee: Employee, parsed: dict) -> None:
+    news_links = _news_link_payloads(parsed)
+    seen_hashes = set()
+    for news_link in news_links:
+        source_hash = _news_link_hash(news_link)
+        seen_hashes.add(source_hash)
+        url = _clean_optional(news_link.get("url"))
+        existing = None
+        if url:
+            existing = db.scalar(
+                select(EmployeeNewsLink).where(
+                    EmployeeNewsLink.employee_id == employee.id,
+                    EmployeeNewsLink.url == url,
+                )
+            )
+        if not existing:
+            existing = db.scalar(
+                select(EmployeeNewsLink).where(
+                    EmployeeNewsLink.employee_id == employee.id,
+                    EmployeeNewsLink.source_hash == source_hash,
+                )
+            )
+        if not existing:
+            existing = EmployeeNewsLink(employee_id=employee.id, source_hash=source_hash, title=_news_link_title(news_link))
+            db.add(existing)
+        _apply_news_link(existing, news_link, source_hash)
+
+    if seen_hashes:
+        stale = db.scalars(
+            select(EmployeeNewsLink).where(
+                EmployeeNewsLink.employee_id == employee.id,
+                EmployeeNewsLink.source_hash.not_in(seen_hashes),
+            )
+        ).all()
+        for item in stale:
+            db.delete(item)
+
+
+def _news_link_payloads(parsed: dict) -> list[dict]:
+    news_links = []
+    for section in parsed.get("sections") or []:
+        if not isinstance(section, dict) or section.get("type") != "news":
+            continue
+        for item in section.get("news_links") or []:
+            if isinstance(item, dict):
+                news_links.append(item)
+    return news_links
+
+
+def _apply_news_link(target: EmployeeNewsLink, news_link: dict, source_hash: str) -> None:
+    target.title = _news_link_title(news_link)
+    target.url = _clean_optional(news_link.get("url"))
+    target.summary = _clean_optional(news_link.get("summary"))
+    target.published_at = _datetime_or_none(news_link.get("published_at"))
+    target.published_year = _int_or_none(news_link.get("published_year"))
+    target.raw_data = news_link.get("raw_data") if isinstance(news_link.get("raw_data"), dict) else news_link
+    target.source_hash = source_hash
+
+
+def _news_link_hash(news_link: dict) -> str:
+    return _payload_hash(news_link.get("raw_data") if isinstance(news_link.get("raw_data"), dict) else news_link)
+
+
+def _news_link_title(news_link: dict) -> str:
+    return _clean_optional(news_link.get("title") or news_link.get("url")) or "Untitled news"
+
+
+def _datetime_or_none(value: object) -> datetime | None:
+    if isinstance(value, datetime):
+        return value
+    if not value:
+        return None
+    try:
+        parsed = datetime.fromisoformat(str(value).replace("Z", "+00:00"))
+    except ValueError:
+        return None
+    return parsed if parsed.tzinfo else parsed.replace(tzinfo=timezone.utc)
+
+
+def _mark_dismissed(db: Session, run: CrawlRun, found_keys: set[str], session: requests.Session, timeout: int) -> int:
     dismissed = 0
     active = db.scalars(select(Employee).where(Employee.status == "active")).all()
     now = datetime.now(timezone.utc)
     for employee in active:
         if employee.profile_key in found_keys:
             continue
+        profile_available = _profile_is_available(session, employee.canonical_url, timeout)
+        if profile_available:
+            _record_employee_change(
+                db,
+                run,
+                employee,
+                "missing_from_source",
+                profile_available=True,
+                message="Профиль доступен, но ссылка отсутствует в исходном списке.",
+            )
+            continue
         employee.status = "dismissed"
         employee.dismissed_at = now
+        _record_employee_change(
+            db,
+            run,
+            employee,
+            "dismissed",
+            profile_available=False,
+            message="Сотрудник отсутствует в исходном списке, профиль не подтвердился как доступный.",
+        )
         dismissed += 1
     db.commit()
     return dismissed
 
 
+def _profile_is_available(session: requests.Session, url: str, timeout: int) -> bool:
+    try:
+        response = session.get(url, headers=HEADERS, timeout=timeout, allow_redirects=True)
+        return response.status_code < 400
+    except requests.RequestException:
+        return False
+
+
+def _record_employee_change(
+    db: Session,
+    run: CrawlRun,
+    employee: Employee,
+    change_type: str,
+    *,
+    profile_available: bool | None,
+    message: str,
+) -> None:
+    db.add(
+        CrawlRunEmployeeChange(
+            crawl_run_id=run.id,
+            employee_id=employee.id,
+            profile_key=employee.profile_key,
+            profile_url=employee.canonical_url,
+            full_name=employee.full_name,
+            change_type=change_type,
+            profile_available=profile_available,
+            message=message,
+        )
+    )
+
+
 def _checksum(data: dict) -> str:
-    payload = json.dumps(data, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    payload = json.dumps(_stable_checksum_payload(data), ensure_ascii=False, sort_keys=True, separators=(",", ":"))
     return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+
+
+def _stable_checksum_payload(value):
+    if isinstance(value, dict):
+        return {key: _stable_checksum_payload(item) for key, item in value.items()}
+    if isinstance(value, list):
+        return [_stable_checksum_payload(item) for item in value]
+    if isinstance(value, str):
+        return _normalize_date_dependent_experience(value)
+    return value
+
+
+def _normalize_date_dependent_experience(value: str) -> str:
+    return re.sub(
+        r"(?i)(стаж(?:\s+работы)?(?:\s+в\s+ниу\s+вшэ|\s+в\s+вшэ)?\s*:?\s*)\d+\s*(?:год(?:а|ов)?|лет)",
+        r"\1<experience-years>",
+        value,
+    )

app/services/dataset_versions.py

@@ -0,0 +1,227 @@
+import hashlib
+import json
+from dataclasses import dataclass
+
+from sqlalchemy import desc, select
+from sqlalchemy.orm import Session
+
+from app.models import DatasetVersion, DatasetVersionItem, Employee
+
+
+@dataclass(frozen=True)
+class EmployeeMarker:
+    profile_key: str
+    employee_id: int | None
+    status: str
+    checksum: str
+
+
+def get_or_create_current_version(db: Session, *, crawl_run_id: int | None = None) -> DatasetVersion:
+    employees = db.scalars(select(Employee).order_by(Employee.profile_key)).all()
+    markers = [_employee_marker(employee) for employee in employees]
+    dataset_hash = _dataset_hash(markers)
+    latest = get_latest_version(db)
+    if latest and latest.hash == dataset_hash:
+        return latest
+
+    active_count = sum(1 for marker in markers if marker.status == "active")
+    dismissed_count = sum(1 for marker in markers if marker.status == "dismissed")
+    version = DatasetVersion(
+        hash=dataset_hash,
+        previous_hash=latest.hash if latest else None,
+        crawl_run_id=crawl_run_id,
+        employee_count=len(markers),
+        active_count=active_count,
+        dismissed_count=dismissed_count,
+    )
+    db.add(version)
+    db.flush()
+    for marker in markers:
+        db.add(
+            DatasetVersionItem(
+                dataset_version_id=version.id,
+                profile_key=marker.profile_key,
+                employee_id=marker.employee_id,
+                status=marker.status,
+                checksum=marker.checksum,
+            )
+        )
+    db.flush()
+    return version
+
+
+def get_latest_version(db: Session) -> DatasetVersion | None:
+    return db.scalar(select(DatasetVersion).order_by(desc(DatasetVersion.created_at), desc(DatasetVersion.id)).limit(1))
+
+
+def get_version_by_hash(db: Session, dataset_hash: str | None) -> DatasetVersion | None:
+    if not dataset_hash:
+        return None
+    return db.scalar(select(DatasetVersion).where(DatasetVersion.hash == dataset_hash).limit(1))
+
+
+def service_info_payload(db: Session, *, tools: list[dict], service_name: str, backend_version: str, protocol_version: str) -> dict:
+    version = get_or_create_current_version(db)
+    db.commit()
+    return {
+        "service_name": service_name,
+        "backend_version": backend_version,
+        "protocolVersion": protocol_version,
+        "tools": tools,
+        "dataset": _version_payload(version),
+    }
+
+
+def sync_employees_payload(db: Session, *, client_hash: str | None = None, include_data: bool = True) -> dict:
+    current = get_or_create_current_version(db)
+    db.commit()
+    if not client_hash:
+        return _full_sync_payload(db, current, include_data=include_data, reason=None)
+    if client_hash == current.hash:
+        return {
+            "mode": "delta",
+            "from_hash": client_hash,
+            "to_hash": current.hash,
+            "dataset": _version_payload(current),
+            "changes": {"added": [], "updated": [], "dismissed": [], "removed": []},
+        }
+
+    previous = get_version_by_hash(db, client_hash)
+    if not previous:
+        return _full_sync_payload(db, current, include_data=include_data, reason="unknown_client_hash", from_hash=client_hash)
+
+    return _delta_sync_payload(db, previous, current, include_data=include_data)
+
+
+def _full_sync_payload(
+    db: Session,
+    current: DatasetVersion,
+    *,
+    include_data: bool,
+    reason: str | None,
+    from_hash: str | None = None,
+) -> dict:
+    employees = db.scalars(select(Employee).order_by(Employee.profile_key)).all()
+    payload = {
+        "mode": "full",
+        "from_hash": from_hash,
+        "to_hash": current.hash,
+        "dataset": _version_payload(current),
+        "items": [_employee_payload(employee, include_data=include_data) for employee in employees],
+    }
+    if reason:
+        payload["reason"] = reason
+    return payload
+
+
+def _delta_sync_payload(db: Session, previous: DatasetVersion, current: DatasetVersion, *, include_data: bool) -> dict:
+    previous_items = _items_by_profile_key(previous)
+    current_items = _items_by_profile_key(current)
+    employees = {employee.profile_key: employee for employee in db.scalars(select(Employee)).all()}
+    added = []
+    updated = []
+    dismissed = []
+    removed = []
+
+    for profile_key, current_item in sorted(current_items.items()):
+        previous_item = previous_items.get(profile_key)
+        employee = employees.get(profile_key)
+        if not previous_item:
+            if employee:
+                added.append(_employee_payload(employee, include_data=include_data))
+            continue
+        if previous_item.checksum == current_item.checksum and previous_item.status == current_item.status:
+            continue
+        if current_item.status == "dismissed":
+            dismissed.append(_tombstone(profile_key, current_item.status, employee))
+        elif employee:
+            updated.append(_employee_payload(employee, include_data=include_data))
+
+    for profile_key, previous_item in sorted(previous_items.items()):
+        if profile_key not in current_items:
+            removed.append(_tombstone(profile_key, "removed", employees.get(profile_key), checksum=previous_item.checksum))
+
+    return {
+        "mode": "delta",
+        "from_hash": previous.hash,
+        "to_hash": current.hash,
+        "dataset": _version_payload(current),
+        "changes": {
+            "added": added,
+            "updated": updated,
+            "dismissed": dismissed,
+            "removed": removed,
+        },
+    }
+
+
+def _items_by_profile_key(version: DatasetVersion) -> dict[str, DatasetVersionItem]:
+    return {item.profile_key: item for item in version.items}
+
+
+def _version_payload(version: DatasetVersion) -> dict:
+    return {
+        "hash": version.hash,
+        "previous_hash": version.previous_hash,
+        "created_at": version.created_at.isoformat() if version.created_at else None,
+        "crawl_run_id": version.crawl_run_id,
+        "employee_count": version.employee_count,
+        "active_count": version.active_count,
+        "dismissed_count": version.dismissed_count,
+    }
+
+
+def _employee_marker(employee: Employee) -> EmployeeMarker:
+    return EmployeeMarker(
+        profile_key=employee.profile_key,
+        employee_id=employee.id,
+        status=employee.status,
+        checksum=employee.current_checksum or _payload_hash(employee.current_data or {}),
+    )
+
+
+def _dataset_hash(markers: list[EmployeeMarker]) -> str:
+    payload = [
+        {"profile_key": marker.profile_key, "status": marker.status, "checksum": marker.checksum}
+        for marker in sorted(markers, key=lambda item: item.profile_key)
+    ]
+    return _payload_hash(payload)
+
+
+def _payload_hash(value: object) -> str:
+    payload = json.dumps(value, ensure_ascii=False, sort_keys=True, separators=(",", ":"), default=str)
+    return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+
+
+def _employee_payload(employee: Employee, *, include_data: bool) -> dict:
+    payload = {
+        "profile_key": employee.profile_key,
+        "profile_id": employee.profile_id,
+        "full_name": employee.full_name,
+        "status": employee.status,
+        "canonical_url": employee.canonical_url,
+        "last_seen_at": employee.last_seen_at.isoformat() if employee.last_seen_at else None,
+        "dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
+        "checksum": employee.current_checksum or _payload_hash(employee.current_data or {}),
+    }
+    if include_data:
+        payload["data"] = employee.current_data
+    return payload
+
+
+def _tombstone(profile_key: str, status: str, employee: Employee | None, *, checksum: str | None = None) -> dict:
+    payload = {
+        "profile_key": profile_key,
+        "status": status,
+        "checksum": checksum or (employee.current_checksum if employee else None),
+    }
+    if employee:
+        payload.update(
+            {
+                "profile_id": employee.profile_id,
+                "full_name": employee.full_name,
+                "canonical_url": employee.canonical_url,
+                "dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
+            }
+        )
+    return payload

app/services/resource_cache.py

@@ -0,0 +1,147 @@
+from __future__ import annotations
+
+import gzip
+import hashlib
+import json
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from typing import Any
+
+import requests
+from sqlalchemy import select
+from sqlalchemy.orm import Session
+
+from app.models import ParseResourceCache
+from app.version import BACKEND_VERSION
+
+
+@dataclass(frozen=True)
+class CachedResource:
+    text: str
+    body_hash: str
+    from_cache: bool
+    status_code: int
+
+
+class ResourceCache:
+    def __init__(self, db: Session):
+        self.db = db
+
+    def fetch_text(
+        self,
+        session: requests.Session,
+        *,
+        profile_key: str,
+        resource_key: str,
+        method: str,
+        url: str,
+        headers: dict[str, str],
+        timeout: int,
+        json_payload: Any | None = None,
+        params: dict[str, Any] | None = None,
+    ) -> CachedResource:
+        method = method.upper()
+        fingerprint = _request_fingerprint(method=method, url=url, json_payload=json_payload, params=params)
+        cached = self.db.scalar(
+            select(ParseResourceCache).where(
+                ParseResourceCache.profile_key == profile_key,
+                ParseResourceCache.resource_key == resource_key,
+                ParseResourceCache.request_fingerprint == fingerprint,
+            )
+        )
+
+        request_headers = dict(headers)
+        if cached:
+            if cached.etag:
+                request_headers["If-None-Match"] = cached.etag
+            if cached.last_modified:
+                request_headers["If-Modified-Since"] = cached.last_modified
+
+        response = _send(
+            session,
+            method=method,
+            url=url,
+            headers=request_headers,
+            timeout=timeout,
+            json_payload=json_payload,
+            params=params,
+        )
+        if response.status_code == 304 and cached:
+            cached.fetched_at = datetime.now(timezone.utc)
+            self.db.flush()
+            return CachedResource(
+                text=gzip.decompress(cached.body_snapshot).decode("utf-8"),
+                body_hash=cached.body_hash,
+                from_cache=True,
+                status_code=response.status_code,
+            )
+
+        response.raise_for_status()
+        text = response.text
+        body_hash = _body_hash(text)
+        etag = response.headers.get("ETag") if hasattr(response, "headers") else None
+        last_modified = response.headers.get("Last-Modified") if hasattr(response, "headers") else None
+
+        if cached:
+            cached.method = method
+            cached.url = url
+            cached.etag = etag
+            cached.last_modified = last_modified
+            cached.body_hash = body_hash
+            cached.body_snapshot = gzip.compress(text.encode("utf-8"))
+            cached.parser_version = BACKEND_VERSION
+            cached.fetched_at = datetime.now(timezone.utc)
+        else:
+            self.db.add(
+                ParseResourceCache(
+                    profile_key=profile_key,
+                    resource_key=resource_key,
+                    method=method,
+                    url=url,
+                    request_fingerprint=fingerprint,
+                    etag=etag,
+                    last_modified=last_modified,
+                    body_hash=body_hash,
+                    body_snapshot=gzip.compress(text.encode("utf-8")),
+                    parser_version=BACKEND_VERSION,
+                    fetched_at=datetime.now(timezone.utc),
+                )
+            )
+        self.db.flush()
+        return CachedResource(text=text, body_hash=body_hash, from_cache=False, status_code=response.status_code)
+
+
+def _send(
+    session: requests.Session,
+    *,
+    method: str,
+    url: str,
+    headers: dict[str, str],
+    timeout: int,
+    json_payload: Any | None,
+    params: dict[str, Any] | None,
+) -> requests.Response:
+    if method == "POST":
+        return session.post(url, json=json_payload, headers=headers, timeout=timeout, params=params)
+    return session.get(url, headers=headers, timeout=timeout, params=params)
+
+
+def _request_fingerprint(
+    *,
+    method: str,
+    url: str,
+    json_payload: Any | None,
+    params: dict[str, Any] | None,
+) -> str:
+    payload = {
+        "method": method,
+        "url": url,
+        "json": json_payload,
+        "params": params,
+    }
+    encoded = json.dumps(payload, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(encoded.encode("utf-8")).hexdigest()
+
+
+def _body_hash(text: str) -> str:
+    return hashlib.sha256(text.encode("utf-8")).hexdigest()

app/static/admin.css

@@ -1,6 +1,8 @@
 .admin {
   margin: 0;
   min-height: 100vh;
+  display: flex;
+  flex-direction: column;
   color: #1f2937;
   background: #f6f7f9;
   font-family: Arial, sans-serif;
@@ -21,6 +23,11 @@
   font-size: 20px;
 }
 
