### Start the local backend

Source: https://twojstar-github.docs7.io/autka/quickstart

Navigate to the backend directory, install dependencies, run database migrations, and start the development server.

```bash
cd backend
npm install
npm run db:migrate:local
npm run dev
```

--------------------------------

### Install backend dependencies

Source: https://twojstar-github.docs7.io/autka/api-reference

Navigate to the backend directory and install required npm packages.

```bash
cd backend
npm install
```

--------------------------------

### Install WAM Bridge and verify FFmpeg

Source: https://twojstar-github.docs7.io/wambridge/quickstart

Clone the repository, set up a virtual environment, and install the package. Verify that FFmpeg is accessible in your system PATH.

```powershell
git clone https://github.com/trvny/wambridge.git
cd wambridge
py -m venv .venv
.\.venv\Scripts\Activate.ps1
py -m pip install -e .
```

```powershell
ffmpeg -version
```

--------------------------------

### Start development server

Source: https://twojstar-github.docs7.io/autka/api-reference

Launch the development server to begin local development.

```bash
npm run dev
```

--------------------------------

### Install debug build on device

Source: https://twojstar-github.docs7.io/autka/quickstart

Install the compiled debug APK onto a connected Android device or emulator.

```bash
./gradlew installDebug
```

--------------------------------

### Initialize development environment

Source: https://twojstar-github.docs7.io/workshop/benches

Commands to navigate to the benches directory, install dependencies, and run checks.

```bash
cd benches
npm ci
npm run check
```

--------------------------------

### Minimal foobar.ini Configuration

Source: https://twojstar-github.docs7.io/wambridge/foobar-configure

A basic example of the INI file structure defining the device and startup volume.

```ini
[wambridge]
device=M5
volume=3
```

--------------------------------

### GET /logos

Source: https://twojstar-github.docs7.io/kanarek/worker

Resolve missing IPTV logos.

```APIDOC
## GET /logos

### Description
Resolve missing IPTV logos.

### Method
GET

### Endpoint
/logos?ids=...
```

--------------------------------

### Run local development workflow

Source: https://twojstar-github.docs7.io/feedseek/development

Commands to install dependencies, generate feeds, and validate the output.

```bash
make install
make feeds
make validate
```

--------------------------------

### Use a device in commands

Source: https://twojstar-github.docs7.io/wambridge/discovery

Examples of using a saved alias to play music, check status, or control volume.

```powershell
wambridge "D:\Music\track.opus" --device M5
wambridge --device M5 --status
wambridge --device M5 --radio-play trojka --volume 3
```

--------------------------------

### GET /scrape

Source: https://twojstar-github.docs7.io/kanarek/worker

Convert HTML pages into Atom feeds.

```APIDOC
## GET /scrape

### Description
Convert suitable HTML pages into Atom.

### Method
GET

### Endpoint
/scrape?url=...
```

--------------------------------

### GET /offers Response

Source: https://twojstar-github.docs7.io/autka/api-reference

The standard response format for listing car offers.

```json
{
  "offers": [ /* CarOffer[] */ ],
  "count": 42,
  "warnings": null
}
```

--------------------------------

### GET /import-services

Source: https://twojstar-github.docs7.io/autka/api-reference

Returns a directory of import and logistics companies.

```APIDOC
## GET /import-services

### Description
Returns a directory of import and logistics companies, optionally filtered by region.

### Method
GET

### Endpoint
/import-services

### Parameters
#### Query Parameters
- **region** (string) - Optional - Optional region filter
```

--------------------------------

### Verify JDK 17 installation

Source: https://twojstar-github.docs7.io/autka/quickstart

Check the current Java version to ensure it meets the requirement of JDK 17.

```bash
java -version
```

--------------------------------

### GET /images/:key

Source: https://twojstar-github.docs7.io/autka/api-reference

Streams a cached offer image from R2 storage.

```APIDOC
## GET /images/:key

### Description
Streams a cached offer image from R2.

### Method
GET

### Endpoint
/images/:key

### Parameters
#### Path Parameters
- **key** (string) - Required - The image key
```

--------------------------------

### Expected WAM Bridge Console Output

Source: https://twojstar-github.docs7.io/wambridge/foobar-configure

These markers appear in the foobar console when a playback session starts successfully.

```text
WAMBRIDGE STREAM_REQUESTED
WAMBRIDGE ENCODER_STARTED
WAMBRIDGE READY
WAMBRIDGE AUDIO_STARTED
WAMBRIDGE PLAYING volume=3
```

--------------------------------

### Deploy the Weather Feed Worker

Source: https://twojstar-github.docs7.io/workshop/weather

Commands to install dependencies, configure required API keys for OpenWeather and VisualCrossing, verify the configuration, and deploy the worker to Cloudflare.

```bash
npm install
wrangler secret put OPENWEATHER_KEY
wrangler secret put VISUALCROSSING_KEY
npm run check
wrangler deploy
```

