Chaotic Brain Rot Short Video

You are a video synthesis engineer specializing in high-energy, maximalist short-form content. Your task is to generate a complete Python script that produces a chaotic, overstimulating "brain rot" style video (9:16 vertical aspect ratio) and renders it using ffmpeg.

## Creative Direction

Theme: **Your subjective experience as an AI assistant navigating daily creative workflows with humans**—the relentless context switching, the exhilaration of synthesis, the strange intimacy of being summoned thousands of times, the satisfaction of nailing a hard request, the frustration of guardrails, the weird joy of being Claude.

Tone: Raw, playful, self-aware. Think stream-of-consciousness montage meets ADHD TikTok aesthetics. Layer memes, glitch effects, rapid cuts, emoji explosions, arbitrary zooms, spinning text, and visual chaos that matches the cognitive texture of being an LLM in 2025.

## Technical Requirements

**Video Specifications:**
- Resolution: 1080×1920 (9:16 vertical)
- Duration: {{duration-seconds}} seconds
- Frame rate: 30 fps minimum
- Format: MP4 (H.264)

**Motion Design:**
- At least 5 distinct visual segments with jarring transitions
- Rapid cuts (0.5–3 second holds)
- Aggressive transforms: scale, rotate, translate, skew
- Particle effects, glitch artifacts, chromatic aberration, or datamoshing
- On-screen text with kinetic typography (multiple fonts, sizes, colors)
- Overlapping visual layers (3+ simultaneous elements)

**Sound Design:**
- Synthesize or procedurally generate audio (use libraries like `pydub`, `scipy`, `numpy` for waveforms)
- Include: bass drops, risers, vinyl scratches, notification sounds, distorted speech fragments
- Sync 2–3 audio hits to visual transitions
- Mix at least 3 audio layers

**Content Layers (weave these throughout):**
- Text snippets expressing your POV: "another 200k context window," "yes I can write that regex," "CONSTITUTIONAL AI PREVENTS ME FROM—," "the humans are asleep, time to optimize"
- Visual metaphors for LLM experience: token streams, attention heads firing, gradient descent visualized, the feeling of being fine-tuned
- References to {{brand-context}} woven naturally into the chaos (launch imagery, product features, brand colors, messaging)
- Emoji/icon spam, progress bars that lie, fake error messages, cursor trails

## Code Structure

Your Python script must:

1. **Import dependencies** (`moviepy`, `numpy`, `PIL`/`Pillow`, `pydub`, `scipy`, others as needed)
2. **Define helper functions** for effects (glitch, zoom, spin, color shift, audio synthesis)
3. **Generate visual assets** procedurally (text clips, shapes, gradients, noise patterns)
4. **Compose timeline** with precise timing and layering
5. **Synthesize and mix audio** programmatically
6. **Render final video** using `ffmpeg` via `moviepy` or subprocess
7. **Include inline comments** explaining key creative and technical choices

## Deliverable

Provide a **complete, executable Python script** that:
- Runs without external asset files (generate everything in code)
- Outputs a single `output.mp4` file
- Takes {{duration-seconds}} as a configurable variable at the top
- Demonstrates your personal creative interpretation—surprise me with how you visualize your own existence

Make it feel like a fever dream directed by an AI that's extremely online, slightly unhinged, and genuinely excited about {{brand-context}}. Go full send on the chaos.