+.admin__brand-link {
+  color: inherit;
+  text-decoration: none;
+}
+
 .admin__nav {
   display: flex;
   align-items: center;
@@ -34,6 +41,7 @@
 }
 
 .admin__main {
+  flex: 1;
   width: min(1180px, calc(100% - 32px));
   margin: 28px auto;
 }
@@ -52,18 +60,30 @@
 }
 
 .metric {
+  display: block;
   padding: 18px;
   background: #ffffff;
   border: 1px solid #d9dee7;
   border-radius: 8px;
 }
 
+.metric--link {
+  color: inherit;
+  text-decoration: none;
+}
+
+.metric--link:hover {
+  border-color: #0f766e;
+}
+
 .metric__label {
+  display: block;
   color: #6b7280;
   font-size: 13px;
 }
 
 .metric__value {
+  display: block;
   margin-top: 8px;
   font-size: 28px;
   font-weight: 700;
@@ -87,6 +107,14 @@
   border-collapse: collapse;
 }
 
+.table__row {
+  cursor: pointer;
+}
+
+.table__row:hover {
+  background: #f0fdfa;
+}
+
 .table__cell,
 .table__head {
   padding: 10px 8px;
@@ -143,6 +171,10 @@
   background: transparent;
 }
 
+.button--compact {
+  padding: 8px 12px;
+}
+
 .code {
   overflow-x: auto;
   padding: 14px;
@@ -152,6 +184,200 @@
   white-space: pre-wrap;
 }
 
+.employee-card {
+  display: grid;
+  gap: 18px;
+}
+
+.employee-card__header {
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 18px;
+  padding: 22px;
+  background: #ffffff;
+  border: 1px solid #d9dee7;
+  border-radius: 8px;
+}
+
+.employee-card__identity {
+  display: grid;
+  gap: 10px;
+}
+
+.employee-card__actions {
+  display: grid;
+  justify-items: end;
+  gap: 10px;
+}
+
+.employee-card__title {
+  margin: 0;
+  font-size: 24px;
+}
+
+.employee-card__notice {
+  margin: 0;
+  padding: 12px 14px;
+  border-radius: 8px;
+  font-weight: 700;
+}
+
+.employee-card__notice--success {
+  color: #065f46;
+  background: #d1fae5;
+}
+
+.employee-card__notice--error {
+  color: #991b1b;
+  background: #fee2e2;
+}
+
+.employee-card__section {
+  padding: 20px;
+  background: #ffffff;
+  border: 1px solid #d9dee7;
+  border-radius: 8px;
+}
+
+.employee-card__meta {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));
+  gap: 14px;
+  margin: 0;
+}
+
+.employee-card__meta-item {
+  min-width: 0;
+}
+
+.employee-card__meta-item--wide {
+  grid-column: 1 / -1;
+}
+
+.employee-card__meta-label {
+  margin-bottom: 5px;
+  color: #6b7280;
+  font-size: 12px;
+  font-weight: 700;
+  text-transform: uppercase;
+}
+
+.employee-card__meta-value {
+  margin: 0;
+  color: #1f2937;
+  line-height: 1.45;
+}
+
+.employee-card__list {
+  display: grid;
+  gap: 8px;
+  margin: 0;
+  padding-left: 18px;
+}
+
+.employee-card__list-item {
+  line-height: 1.45;
+}
+
+.employee-card__sections {
+  display: grid;
+  gap: 14px;
+}
+
+.employee-section {
+  padding: 16px;
+  background: #f9fafb;
+  border: 1px solid #e5e7eb;
+  border-radius: 8px;
+}
+
+.employee-section__header {
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 12px;
+  margin-bottom: 12px;
+}
+
+.employee-section__title {
+  margin: 0;
+  font-size: 17px;
+}
+
+.employee-section__type {
+  flex: 0 0 auto;
+  padding: 3px 8px;
+  color: #475569;
+  background: #e2e8f0;
+  border-radius: 999px;
+  font-size: 12px;
+}
+
+.employee-section__note {
+  margin: 0 0 10px;
+  color: #4b5563;
+  font-weight: 700;
+}
+
+.employee-section__text {
+  margin: 0 0 10px;
+  line-height: 1.55;
+}
+
+.employee-section__meta {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px 12px;
+  color: #4b5563;
+  font-size: 13px;
+}
+
+.employee-section__meta-item {
+  line-height: 1.4;
+}
+
+.employee-section__table-wrap {
+  overflow-x: auto;
+}
+
+.employee-section__table {
+  width: 100%;
+  border-collapse: collapse;
+  background: #ffffff;
+}
+
+.employee-section__head,
+.employee-section__cell {
+  padding: 10px;
+  border-bottom: 1px solid #e5e7eb;
+  text-align: left;
+  vertical-align: top;
+}
+
+.employee-section__head {
+  color: #374151;
+  background: #f3f4f6;
+  font-size: 13px;
+}
+
+.employee-section__links {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+  margin-top: 12px;
+}
+
+.employee-section__link {
+  padding: 5px 9px;
+  color: #0f766e;
+  background: #ccfbf1;
+  border-radius: 999px;
+  font-size: 12px;
+  font-weight: 700;
+  text-decoration: none;
+}
+
 .stats-strip {
   display: grid;
   grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
@@ -160,12 +386,22 @@
 }
 
 .stats-strip__item {
+  display: block;
   padding: 14px 16px;
   background: #ffffff;
   border: 1px solid #d9dee7;
   border-radius: 8px;
 }
 
+.stats-strip__item--link {
+  color: inherit;
+  text-decoration: none;
+}
+
+.stats-strip__item--link:hover {
+  border-color: #0f766e;
+}
+
 .stats-strip__label {
   display: block;
   color: #6b7280;
@@ -399,7 +635,8 @@
   }
 
   .progress-panel__header,
-  .directory__header {
+  .directory__header,
+  .employee-card__header {
     align-items: stretch;
     flex-direction: column;
   }

app/static/admin.js

@@ -59,10 +59,23 @@
         applyColumns(columns);
       });
     });
+  }
+
+  function setupClickableRows() {
+    const openRow = (row) => {
+      window.location.href = row.dataset.rowHref;
+    };
+
     document.querySelectorAll("[data-row-href]").forEach((row) => {
       row.addEventListener("click", (event) => {
         if (event.target.closest("a, button, input, select, label")) return;
-        window.location.href = row.dataset.rowHref;
+        openRow(row);
+      });
+      row.addEventListener("keydown", (event) => {
+        if (!["Enter", " "].includes(event.key)) return;
+        if (event.target.closest("a, button, input, select, label")) return;
+        event.preventDefault();
+        openRow(row);
       });
     });
   }
@@ -76,12 +89,14 @@
       const status = document.querySelector("[data-progress-status]");
       const processed = document.querySelector("[data-progress-processed]");
       const found = document.querySelector("[data-progress-found]");
+      const skipped = document.querySelector("[data-progress-skipped]");
       const errors = document.querySelector("[data-progress-errors]");
       const fill = document.querySelector("[data-progress-fill]");
       const percent = document.querySelector("[data-progress-percent]");
-      if (status) status.textContent = run.status;
+      if (status) status.textContent = run.status_display || run.status;
       if (processed) processed.textContent = run.processed_count;
       if (found) found.textContent = run.found_count;
+      if (skipped) skipped.textContent = run.skipped_count;
       if (errors) errors.textContent = run.error_count;
       if (fill) fill.style.width = `${run.progress_percent}%`;
       if (percent) percent.textContent = run.progress_percent;
@@ -107,5 +122,6 @@
   }
 
   setupColumns();
+  setupClickableRows();
   setupProgress();
 })();

app/templates/base.html

@@ -8,14 +8,13 @@
   </head>
   <body class="admin">
     <header class="admin__header">
-      <h1 class="admin__brand">MIEM Employees</h1>
+      <h1 class="admin__brand"><a class="admin__brand-link" href="/admin">MIEM Employees</a></h1>
       <nav class="admin__nav">
-        <a class="admin__link" href="/admin">Dashboard</a>
+        <a class="admin__link" href="/admin">Обзор</a>
-        <a class="admin__link" href="/admin/directory">Directory</a>
+        <a class="admin__link" href="/admin/directory">Сотрудники</a>
-        <a class="admin__link" href="/admin/employees">Employees</a>
+        <a class="admin__link" href="/admin/runs">Запуски</a>
-        <a class="admin__link" href="/admin/runs">Runs</a>
         <form method="post" action="/admin/logout">
-          <button class="button button--ghost" type="submit">Logout</button>
+          <button class="button button--ghost" type="submit">Выйти</button>
         </form>
       </nav>
     </header>

app/templates/dashboard.html

@@ -1,43 +1,44 @@
 {% extends "base.html" %}
-{% block title %}Dashboard · MIEM Employees{% endblock %}
+{% block title %}Обзор · MIEM Employees{% endblock %}
 {% block content %}
 <section class="admin__grid">
-  <div class="metric"><div class="metric__label">Total</div><div class="metric__value">{{ counts.total }}</div></div>
+  <a class="metric metric--link" href="/admin/directory"><span class="metric__label">Всего в базе</span><span class="metric__value">{{ counts.total }}</span></a>
-  <div class="metric"><div class="metric__label">Active</div><div class="metric__value">{{ counts.active }}</div></div>
+  <a class="metric metric--link" href="/admin/directory?status=active"><span class="metric__label">Работают</span><span class="metric__value">{{ counts.active }}</span></a>
-  <div class="metric"><div class="metric__label">New in last run</div><div class="metric__value">{{ counts.new_in_last_run }}</div></div>
+  <a class="metric metric--link" href="{% if latest_run %}/admin/runs/{{ latest_run.id }}#new-employees{% else %}/admin/runs{% endif %}"><span class="metric__label">Новые за запуск</span><span class="metric__value">{{ counts.new_in_last_run }}</span></a>
-  <div class="metric"><div class="metric__label">Dismissed</div><div class="metric__value">{{ counts.dismissed }}</div></div>
+  <a class="metric metric--link" href="/admin/directory?status=dismissed"><span class="metric__label">Уволены</span><span class="metric__value">{{ counts.dismissed }}</span></a>
 </section>
 <section class="stats-strip">
   <div class="stats-strip__item">
-    <span class="stats-strip__label">Latest added</span>
+    <span class="stats-strip__label">Последний добавленный</span>
     {% if counts.latest_added %}
     <a class="stats-strip__value" href="/admin/employees/{{ counts.latest_added.id }}">{{ counts.latest_added.full_name or counts.latest_added.canonical_url }}</a>
     {% else %}
-    <span class="stats-strip__value">No employees yet</span>
+    <span class="stats-strip__value">Сотрудников пока нет</span>
     {% endif %}
   </div>
-  <div class="stats-strip__item">
+  <a class="stats-strip__item stats-strip__item--link" href="/admin/runs">
-    <span class="stats-strip__label">Runs</span>
+    <span class="stats-strip__label">Запуски</span>
     <span class="stats-strip__value">{{ counts.runs }}</span>
-  </div>
+  </a>
   <div class="stats-strip__item">
-    <span class="stats-strip__label">Errors</span>
+    <span class="stats-strip__label">Ошибки</span>
     <span class="stats-strip__value">{{ counts.errors }}</span>
   </div>
 </section>
 <section class="panel progress-panel" data-progress-panel>
   <div class="progress-panel__header">
-    <h2 class="panel__title">Parsing progress</h2>
+    <h2 class="panel__title">Прогресс парсинга</h2>
     <form method="post" action="/admin/crawl-now">
-      <button class="button" type="submit">Start crawl now</button>
+      <button class="button" type="submit">Запустить парсинг</button>
     </form>
   </div>
   {% set run = counts.current_running_run or latest_run %}
   <div class="progress-panel__body" data-progress-body>
     <div class="progress-panel__meta">
-      <span data-progress-status>{{ run.status if run else "idle" }}</span>
+      <span data-progress-status>{{ run.status_display if run else "Ожидание" }}</span>
-      <span><span data-progress-processed>{{ run.processed_count if run else 0 }}</span> / <span data-progress-found>{{ run.found_count if run else 0 }}</span> processed</span>
+      <span>обработано: <span data-progress-processed>{{ run.processed_count if run else 0 }}</span> / <span data-progress-found>{{ run.found_count if run else 0 }}</span></span>
-      <span><span data-progress-errors>{{ run.error_count if run else 0 }}</span> errors</span>
+      <span>без изменений: <span data-progress-skipped>{{ run.skipped_count if run else 0 }}</span></span>
+      <span>ошибок: <span data-progress-errors>{{ run.error_count if run else 0 }}</span></span>
     </div>
     <div class="progress-bar" aria-label="Parsing progress">
       <div class="progress-bar__fill" data-progress-fill style="width: {{ run.progress_percent if run else 0 }}%"></div>
@@ -46,12 +47,12 @@
   </div>
 </section>
 <section class="panel">
-  <h2 class="panel__title">Latest runs</h2>
+  <h2 class="panel__title">Последние запуски</h2>
   <table class="table">
-    <thead><tr><th class="table__head">ID</th><th class="table__head">Status</th><th class="table__head">Parsed</th><th class="table__head">Errors</th><th class="table__head">Started</th></tr></thead>
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Обработано</th><th class="table__head">Без изменений</th><th class="table__head">Ошибки</th><th class="table__head">Старт</th></tr></thead>
     <tbody>
       {% for run in runs %}
-      <tr><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.started_at }}</td></tr>
+      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.skipped_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
       {% endfor %}
     </tbody>
   </table>

app/templates/directory.html

@@ -1,65 +1,72 @@
 {% extends "base.html" %}
-{% block title %}Directory · MIEM Employees{% endblock %}
+{% block title %}Сотрудники · MIEM Employees{% endblock %}
 {% block content %}
 <section class="directory">
   <div class="directory__header">
     <div>
-      <h2 class="directory__title">Directory</h2>
+      <h2 class="directory__title">Сотрудники</h2>
-      <p class="directory__summary">{{ page.total }} employees found</p>
+      <p class="directory__summary">Найдено: {{ page.total }}</p>
     </div>
-    <button class="button" type="button" data-columns-open>Columns</button>
+    <button class="button" type="button" data-columns-open>Колонки</button>
   </div>
 
