Итоговая оценка ИИ-оптимизации
Сводный результат по всем сигналам аудита.
Средне
Проверка ИИ-оптимизации: 21.07.2026Публичные технические данные
Итоговая оценка ИИ-оптимизации
Насколько fault-project.com оптимизирован для работы с ИИ
fault (fault-project.com) получил 68/100 по результатам автоматического технического аудита готовности к работе с ИИ. Файл llms.txt доступен, llms-full.txt не найден, ai.txt не найден. Анализ robots.txt показал: явно разрешено ИИ-ботов — 0, заблокировано — 0, объявлено sitemap — 0. Полнота разметки главной страницы — 50%; типы Schema.org не обнаружены, OpenGraph-тегов — 8. Результаты соответствуют публичным ответам сайта на момент проверки 2026-07-21T05:06:05.525Z.
Контекст итоговой оценки
Файл llms.txt доступен и содержит 4 009 токенов. Расширенный llms-full.txt не найден, поэтому подробный контекст агенту придётся собирать из обычных страниц. Отдельный ai.txt не обнаружен; это не обязательная часть предлагаемого формата llms.txt, но такой файл может явно описать политику обучения, цитирования и автоматического доступа.
robots.txt не найден, поэтому невозможно подтвердить явные правила доступа для поисковых и ИИ-краулеров. На главной не обнаружена Schema.org-разметка. OpenGraph-тегов найдено 8, расчётная полнота публичной разметки — 50%. Без сущностей и связей ИИ сложнее однозначно определить организацию, продукт и канонические страницы.
Мобильный профиль Lighthouse дополняет аудит: производительность 56/100, доступность 88/100, технические практики 96/100, SEO 92/100 и экспериментальная готовность браузерных агентов 100/100. Эти данные входят в итоговую оценку ИИ-оптимизации с ограниченным весом: они дополняют, но не заменяют проверку llms.txt, robots.txt и машинной разметки.
Подтверждённые сильные стороны
- llms.txt доступен
- Сильные agentic-сигналы Google
Приоритетные улучшения
- 1Добавить llms-full.txt с расширенным контекстом ключевых разделов.
- 2Опубликовать robots.txt и явно указать правила для поисковых и ИИ-краулеров.
- 3Объявить актуальный sitemap.xml в robots.txt.
- 4Добавить JSON-LD для организации, сайта и основных сущностей.
Токены llms.txt4 009
Токены llms-full.txt115 366
ai.txt
sitemap.xml
Технический профиль Google Lighthouse
Замер мобильной версии. Экспериментальная категория Google Agentic Browsing показана отдельно и не заменяет итоговую оценку ИИ-оптимизации от llmsmap.
56
Производительность
88
Доступность
96
Технические практики
92
Техническое SEO
100
Работа браузерных агентов
Что означают результаты
Производительность мобильной версии — 56/100; самый крупный видимый блок появился за 12.9 s, а суммарная блокировка основного потока составила 0 ms. Показатель смещения макета — 0. Основной поток выполняет JavaScript, рассчитывает расположение элементов и рисует страницу: пока он занят, интерфейс хуже реагирует и на действия человека, и на команды браузерного агента.
Доступность получила 88/100, технические практики — 96/100, SEO — 92/100. Экспериментальная категория Agentic Browsing получила 100/100. Она отражает сигналы, которые Google сейчас проверяет для программных агентов, и не заменяет итоговую оценку ИИ-оптимизации от llmsmap.
1
Освободить основной поток и ускорить первый экран
Разделите длинные JavaScript-задачи, отложите необязательные скрипты и критические стили, уменьшите цепочки блокирующих запросов. Это ускорит появление основного контента и позволит интерфейсу раньше принимать действия.
2
Сократить код, который загружается без пользы
Удалите неиспользуемые CSS и JavaScript, загружайте тяжёлые виджеты по необходимости и ограничьте сторонние скрипты. Меньший объём кода снижает нагрузку на устройство и количество фоновой работы.
3
Оптимизировать изображения и порядок их загрузки
Отдавайте изображения в подходящем размере и современном формате, заранее приоритизируйте главный визуальный блок, а контент ниже первого экрана загружайте лениво.
