AGENTS.md

This repository contains scripts for collecting Prometheus metrics, preprocessing data, training an LSTM autoencoder and detecting anomalies in real time.

Style

• Python 3.12 is the target version.
• Follow PEP8: 4 spaces per indent and keep lines under 100 characters.
• Use type hints and include short docstrings for every function or class.
• Comments and log messages are generally in Russian—keep new ones consistent with this style.

Setup

```bash curl -LsSf [https://astral.sh/uv/install.sh](https://astral.sh/uv/install.sh) | sh ```

```bash uv venv ```

```bash uv pip sync requirements.lock.txt ```

• Packages are managed via `uv`. If you don't have it installed, you can run:
• Before installing, create a virtual environment:
• Install dependencies from the lock file:

Dependencies

• After adding dependencies run `uv pip compile pyproject.toml --extra dev -o requirements.lock.txt`.

Configuration

both in this file and in `README.md`.

• All runtime settings are in `config.yaml`. Document any new configuration keys

Programmatic checks

Before committing changes: 1. Install dependencies: ```bash uv pip sync requirements.lock.txt ``` ```