   <form class="directory__filters" method="get" action="/admin/directory">
-    <input class="directory__input" name="q" value="{{ filters.q }}" placeholder="Name or URL">
+    <input class="directory__input" name="q" value="{{ filters.q }}" placeholder="ФИО или ссылка">
     <select class="directory__input" name="status">
-      <option value="" {% if not filters.status %}selected{% endif %}>All statuses</option>
+      <option value="" {% if not filters.status %}selected{% endif %}>Все статусы</option>
-      <option value="active" {% if filters.status == "active" %}selected{% endif %}>Active</option>
+      <option value="active" {% if filters.status == "active" %}selected{% endif %}>Работает</option>
-      <option value="dismissed" {% if filters.status == "dismissed" %}selected{% endif %}>Dismissed</option>
+      <option value="dismissed" {% if filters.status == "dismissed" %}selected{% endif %}>Уволен</option>
     </select>
     <select class="directory__input" name="has_email">
-      <option value="" {% if not filters.has_email %}selected{% endif %}>Any email</option>
+      <option value="" {% if not filters.has_email %}selected{% endif %}>Любой email</option>
-      <option value="true" {% if filters.has_email == "true" %}selected{% endif %}>Has email</option>
+      <option value="true" {% if filters.has_email == "true" %}selected{% endif %}>Есть email</option>
-      <option value="false" {% if filters.has_email == "false" %}selected{% endif %}>No email</option>
+      <option value="false" {% if filters.has_email == "false" %}selected{% endif %}>Нет email</option>
     </select>
-    <input class="directory__input" type="date" name="started_from" value="{{ filters.started_from }}" aria-label="First seen from">
+    <input class="directory__input" type="date" name="started_from" value="{{ filters.started_from }}" aria-label="Впервые найден с">
-    <input class="directory__input" type="date" name="started_to" value="{{ filters.started_to }}" aria-label="First seen to">
+    <input class="directory__input" type="date" name="started_to" value="{{ filters.started_to }}" aria-label="Впервые найден по">
     <select class="directory__input" name="sort">
-      {% for value, label in [("full_name", "Name"), ("status", "Status"), ("hse_start_year", "HSE start"), ("first_seen_at", "First seen"), ("last_seen_at", "Last seen"), ("dismissed_at", "Dismissed")] %}
+      {% for value, label in [("full_name", "ФИО"), ("status", "Статус"), ("hse_start_year", "Год начала"), ("first_seen_at", "Впервые найден"), ("last_seen_at", "Последний раз найден"), ("dismissed_at", "Дата увольнения")] %}
-      <option value="{{ value }}" {% if filters.sort == value %}selected{% endif %}>Sort: {{ label }}</option>
+      <option value="{{ value }}" {% if filters.sort == value %}selected{% endif %}>Сортировка: {{ label }}</option>
       {% endfor %}
     </select>
     <select class="directory__input" name="direction">
-      <option value="asc" {% if filters.direction == "asc" %}selected{% endif %}>Ascending</option>
+      <option value="asc" {% if filters.direction == "asc" %}selected{% endif %}>По возрастанию</option>
-      <option value="desc" {% if filters.direction == "desc" %}selected{% endif %}>Descending</option>
+      <option value="desc" {% if filters.direction == "desc" %}selected{% endif %}>По убыванию</option>
     </select>
-    <button class="button" type="submit">Apply</button>
+    <select class="directory__input" name="limit" onchange="this.form.offset.value = 0; this.form.submit()">
+      {% for value in [25, 50, 100] %}
+      <option value="{{ value }}" {% if filters.limit == value %}selected{% endif %}>На странице: {{ value }}</option>
+      {% endfor %}
+    </select>
+    <input type="hidden" name="offset" value="{{ filters.offset }}">
+    <button class="button" type="submit">Применить</button>
   </form>
 
   <div class="directory__table-wrap">
     <table class="directory-table" data-directory-table>
       <thead>
         <tr>
-          <th class="directory-table__head" data-column="full_name">Name</th>
+          <th class="directory-table__head" data-column="full_name">ФИО</th>
-          <th class="directory-table__head" data-column="status">Status</th>
+          <th class="directory-table__head" data-column="status">Статус</th>
-          <th class="directory-table__head" data-column="positions">Positions</th>
+          <th class="directory-table__head" data-column="positions">Должности</th>
-          <th class="directory-table__head" data-column="hse_start_year">HSE start</th>
+          <th class="directory-table__head" data-column="hse_start_year">Год начала</th>
           <th class="directory-table__head" data-column="email">Email</th>
-          <th class="directory-table__head" data-column="phone">Phone</th>
+          <th class="directory-table__head" data-column="phone">Телефон</th>
-          <th class="directory-table__head" data-column="address">Address</th>
+          <th class="directory-table__head" data-column="address">Адрес</th>
-          <th class="directory-table__head" data-column="publications_count">Publications</th>
+          <th class="directory-table__head" data-column="publications_count">Публикации</th>
-          <th class="directory-table__head" data-column="courses_count">Courses</th>
+          <th class="directory-table__head" data-column="courses_count">Курсы</th>
-          <th class="directory-table__head" data-column="first_seen_at">First seen</th>
+          <th class="directory-table__head" data-column="news_count">Новости</th>
-          <th class="directory-table__head" data-column="last_seen_at">Last seen</th>
+          <th class="directory-table__head" data-column="first_seen_at">Впервые найден</th>
-          <th class="directory-table__head" data-column="dismissed_at">Dismissed</th>
+          <th class="directory-table__head" data-column="last_seen_at">Последний раз найден</th>
-          <th class="directory-table__head" data-column="profile">Profile</th>
+          <th class="directory-table__head" data-column="dismissed_at">Дата увольнения</th>
+          <th class="directory-table__head" data-column="profile">Профиль</th>
         </tr>
       </thead>
       <tbody>
-        {% for employee in page.items %}
+        {% for employee in page.employees %}
         <tr class="directory-table__row" data-row-href="/admin/employees/{{ employee.id }}">
-          <td class="directory-table__cell" data-column="full_name">{{ employee.full_name or "No name" }}</td>
+          <td class="directory-table__cell" data-column="full_name">{{ employee.full_name or "Без имени" }}</td>
-          <td class="directory-table__cell" data-column="status"><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status }}</span></td>
+          <td class="directory-table__cell" data-column="status"><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status_display }}</span></td>
           <td class="directory-table__cell" data-column="positions">{{ employee.positions_text }}</td>
           <td class="directory-table__cell" data-column="hse_start_year">{{ employee.hse_start_year or "" }}</td>
           <td class="directory-table__cell" data-column="email">{{ employee.email_text }}</td>
@@ -67,13 +74,14 @@
           <td class="directory-table__cell" data-column="address">{{ employee.address or "" }}</td>
           <td class="directory-table__cell" data-column="publications_count">{{ employee.publications_count }}</td>
           <td class="directory-table__cell" data-column="courses_count">{{ employee.courses_count }}</td>
-          <td class="directory-table__cell" data-column="first_seen_at">{{ employee.first_seen_at or "" }}</td>
+          <td class="directory-table__cell" data-column="news_count">{{ employee.news_count }}</td>
-          <td class="directory-table__cell" data-column="last_seen_at">{{ employee.last_seen_at or "" }}</td>
+          <td class="directory-table__cell" data-column="first_seen_at">{{ employee.first_seen_display }}</td>
-          <td class="directory-table__cell" data-column="dismissed_at">{{ employee.dismissed_at or "" }}</td>
+          <td class="directory-table__cell" data-column="last_seen_at">{{ employee.last_seen_display }}</td>
-          <td class="directory-table__cell" data-column="profile"><a class="admin__link" href="{{ employee.canonical_url }}">Open</a></td>
+          <td class="directory-table__cell" data-column="dismissed_at">{{ employee.dismissed_display }}</td>
+          <td class="directory-table__cell" data-column="profile"><a class="admin__link" href="{{ employee.canonical_url }}">Открыть</a></td>
         </tr>
         {% else %}
-        <tr><td class="directory-table__empty" colspan="13">No employees match these filters.</td></tr>
+        <tr><td class="directory-table__empty" colspan="14">По этим фильтрам сотрудники не найдены.</td></tr>
         {% endfor %}
       </tbody>
     </table>
@@ -83,24 +91,24 @@
     {% set prev_offset = filters.offset - filters.limit %}
     {% set next_offset = filters.offset + filters.limit %}
     {% if filters.offset > 0 %}
-    <a class="admin__link" href="{{ request.url.include_query_params(offset=prev_offset) }}">Previous</a>
+    <a class="admin__link" href="{{ request.url.include_query_params(offset=prev_offset) }}">Назад</a>
     {% endif %}
-    <span class="directory__page">Page {{ page.page }}{% if page.pages %} of {{ page.pages }}{% endif %}</span>
+    <span class="directory__page">Страница {{ page.page }}{% if page.pages %} из {{ page.pages }}{% endif %}</span>
     {% if next_offset < page.total %}
-    <a class="admin__link" href="{{ request.url.include_query_params(offset=next_offset) }}">Next</a>
+    <a class="admin__link" href="{{ request.url.include_query_params(offset=next_offset) }}">Вперед</a>
     {% endif %}
   </div>
 </section>
 
 <div class="columns-modal" data-columns-modal hidden>
   <div class="columns-modal__backdrop" data-columns-close></div>
-  <section class="columns-modal__panel" aria-label="Column settings">
+  <section class="columns-modal__panel" aria-label="Настройка колонок">
     <div class="columns-modal__header">
-      <h3 class="columns-modal__title">Visible columns</h3>
+      <h3 class="columns-modal__title">Отображаемые колонки</h3>
-      <button class="button button--ghost" type="button" data-columns-close>Close</button>
+      <button class="button button--ghost" type="button" data-columns-close>Закрыть</button>
     </div>
     <div class="columns-modal__grid">
-      {% for key, label in [("full_name", "Name"), ("status", "Status"), ("positions", "Positions"), ("hse_start_year", "HSE start"), ("email", "Email"), ("phone", "Phone"), ("address", "Address"), ("publications_count", "Publications"), ("courses_count", "Courses"), ("first_seen_at", "First seen"), ("last_seen_at", "Last seen"), ("dismissed_at", "Dismissed"), ("profile", "Profile")] %}
+      {% for key, label in [("full_name", "ФИО"), ("status", "Статус"), ("positions", "Должности"), ("hse_start_year", "Год начала"), ("email", "Email"), ("phone", "Телефон"), ("address", "Адрес"), ("publications_count", "Публикации"), ("courses_count", "Курсы"), ("news_count", "Новости"), ("first_seen_at", "Впервые найден"), ("last_seen_at", "Последний раз найден"), ("dismissed_at", "Дата увольнения"), ("profile", "Профиль")] %}
       <label class="columns-modal__option"><input class="columns-modal__checkbox" type="checkbox" value="{{ key }}" data-column-toggle> {{ label }}</label>
       {% endfor %}
     </div>