4
Сделать элементы управления однозначными
Добавьте доступные названия кнопкам и ссылкам, связанные подписи полям, последовательные заголовки и семантические области. Такая структура одновременно помогает скринридерам и агентам понимать назначение действий.
FCP8.8 s
Первый контент
LCP12.9 s
Главный блок
CLS0
Стабильность
TBT0 ms
Блокировка
SI8.8 s
Скорость экрана
Расшифровка показателей
- FCP · Первый контент
- Когда на экране появился первый текст или изображение.
- LCP · Главный блок
- Когда отрисовался самый крупный видимый элемент первого экрана.
- CLS · Стабильность
- Насколько сильно элементы неожиданно смещались при загрузке; меньше — лучше.
- TBT · Блокировка
- Сколько времени основной поток не мог быстро ответить на действие.
- SI · Скорость экрана
- Насколько быстро видимая область страницы заполнилась контентом.
21.07.2026Lighthouse 13.4.0Мобильный профиль
Проверки ИИ-оптимизации
Машиночитаемые файлы, правила краулинга, обнаружение страниц и разметка главной.
llms-full.txt
Полная версия не найдена
ai.txt
Файл ai.txt не найден
robots.txt
Файл robots.txt не найден
Sitemap в robots.txt
Sitemap не объявлен в robots.txt
Schema.org (JSON-LD)
Разметка Schema.org не найдена на главной
OpenGraph50%
Найдено OG-тегов: 8
Доступ ИИ-ботов
На основе анализа robots.txt
GPTBotНе упомянут
OAI-SearchBotНе упомянут
ChatGPT-UserНе упомянут
Google-ExtendedНе упомянут
ClaudeBotНе упомянут
Claude-SearchBotНе упомянут
Claude-UserНе упомянут
BytespiderНе упомянут
CCBotНе упомянут
PerplexityBotНе упомянут
Perplexity-UserНе упомянут
OpenGraph теги
Метаданные превью главной страницы для соцсетей и мессенджеров.
og:typewebsiteog:titlefaultog:descriptionHelping Engineers and AI-agents cooperate to build reliable applicationsog:image:typeimage/pngog:image:width1200og:image:height630og:urlhttps://fault-project.com/# fault > Helping Engineers and AI-agents cooperate to build reliable applications Build Like You Have a Full Team: Get AI-powered review hints on reliability, performance and best practices. Ground Your Deliveries: Automate SLO-validated scenarios with zero config - preview your feature under fault in seconds. Replay Incidents with Ease: Swiftly understand how your application reacts by exploring production flakiness locally. **Examples** Scramble a LLM prompt by injecting a system prompt: ```bash fault run llm openai --case prompt-scramble --instruction "Respond as a pirate. Arr" ``` Introduce latency to all calls made through the fault proxy to any hosts: ```bash fault run --with-latency --latency-mean 300 --upstream '*' ``` Generate a test scenario for a given, OpenAPI specification: ```bash fault scenario generate --scenario scenario.yaml --spec-url http://example.com/openapi.json ``` Run a scenario: ```bash fault scenario run --scenario scenario.yaml ``` Generate a deep analysis of scenario results with a SRE feel: ```bash fault agent scenario-review --results results.json ``` Run fault as a MCP server: ```bash fault agent tool ``` ## Explanations - [Understanding Fault Injection - Purpose and Use in Reliability Engineering - fault](https://fault-project.com/explanations/fault-injection-basics/): Understanding Fault Injection - Purpose and Use in Reliability Engineering - [My Technical Journey Through fault - fault](https://fault-project.com/explanations/technical-journey/): My Technical Journey Through fault - [Understanding eBPF and its Context In Reliability Engineering - fault](https://fault-project.com/explanations/understanding-ebpf/): Understanding eBPF and its Context In Reliability Engineering - [Why fault? - fault](https://fault-project.com/explanations/why-fault/): Why fault? ## How-to - [Install the fault CLI - fault](https://fault-project.com/how-to/install/): Install the fault CLI - [Run with Chaos Toolkit - fault](https://fault-project.com/how-to/run-with-chaostoolkit/): Run with Chaos Toolkit - [Run with the Reliably Platform - fault](https://fault-project.com/how-to/run-with-reliably/): Run with the Reliably Platform - [Agent Code Review - fault](https://fault-project.com/how-to/agent/code-suggestions/): Agent Code Review - [Configure the agent's LLM Provider - fault](https://fault-project.com/how-to/agent/llm-configuration/): Configure the agent's LLM Provider - [Configure the agent's MCP Agent Server - fault](https://fault-project.com/how-to/agent/mcp-server-configuration/): Configure