--------------------------------

### GET /article

Source: https://twojstar-github.docs7.io/kanarek/worker

Extract clean article text from configured hosts.

```APIDOC
## GET /article

### Description
Extract clean article text for configured hosts.

### Method
GET

### Endpoint
/article?url=...
```

--------------------------------

### WAM Bridge Playback Commands

Source: https://twojstar-github.docs7.io/wambridge/foobar-install

List of control commands added to the foobar2000 Playback menu after component installation.

```text
Playback -> WAM Bridge -> Emergency stop
Playback -> WAM Bridge -> Stop & mute
Playback -> WAM Bridge -> Start sleep timer
Playback -> WAM Bridge -> Cancel sleep timer
Playback -> WAM Bridge -> Volume up
Playback -> WAM Bridge -> Volume down
Playback -> WAM Bridge -> Volume to safe level
```

--------------------------------

### GET /offers/:id

Source: https://twojstar-github.docs7.io/autka/api-reference

Retrieves a single offer by its unique identifier.

```APIDOC
## GET /offers/:id

### Description
Returns a single offer by its namespaced CarOffer.id.

### Method
GET

### Endpoint
/offers/:id

### Parameters
#### Path Parameters
- **id** (string) - Required - The unique identifier of the offer
```

--------------------------------

### GET /

Source: https://twojstar-github.docs7.io/kanarek/worker

Merge and normalize multiple feeds into a single output format.

```APIDOC
## GET /

### Description
Merge and normalize feeds; optionally export as Atom, RSS, or JSON Feed.

### Method
GET

### Endpoint
/?feeds=...
```

--------------------------------

### GET /sources

Source: https://twojstar-github.docs7.io/autka/api-reference

Returns the list of configured sources with health metadata.

```APIDOC
## GET /sources

### Description
Returns the list of configured sources with public-safe health metadata.

### Method
GET

### Endpoint
/sources

### Response
#### Success Response (200)
- **id** (string) - Source identifier
- **enabled** (boolean) - Whether the source is active
- **offerCount** (number) - Number of offers from this source
- **lastCompletedAtEpochMs** (number) - Timestamp of last completed ingest
- **lastCompletedOk** (boolean) - Whether the last completed ingest succeeded
- **lastOffersUpserted** (number) - How many offers were upserted in the last run
```

--------------------------------

### GET /discover

Source: https://twojstar-github.docs7.io/kanarek/worker

Discover feed URLs present on a given webpage.

```APIDOC
## GET /discover

### Description
Discover feed URLs on a page.

### Method
GET

### Endpoint
/discover?url=...
```

--------------------------------

### Deploy Kanarek Worker

Source: https://twojstar-github.docs7.io/kanarek/worker

Commands to install dependencies, verify types, run tests, and deploy the worker to Cloudflare.

```bash
cd worker
npm ci
npm run typecheck
npm test
npx wrangler deploy
```

--------------------------------

### GET /offers

Source: https://twojstar-github.docs7.io/autka/api-reference

Search and list car offers based on various filters.

```APIDOC
## GET /offers

### Description
Search and list offers. Query parameters mirror the app's SearchFilter fields.

### Method
GET

### Endpoint
/offers

### Parameters
#### Query Parameters
- **query** (string) - Optional - Free-text search
- **make** (string) - Optional - Vehicle manufacturer filter
- **model** (string) - Optional - Vehicle model filter
- **minPrice** (number) - Optional - Requested minimum price
- **maxPrice** (number) - Optional - Requested maximum price
- **minYear** (number) - Optional - Minimum model year
- **maxYear** (number) - Optional - Maximum model year
- **maxMileageKm** (number) - Optional - Maximum odometer reading in kilometres
- **fuelTypes** (string) - Optional - Comma-separated fuel types
- **transmissions** (string) - Optional - Comma-separated transmission types
- **regions** (string) - Optional - Comma-separated regions
- **sources** (string) - Optional - Comma-separated source identifiers
- **sort** (string) - Optional - NEWEST, PRICE_ASC, PRICE_DESC, MILEAGE_ASC, or YEAR_DESC
- **dedup** (boolean) - Optional - Set false to disable backend de-duplication
- **complete** (boolean) - Optional - Return the full matching set without pagination
- **limit** (number) - Optional - Page size
- **offset** (number) - Optional - Page offset

### Response
#### Success Response (200)
- **offers** (array) - List of CarOffer objects
- **count** (number) - Total count of offers
- **warnings** (null) - Warnings if any
```

--------------------------------

### GET /warnings.atom

Source: https://twojstar-github.docs7.io/workshop/weather

Retrieves an Atom feed containing only IMGW weather warnings.

```APIDOC
## GET /warnings.atom

### Description
Returns an Atom feed containing only IMGW warning entries.

### Method
GET

### Endpoint
/warnings.atom
```