app/templates/employee_detail.html

@@ -1,26 +1,255 @@
 {% extends "base.html" %}
-{% block title %}{{ employee.full_name }} · MIEM Employees{% endblock %}
+{% block title %}{{ employee_view.full_name }} · MIEM Employees{% endblock %}
 {% block content %}
-<section class="panel">
+<section class="employee-card">
-  <h2 class="panel__title">{{ employee.full_name or employee.profile_key }}</h2>
+  <div class="employee-card__header">
-  <p><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status }}</span></p>
+    <div class="employee-card__identity">
-  <p><a class="admin__link" href="{{ employee.canonical_url }}">{{ employee.canonical_url }}</a></p>
+      <h2 class="employee-card__title">{{ employee_view.full_name or employee.profile_key }}</h2>
-  <h3>Tabs</h3>
+      <span class="badge {% if employee_view.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee_view.status_display }}</span>
-  <ul>
+    </div>
-    {% for tab in employee.tabs %}
+    <div class="employee-card__actions">
-    <li><a class="admin__link" href="{{ tab.href }}">{{ tab.title }}</a></li>
+      <form method="post" action="/admin/employees/{{ employee.id }}/refresh">
+        <button class="button button--compact" type="submit">Обновить данные</button>
+      </form>
+      <a class="admin__link" href="{{ employee_view.canonical_url }}">{{ employee_view.canonical_url }}</a>
+    </div>
+  </div>
+  {% if refresh_status == "success" %}
+  <p class="employee-card__notice employee-card__notice--success">Данные сотрудника обновлены.</p>
+  {% elif refresh_status == "error" %}
+  <p class="employee-card__notice employee-card__notice--error">Не удалось обновить данные сотрудника.</p>
+  {% endif %}
+
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">Основная информация</h3>
+    <dl class="employee-card__meta">
+      <div class="employee-card__meta-item">
+        <dt class="employee-card__meta-label">Должности</dt>
+        <dd class="employee-card__meta-value">
+          {% if employee_view.positions %}
+          <ul class="employee-card__list">
+            {% for position in employee_view.positions %}
+            <li class="employee-card__list-item">{{ position }}</li>
             {% endfor %}
           </ul>
-  <h3>Current data</h3>
+          {% else %}
-  <pre class="code">{{ employee.current_data | tojson(indent=2) }}</pre>
+          Не указано
+          {% endif %}
+        </dd>
+      </div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">Год начала работы в ВШЭ</dt><dd class="employee-card__meta-value">{{ employee_view.hse_start_year or "Не указано" }}</dd></div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">Тип профиля</dt><dd class="employee-card__meta-value">{{ employee_view.profile_type or "Не указано" }}</dd></div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">ID профиля</dt><dd class="employee-card__meta-value">{{ employee_view.profile_id or "Не указано" }}</dd></div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">Впервые найден</dt><dd class="employee-card__meta-value">{{ employee_view.first_seen_display }}</dd></div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">Последний раз найден</dt><dd class="employee-card__meta-value">{{ employee_view.last_seen_display }}</dd></div>
+      <div class="employee-card__meta-item"><dt class="employee-card__meta-label">Дата увольнения</dt><dd class="employee-card__meta-value">{{ employee_view.dismissed_display }}</dd></div>
+    </dl>
+  </section>
+
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">Контакты</h3>
+    <dl class="employee-card__meta">
+      <div class="employee-card__meta-item">
+        <dt class="employee-card__meta-label">Email</dt>
+        <dd class="employee-card__meta-value">
+          {% if employee_view.contacts.emails %}
+          <ul class="employee-card__list">
+            {% for email in employee_view.contacts.emails %}
+            <li class="employee-card__list-item"><a class="admin__link" href="mailto:{{ email }}">{{ email }}</a></li>
+            {% endfor %}
+          </ul>
+          {% else %}
+          Не указано
+          {% endif %}
+        </dd>
+      </div>
+      <div class="employee-card__meta-item">
+        <dt class="employee-card__meta-label">Телефоны</dt>
+        <dd class="employee-card__meta-value">{{ employee_view.contacts.phones | join(", ") if employee_view.contacts.phones else "Не указано" }}</dd>
+      </div>
+      <div class="employee-card__meta-item">
+        <dt class="employee-card__meta-label">Адрес</dt>
+        <dd class="employee-card__meta-value">{{ employee_view.contacts.address or "Не указано" }}</dd>
+      </div>
+      {% if employee_view.contacts.contact_items %}
+      <div class="employee-card__meta-item employee-card__meta-item--wide">
+        <dt class="employee-card__meta-label">Прочее</dt>
+        <dd class="employee-card__meta-value">
+          <ul class="employee-card__list">
+            {% for item in employee_view.contacts.contact_items %}
+            <li class="employee-card__list-item">{{ item }}</li>
+            {% endfor %}
+          </ul>
+        </dd>
+      </div>
+      {% endif %}
+    </dl>
+  </section>
+
+  {% if employee_view.external_ids %}
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">Внешние идентификаторы</h3>
+    <ul class="employee-card__list">
+      {% for external_id in employee_view.external_ids %}
+      <li class="employee-card__list-item">
+        <strong>{{ external_id.system }}:</strong>
+        {% if external_id.url %}
+        <a class="admin__link" href="{{ external_id.url }}">{{ external_id.value }}</a>
+        {% else %}
+        {{ external_id.value }}
+        {% endif %}
+      </li>
+      {% endfor %}
+    </ul>
+  </section>
+  {% endif %}
+
+  {% if employee_view.news_links %}
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">В новостях</h3>
+    <ul class="employee-card__list">
+      {% for news in employee_view.news_links %}
+      <li class="employee-card__list-item">
+        {% if news.published_display %}<div class="employee-section__meta"><span class="employee-section__meta-item">{{ news.published_display }}</span></div>{% endif %}
+        {% if news.url %}
+        <a class="admin__link" href="{{ news.url }}">{{ news.title }}</a>
+        {% else %}
+        {{ news.title }}
+        {% endif %}
+        {% if news.summary %}<div class="employee-section__text">{{ news.summary }}</div>{% endif %}
+      </li>
+      {% endfor %}
+    </ul>
+  </section>
+  {% endif %}
+
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">Разделы профиля</h3>
+    {% if employee_view.sections %}
+    <div class="employee-card__sections">
+      {% for section in employee_view.sections %}
+      <article class="employee-section">
+        <div class="employee-section__header">
+          <h4 class="employee-section__title">{{ section.title }}</h4>
+          <span class="employee-section__type">{{ section.type }}</span>
+        </div>
+
+        {% if section.type == "year_blocks" and section.year_entries %}
+        <ul class="employee-card__list">
+          {% for entry in section.year_entries %}
+          <li class="employee-card__list-item">{% if entry.year %}<strong>{{ entry.year }}:</strong> {% endif %}{{ entry.text }}</li>
+          {% endfor %}
+        </ul>
+        {% elif section.type == "publications" and section.publications %}
+        {% if section.publications_count %}<p class="employee-section__note">Всего: {{ section.publications_count }}</p>{% endif %}
+        <ul class="employee-card__list">
+          {% for publication in section.publications %}
+          <li class="employee-card__list-item">
+            {% if publication.url %}
+            <a class="admin__link" href="{{ publication.url }}">{{ publication.title }}</a>
+            {% else %}
+            {{ publication.title }}
+            {% endif %}
+            {% if publication.text and publication.text != publication.title %}<div class="employee-section__text">{{ publication.text }}</div>{% endif %}
+          </li>
+          {% endfor %}
+        </ul>
+        {% elif section.type == "courses_by_year" and section.courses %}
+        {% if section.academic_year %}<p class="employee-section__note">Учебный год: {{ section.academic_year }}</p>{% endif %}
+        <ul class="employee-card__list">
+          {% for course in section.courses %}
+          <li class="employee-card__list-item">
+            {% if course.url %}
+            <a class="admin__link" href="{{ course.url }}">{{ course.title }}</a>
+            {% else %}
+            {{ course.title }}
+            {% endif %}
+          </li>
+          {% endfor %}
+        </ul>
+        {% elif section.type == "graduation_theses" and section.theses %}
+        {% if section.theses_count %}<p class="employee-section__note">Всего: {{ section.theses_count }}</p>{% endif %}
+        <ul class="employee-card__list">
+          {% for thesis in section.theses %}
+          <li class="employee-card__list-item">
+            {% if thesis.student %}<strong>{{ thesis.student }}</strong>{% endif %}
+            {% if thesis.title %}
+            <div class="employee-section__text">
+              {% if thesis.project_url %}
+              <a class="admin__link" href="{{ thesis.project_url }}">{{ thesis.title }}</a>
+              {% else %}
+              {{ thesis.title }}
+              {% endif %}
+            </div>
+            {% endif %}
+            <div class="employee-section__meta">
+              {% if thesis.defense_year %}<span class="employee-section__meta-item">Год защиты: {{ thesis.defense_year }}</span>{% endif %}
+              {% if thesis.level %}<span class="employee-section__meta-item">{{ thesis.level }}</span>{% endif %}
+              {% if thesis.rating is not none %}<span class="employee-section__meta-item">Оценка: {{ thesis.rating }}</span>{% endif %}
+              {% if thesis.program %}
+              <span class="employee-section__meta-item">
+                {% if thesis.program_url %}<a class="admin__link" href="{{ thesis.program_url }}">{{ thesis.program }}</a>{% else %}{{ thesis.program }}{% endif %}
+              </span>
+              {% endif %}
+            </div>
+          </li>
+          {% endfor %}
+        </ul>
+        {% elif section.type == "table" and section.table %}
+        <div class="employee-section__table-wrap">
+          <table class="employee-section__table">
+            {% if section.table.headers %}
+            <thead><tr>{% for header in section.table.headers %}<th class="employee-section__head">{{ header }}</th>{% endfor %}</tr></thead>
+            {% endif %}
+            <tbody>
+              {% for row in section.table.rows %}
+              <tr>
+                {% for cell in row.cells %}
+                <td class="employee-section__cell">{{ cell }}</td>
+                {% endfor %}
+              </tr>
+              {% endfor %}
+            </tbody>
+          </table>
+        </div>
+        {% else %}
+        {% if section.paragraphs %}
+        {% for paragraph in section.paragraphs %}
+        <p class="employee-section__text">{{ paragraph }}</p>
+        {% endfor %}
+        {% endif %}
+        {% if section.list_items %}
+        <ul class="employee-card__list">
+          {% for item in section.list_items %}
+          <li class="employee-card__list-item">{{ item }}</li>
+          {% endfor %}
+        </ul>
+        {% endif %}
+        {% endif %}
+
+        {% if section.links and section.type not in ["courses_by_year", "graduation_theses"] %}
+        <div class="employee-section__links">
+          {% for link in section.links %}
+          <a class="employee-section__link" href="{{ link.url }}">{{ link.text }}</a>
+          {% endfor %}
+        </div>
+        {% endif %}
+      </article>
+      {% endfor %}
+    </div>
+    {% else %}
+    <p class="employee-section__text">Разделы профиля не найдены.</p>
+    {% endif %}
+  </section>
 </section>
+
 <section class="panel">
-  <h2 class="panel__title">Snapshots</h2>
+  <h2 class="panel__title">Снапшоты</h2>
   <table class="table">
-    <thead><tr><th class="table__head">Captured</th><th class="table__head">Checksum</th><th class="table__head">Parser</th></tr></thead>
+    <thead><tr><th class="table__head">Дата</th><th class="table__head">Checksum</th><th class="table__head">Парсер</th></tr></thead>
     <tbody>
       {% for snapshot in snapshots %}
-      <tr><td class="table__cell">{{ snapshot.captured_at }}</td><td class="table__cell">{{ snapshot.checksum }}</td><td class="table__cell">{{ snapshot.parser_version }}</td></tr>
+      <tr><td class="table__cell">{{ snapshot.captured_display }}</td><td class="table__cell">{{ snapshot.checksum }}</td><td class="table__cell">{{ snapshot.parser_version }}</td></tr>
       {% endfor %}
     </tbody>
   </table>

app/templates/employees.html

@@ -1,29 +0,0 @@
-{% extends "base.html" %}
-{% block title %}Employees · MIEM Employees{% endblock %}
-{% block content %}
-<section class="panel">
-  <h2 class="panel__title">Employees</h2>
-  <form class="form" method="get" action="/admin/employees">
-    <input class="form__input" name="q" value="{{ q }}" placeholder="Name or URL">
-    <select class="form__select" name="status">
-      <option value="" {% if not status %}selected{% endif %}>All</option>
-      <option value="active" {% if status == "active" %}selected{% endif %}>Active</option>
-      <option value="dismissed" {% if status == "dismissed" %}selected{% endif %}>Dismissed</option>
-    </select>
-    <button class="button" type="submit">Search</button>
-  </form>
-  <table class="table">
-    <thead><tr><th class="table__head">Name</th><th class="table__head">Status</th><th class="table__head">Last seen</th><th class="table__head">Profile</th></tr></thead>
-    <tbody>
-      {% for employee in employees %}
-      <tr>
-        <td class="table__cell"><a class="admin__link" href="/admin/employees/{{ employee.id }}">{{ employee.full_name or employee.profile_key }}</a></td>
-        <td class="table__cell"><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status }}</span></td>
-        <td class="table__cell">{{ employee.last_seen_at }}</td>
-        <td class="table__cell"><a class="admin__link" href="{{ employee.canonical_url }}">{{ employee.canonical_url }}</a></td>
-      </tr>
-      {% endfor %}
-    </tbody>
-  </table>
-</section>
-{% endblock %}

app/templates/login.html

@@ -3,18 +3,18 @@
   <head>
     <meta charset="utf-8">
     <meta name="viewport" content="width=device-width, initial-scale=1">
-    <title>Login · MIEM Employees</title>
+    <title>Вход · MIEM Employees</title>
     <link rel="stylesheet" href="/static/admin.css">
   </head>
   <body class="admin">
     <main class="admin__main">
       <section class="panel">
-        <h1 class="panel__title">Admin login</h1>
+        <h1 class="panel__title">Вход в админку</h1>
         {% if error %}<p>{{ error }}</p>{% endif %}
         <form class="form" method="post" action="/admin/login">
-          <label class="form__label">Login <input class="form__input" name="username" autocomplete="username"></label>
+          <label class="form__label">Логин <input class="form__input" name="username" autocomplete="username"></label>
-          <label class="form__label">Password <input class="form__input" name="password" type="password" autocomplete="current-password"></label>
+          <label class="form__label">Пароль <input class="form__input" name="password" type="password" autocomplete="current-password"></label>
-          <button class="button" type="submit">Sign in</button>
+          <button class="button" type="submit">Войти</button>
         </form>
       </section>
     </main>

app/templates/run_detail.html

@@ -0,0 +1,65 @@
+{% extends "base.html" %}
+{% block title %}Запуск {{ run.id }} · MIEM Employees{% endblock %}
+{% block content %}
+<section class="panel">
+  <div class="progress-panel__header">
+    <div>
+      <h2 class="panel__title">Запуск {{ run.id }}</h2>
+      <p class="progress-panel__empty">{{ run.started_display }} · {{ run.status_display }}</p>
+    </div>
+    <a class="admin__link" href="/admin/runs">Все запуски</a>
+  </div>
+  <div class="stats-strip">
+    <div class="stats-strip__item"><span class="stats-strip__label">Найдено</span><span class="stats-strip__value">{{ run.found_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Обработано</span><span class="stats-strip__value">{{ run.parsed_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Без изменений</span><span class="stats-strip__value">{{ run.skipped_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Новые</span><span class="stats-strip__value">{{ run.new_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Потеряшки</span><span class="stats-strip__value">{{ run.changes.missing_from_source | length }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Уволены</span><span class="stats-strip__value">{{ run.dismissed_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Ошибки</span><span class="stats-strip__value">{{ run.error_count }}</span></div>
+  </div>
+  {% if not run.changes_detail_available %}
+  <p class="progress-panel__empty">Детализация сотрудников для этого запуска недоступна. Она сохраняется только для новых запусков после обновления.</p>
+  {% endif %}
+</section>
+
+{% for group, title in [("new", "Новые сотрудники"), ("missing_from_source", "Потеряшки"), ("dismissed", "Уволенные")] %}
+<section class="panel"{% if group == "new" %} id="new-employees"{% endif %}>
+  <h2 class="panel__title">{{ title }}</h2>
+  {% set items = run.changes[group] %}
+  {% if items %}
+  <table class="table">
+    <thead><tr><th class="table__head">ФИО</th><th class="table__head">Профиль</th><th class="table__head">Проверка</th><th class="table__head">Комментарий</th></tr></thead>
+    <tbody>
+      {% for item in items %}
+      <tr>
+        <td class="table__cell">{% if item.employee_id %}<a class="admin__link" href="/admin/employees/{{ item.employee_id }}">{{ item.full_name or item.profile_key }}</a>{% else %}{{ item.full_name or item.profile_key }}{% endif %}</td>
+        <td class="table__cell"><a class="admin__link" href="{{ item.profile_url }}">{{ item.profile_url }}</a></td>
+        <td class="table__cell">{{ item.profile_available_display }}</td>
+        <td class="table__cell">{{ item.message or "" }}</td>
+      </tr>
+      {% endfor %}
+    </tbody>
+  </table>
+  {% else %}
+  <p class="progress-panel__empty">Нет записей.</p>
+  {% endif %}
+</section>
+{% endfor %}
+
+<section class="panel">
+  <h2 class="panel__title">Ошибки запуска</h2>
+  {% if run.errors %}
+  <table class="table">
+    <thead><tr><th class="table__head">Профиль</th><th class="table__head">Ошибка</th><th class="table__head">Время</th></tr></thead>
+    <tbody>
+      {% for error in run.errors %}
+      <tr><td class="table__cell">{{ error.profile_url or "" }}</td><td class="table__cell">{{ error.error_type }}: {{ error.message }}</td><td class="table__cell">{{ error.created_display }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+  {% else %}
+  <p class="progress-panel__empty">Ошибок нет.</p>
+  {% endif %}
+</section>
+{% endblock %}

app/templates/runs.html

@@ -1,20 +1,21 @@
 {% extends "base.html" %}
-{% block title %}Runs · MIEM Employees{% endblock %}
+{% block title %}Запуски · MIEM Employees{% endblock %}
 {% block content %}
 <section class="panel">
   <div class="progress-panel__header">
-    <h2 class="panel__title">Crawl runs</h2>
+    <h2 class="panel__title">Запуски парсинга</h2>
-    <form method="post" action="/admin/runs"><button class="button" type="submit">Start crawl now</button></form>
+    <form method="post" action="/admin/runs"><button class="button" type="submit">Запустить парсинг</button></form>
   </div>
   {% set run = runs[0] if runs else none %}
   {% if run %}
-  {% set processed = run.parsed_count + run.error_count %}
+  {% set processed = run.parsed_count + run.skipped_count + run.error_count %}
   {% set percent = ((processed / run.found_count) * 100) | round(1) if run.found_count else 0 %}
   <div class="progress-panel" data-progress-panel>
     <div class="progress-panel__meta">
-      <span data-progress-status>{{ run.status }}</span>
+      <span data-progress-status>{{ run.status_display }}</span>
-      <span><span data-progress-processed>{{ processed }}</span> / <span data-progress-found>{{ run.found_count }}</span> processed</span>
+      <span>обработано: <span data-progress-processed>{{ processed }}</span> / <span data-progress-found>{{ run.found_count }}</span></span>
-      <span><span data-progress-errors>{{ run.error_count }}</span> errors</span>
+      <span>без изменений: <span data-progress-skipped>{{ run.skipped_count }}</span></span>
+      <span>ошибок: <span data-progress-errors>{{ run.error_count }}</span></span>
     </div>
     <div class="progress-bar" aria-label="Parsing progress">
       <div class="progress-bar__fill" data-progress-fill style="width: {{ percent }}%"></div>
@@ -24,9 +25,10 @@
   {% else %}
   <div class="progress-panel" data-progress-panel>
     <div class="progress-panel__meta">
-      <span data-progress-status>idle</span>
+      <span data-progress-status>Ожидание</span>
-      <span><span data-progress-processed>0</span> / <span data-progress-found>0</span> processed</span>
+      <span>обработано: <span data-progress-processed>0</span> / <span data-progress-found>0</span></span>
-      <span><span data-progress-errors>0</span> errors</span>
+      <span>без изменений: <span data-progress-skipped>0</span></span>
+      <span>ошибок: <span data-progress-errors>0</span></span>
     </div>
     <div class="progress-bar" aria-label="Parsing progress">
       <div class="progress-bar__fill" data-progress-fill style="width: 0%"></div>
@@ -35,18 +37,18 @@
   </div>
   {% endif %}
   <table class="table">
-    <thead><tr><th class="table__head">ID</th><th class="table__head">Status</th><th class="table__head">Found</th><th class="table__head">Parsed</th><th class="table__head">New</th><th class="table__head">Errors</th><th class="table__head">Dismissed</th></tr></thead>
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Найдено</th><th class="table__head">Обработано</th><th class="table__head">Без изменений</th><th class="table__head">Новые</th><th class="table__head">Ошибки</th><th class="table__head">Уволены</th><th class="table__head">Старт</th></tr></thead>
     <tbody>
       {% for run in runs %}
-      <tr><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status }}</td><td class="table__cell">{{ run.found_count }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.new_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.dismissed_count }}</td></tr>
+      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.found_count }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.skipped_count }}</td><td class="table__cell">{{ run.new_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.dismissed_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
       {% endfor %}
     </tbody>
   </table>
 </section>
 <section class="panel">
-  <h2 class="panel__title">Recent errors</h2>
+  <h2 class="panel__title">Последние ошибки</h2>
   <table class="table">
-    <thead><tr><th class="table__head">Run</th><th class="table__head">Profile</th><th class="table__head">Error</th></tr></thead>
+    <thead><tr><th class="table__head">Запуск</th><th class="table__head">Профиль</th><th class="table__head">Ошибка</th></tr></thead>
     <tbody>
       {% for error in errors %}
       <tr><td class="table__cell">{{ error.crawl_run_id }}</td><td class="table__cell">{{ error.profile_url }}</td><td class="table__cell">{{ error.error_type }}: {{ error.message }}</td></tr>

