Neuro Sega

AI Engineer | AI Content Creator | AI Enthusiast | AI-Era Mindset Engineer
Inst: @neurosetevich
TG:

[Neuro Sega @Whatis2308]

@OriSilver AGI

[Neuro Sega @Whatis2308]

The AI can run locally with Ollama.

No cloud. No API keys.

What used to feel like a Palantir-level privilege is now basically:

git clone

https://t.co/N0W1jNT4tE

[Neuro Sega @Whatis2308]

Governments paid millions for systems that let them see the world from above.

Now a developer has put a similar kind of capability on GitHub for free.

It’s called World Monitor.

Open your laptop and you get:
• 500+ news sources with AI summaries
• 56 map layers
• military activity
• maritime routes
• GPS interference
• undersea cables
• nuclear facilities

[Neuro Sega @Whatis2308]

Another option is to use /graphify.

Installation:
uv tool install graphifyy
graphify install

Repository: https://t.co/L3QNKHHalR

[Neuro Sega @Whatis2308]

Try this with any app, especially one built with vibe coding:

Ask Claude or Codex to turn its entire architecture into:

A single HTML page you can visually explore
A JSON file any other AI agent can instantly understand

Your code starts explaining itself.

Prompt below 👇

[Neuro Sega @Whatis2308]

Prompt:
Analyze my entire code repository in detail.
Generate TWO complete, ready-to-use deliverables:
1. A single, self-contained HTML file that includes:
An interactive architecture diagram with nodes and edges
A flows panel on the right
The complete route highlighted on the diagram when a flow is selected
Tooltips explaining every component
A clean, professional, and responsive design
All CSS and JavaScript embedded directly in the file
2. A JSON file for AI agents using this structure:
{
"nodes": [],
"edges": [],
"flows": [
{
"steps": []
}
]
}
Ensure that all node IDs, edge references, and flow steps match across both files.

[Neuro Sega @Whatis2308]

@jimmywalloj 😁

[Neuro Sega @Whatis2308]

https://t.co/cdtIefyRQ2

[Neuro Sega @Whatis2308]

I found a free library with 150,000+ skills for Claude.

They cover everything from coding and cybersecurity to marketing, sales, research, automation, and more.

The best part: new community-built skills are added every day.

Explore it here 👇

[Neuro Sega @Whatis2308]

100% free and open-source:

https://t.co/m55XXH83Tt

[Neuro Sega @Whatis2308]

Higgsfield AI… but completely FREE.

I just found an open-source project that turns almost any PC into a full AI video studio.

It’s called Wan2GP.

The crazy part?

It runs on as little as 6GB of VRAM, meaning even older RTX 10-series GPUs and many 8GB laptops can generate AI videos locally.

You get:

• Text-to-Video
• Image-to-Video
• Built-in support for Wan 2.2, LTX-2, Hunyuan Video & Flux
• LoRA support for custom models
• Browser UI with a queue system
• Mask editor + prompt enhancer

No subscriptions.
No watermarks.
No cloud uploads.

Everything runs on your own machine.

[Neuro Sega @Whatis2308]

https://t.co/sMbbpA4Zkv

[Neuro Sega @Whatis2308]

Someone just open-sourced a tool that can remove refusal behavior from an LLM without retraining it.

It’s called Obliteratus.

Instead of fine-tuning the model, it identifies the internal representations linked to refusals and lets you modify them directly.

You can see:

→ which layers trigger the refusal
→ how strong the effect is
→ how the model behaves before and after
→ what changes when those mechanisms are removed

It also comes with:

→ a no-code web interface
→ a full API
→ one-command setup
→ Google Colab support

Free. Open-source. Already past 7.2k GitHub stars.

This is less a jailbreak tool and more an X-ray for understanding how refusal mechanisms actually work inside LLMs.

Repo below 👇

[Neuro Sega @Whatis2308]

3/ How to install it

→ Download the GitHub repository
→ Use the Windows quick-start package or Docker
→ Connect your preferred AI model: Claude, GPT, Gemini, DeepSeek, and others
→ Open the web interface and start generating videos

You can also run it in Google Colab without installing anything locally.

GitHub:
https://t.co/tsbYxJ7IXl

[Neuro Sega @Whatis2308]

2/ How does it work?

→ Generates a script based on your topic
→ Finds copyright-free HD footage
→ Creates a voiceover, subtitles, and background music
→ Edits everything together
→ Exports a finished video for TikTok, Reels, or Shorts

[Neuro Sega @Whatis2308]

Prompt Engineering was never the destination.

It was just the first layer.

[Neuro Sega @Whatis2308]

🚨 Everyone is obsessed with AI Agents.

Almost nobody is talking about what comes next.

The best Claude Code users are no longer building agents.

They're building AI Factories.

Here's the mental model:

[Neuro Sega @Whatis2308]

Level 5 - Factory Engineering

Now connect everything.

Every task automatically becomes:

Interview
↓
Planning
↓
Tests
↓
Implementation
↓
Independent Review
↓
Evidence
↓
Documentation
↓
Knowledge Update

Every completed task leaves behind:

→ Updated docs
→ Test suite
→ Architecture
→ Decision log
→ Project memory

Nothing starts from zero anymore.