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API Usage

Commits & Code Churn

31 Jan — 6 Feb 2026

PR Activity

31 Jan — 6 Feb 2026

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README

CAITO Assistant

AI-ассистент стратегических решений для BigTechGroup. Веб-интерфейс поверх Claude Code CLI с ролевой моделью (CEO, CFO, COO, CDTO, ML Lead) и встроенными стресс-тестами.

Требования

Python 3.10+
Claude Code CLI — установлен в ~/.local/bin/claude
API-ключ Anthropic (ANTHROPIC_API_KEY в окружении)

Установка

python -m venv .venv
source .venv/bin/activate
pip install fastapi uvicorn

Структура проекта

server.py              # FastAPI-сервер + встроенный фронтенд
system_prompt.txt      # Системный промпт CAITO
test_cases/            # JSON-сценарии стресс-тестов
docs/data/
  profiles/            # Профили C-level ролей (MD)
  context/             # Контекстные данные компании
  metrics/             # Метрики и KPI
presentation.html      # Презентация проекта

Запуск

source .venv/bin/activate
python -c "import uvicorn; import server; uvicorn.run(server.app, host='0.0.0.0', port=8001)"

Сервер стартует на 0.0.0.0:8001. Откройте http://localhost:8001 в браузере.

Для разработки с hot-reload:

uvicorn server:app --host 0.0.0.0 --port 8001 --reload

Переменные окружения

Переменная	Описание	По умолчанию
`ANTHROPIC_API_KEY`	Ключ API Anthropic	— (обязательный)

API

Метод	Путь	Описание
`GET`	`/`	Веб-интерфейс чата
`POST`	`/api/chat`	Отправка сообщения (`{messages, role}`)
`GET`	`/api/stress-tests`	Список доступных стресс-тестов
`GET`	`/api/stress-tests/{id}`	Полный сценарий стресс-теста
`GET`	`/health`	Healthcheck

Функциональность

Ролевой чат — переключение между ролями C-level, каждая роль получает персонализированный системный промпт
Стресс-тесты — автоматический прогон сценариев из test_cases/, имитирующих давление от разных стейкхолдеров
Трассировка — отображение внутренних шагов рассуждения (tool use, результаты) для прозрачности

Events History

Total: 49 events

C Add markdown rendering and structured formatting to chat UI makamenshchikov 03-21 11:09

C Fix stability+UX: CORS headers, Russian responses, special chars, performance makamenshchikov 03-21 10:55

C Fix pricing: $200 -> $100/month team06 03-21 10:27

C Add role switching and stress test features to presentation slides team06 03-21 10:25

C Move stress tests to separate tab to keep main chat clean team06 03-21 10:20

C Update README with venv setup and correct port 8001 team06 03-21 08:35

C Add stress test runner, role badges, and enhanced role-based chat UI team06 03-21 08:29

C Add role selector and improve trace display for data transparency team06 03-21 01:47

C Group stress test dialog + type label into single reveal steps team06 03-21 01:27

C Add demo link to closing slide button team06 03-21 01:22

C Add sequential reveal for stress test slide cases team06 03-21 01:19

C Remove duplicate tag headings from content slides, keep only h2 team06 03-21 01:16

C Rework presentation based on product criteria review team06 03-21 01:10

C Add cost comparison table (OpenRouter vs Claude Code) to slide 3 team06 03-21 00:51

C Fix back button slide navigation direction in presentation team06 03-21 00:42

C Add HTML presentation for hackathon pitch (8 slides) team06 03-20 19:17

C Merge remote-tracking branch 'origin/main' into sasha team06 03-20 18:51

C Add product evaluation criteria team06 03-20 18:06

C Update eval criteria: add security block, remove point values team06 03-20 17:51

C Remove test cases 06-20 and restructure 01-05 with 4-5 wave format team06 03-20 17:39

C Add evaluation test cases for decision strategy framework team06 03-20 17:26

C Remove duplication between system_prompt.txt and strategy.md team06 03-20 17:10

C Fix: instruct Claude to use relative paths for data files makamenshchikov 03-20 16:54

C Add eval criteria, stress text example, and update system prompt team06 03-20 16:51

C Fix working directory to repo root for docs/data/ paths makamenshchikov 03-20 16:50

C Merge pull request #4 from snowbase2026-ai-south-hack/tonya Goryacheva Antonina 03-20 15:21

M Add decision strategy framework and integrate into system prompt GoryachevaT 03-20 15:21

PR Add decision strategy framework and integrate into system prompt GoryachevaT 03-20 15:21

C Add decision strategy framework and integrate into system prompt team06 03-20 15:17

C Merge pull request #3 from snowbase2026-ai-south-hack/tonya Goryacheva Antonina 03-20 15:01

M Tonya GoryachevaT 03-20 15:01

PR Tonya GoryachevaT 03-20 15:00

C Update README and system prompt with new context/annotations sections team06 03-20 14:57

C Extract missing context from originals into structured files team06 03-20 14:52

M Reorganize docs: profiles/ and metrics/ under data/, update system pr… GoryachevaT 03-20 14:35

C Merge pull request #2 from snowbase2026-ai-south-hack/tonya Goryacheva Antonina 03-20 14:35

PR Reorganize docs: profiles/ and metrics/ under data/, update system pr… GoryachevaT 03-20 14:34

C Reorganize docs: profiles/ and metrics/ under data/, update system prompt team06 03-20 14:32

C Merge remote-tracking branch 'origin/feature/session-memory' team06 03-20 13:41

C Reorganize CSV data into domain-based structure with clean single-table files team06 03-20 13:41

C Remove duplicate root data/ directory team06 03-20 13:14

C Move profiles to docs/profiles/ and add remaining generated profiles team06 03-20 13:08

M Tonya GoryachevaT 03-20 13:05

PR Tonya GoryachevaT 03-20 13:04

C Merge remote-tracking branch 'origin/main' into tonya team06 03-20 13:02

C Add project data, profile generation script, and participant profiles team06 03-20 12:59

C Add conversation memory to chat UI and backend makamenshchikov 03-20 12:47

C CAITO assistant: FastAPI wrapper around Claude Code CLI makamenshchikov 03-20 12:12

C Initial commit Dmitriy Gorbunov 03-19 18:33