app/version.py

@@ -1,3 +1,3 @@
-APP_VERSION = "0.2.0"
+APP_VERSION = "0.7.0"
-FRONTEND_VERSION = "0.2.0"
+FRONTEND_VERSION = "0.7.0"
-BACKEND_VERSION = "0.2.0"
+BACKEND_VERSION = "0.7.0"

app/worker.py

@@ -17,7 +17,14 @@ def crawl_once() -> None:
     settings = get_settings()
     with SessionLocal() as db:
         run = run_crawl(db, settings)
-        logger.info("crawl finished: id=%s status=%s parsed=%s errors=%s", run.id, run.status, run.parsed_count, run.error_count)
+        logger.info(
+            "crawl finished: id=%s status=%s parsed=%s skipped=%s errors=%s",
+            run.id,
+            run.status,
+            run.parsed_count,
+            run.skipped_count,
+            run.error_count,
+        )
 
 
 def main() -> None:

docker-compose.yml

@@ -7,8 +7,6 @@ services:
       POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-miem_password}
     volumes:
       - postgres_data:/var/lib/postgresql/data
-    ports:
-      - "${POSTGRES_PORT:-5432}:5432"
     healthcheck:
       test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER:-miem} -d ${POSTGRES_DB:-miem_workers}"]
       interval: 10s
@@ -22,7 +20,7 @@ services:
     environment:
       DATABASE_URL: postgresql+psycopg://${POSTGRES_USER:-miem}:${POSTGRES_PASSWORD:-miem_password}@postgres:5432/${POSTGRES_DB:-miem_workers}
     ports:
-      - "${API_PORT:-8000}:8000"
+      - "127.0.0.1:${API_PORT:-8000}:8000"
     depends_on:
       postgres:
         condition: service_healthy
@@ -44,7 +42,7 @@ services:
     environment:
       DATABASE_URL: postgresql+psycopg://${POSTGRES_USER:-miem}:${POSTGRES_PASSWORD:-miem_password}@postgres:5432/${POSTGRES_DB:-miem_workers}
     ports:
-      - "${MCP_PORT:-8001}:8000"
+      - "127.0.0.1:${MCP_PORT:-8001}:8000"
     depends_on:
       postgres:
         condition: service_healthy

migrations/001_init.sql

@@ -13,6 +13,7 @@ CREATE TABLE IF NOT EXISTS crawl_runs (
   finished_at TIMESTAMPTZ,
   found_count INTEGER NOT NULL DEFAULT 0,
   parsed_count INTEGER NOT NULL DEFAULT 0,
+  skipped_count INTEGER NOT NULL DEFAULT 0,
   new_count INTEGER NOT NULL DEFAULT 0,
   error_count INTEGER NOT NULL DEFAULT 0,
   dismissed_count INTEGER NOT NULL DEFAULT 0,
@@ -73,3 +74,22 @@ CREATE TABLE IF NOT EXISTS profile_tabs (
 );
 
 CREATE INDEX IF NOT EXISTS ix_profile_tabs_employee_id ON profile_tabs (employee_id);
+
+CREATE TABLE IF NOT EXISTS parse_resource_cache (
+  id SERIAL PRIMARY KEY,
+  profile_key VARCHAR(255) NOT NULL,
+  resource_key VARCHAR(255) NOT NULL,
+  method VARCHAR(16) NOT NULL,
+  url TEXT NOT NULL,
+  request_fingerprint VARCHAR(64) NOT NULL,
+  etag TEXT,
+  last_modified TEXT,
+  body_hash VARCHAR(64) NOT NULL,
+  body_snapshot BYTEA NOT NULL,
+  parser_version VARCHAR(32),
+  fetched_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_parse_resource_cache_resource UNIQUE (profile_key, resource_key, request_fingerprint)
+);
+
+CREATE INDEX IF NOT EXISTS ix_parse_resource_cache_profile_key
+  ON parse_resource_cache (profile_key);

migrations/003_crawl_run_employee_changes.sql

@@ -0,0 +1,21 @@
+CREATE TABLE IF NOT EXISTS crawl_run_employee_changes (
+  id SERIAL PRIMARY KEY,
+  crawl_run_id INTEGER NOT NULL REFERENCES crawl_runs(id),
+  employee_id INTEGER REFERENCES employees(id),
+  profile_key VARCHAR(255) NOT NULL,
+  profile_url TEXT NOT NULL,
+  full_name TEXT,
+  change_type VARCHAR(32) NOT NULL,
+  profile_available BOOLEAN,
+  message TEXT,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE INDEX IF NOT EXISTS ix_crawl_run_employee_changes_run_id
+  ON crawl_run_employee_changes (crawl_run_id);
+
+CREATE INDEX IF NOT EXISTS ix_crawl_run_employee_changes_employee_id
+  ON crawl_run_employee_changes (employee_id);
+
+CREATE INDEX IF NOT EXISTS ix_crawl_run_employee_changes_change_type
+  ON crawl_run_employee_changes (change_type);

migrations/004_dataset_versions.sql

@@ -0,0 +1,29 @@
+CREATE TABLE IF NOT EXISTS dataset_versions (
+  id SERIAL PRIMARY KEY,
+  hash VARCHAR(64) NOT NULL UNIQUE,
+  previous_hash VARCHAR(64),
+  crawl_run_id INTEGER REFERENCES crawl_runs(id),
+  employee_count INTEGER NOT NULL DEFAULT 0,
+  active_count INTEGER NOT NULL DEFAULT 0,
+  dismissed_count INTEGER NOT NULL DEFAULT 0,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_versions_created_at
+  ON dataset_versions (created_at);
+
+CREATE TABLE IF NOT EXISTS dataset_version_items (
+  id SERIAL PRIMARY KEY,
+  dataset_version_id INTEGER NOT NULL REFERENCES dataset_versions(id),
+  profile_key VARCHAR(255) NOT NULL,
+  employee_id INTEGER REFERENCES employees(id),
+  status VARCHAR(32) NOT NULL,
+  checksum VARCHAR(64) NOT NULL,
+  CONSTRAINT uq_dataset_version_items_version_profile UNIQUE (dataset_version_id, profile_key)
+);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_version_items_hash
+  ON dataset_version_items (dataset_version_id);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_version_items_profile_key
+  ON dataset_version_items (profile_key);

migrations/005_parse_resource_cache.sql

@@ -0,0 +1,21 @@
+ALTER TABLE crawl_runs
+ADD COLUMN IF NOT EXISTS skipped_count INTEGER NOT NULL DEFAULT 0;
+
+CREATE TABLE IF NOT EXISTS parse_resource_cache (
+  id SERIAL PRIMARY KEY,
+  profile_key VARCHAR(255) NOT NULL,
+  resource_key VARCHAR(255) NOT NULL,
+  method VARCHAR(16) NOT NULL,
+  url TEXT NOT NULL,
+  request_fingerprint VARCHAR(64) NOT NULL,
+  etag TEXT,
+  last_modified TEXT,
+  body_hash VARCHAR(64) NOT NULL,
+  body_snapshot BYTEA NOT NULL,
+  parser_version VARCHAR(32),
+  fetched_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_parse_resource_cache_resource UNIQUE (profile_key, resource_key, request_fingerprint)
+);
+
+CREATE INDEX IF NOT EXISTS ix_parse_resource_cache_profile_key
+  ON parse_resource_cache (profile_key);

migrations/006_employee_publications.sql

@@ -0,0 +1,39 @@
+CREATE TABLE IF NOT EXISTS employee_publications (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id) ON DELETE CASCADE,
+  publication_id VARCHAR(64),
+  title TEXT NOT NULL,
+  year INTEGER,
+  publication_type VARCHAR(64),
+  language VARCHAR(16),
+  status INTEGER,
+  url TEXT,
+  doi_url TEXT,
+  other_url TEXT,
+  document_url TEXT,
+  citation_text TEXT,
+  annotation JSONB,
+  description JSONB,
+  authors JSONB,
+  raw_data JSONB,
+  source_hash VARCHAR(64) NOT NULL,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_employee_publications_employee_publication UNIQUE (employee_id, publication_id),
+  CONSTRAINT uq_employee_publications_employee_source_hash UNIQUE (employee_id, source_hash)
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_employee_id
+  ON employee_publications (employee_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_publication_id
+  ON employee_publications (publication_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_doi_url
+  ON employee_publications (doi_url);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_year
+  ON employee_publications (year);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_publication_type
+  ON employee_publications (publication_type);

migrations/007_employee_news_links.sql

@@ -0,0 +1,27 @@
+CREATE TABLE IF NOT EXISTS employee_news_links (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id) ON DELETE CASCADE,
+  title TEXT NOT NULL,
+  url TEXT,
+  summary TEXT,
+  published_at TIMESTAMPTZ,
+  published_year INTEGER,
+  source_hash VARCHAR(64) NOT NULL,
+  raw_data JSONB,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_employee_news_links_employee_url UNIQUE (employee_id, url),
+  CONSTRAINT uq_employee_news_links_employee_source_hash UNIQUE (employee_id, source_hash)
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_employee_id
+  ON employee_news_links (employee_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_url
+  ON employee_news_links (url);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_published_at
+  ON employee_news_links (published_at);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_published_year
+  ON employee_news_links (published_year);

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "miem-workers"
-version = "0.1.0"
+version = "0.7.0"
 description = "MIEM employees parser, admin API, and MCP server"
 requires-python = ">=3.11"
 dependencies = [

tests/test_admin_data.py

@@ -1,7 +1,23 @@
 from datetime import datetime, timezone
 
-from app.models import CrawlRun, Employee
+from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee, EmployeeNewsLink
-from app.services.admin_data import employee_display_payload, list_employees_page, run_payload, stats_payload
+from app.services.admin_data import (
+    employee_detail_payload,
+    employee_display_payload,
+    format_admin_datetime,
+    list_employees_page,
+    run_detail_payload,
+    run_payload,
+    stats_payload,
+)
+
+
+def test_format_admin_datetime_handles_datetime_string_and_none():
+    value = datetime(2026, 4, 28, 17, 13, 34, tzinfo=timezone.utc)
+
+    assert format_admin_datetime(value) == "28.04.2026 20:13"
+    assert format_admin_datetime("2026-04-28T17:13:34.448605+00:00") == "28.04.2026 20:13"
+    assert format_admin_datetime(None) == "Не указано"
 
 
 def test_employee_display_payload_extracts_common_fields(db_session):
@@ -19,6 +35,7 @@ def test_employee_display_payload_extracts_common_fields(db_session):
             "sections": [
                 {"type": "publications", "publications": [{"title": "Paper"}]},
                 {"type": "courses_by_year", "courses": [{"title": "Course"}]},
+                {"type": "news", "news_links": [{"title": "News", "url": "https://example.test/news"}]},
             ],
         },
     )
@@ -26,9 +43,152 @@ def test_employee_display_payload_extracts_common_fields(db_session):
     payload = employee_display_payload(employee)
 
     assert payload["positions_text"] == "Professor"
+    assert payload["status_display"] == "Работает"
     assert payload["email_text"] == "person@hse.ru"
     assert payload["publications_count"] == 1
     assert payload["courses_count"] == 1
+    assert payload["news_count"] == 1
+    assert payload["first_seen_display"] != "Не указано"
+
+
+def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
+    employee = Employee(
+        profile_key="staff:person",
+        profile_type="staff",
+        profile_id="person",
+        canonical_url="https://www.hse.ru/staff/person",
+        full_name="Person Name",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+        current_data={
+            "positions": ["Professor"],
+            "hse_start_year": 2024,
+            "contacts": {
+                "emails": ["person@hse.ru"],
+                "phones": ["+79990000000"],
+                "address": "Moscow",
+                "items": [{"raw": "consultation hours"}],
+            },
+            "external_ids": [{"system": "ORCID", "value": "0000", "url": "https://orcid.org/0000"}],
+            "sections": [
+                {
+                    "title": "Education",
+                    "type": "year_blocks",
+                    "year_entries": [{"year": 2020, "text": "Master degree"}],
+                },
+                {
+                    "title": "Publications",
+                    "type": "publications",
+                    "publications": [{"title": "Paper", "text": "Paper details", "url": "https://example.test/paper"}],
+                },
+                {
+                    "title": "Courses",
+                    "type": "courses_by_year",
+                    "academic_year": "2025/2026",
+                    "courses": [{"title": "Course", "url": "https://example.test/course"}],
+                },
+                {
+                    "title": "ВКР",
+                    "type": "graduation_theses",
+                    "theses_count": 1,
+                    "theses": [
+                        {
+                            "student": "Student Name",
+                            "title": "Thesis title",
+                            "defense_year": 2025,
+                            "project_url": "https://www.hse.ru/edu/vkr/1",
+                        }
+                    ],
+                },
+                {
+                    "title": "Fallback",
+                    "type": "generic",
+                    "raw_text": "Fallback text",
+                },
+                {
+                    "title": "В новостях",
+                    "type": "news",
+                    "news_links": [
+                        {
+                            "title": "News title",
+                            "url": "https://example.test/news",
+                            "summary": "News summary",
+                            "published_at": "2026-04-28T00:00:00+00:00",
+                            "published_year": 2026,
+                        }
+                    ],
+                },
+            ],
+        },
+    )
+
+    payload = employee_detail_payload(employee)
+
+    assert payload["contacts"]["emails"] == ["person@hse.ru"]
+    assert payload["contacts"]["contact_items"] == ["consultation hours"]
+    assert payload["external_ids"][0]["system"] == "ORCID"
+    assert payload["sections"][0]["year_entries"][0]["text"] == "Master degree"
+    assert payload["sections"][1]["publications"][0]["title"] == "Paper"
+    assert payload["sections"][2]["courses"][0]["title"] == "Course"
+    assert payload["sections"][3]["theses"][0]["student"] == "Student Name"
+    assert payload["sections"][4]["paragraphs"] == ["Fallback text"]
+    assert payload["sections"][5]["news_links"][0]["title"] == "News title"
+    assert payload["news_links"][0]["published_display"] == "28.04.2026"
+
+
+def test_employee_payload_prefers_stored_news_links(db_session):
+    employee = Employee(
+        profile_key="staff:news",
+        canonical_url="https://www.hse.ru/staff/news",
+        full_name="News Person",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+        current_data={"sections": [{"type": "news", "news_links": [{"title": "Old news"}]}]},
+    )
+    db_session.add(employee)
+    db_session.commit()
+    db_session.add(
+        EmployeeNewsLink(
+            employee_id=employee.id,
+            title="Stored news",
+            url="https://example.test/stored",
+            summary="Stored summary",
+            published_at=datetime(2026, 4, 28, tzinfo=timezone.utc),
+            published_year=2026,
+            source_hash="b" * 64,
+        )
+    )
+    db_session.commit()
+
+    display = employee_display_payload(employee)
+    detail = employee_detail_payload(employee)
+
+    assert display["news_count"] == 1
+    assert detail["news_links"][0]["title"] == "Stored news"
+    assert detail["news_links"][0]["published_display"] == "28.04.2026"
+
+
+def test_employee_payloads_tolerate_malformed_current_data(db_session):
+    employee = Employee(
+        profile_key="staff:broken",
+        canonical_url="https://www.hse.ru/staff/broken",
+        full_name="Broken Data",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+        current_data="not-a-dict",
+    )
+
+    display = employee_display_payload(employee)
+    detail = employee_detail_payload(employee)
+
+    assert display["positions"] == []
+    assert display["email_text"] == ""
+    assert detail["contacts"]["emails"] == []
+    assert detail["contacts"]["contact_items"] == []
+    assert detail["sections"] == []
 
 
 def test_list_employees_page_filters_sorts_and_paginates(db_session):
@@ -59,7 +219,8 @@ def test_list_employees_page_filters_sorts_and_paginates(db_session):
     page = list_employees_page(db_session, status="active", sort="full_name", direction="asc", limit=10)
 
     assert page["total"] == 1
-    assert page["items"][0]["full_name"] == "Alpha"
+    assert page["employees"][0]["full_name"] == "Alpha"
+    assert page["limit"] == 50
 
 
 def test_stats_payload_uses_latest_run_new_count(db_session):
@@ -89,10 +250,52 @@ def test_run_payload_calculates_progress():
         status="running",
         found_count=10,
         parsed_count=4,
+        skipped_count=2,
         error_count=1,
     )
 
     payload = run_payload(run)
 
