# Start Generation

> This skill covers the generation routes for starting, streaming, canceling, downloading, and previewing. Trigger: When generating content.

- Skill: `jnzader/start-generation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add jnzader/start-generation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/jnzader/start-generation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: Apache-2.0
- Author: JNZader (https://skillmd.com/u/jnzader)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/jnzader/start-generation

---


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# start-generation

This skill covers the generation routes for starting, streaming, canceling, downloading, and previewing.

**Trigger**: When generating content.
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## Quick Reference

| Task | Pattern |
|------|---------|
| Start generation | `start_generation()` |
| Stream generation | `stream_generation()` |

## Critical Patterns (Summary)
- **Start Generation**: Initiates the generation process.
- **Stream Generation**: Streams the ongoing generation process.
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## Critical Patterns (Detailed)

### Start Generation

Initiates the generation process by calling the `start_generation` function.

```python
from apps.server.app.routes.generate import start_generation

result = start_generation(data)
```

### Stream Generation

Streams the ongoing generation process using the `stream_generation` function.

```python
from apps.server.app.routes.generate import stream_generation

for chunk in stream_generation(generation_id):
    process_chunk(chunk)
```

## When to Use

- When a user requests to start a new generation task.
- When streaming updates for a long-running generation process.

## Commands

```bash
docker-compose up
python apps/server/app/main.py
```

## Anti-Patterns

### Don't: Start without validation

Starting a generation without validating input can lead to errors and unexpected behavior.

```python
# BAD
start_generation(None)
```
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