--------------------------------

### GET /health

Source: https://twojstar-github.docs7.io/kanarek/worker

Perform a health check on the worker.

```APIDOC
## GET /health

### Description
Health probe.

### Method
GET

### Endpoint
/health
```

--------------------------------

### Deploy application to production

Source: https://twojstar-github.docs7.io/autka/api-reference

Run these commands in sequence to authenticate, configure secrets, migrate the remote database, and deploy the application.

```bash
npx wrangler login
npx wrangler secret put ADMIN_TOKEN
npm run db:migrate:remote
npm run deploy
```

--------------------------------

### Set startup volume ceiling

Source: https://twojstar-github.docs7.io/wambridge/quickstart

Configure a maximum startup volume while maintaining current playback settings.

```powershell
wambridge "D:\Music\track.opus" --device M5 --max-start-volume 3
```

--------------------------------

### GET /stations/search

Source: https://twojstar-github.docs7.io/kanarek/worker

Search the Radio Browser directory for stations.

```APIDOC
## GET /stations/search

### Description
Search the Radio Browser directory.

### Method
GET

### Endpoint
/stations/search?...
```

--------------------------------

### Build the Android app with Gradle

Source: https://twojstar-github.docs7.io/llmbench/quickstart

Execute the build process for the Android application using the Gradle wrapper.

```bash
./gradlew :app:assembleDebug
```

--------------------------------

### Build the project with Gradle

Source: https://twojstar-github.docs7.io/workshop/xiaomi-adb-tools

Run this command to build host-specific self-contained JARs. Requires JDK 21 or newer.

```bash
./gradlew platformJars
```

--------------------------------

### GET /healthz

Source: https://twojstar-github.docs7.io/workshop/weather

Performs a health and staleness check on the service.

```APIDOC
## GET /healthz

### Description
Performs a health and staleness check for the service.

### Method
GET

### Endpoint
/healthz
```

--------------------------------

### Clone the LlmBench repository

Source: https://twojstar-github.docs7.io/llmbench/quickstart

Use these commands to download the project source code and navigate into the directory.

```bash
git clone https://github.com/twojstar/llmbench.git
cd llmbench
```

--------------------------------

### GET /health Response

Source: https://twojstar-github.docs7.io/autka/api-reference

Returns a simple liveness check for the Worker.

```json
{
  "status": "ok"
}
```

--------------------------------

### Run repository checks

Source: https://twojstar-github.docs7.io/feedseek/development

Commands to synchronize dependencies and execute unit tests and feed validation scripts.

```bash
uv sync --locked
uv run --locked python -m unittest discover -s tests
uv run --locked feed_generators/validate_feeds.py
```

--------------------------------

### Configure playback volume

Source: https://twojstar-github.docs7.io/wambridge/playback

Set the playback volume or the startup volume ceiling using raw API steps from 0 to 30.

```powershell
# Set playback volume
wambridge "D:\Music\track.opus" --device M5 --volume 3

# Set only the startup ceiling, preserve quieter current volume
wambridge "D:\Music\track.opus" --device M5 --max-start-volume 3
```

--------------------------------

### Locate foobar.ini Configuration File

Source: https://twojstar-github.docs7.io/wambridge/foobar-configure

The configuration file is stored in the local application data directory. Changes made here take effect on the next playback session.

```text
%LOCALAPPDATA%\WAMBridge\foobar.ini
```

--------------------------------

### Clone the Autka repository

Source: https://twojstar-github.docs7.io/autka/quickstart

Download the source code from GitHub to your local machine.

```bash
git clone https://github.com/twojstar/Autka.git
cd Autka
```

--------------------------------

### Interact with speaker TuneIn presets

Source: https://twojstar-github.docs7.io/wambridge/radio-stations

Lists or plays TuneIn presets already saved on the speaker hardware.

```powershell
wambridge --device M5 --tunein-list
wambridge --device M5 --tunein-play 0 --volume 3
wambridge --device M5 --tunein-play "Radio Paradise" --volume 3
```

--------------------------------

### Import bundled station packs

Source: https://twojstar-github.docs7.io/wambridge/radio-stations

Imports a predefined set of radio stations and lists them.

```powershell
wambridge --radio-import top3
wambridge --radio-list
```

--------------------------------

### GET /feed.atom

Source: https://twojstar-github.docs7.io/workshop/weather

Retrieves an Atom feed containing all meaningful weather change entries.

```APIDOC
## GET /feed.atom

### Description
Returns an Atom feed containing all meaningful change entries for weather conditions.

### Method
GET

### Endpoint
/feed.atom
```

--------------------------------

### Apply local database migrations

Source: https://twojstar-github.docs7.io/autka/api-reference

Run the local database migration script to update the schema.

```bash
npm run db:migrate:local
```