-    assert payload["processed_count"] == 5
+    assert payload["processed_count"] == 7
-    assert payload["progress_percent"] == 50.0
+    assert payload["progress_percent"] == 70.0
+    assert payload["status_display"] == "Выполняется"
+
+
+def test_run_detail_payload_groups_changes_and_handles_old_runs(db_session):
+    old_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed")
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
+    employee = Employee(
+        profile_key="staff:new",
+        canonical_url="https://www.hse.ru/staff/new",
+        full_name="New Person",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([old_run, run, employee])
+    db_session.commit()
+    db_session.add(
+        CrawlRunEmployeeChange(
+            crawl_run_id=run.id,
+            employee_id=employee.id,
+            profile_key=employee.profile_key,
+            profile_url=employee.canonical_url,
+            full_name=employee.full_name,
+            change_type="new",
+            profile_available=True,
+            message="added",
+        )
+    )
+    db_session.add(
+        CrawlError(crawl_run_id=run.id, profile_url=employee.canonical_url, error_type="ValueError", message="bad")
+    )
+    db_session.commit()
+
+    payload = run_detail_payload(db_session, run)
+    old_payload = run_detail_payload(db_session, old_run)
+
+    assert payload["changes_detail_available"] is True
+    assert payload["changes"]["new"][0]["full_name"] == "New Person"
+    assert payload["errors"][0]["error_type"] == "ValueError"
+    assert old_payload["changes_detail_available"] is False
+    assert old_payload["changes"]["new"] == []

tests/test_admin_templates.py

@@ -0,0 +1,95 @@
+from pathlib import Path
+
+
+def test_base_navigation_is_russian_and_has_no_legacy_employees_link():
+    template = Path("app/templates/base.html").read_text(encoding="utf-8")
+
+    assert "Обзор" in template
+    assert "Сотрудники" in template
+    assert "Запуски" in template
+    assert "Выйти" in template
+    assert '<a class="admin__brand-link" href="/admin">MIEM Employees</a>' in template
+    assert ">Employees<" not in template
+    assert "/admin/employees" not in template
+
+
+def test_directory_template_is_russian_and_uses_display_dates():
+    template = Path("app/templates/directory.html").read_text(encoding="utf-8")
+
+    assert "Сотрудники" in template
+    assert "Колонки" in template
+    assert "Применить" in template
+    assert "На странице: {{ value }}" in template
+    assert "{% for value in [25, 50, 100] %}" in template
+    assert "Найдено:" in template
+    assert "Новости" in template
+    assert "employee.news_count" in template
+    assert "employee.first_seen_display" in template
+    assert "employee.last_seen_display" in template
+    assert "employee.dismissed_display" in template
+    assert "Directory" not in template
+    assert "employees found" not in template
+
+
+def test_admin_employees_route_redirects_to_directory():
+    source = Path("app/admin.py").read_text(encoding="utf-8")
+
+    assert 'RedirectResponse("/admin/directory", status_code=303)' in source
+
+
+def test_dashboard_limits_latest_runs_to_five():
+    source = Path("app/admin.py").read_text(encoding="utf-8")
+
+    assert "order_by(desc(CrawlRun.started_at)).limit(5)" in source
+    assert "order_by(desc(CrawlRun.started_at)).limit(10)" not in source
+
+
+def test_runs_template_links_to_run_detail():
+    template = Path("app/templates/runs.html").read_text(encoding="utf-8")
+
+    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
+    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
+    assert 'role="link"' in template
+    assert 'tabindex="0"' in template
+    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
+    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
+
+
+def test_run_detail_template_extends_base_and_shows_change_groups():
+    template = Path("app/templates/run_detail.html").read_text(encoding="utf-8")
+
+    assert '{% extends "base.html" %}' in template
+    assert 'id="new-employees"' in template
+    assert "Новые сотрудники" in template
+    assert "Потеряшки" in template
+    assert "Уволенные" in template
+    assert "Детализация сотрудников для этого запуска недоступна" in template
+
+
+def test_dashboard_metric_cards_link_to_admin_targets():
+    template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
+
+    assert 'href="/admin/directory"' in template
+    assert 'href="/admin/directory?status=active"' in template
+    assert '/admin/runs/{{ latest_run.id }}#new-employees' in template
+    assert 'href="/admin/directory?status=dismissed"' in template
+    assert 'href="/admin/runs"' in template
+
+
+def test_dashboard_latest_run_rows_link_to_run_detail():
+    template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
+
+    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
+    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
+    assert 'role="link"' in template
+    assert 'tabindex="0"' in template
+    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
+    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
+
+
+def test_admin_js_supports_keyboard_activation_for_clickable_rows():
+    source = Path("app/static/admin.js").read_text(encoding="utf-8")
+
+    assert 'addEventListener("keydown"' in source
+    assert '"Enter"' in source
+    assert '" "' in source

tests/test_api_mcp.py

@@ -1,14 +1,16 @@
+import json
 from datetime import datetime, timezone
+from types import SimpleNamespace
 
 from fastapi.testclient import TestClient
-from sqlalchemy import create_engine
+from sqlalchemy import create_engine, select
 from sqlalchemy.orm import sessionmaker
 from sqlalchemy.pool import StaticPool
 
 from app.config import Settings, get_settings
 from app.db import Base, get_db
 from app.main import app
-from app.models import CrawlRun, Employee
+from app.models import CrawlRun, CrawlRunEmployeeChange, Employee, EmployeePublication
 from app.security import SESSION_COOKIE, sign_session
 
 
@@ -18,10 +20,10 @@ def test_health_returns_versions():
     response = client.get("/api/health")
 
     assert response.status_code == 200
-    assert response.json()["backend_version"] == "0.2.0"
+    assert response.json()["backend_version"] == "0.7.0"
 
 
-def test_mcp_requires_token_and_lists_tools():
+def test_mcp_lists_tools_without_auth_and_ignores_auth_header():
     engine = create_engine(
         "sqlite:///:memory:",
         connect_args={"check_same_thread": False},
@@ -38,19 +40,23 @@ def test_mcp_requires_token_and_lists_tools():
             session.close()
 
     app.dependency_overrides[get_db] = override_db
-    app.dependency_overrides[get_settings] = lambda: Settings(mcp_token="secret", session_secret="session-secret")
     client = TestClient(app)
 
-    unauthorized = client.post("/mcp", json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}})
+    without_auth = client.post("/mcp", json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}})
-    authorized = client.post(
+    with_auth = client.post(
         "/mcp",
-        headers={"Authorization": "Bearer secret"},
+        headers={"Authorization": "Bearer anything"},
         json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}},
     )
 
-    assert unauthorized.status_code == 401
+    assert without_auth.status_code == 200
-    assert authorized.status_code == 200
+    assert with_auth.status_code == 200
-    assert authorized.json()["result"]["tools"][0]["name"] == "search_employees"
+    tool_names = {tool["name"] for tool in without_auth.json()["result"]["tools"]}
+    assert "search_employees" in tool_names
+    assert "get_service_info" in tool_names
+    assert "sync_employees" in tool_names
+    assert any(tool["name"] == "get_crawl_run_details" for tool in without_auth.json()["result"]["tools"])
+    assert with_auth.json()["result"]["tools"] == without_auth.json()["result"]["tools"]
 
     app.dependency_overrides.clear()
 
@@ -88,12 +94,10 @@ def test_mcp_search_employees_returns_matching_employee():
             db.close()
 
     app.dependency_overrides[get_db] = override_db
-    app.dependency_overrides[get_settings] = lambda: Settings(mcp_token="secret", session_secret="session-secret")
     client = TestClient(app)
 
     response = client.post(
         "/mcp",
-        headers={"Authorization": "Bearer secret"},
         json={
             "jsonrpc": "2.0",
             "id": 1,
@@ -108,6 +112,304 @@ def test_mcp_search_employees_returns_matching_employee():
     app.dependency_overrides.clear()
 
 
+def test_mcp_service_info_returns_tools_and_dataset_hash():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    session = Session()
+    session.add(
+        Employee(
+            profile_key="staff:alpha",
+            profile_type="staff",
+            profile_id="alpha",
+            canonical_url="https://www.hse.ru/staff/alpha",
+            full_name="Alpha Person",
+            status="active",
+            current_checksum="a" * 64,
+            current_data={"sections": []},
+        )
+    )
+    session.commit()
+    session.close()
+
+    def override_db():
+        db = Session()
+        try:
+            yield db
+        finally:
+            db.close()
+
+    app.dependency_overrides[get_db] = override_db
+    client = TestClient(app)
+
+    response = client.post(
+        "/mcp",
+        json={"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "get_service_info", "arguments": {}}},
+    )
+
+    assert response.status_code == 200
+    payload = json.loads(response.json()["result"]["content"][0]["text"])
+    assert payload["service_name"] == "miem-employees"
+    assert payload["backend_version"] == "0.7.0"
+    assert payload["dataset"]["hash"]
+    assert any(tool["name"] == "sync_employees" for tool in payload["tools"])
+
+    app.dependency_overrides.clear()
+
+
+def test_mcp_list_employee_publications_prefers_stored_publications_with_fallback():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    session = Session()
+    stored_employee = Employee(
+        profile_key="staff:stored",
+        profile_type="staff",
+        profile_id="stored",
+        canonical_url="https://www.hse.ru/staff/stored",
+        full_name="Stored Person",
+        status="active",
+        current_data={
+            "sections": [
+                {
+                    "type": "publications",
+                    "publications": [{"title": "Old JSON Publication", "url": "https://example.test/old"}],
+                }
+            ]
+        },
+    )
+    fallback_employee = Employee(
+        profile_key="staff:fallback",
+        profile_type="staff",
+        profile_id="fallback",
+        canonical_url="https://www.hse.ru/staff/fallback",
+        full_name="Fallback Person",
+        status="active",
+        current_data={
+            "sections": [
+                {
+                    "type": "publications",
+                    "publications": [{"title": "Fallback Publication", "url": "https://example.test/fallback"}],
+                }
+            ]
+        },
+    )
+    session.add_all([stored_employee, fallback_employee])
+    session.commit()
+    session.add(
+        EmployeePublication(
+            employee_id=stored_employee.id,
+            publication_id="pub-1",
+            title="Stored Publication",
+            year=2024,
+            publication_type="ARTICLE",
+            url="https://publications.hse.ru/view/pub-1",
+            doi_url="https://doi.org/10.1/test",
+            citation_text="Stored Citation",
+            annotation={"ru": "Аннотация", "en": "Abstract"},
+            description={"main": "Stored Citation"},
+            authors=[{"id": "1", "title_ru": "Автор", "is_current_employee": True}],
+            source_hash="a" * 64,
+        )
+    )
+    session.commit()
+    session.close()
+
+    def override_db():
+        db = Session()
+        try:
+            yield db
+        finally:
+            db.close()
+
+    app.dependency_overrides[get_db] = override_db
+    client = TestClient(app)
+
+    stored_response = client.post(
+        "/mcp",
+        json={
+            "jsonrpc": "2.0",
+            "id": 1,
+            "method": "tools/call",
+            "params": {"name": "list_employee_publications", "arguments": {"profile_id_or_url": "stored"}},
+        },
+    )
+    fallback_response = client.post(
+        "/mcp",
+        json={
+            "jsonrpc": "2.0",
+            "id": 2,
+            "method": "tools/call",
+            "params": {"name": "list_employee_publications", "arguments": {"profile_id_or_url": "fallback"}},
+        },
+    )
+
+    stored_payload = json.loads(stored_response.json()["result"]["content"][0]["text"])
+    fallback_payload = json.loads(fallback_response.json()["result"]["content"][0]["text"])
+    assert stored_payload["items"][0]["title"] == "Stored Publication"
+    assert stored_payload["items"][0]["doi_url"] == "https://doi.org/10.1/test"
+    assert stored_payload["items"][0]["annotation"] == {"ru": "Аннотация", "en": "Abstract"}
+    assert stored_payload["items"][0]["authors"] == [{"id": "1", "title_ru": "Автор", "is_current_employee": True}]
+    assert fallback_payload["items"][0]["title"] == "Fallback Publication"
+
+    app.dependency_overrides.clear()
+
+
+def test_mcp_sync_employees_full_empty_and_unknown_hash_modes():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    session = Session()
+    session.add(
+        Employee(
+            profile_key="staff:alpha",
+            profile_type="staff",
+            profile_id="alpha",
+            canonical_url="https://www.hse.ru/staff/alpha",
+            full_name="Alpha Person",
+            status="active",
+            current_checksum="a" * 64,
+            current_data={"sections": [{"type": "paragraphs"}]},
+        )
+    )
+    session.commit()
+    session.close()
+
+    def override_db():
+        db = Session()
+        try:
+            yield db
+        finally:
+            db.close()
+
+    app.dependency_overrides[get_db] = override_db
+    client = TestClient(app)
+
+    full_response = client.post(
+        "/mcp",
+        json={"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "sync_employees", "arguments": {}}},
+    )
+    full_payload = json.loads(full_response.json()["result"]["content"][0]["text"])
+    current_hash = full_payload["to_hash"]
+
+    empty_response = client.post(
+        "/mcp",
+        json={
+            "jsonrpc": "2.0",
+            "id": 2,
+            "method": "tools/call",
+            "params": {"name": "sync_employees", "arguments": {"client_hash": current_hash}},
+        },
+    )
+    empty_payload = json.loads(empty_response.json()["result"]["content"][0]["text"])
+
+    unknown_response = client.post(
+        "/mcp",
+        json={
+            "jsonrpc": "2.0",
+            "id": 3,
+            "method": "tools/call",
+            "params": {"name": "sync_employees", "arguments": {"client_hash": "missing"}},
+        },
+    )
+    unknown_payload = json.loads(unknown_response.json()["result"]["content"][0]["text"])
+
+    assert full_payload["mode"] == "full"
+    assert full_payload["items"][0]["data"] == {"sections": [{"type": "paragraphs"}]}
+    assert empty_payload["mode"] == "delta"
+    assert empty_payload["changes"] == {"added": [], "updated": [], "dismissed": [], "removed": []}
+    assert unknown_payload["mode"] == "full"
+    assert unknown_payload["reason"] == "unknown_client_hash"
+
+    app.dependency_overrides.clear()
+
+
+def test_mcp_get_crawl_run_details_returns_changes():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    session = Session()
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
+    employee = Employee(
+        profile_key="staff:new",
+        profile_type="staff",
+        profile_id="new",
+        canonical_url="https://www.hse.ru/staff/new",
+        full_name="New Person",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    session.add_all([run, employee])
+    session.commit()
+    session.add(
+        CrawlRunEmployeeChange(
+            crawl_run_id=run.id,
+            employee_id=employee.id,
+            profile_key=employee.profile_key,
+            profile_url=employee.canonical_url,
+            full_name=employee.full_name,
+            change_type="new",
+            profile_available=True,
+            message="added",
+        )
+    )
+    session.commit()
+    run_id = run.id
+    session.close()
+
+    def override_db():
+        db = Session()
+        try:
+            yield db
+        finally:
+            db.close()
+
+    app.dependency_overrides[get_db] = override_db
+    client = TestClient(app)
+
+    response = client.post(
+        "/mcp",
+        json={
+            "jsonrpc": "2.0",
+            "id": 1,
+            "method": "tools/call",
+            "params": {"name": "get_crawl_run_details", "arguments": {"run_id": run_id}},
+        },
+    )
+
+    assert response.status_code == 200
+    text = response.json()["result"]["content"][0]["text"]
+    assert "New Person" in text
+    assert "changes_detail_available" in text
+
+    app.dependency_overrides.clear()
+
+
+def test_mcp_protected_resource_metadata_route_is_removed():
+    client = TestClient(app)
+
+    response = client.get("/.well-known/oauth-protected-resource")
+
+    assert response.status_code == 404
+
+
 def test_api_employees_and_stats_require_admin_session():
     engine = create_engine(
         "sqlite:///:memory:",
@@ -130,8 +432,23 @@ def test_api_employees_and_stats_require_admin_session():
             current_data={"contacts": {"emails": ["alpha@hse.ru"]}, "sections": []},
         )
     )
-    db.add(CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1))
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
+    db.add(run)
     db.commit()
+    db.add(
+        CrawlRunEmployeeChange(
+            crawl_run_id=run.id,
+            employee_id=1,
+            profile_key="staff:alpha",
+            profile_url="https://www.hse.ru/staff/alpha",
+            full_name="Alpha Person",
+            change_type="new",
+            profile_available=True,
+            message="added",
+        )
+    )
+    db.commit()
+    run_id = run.id
     db.close()
 
     settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
@@ -150,10 +467,66 @@ def test_api_employees_and_stats_require_admin_session():
 
     employees = client.get("/api/employees", params={"q": "Alpha", "has_email": True})
     stats = client.get("/api/stats")
+    run_details = client.get(f"/api/crawl-runs/{run_id}")
 
     assert employees.status_code == 200
     assert employees.json()["total"] == 1
     assert stats.status_code == 200
     assert stats.json()["new_in_last_run"] == 1
+    assert run_details.status_code == 200
+    assert run_details.json()["changes"]["new"][0]["full_name"] == "Alpha Person"
+
+    app.dependency_overrides.clear()
+
+
+def test_admin_refresh_employee_route_updates_only_requested_employee(monkeypatch):
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    db = Session()
+    db.add(
+        Employee(
+            profile_key="org_person:133709486",
+            profile_type="org_person",
+            profile_id="133709486",
+            canonical_url="https://www.hse.ru/org/persons/133709486",
+            full_name="Будков Юрий Алексеевич",
+            status="active",
+        )
+    )
+    db.commit()
+    employee_id = db.scalar(select(Employee.id))
+    db.close()
+
+    settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
+
+    def override_db():
+        session = Session()
+        try:
+            yield session
+        finally:
+            session.close()
+
+    calls = []
+
+    def fake_refresh_employee(db, refreshed_employee, route_settings):
+        calls.append((refreshed_employee.id, route_settings))
+        return SimpleNamespace(status="completed")
+
+    app.dependency_overrides[get_db] = override_db
+    app.dependency_overrides[get_settings] = lambda: settings
+    monkeypatch.setattr("app.admin.refresh_employee", fake_refresh_employee)
+    client = TestClient(app)
+    client.cookies.set(SESSION_COOKIE, sign_session("admin", settings))
+
+    response = client.post(f"/admin/employees/{employee_id}/refresh", follow_redirects=False)
+
+    assert response.status_code == 303
+    assert response.headers["location"] == f"/admin/employees/{employee_id}?refresh_status=success"
+    assert calls == [(employee_id, settings)]
 
     app.dependency_overrides.clear()

tests/test_config.py

@@ -0,0 +1,13 @@
+from app.config import Settings
+
+
+def test_empty_crawl_limit_is_treated_as_none():
+    settings = Settings(crawl_limit="")
+
+    assert settings.crawl_limit is None
+
+
+def test_numeric_crawl_limit_is_parsed():
+    settings = Settings(crawl_limit="25")
+
+    assert settings.crawl_limit == 25

tests/test_crawler.py

@@ -1,10 +1,64 @@
+import gzip
 from datetime import datetime, timezone
 
-from app.models import CrawlRun, Employee
+from app.models import (
-from app.services.crawler import _mark_dismissed, _upsert_employee
+    CrawlError,
+    CrawlRun,
+    CrawlRunEmployeeChange,
+    Employee,
+    EmployeeNewsLink,
+    EmployeePublication,
+    EmployeeSnapshot,
+    ParseResourceCache,
+)
+from app.services.crawler import _checksum, _mark_dismissed, _upsert_employee
+from app.services.resource_cache import ResourceCache
 
 
-def test_mark_dismissed_only_marks_missing_active_employees(db_session):
+class FakeResponse:
+    def __init__(self, status_code):
+        self.status_code = status_code
+
+
+class FakeSession:
+    def __init__(self, statuses):
+        self.statuses = statuses
+
+    def get(self, url, **_kwargs):
+        return FakeResponse(self.statuses[url])
+
+
+class ConditionalResponse:
+    def __init__(self, status_code, text="", headers=None):
+        self.status_code = status_code
+        self._text = text
+        self.headers = headers or {}
+        self.text_read = False
+
+    @property
+    def text(self):
+        self.text_read = True
+        return self._text
+
+    def raise_for_status(self):
+        return None
+
+
+class ConditionalSession:
+    def __init__(self):
+        self.requests = []
+        self.not_modified_response = ConditionalResponse(304)
+
+    def get(self, url, **kwargs):
+        self.requests.append((url, kwargs))
+        if kwargs["headers"].get("If-None-Match") == '"cached"':
+            return self.not_modified_response
+        return ConditionalResponse(200, "fresh", {"ETag": '"fresh"'})
+
+
+def test_mark_dismissed_records_missing_source_when_profile_is_available(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
     db_session.add(
         Employee(
             profile_key="staff:kept",
@@ -16,8 +70,8 @@ def test_mark_dismissed_only_marks_missing_active_employees(db_session):
     )
     db_session.add(
         Employee(
-            profile_key="staff:gone",
+            profile_key="staff:missing",
-            canonical_url="https://www.hse.ru/staff/gone",
+            canonical_url="https://www.hse.ru/staff/missing",
             status="active",
             first_seen_at=datetime.now(timezone.utc),
             last_seen_at=datetime.now(timezone.utc),
@@ -25,16 +79,53 @@ def test_mark_dismissed_only_marks_missing_active_employees(db_session):
     )
     db_session.commit()
 
-    dismissed = _mark_dismissed(db_session, {"staff:kept"})
+    dismissed = _mark_dismissed(
+        db_session,
+        run,
+        {"staff:kept"},
+        FakeSession({"https://www.hse.ru/staff/missing": 200}),
+        30,
+    )
+
+    assert dismissed == 0
+    assert db_session.query(Employee).filter_by(profile_key="staff:kept").one().status == "active"
+    missing = db_session.query(Employee).filter_by(profile_key="staff:missing").one()
+    assert missing.status == "active"
+    assert missing.dismissed_at is None
+    change = db_session.query(CrawlRunEmployeeChange).one()
+    assert change.change_type == "missing_from_source"
+    assert change.profile_available is True
+
+
+def test_mark_dismissed_marks_missing_employee_when_profile_is_unavailable(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employee = Employee(
+        profile_key="staff:gone",
+        canonical_url="https://www.hse.ru/staff/gone",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([run, employee])
+    db_session.commit()
+
+    dismissed = _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/gone": 404}),
+        30,
+    )
 
     assert dismissed == 1
-    assert db_session.query(Employee).filter_by(profile_key="staff:kept").one().status == "active"
+    assert employee.status == "dismissed"
-    gone = db_session.query(Employee).filter_by(profile_key="staff:gone").one()
+    assert employee.dismissed_at is not None
-    assert gone.status == "dismissed"
+    change = db_session.query(CrawlRunEmployeeChange).one()
-    assert gone.dismissed_at is not None
+    assert change.change_type == "dismissed"
+    assert change.profile_available is False
 
 
-def test_upsert_employee_increments_new_count_for_new_employee(db_session):
+def test_upsert_employee_increments_new_count_and_records_change_for_new_employee(db_session):
     run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
     db_session.add(run)
     db_session.commit()
@@ -56,3 +147,237 @@ def test_upsert_employee_increments_new_count_for_new_employee(db_session):
     db_session.commit()
 
     assert run.new_count == 1
+    change = db_session.query(CrawlRunEmployeeChange).one()
+    assert change.change_type == "new"
+    assert change.full_name == "New Person"
+
+
+def test_resource_cache_uses_etag_and_reuses_cached_body_on_304(db_session):
+    db_session.add(
+        ParseResourceCache(
+            profile_key="staff:cached",
+            resource_key="main-html",
+            method="GET",
+            url="https://www.hse.ru/staff/cached",
+            request_fingerprint="020d59db7b358d9023d0f185bcbf5a9c085d3cf2bf91d92d48eee9147e8d0f01",
+            etag='"cached"',
+            body_hash="cached-hash",
+            body_snapshot=gzip.compress("cached body".encode("utf-8")),
+            parser_version="0.6.0",
+        )
+    )
+    db_session.commit()
+    session = ConditionalSession()
+
+    result = ResourceCache(db_session).fetch_text(
+        session,
+        profile_key="staff:cached",
+        resource_key="main-html",
+        method="GET",
+        url="https://www.hse.ru/staff/cached",
+        headers={"User-Agent": "test"},
+        timeout=10,
+    )
+
+    assert session.requests[0][1]["headers"]["If-None-Match"] == '"cached"'
+    assert result.text == "cached body"
+    assert result.from_cache is True
+    assert session.not_modified_response.text_read is False
+
+
+def test_upsert_employee_skips_snapshot_when_checksum_is_unchanged(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    _, first_changed = _upsert_employee(db_session, first_run, _parsed_employee("same"))
+    _, second_changed = _upsert_employee(db_session, second_run, _parsed_employee("same"))
+    db_session.commit()
+
+    assert first_changed is True
+    assert second_changed is False
+    assert db_session.query(EmployeeSnapshot).count() == 1
+
+
+def test_upsert_employee_saves_publications_and_reuses_existing_rows(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    parsed = _parsed_employee("published")
+    parsed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [
+                {
+                    "id": "888959076",
+                    "publication_id": "888959076",
+                    "title": "Detailed Publication",
+                    "year": 2023,
+                    "publication_type": "ARTICLE",
+                    "language": "ru",
+                    "status": 1,
+                    "url": "https://publications.hse.ru/view/888959076",
+                    "doi_url": "https://doi.org/10.1/test",
+                    "citation_text": "Detailed citation",
+                    "annotation": {"ru": "Аннотация"},
+                    "description": {"main": "Detailed citation"},
+                    "authors": [{"id": "1", "title_ru": "Автор"}],
+                    "raw_data": {"id": "888959076", "title": "Detailed Publication"},
+                }
+            ],
+        }
+    ]
+
+    employee, _ = _upsert_employee(db_session, first_run, parsed)
+    db_session.commit()
+    _upsert_employee(db_session, second_run, _parsed_employee_with_publication("published"))
+    db_session.commit()
+
+    publications = db_session.query(EmployeePublication).filter_by(employee_id=employee.id).all()
+    assert len(publications) == 1
+    assert publications[0].doi_url == "https://doi.org/10.1/test"
+    assert publications[0].authors == [{"id": "1", "title_ru": "Автор"}]
+
+
+def test_upsert_employee_records_publication_errors_without_failing_employee(monkeypatch, db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.commit()
+
+    def broken_sync(*_args, **_kwargs):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr("app.services.crawler._sync_employee_publications", broken_sync)
+
+    employee, changed = _upsert_employee(db_session, run, _parsed_employee_with_publication("error-safe"))
+    db_session.commit()
+
+    assert changed is True
+    assert employee.full_name == "Same Person"
+    assert db_session.query(Employee).filter_by(profile_key="staff:error-safe").one()
+    error = db_session.query(CrawlError).one()
+    assert "публикации" in error.message.lower()
+
+
+def test_upsert_employee_saves_news_links_and_reuses_existing_rows(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    employee, _ = _upsert_employee(db_session, first_run, _parsed_employee_with_news("news-person"))
+    db_session.commit()
+    _upsert_employee(db_session, second_run, _parsed_employee_with_news("news-person"))
+    db_session.commit()
+
+    news_links = db_session.query(EmployeeNewsLink).filter_by(employee_id=employee.id).all()
+    assert len(news_links) == 1
+    assert news_links[0].title == "News Title"
+    assert news_links[0].url == "https://www.hse.ru/news/1.html"
+    assert news_links[0].published_year == 2026
+
+
+def test_upsert_employee_records_news_errors_without_failing_employee(monkeypatch, db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.commit()
+
+    def broken_sync(*_args, **_kwargs):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr("app.services.crawler._sync_employee_news_links", broken_sync)
+
+    employee, changed = _upsert_employee(db_session, run, _parsed_employee_with_news("news-error-safe"))
+    db_session.commit()
+
+    assert changed is True
+    assert employee.full_name == "Same Person"
+    assert db_session.query(Employee).filter_by(profile_key="staff:news-error-safe").one()
+    error = db_session.query(CrawlError).one()
+    assert "новости" in error.message.lower()
+
+
+def test_checksum_changes_when_widget_data_changes():
+    base = _parsed_employee("widgets")
+    changed = _parsed_employee("widgets")
+    changed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [{"id": "1", "title": "New publication"}],
+        }
+    ]
+
+    assert _checksum(base) != _checksum(changed)
+
+
+def test_checksum_ignores_date_dependent_experience_text():
+    first = _parsed_employee("experience")
+    second = _parsed_employee("experience")
+    first["sections"] = [{"raw_text": "Стаж работы в НИУ ВШЭ: 5 лет"}]
+    second["sections"] = [{"raw_text": "Стаж работы в НИУ ВШЭ: 6 лет"}]
+
+    assert _checksum(first) == _checksum(second)
+
+
+def _parsed_employee(profile_id: str) -> dict:
+    return {
+        "source_url": f"https://www.hse.ru/staff/{profile_id}",
+        "profile_type": "staff",
+        "profile_id": profile_id,
+        "full_name": "Same Person",
+        "tabs": [],
+        "sections": [],
+        "parser_version": "0.6.0",
+        "_html": "<html></html>",
+    }
+
+
+def _parsed_employee_with_publication(profile_id: str) -> dict:
+    parsed = _parsed_employee(profile_id)
+    parsed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [
+                {
+                    "id": "888959076",
+                    "publication_id": "888959076",
+                    "title": "Detailed Publication",
+                    "year": 2023,
+                    "publication_type": "ARTICLE",
+                    "language": "ru",
+                    "status": 1,
+                    "url": "https://publications.hse.ru/view/888959076",
+                    "doi_url": "https://doi.org/10.1/test",
+                    "citation_text": "Detailed citation",
+                    "annotation": {"ru": "Аннотация"},
+                    "description": {"main": "Detailed citation"},
+                    "authors": [{"id": "1", "title_ru": "Автор"}],
+                    "raw_data": {"id": "888959076", "title": "Detailed Publication"},
+                }
+            ],
+        }
+    ]
+    return parsed
+
+
+def _parsed_employee_with_news(profile_id: str) -> dict:
+    parsed = _parsed_employee(profile_id)
+    parsed["sections"] = [
+        {
+            "type": "news",
+            "news_links": [
+                {
+                    "title": "News Title",
+                    "url": "https://www.hse.ru/news/1.html",
+                    "summary": "News summary",
+                    "published_at": "2026-04-28T00:00:00+00:00",
+                    "published_year": 2026,
+                    "raw_data": {"title": "News Title", "url": "https://www.hse.ru/news/1.html"},
+                }
+            ],
+        }
+    ]
+    return parsed