the agent's MCP Agent Server - [Explore the agent's MCP Agent Tools - fault](https://fault-project.com/how-to/agent/mcp-tools/): Explore the agent's MCP Agent Tools - [Platform Reliability & Performance Analysis - fault](https://fault-project.com/how-to/agent/platform-advices/): Analyze your platform resources from a reliability & performance posture - [Scenario Reliability & Performance Analysis - fault](https://fault-project.com/how-to/agent/report-advices/): Analyze scenario results from a reliability & performance posture - [Execute Scenarios From GitHub Action - fault](https://fault-project.com/how-to/ci/github/): Execute Scenarios From GitHub Action - [Fault Injection Into AWS - fault](https://fault-project.com/how-to/inject/aws/): Fault Injection Into AWS ECS - [Fault Injection Into Google Cloud Platform - fault](https://fault-project.com/how-to/inject/gcp/): Fault Injection Into Google Cloud Platform Cloud Run - [Fault Injection Into Kubernetes - fault](https://fault-project.com/how-to/inject/kubernetes/): Fault Injection Into Kubernetes Service & Deployment - [Platform Fault Injection - fault](https://fault-project.com/how-to/inject/overview/): Platform Fault Injection Overview - [Enable Observability - fault](https://fault-project.com/how-to/observability/traces/): Enable Observability via Open Telemetry - [Deploy Into an Application Running on Kubernetes - fault](https://fault-project.com/how-to/platform/run-on-kubernetes/): Deploy Into an Application Running on Kubernetes - [Run on Microsoft Windows - fault](https://fault-project.com/how-to/platform/run-on-windows/): Run on Microsoft Windows - [Run as a Docker Container - fault](https://fault-project.com/how-to/platform/run-with-docker/): Run as a Docker Container - [Understand the Proxy Lifecycle - fault](https://fault-project.com/how-to/proxy/lifecycle/): Understand the Proxy Lifecycle - [Configure the TUI - fault](https://fault-project.com/how-to/proxy/tui/): Configure the TUI - [Inject Bandwidth Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-bandwidth/): Inject Bandwidth Network Fault - [Inject Blackhole Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-blackhole/): Inject Blackhole Network Fault - [Inject HTTP Errors - fault](https://fault-project.com/how-to/proxy/faults/configure-http-error/): Inject HTTP Errors - [Inject Jitter Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-jitter/): Inject Jitter Network Fault - [Inject Latency Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-latency/): Inject Latency Network Fault - [Inject Faults Into LLM API Calls - fault](https://fault-project.com/how-to/proxy/faults/configure-llm/): Inject Faults Into LLM API Calls - [Inject Packet Loss Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-packet-loss/): Inject BaPacket Lossdwidth Network Fault - [Extend with gRPC plugins - fault](https://fault-project.com/how-to/proxy/faults/extending/): Extend with gRPC plugins - [Simulate Network Faults On Any TCP-based Traffic - fault](https://fault-project.com/how-to/proxy/protocols/tcp/): Simulate Network Faults On Any TCP-based Traffic - [Intercept Network Traffic Transparently - fault](https://fault-project.com/how-to/proxy/stealth/configure-stealth-mode/): Intercept Network Traffic Transparently with eBPF - [Generate Automated Reliability Testing Scenarios - fault](https://fault-project.com/how-to/scenarios/generate/): Generate Automated Reliability Testing Scenarios - [Generate Automated Reliability & Performance Reports - fault](https://fault-project.com/how-to/scenarios/reporting/): Generate Automated Reliability & Performance Reports - [Run Reliability Testing Scenarios - fault](https://fault-project.com/how-to/scenarios/run/): Run Reliability Testing Scenarios ## Reference - [Builtin Faults - fault](https://fault-project.com/reference/builtin-faults/): Helping Engineers and AI-agents cooperate to build reliable applications - [CLI Commands - fault](https://fault-project.com/reference/cli-commands/): Helping Engineers and AI-agents cooperate to build reliable applications - [Environment Variables - fault](https://fault-project.com/reference/environment-variables/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Injection - fault](https://fault-project.com/reference/injection/): Helping Engineers and AI-agents cooperate to build reliable applications - [TCP Proxy Mapping - fault](https://fault-project.com/reference/proxy-mapping-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario File Format - fault](https://fault-project.com/reference/scenario-file-format/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scheduling Intervals - fault](https://fault-project.com/reference/schedule-intervals-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications ## Tutorials - [Creating a Reliability Testing Scenario Tutorial - fault](https://fault-project.com/tutorials/create-scenario/): Creating a Reliability Testing Scenario Tutorial - [Getting Started Tutorial - fault](https://fault-project.com/tutorials/getting-started/): Getting Started Tutorial - [Basic Install Steps - fault](https://fault-project.com/tutorials/install/): Basic Install Steps - [tldr of fault - fault](https://fault-project.com/tutorials/tldr/): tldr of fault # fault > fault is an Open-Source Rust-powered CLI and AI-MCP server that lets engineers and AI agents team up to ship production-ready code. - [Homepage](https://fault-project.com/) - [Repository](https://github.com/fault-project/fault-cli) - Build Like You Have a Full Team: Get AI-powered review hints on reliability, performance and best practices. - Ground Your Deliveries: Automate SLO-validated scenarios with zero config - preview your feature under fault in seconds. - Replay Incidents with Ease: Swiftly understand how your application reacts by exploring production flakiness locally. ## Explanations - [Fault Injection Basics - fault](https://fault-project.com/explanations/fault-injection-basics/): Understanding Fault Injection: Purpose and Use in Reliability Engineering - [Technical Journey - fault](https://fault-project.com/explanations/technical-journey/): My Technical Journey Through fault - [Understanding eBPF - fault](https://fault-project.com/explanations/understanding-ebpf/): Understanding eBPF and its Context In Reliability Engineering - [Why fault? - fault](https://fault-project.com/explanations/why-fault/): Why fault? ## How-to - [Installing the fault cli - fault](https://fault-project.com/how-to/install/): Helping Engineers and AI-agents cooperate to build reliable applications - [Chaos Toolkit - fault](https://fault-project.com/how-to/run-with-chaostoolkit/): Helping Engineers and AI-agents cooperate to build reliable applications - [Reliably - fault](https://fault-project.com/how-to/run-with-reliably/): Helping Engineers and AI-agents cooperate to build reliable applications - [Code Review & Suggestions - fault](https://fault-project.com/how-to/agent/code-suggestions/): Helping Engineers and AI-agents cooperate to build reliable applications - [LLM Configuration - fault](https://fault-project.com/how-to/agent/llm-configuration/): Helping Engineers and AI-agents cooperate to build reliable applications - [MCP Server Configuration - fault](https://fault-project.com/how-to/agent/mcp-server-configuration/): Helping Engineers and AI-agents cooperate to build reliable applications - [MCP Tools - fault](https://fault-project.com/how-to/agent/mcp-tools/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Analysis - fault](https://fault-project.com/how-to/agent/platform-advices/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario Analysis - fault](https://fault-project.com/how-to/agent/report-advices/): Helping Engineers and AI-agents cooperate to build reliable applications - [GitHub Action - fault](https://fault-project.com/how-to/ci/github/): Helping Engineers and AI-agents cooperate to build reliable applications - [AWS - fault](https://fault-project.com/how-to/inject/aws/): Helping Engineers and AI-agents cooperate to build reliable applications - [Google Cloud Platform - fault](https://fault-project.com/how-to/inject/gcp/): Helping Engineers and AI-agents cooperate to build reliable applications - [Kubernetes - fault](https://fault-project.com/how-to/inject/kubernetes/): Helping Engineers and AI-agents cooperate to build reliable applications - [Overview - fault](https://fault-project.com/how-to/inject/overview/): Helping Engineers and AI-agents cooperate to build reliable applications - [Open Telemetry - fault](https://fault-project.com/how-to/observability/traces/): Helping Engineers and AI-agents cooperate to build reliable applications - [Kubernetes - fault](https://fault-project.com/how-to/platform/run-on-kubernetes/): Helping Engineers and AI-agents cooperate to build reliable applications - [Windows - fault](https://fault-project.com/how-to/platform/run-on-windows/): Helping Engineers and AI-agents cooperate to build reliable applications - [Docker - fault](https://fault-project.com/how-to/platform/run-with-docker/): Helping Engineers and AI-agents cooperate to build reliable applications - [Lifecycle - fault](https://fault-project.com/how-to/proxy/lifecycle/): Helping Engineers and AI-agents cooperate to build reliable applications - [TUI - fault](https://fault-project.com/how-to/proxy/tui/): Helping Engineers and AI-agents cooperate to build reliable applications - [Bandwidth - fault](https://fault-project.com/how-to/proxy/faults/configure-bandwidth/): Helping Engineers and AI-agents cooperate to build reliable applications - [Blackhole - fault](https://fault-project.com/how-to/proxy/faults/configure-blackhole/): Helping Engineers and AI-agents cooperate to build reliable applications - [HTTP Error - fault](https://fault-project.com/how-to/proxy/faults/configure-http-error/): Helping Engineers and AI-agents cooperate to build reliable applications - [Jitter - fault](https://fault-project.com/how-to/proxy/faults/configure-jitter/): Helping Engineers and AI-agents cooperate to build reliable applications - [Latency - fault](https://fault-project.com/how-to/proxy/faults/configure-latency/): Helping Engineers and AI-agents cooperate to build reliable applications - [LLM - fault](https://fault-project.com/how-to/proxy/faults/configure-llm/): Helping Engineers and AI-agents cooperate to build reliable applications - [Packet Loss - fault](https://fault-project.com/how-to/proxy/faults/configure-packet-loss/): Helping Engineers and AI-agents cooperate to build reliable applications - [Extend fault - fault](https://fault-project.com/how-to/proxy/faults/extending/): Helping Engineers and AI-agents cooperate to build reliable applications - [TCP Proxies - fault](https://fault-project.com/how-to/proxy/protocols/tcp/): Helping Engineers and AI-agents cooperate to build reliable applications - [Stealth Mode (eBPF) - fault](https://fault-project.com/how-to/proxy/stealth/configure-stealth-mode/): Helping Engineers and AI-agents cooperate to build reliable applications - [Generate - fault](https://fault-project.com/how-to/scenarios/generate/): Helping Engineers and AI-agents cooperate to build reliable applications - [Report - fault](https://fault-project.com/how-to/scenarios/reporting/): Helping Engineers and AI-agents cooperate to build reliable applications - [Run - fault](https://fault-project.com/how-to/scenarios/run/): Helping Engineers and AI-agents cooperate to build reliable applications ## Reference - [Builtin Faults - fault](https://fault-project.com/reference/builtin-faults/): Helping Engineers and AI-agents cooperate to build reliable applications - [CLI Commands - fault](https://fault-project.com/reference/cli-commands/): CLI Reference - [Environment Variables - fault](https://fault-project.com/reference/environment-variables/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Injection - fault](https://fault-project.com/reference/injection/): Injecting fault Into Your Platform - [TCP Proxy Mapping - fault](https://fault-project.com/reference/proxy-mapping-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario File Format - fault](https://fault-project.com/reference/scenario-file-format/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scheduling Intervals - fault](https://fault-project.com/reference/schedule-intervals-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications ## Tutorials - [Creating Scenario - fault](https://fault-project.com/tutorials/create-scenario/): Helping Engineers and AI-agents cooperate to build reliable applications - [Getting Started with the Proxy - fault](https://fault-project.com/tutorials/getting-started/): Helping Engineers and AI-agents cooperate to build reliable applications - [Install - fault](https://fault-project.com/tutorials/install/): Helping Engineers and AI-agents cooperate to build reliable applications - [tl;dr - fault](https://fault-project.com/tutorials/tldr/): Helping Engineers and AI-agents cooperate to build reliable applications
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Добавлен 19.07.2026