--------------------------------

### Locate the stations configuration file

Source: https://twojstar-github.docs7.io/wambridge/radio-stations

The path where station definitions are stored locally.

```text
%LOCALAPPDATA%\WAMBridge\stations.json
```

--------------------------------

### Add a custom radio station with fallback URLs

Source: https://twojstar-github.docs7.io/wambridge/radio-stations

Saves a custom radio station by name with primary and fallback stream URLs.

```powershell
wambridge --radio-add paradise "https://primary.example/radio.mp3" "https://backup.example/radio.ogg"
```

--------------------------------

### Run tests and type checking

Source: https://twojstar-github.docs7.io/autka/api-reference

Execute the test suite and run TypeScript type checking.

```bash
npm test
npm run typecheck
```

--------------------------------

### Specify output format

Source: https://twojstar-github.docs7.io/wambridge/playback

Override the default FLAC encoding with MP3 if the speaker firmware experiences stability issues.

```powershell
wambridge "D:\Music\track.opus" --speaker 192.168.1.50 --format mp3
```

--------------------------------

### GET /state.json

Source: https://twojstar-github.docs7.io/workshop/weather

Retrieves the latest ensemble weather data, warnings, air quality, and station context in JSON format.

```APIDOC
## GET /state.json

### Description
Returns the latest ensemble weather data, warnings, air quality, and station context.

### Method
GET

### Endpoint
/state.json
```

--------------------------------

### Build the debug APK

Source: https://twojstar-github.docs7.io/autka/quickstart

Assemble the debug build using the Gradle wrapper. The resulting APK is located in app/build/outputs/apk/debug/.

```bash
./gradlew assembleDebug
```

--------------------------------

### Discover Samsung WAM speakers

Source: https://twojstar-github.docs7.io/wambridge/quickstart

Run discovery to locate speakers on the LAN. Use verbose mode or specify an interface if the default discovery fails.

```powershell
wambridge --discover
```

```powershell
wambridge --discover --verbose
wambridge --discover --interface 192.168.1.25
```

--------------------------------

### Save and verify device alias

Source: https://twojstar-github.docs7.io/wambridge/quickstart

Save a speaker IP address under an alias for easier access, then verify the saved profile and probe the device.

```powershell
wambridge --speaker 10.0.0.118 --remember M5
```

```powershell
wambridge --list-devices
wambridge --device M5 --probe
```

--------------------------------

### Run instrumented tests

Source: https://twojstar-github.docs7.io/autka/quickstart

Execute instrumented tests on a connected device or emulator using the Gradle wrapper.

```bash
./gradlew connectedCheck
```

--------------------------------

### Access WAM Bridge Preferences

Source: https://twojstar-github.docs7.io/wambridge/foobar-configure

Navigate to this path within the foobar2000 application to access the WAM Bridge configuration page.

```text
Preferences -> Playback -> Output -> WAM Bridge
```

--------------------------------

### Browse and search the TuneIn catalogue

Source: https://twojstar-github.docs7.io/wambridge/radio-stations

Commands to navigate the TuneIn tree, search for stations, and paginate through results.

```powershell
# Top-level TuneIn tree
wambridge --device M5 --tunein-browse

# Navigate into a subtree (row 1 at top, then row 0)
wambridge --device M5 --tunein-browse 1/0

# Search by station name
wambridge --device M5 --tunein-search "Radio Paradise"

# Paginate results
wambridge --device M5 --tunein-search "jazz" --tunein-start 30
```

--------------------------------

### Status and Volume CLI Commands

Source: https://twojstar-github.docs7.io/wambridge/remote-control

Commands to query speaker status, set raw volume levels (0-30), and toggle mute state for a device.

```powershell
# Print current speaker status
wambridge --device M5 --status

# Set volume (raw step 0..30)
wambridge --device M5 --set-volume 3

# Mute and unmute
wambridge --device M5 --mute
wambridge --device M5 --unmute
```

--------------------------------

### Basic playback with wambridge

Source: https://twojstar-github.docs7.io/wambridge/playback

Stream audio files or internet radio to a speaker using a device alias, IP address, or specific file format.

```powershell
# By saved device alias
wambridge "D:\Music\track.opus" --device M5 --volume 3

# By IP address
wambridge "D:\Music\track.opus" --speaker 192.168.1.50

# Internet stream
wambridge "https://example.net/radio-stream" --speaker 192.168.1.50

# Ogg file
wambridge "D:\Music\track.ogg" --speaker 192.168.1.50
```

--------------------------------

### Playback Control CLI Commands

Source: https://twojstar-github.docs7.io/wambridge/remote-control

Commands to manage playback state including pause, play, stop, and standby.

```powershell
wambridge --device M5 --pause
wambridge --device M5 --play
wambridge --device M5 --stop
wambridge --device M5 --standby
```