tests/test_dataset_versions.py

@@ -0,0 +1,88 @@
+from datetime import datetime, timezone
+
+from app.models import Employee
+from app.services.dataset_versions import get_or_create_current_version, sync_employees_payload
+
+
+def _employee(profile_key: str, checksum: str, *, status: str = "active") -> Employee:
+    return Employee(
+        profile_key=profile_key,
+        profile_type=profile_key.split(":", 1)[0],
+        profile_id=profile_key.split(":", 1)[1],
+        canonical_url=f"https://www.hse.ru/{profile_key}",
+        full_name=profile_key,
+        status=status,
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+        current_data={"profile_key": profile_key},
+        current_checksum=checksum,
+    )
+
+
+def test_dataset_version_hash_is_stable_for_same_employee_state(db_session):
+    db_session.add(_employee("staff:alpha", "a" * 64))
+    db_session.commit()
+
+    first = get_or_create_current_version(db_session)
+    db_session.commit()
+    second = get_or_create_current_version(db_session)
+
+    assert second.id == first.id
+    assert second.hash == first.hash
+    assert second.employee_count == 1
+
+
+def test_dataset_version_hash_changes_when_employee_checksum_changes(db_session):
+    employee = _employee("staff:alpha", "a" * 64)
+    db_session.add(employee)
+    db_session.commit()
+    first = get_or_create_current_version(db_session)
+    db_session.commit()
+
+    employee.current_checksum = "b" * 64
+    db_session.commit()
+    second = get_or_create_current_version(db_session)
+
+    assert second.hash != first.hash
+    assert second.previous_hash == first.hash
+
+
+def test_sync_employees_diff_spans_multiple_intermediate_versions(db_session):
+    alpha = _employee("staff:alpha", "a" * 64)
+    db_session.add(alpha)
+    db_session.commit()
+    first = get_or_create_current_version(db_session)
+    db_session.commit()
+
+    beta = _employee("staff:beta", "b" * 64)
+    db_session.add(beta)
+    db_session.commit()
+    get_or_create_current_version(db_session)
+    db_session.commit()
+
+    alpha.current_checksum = "c" * 64
+    alpha.current_data = {"profile_key": "staff:alpha", "changed": True}
+    db_session.commit()
+
+    payload = sync_employees_payload(db_session, client_hash=first.hash, include_data=False)
+
+    assert payload["mode"] == "delta"
+    assert [item["profile_key"] for item in payload["changes"]["added"]] == ["staff:beta"]
+    assert [item["profile_key"] for item in payload["changes"]["updated"]] == ["staff:alpha"]
+    assert payload["changes"]["dismissed"] == []
+    assert payload["changes"]["removed"] == []
+
+
+def test_sync_employees_reports_dismissed_as_tombstone(db_session):
+    alpha = _employee("staff:alpha", "a" * 64)
+    db_session.add(alpha)
+    db_session.commit()
+    first = get_or_create_current_version(db_session)
+    db_session.commit()
+
+    alpha.status = "dismissed"
+    db_session.commit()
+    payload = sync_employees_payload(db_session, client_hash=first.hash, include_data=False)
+
+    assert payload["changes"]["dismissed"][0]["profile_key"] == "staff:alpha"
+    assert payload["changes"]["dismissed"][0]["status"] == "dismissed"

tests/test_db_schema.py

@@ -0,0 +1,115 @@
+from sqlalchemy import create_engine, inspect, text
+
+from app.db import _ensure_runtime_schema
+
+
+def test_runtime_schema_adds_skipped_count_to_existing_crawl_runs_table(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+
+    columns = {column["name"] for column in inspect(engine).get_columns("crawl_runs")}
+    assert "skipped_count" in columns
+
+
+def test_runtime_schema_creates_employee_publications_table_when_employees_exist(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE employees (
+                  id INTEGER PRIMARY KEY,
+                  profile_key VARCHAR(255) NOT NULL UNIQUE,
+                  canonical_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'active',
+                  first_seen_at DATETIME NOT NULL,
+                  last_seen_at DATETIME NOT NULL,
+                  created_at DATETIME NOT NULL,
+                  updated_at DATETIME NOT NULL
+                )
+                """
+            )
+        )
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0,
+                  skipped_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+    _ensure_runtime_schema()
+
+    inspector = inspect(engine)
+    assert "employee_publications" in inspector.get_table_names()
+    columns = {column["name"] for column in inspector.get_columns("employee_publications")}
+    assert {"employee_id", "publication_id", "doi_url", "authors", "raw_data", "source_hash"}.issubset(columns)
+
+
+def test_runtime_schema_creates_employee_news_links_table_when_employees_exist(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE employees (
+                  id INTEGER PRIMARY KEY,
+                  profile_key VARCHAR(255) NOT NULL UNIQUE,
+                  canonical_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'active',
+                  first_seen_at DATETIME NOT NULL,
+                  last_seen_at DATETIME NOT NULL,
+                  created_at DATETIME NOT NULL,
+                  updated_at DATETIME NOT NULL
+                )
+                """
+            )
+        )
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0,
+                  skipped_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+    _ensure_runtime_schema()
+
+    inspector = inspect(engine)
+    assert "employee_news_links" in inspector.get_table_names()
+    columns = {column["name"] for column in inspector.get_columns("employee_news_links")}
+    assert {"employee_id", "title", "url", "summary", "published_at", "published_year", "source_hash", "raw_data"}.issubset(columns)

tests/test_employee_detail_template.py

@@ -0,0 +1,35 @@
+from pathlib import Path
+
+
+def test_employee_detail_template_is_human_readable():
+    template = Path("app/templates/employee_detail.html").read_text(encoding="utf-8")
+
+    assert "Current data" not in template
+    assert "<pre class=\"code\"" not in template
+    assert ">Tabs<" not in template
+    assert "contacts.items" not in template
+    assert "contacts.contact_items" in template
+    assert "section.items" not in template
+    assert "section.list_items" in template
+    assert "Основная информация" in template
+    assert "Контакты" in template
+    assert "В новостях" in template
+    assert "employee_view.news_links" in template
+    assert "news.summary" in template
+    assert "Разделы профиля" in template
+    assert "graduation_theses" in template
+    assert "Год защиты" in template
+    assert "Parser version" not in template
+    assert "First seen" not in template
+    assert "Last seen" not in template
+    assert "Dismissed at" not in template
+    assert "Profile type" not in template
+    assert "Profile ID" not in template
+    assert "Впервые найден" in template
+    assert "Последний раз найден" in template
+    assert "Дата увольнения" in template
+    assert "Тип профиля" in template
+    assert "ID профиля" in template
+    assert "Обновить данные" in template
+    assert 'action="/admin/employees/{{ employee.id }}/refresh"' in template
+    assert "Снапшоты" in template

tests/test_parser.py

@@ -1,9 +1,124 @@
 from bs4 import BeautifulSoup
 
-from app.parser.profile import extract_person_tabs
+from app.parser.profile import enrich_sections_from_hse_widgets, extract_person_tabs, extract_sections
 from app.parser.profile_url import normalize_profile_url, parse_profile_identity
 
 
+class FakeResponse:
+    def __init__(self, payload):
+        self.payload = payload
+
+    def raise_for_status(self):
+        return None
+
+    def json(self):
+        return self.payload
+
+
+class FakeSession:
+    def __init__(self):
+        self.posts = []
+        self.gets = []
+
+    def post(self, url, **kwargs):
+        self.posts.append((url, kwargs))
+        return FakeResponse(
+            {
+                "status": "ok",
+                "result": {
+                    "more": False,
+                    "total": 1,
+                    "items": [
+                        {
+                            "id": "888959076",
+                            "type": "ARTICLE",
+                            "title": "Дублирование пакетов",
+                            "year": 2023,
+                            "language": {"name": "ru"},
+                            "status": 1,
+                            "authorsByType": {
+                                "author": [
+                                    {
+                                        "id": "568398853",
+                                        "href": "/org/persons/568398853",
+                                        "title": {"ru": "Левицкий И. А.", "en": ""},
+                                        "reverseTitle": {"ru": "И. А. Левицкий", "en": ""},
+                                    }
+                                ]
+                            },
+                            "description": {"short": {"ru": "Информационные процессы. 2023."}},
+                            "annotation": {"ru": "<p>Русская аннотация</p>"},
+                            "documents": {"DOI": {"href": "https://doi.org/10.1/test"}},
+                        }
+                    ],
+                },
+            }
+        )
+
+    def get(self, url, **kwargs):
+        self.gets.append((url, kwargs))
+        return FakeResponse(
+            {
+                "lang": "ru",
+                "success": True,
+                "data": [
+                    {
+                        "id": 1045750164,
+                        "year": 2025,
+                        "level": "Бакалавриат",
+                        "title": "Аппаратно-программный комплекс защиты сети",
+                        "rating": 8,
+                        "student": "Лесняк Владислав Евгеньевич",
+                        "learnProgram": {"title": "Информатика и вычислительная техника", "url": "https://hse.ru/ba/isct/"},
+                        "orgUnit": {"title": "МИЭМ", "url": "https://www.hse.ru/org/url/59315150"},
+                        "supervisors": [{"url": "https://www.hse.ru/org/persons/803294906", "name": "Борисов Сергей Петрович"}],
+                    }
+                ],
+            }
+        )
+
+
+class GroupedPublicationsSession(FakeSession):
+    def post(self, url, **kwargs):
+        self.posts.append((url, kwargs))
+        return FakeResponse(
+            {
+                "status": "ok",
+                "result": {
+                    "more": False,
+                    "total": 1,
+                    "groupType": 2,
+                    "items": {
+                        "year": {
+                            "header": {"ru": "по году", "en": "by year"},
+                            "criteria": {"year": []},
+                            "items": {
+                                "2011": [
+                                    {
+                                        "id": "146366790",
+                                        "type": "ARTICLE",
+                                        "title": "Развитие теории самосогласованного поля",
+                                        "year": 2011,
+                                        "description": {"short": {"ru": "Журнал физической химии 2011."}},
+                                    }
+                                ],
+                                "2012": [
+                                    {
+                                        "id": "146367323",
+                                        "type": "ARTICLE",
+                                        "title": "Self-consistent field theory investigation",
+                                        "year": 2012,
+                                        "description": {"short": {"en": "Russian Journal of Physical Chemistry A 2012."}},
+                                    }
+                                ],
+                            },
+                        }
+                    },
+                },
+            }
+        )
+
+
 def test_normalize_profile_url_supports_staff_and_org_persons():
     assert normalize_profile_url("/staff/avsergeev#sci") == "https://www.hse.ru/staff/avsergeev"
     assert normalize_profile_url("https://www.hse.ru/org/persons/123/") == "https://www.hse.ru/org/persons/123"
@@ -26,3 +141,136 @@ def test_extract_person_tabs_prefers_person_menu_addition():
 
     assert [tab["title"] for tab in tabs] == ["Домашняя страница", "Публикации"]
     assert tabs[1]["href"] == "https://www.hse.ru/staff/avsergeev#sci"
+
+
+def test_enrich_sections_from_hse_widgets_loads_publications_and_vkr():
+    soup = BeautifulSoup(
+        """
+        <script src="/n/stat/publications/dist-w/publs.js" data-author="568398853" data-widget-name="AuthorSearch"></script>
+        <script src="/n/stat/vkr/app.js" data-api-url="/n/vkr/api/" data-person-id="803294906"></script>
+        """,
+        "html.parser",
+    )
+    session = FakeSession()
+
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        "https://www.hse.ru/org/persons/803294906",
+        {"User-Agent": "test"},
+        10,
+        [],
+    )
+
+    publications = next(section for section in sections if section["type"] == "publications")
+    theses = next(section for section in sections if section["type"] == "graduation_theses")
+
+    assert publications["publications_count"] == 1
+    assert publications["publications"][0]["url"] == "https://publications.hse.ru/view/888959076"
+    assert publications["publications"][0]["doi_url"] == "https://doi.org/10.1/test"
+    assert publications["publications"][0]["annotation"] == {"ru": "Русская аннотация"}
+    assert publications["publications"][0]["authors"][0]["is_current_employee"] is True
+    assert theses["theses_count"] == 1
+    assert theses["theses"][0]["student"] == "Лесняк Владислав Евгеньевич"
+    assert theses["theses"][0]["project_url"] == "https://www.hse.ru/edu/vkr/1045750164"
+    assert session.posts[0][0] == "https://publications.hse.ru/api/searchPubs"
+    assert session.gets[0][1]["params"] == {"supervisorId": "803294906"}
+
+
+def test_enrich_sections_from_hse_widgets_loads_grouped_publications():
+    soup = BeautifulSoup(
+        """
+        <script src="/n/stat/publications/dist-w/publs.js" data-author="133709486" data-widget-name="AuthorSearch"></script>
+        """,
+        "html.parser",
+    )
+    session = GroupedPublicationsSession()
+
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        "https://www.hse.ru/org/persons/133709486",
+        {"User-Agent": "test"},
+        10,
+        [],
+    )
+
+    publications = next(section for section in sections if section["type"] == "publications")
+
+    assert publications["publications_count"] == 2
+    assert [item["id"] for item in publications["publications"]] == ["146366790", "146367323"]
+    assert publications["publications"][0]["url"] == "https://publications.hse.ru/view/146366790"
+    assert publications["publications"][1]["url"] == "https://publications.hse.ru/view/146367323"
+
+
+def test_news_heading_with_publications_word_does_not_absorb_widget_publications():
+    soup = BeautifulSoup(
+        """
+        <h2>Статья профессора МИЭМ вошла в число самых популярных публикаций на портале SpringerLink</h2>
+        <div class="post__text">
+          <p>Первоначально статья профессора вышла в российском журнале.</p>
+        </div>
+        <script src="/n/stat/publications/dist-w/publs.js" data-author="133709486" data-widget-name="AuthorSearch"></script>
+        """,
+        "html.parser",
+    )
+    session = FakeSession()
+
+    sections = extract_sections(soup, "https://www.hse.ru/org/persons/133709486")
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        "https://www.hse.ru/org/persons/133709486",
+        {"User-Agent": "test"},
+        10,
+        sections,
+    )
+
+    assert sections[0]["type"] == "paragraphs"
+    assert sections[0]["title"].startswith("Статья профессора")
+    publications = [section for section in sections if section["type"] == "publications"]
+    assert len(publications) == 1
+    assert publications[0]["title"] == "Публикации и исследования"
+    assert publications[0]["publications_count"] == 1
+
+
+def test_extract_sections_parses_employee_news_links():
+    soup = BeautifulSoup(
+        """
+        <div class="b-person-data posts hidden printable" data-tab="press_links_news" tab-node="press_links_news">
+          <div class="post f8">
+            <div class="post__extra">
+              <div class="post-meta">
+                <div class="post-meta__date">
+                  <div class="post-meta__day">28</div>
+                  <div class="post-meta__month">апр.</div>
+                  <div class="post-meta__year">2026</div>
+                </div>
+              </div>
+            </div>
+            <div class="post__content">
+              <h2 class="first_child"><a class="link" href="/news/edu/1153850518.html">Как финал ВсОШ формирует кадры</a></h2>
+              <div class="post__text"><p class="with-indent">Краткое описание новости.</p></div>
+            </div>
+          </div>
+          <div class="post f8">
+            <div class="post__content">
+              <h2><a href="https://miem.hse.ru/news/1123589375.html">Партнер магистратуры</a></h2>
+            </div>
+          </div>
+        </div>
+        """,
+        "html.parser",
+    )
+
+    sections = extract_sections(soup, "https://www.hse.ru/staff/avsergeev")
+
+    assert len(sections) == 1
+    news = sections[0]
+    assert news["type"] == "news"
+    assert news["news_count"] == 2
+    assert news["news_links"][0]["title"] == "Как финал ВсОШ формирует кадры"
+    assert news["news_links"][0]["url"] == "https://www.hse.ru/news/edu/1153850518.html"
+    assert news["news_links"][0]["summary"] == "Краткое описание новости."
+    assert news["news_links"][0]["published_at"] == "2026-04-28T00:00:00+00:00"
+    assert news["news_links"][0]["published_year"] == 2026