---
license: apache-2.0
title: NEXUS_Visual_Weaver
sdk: gradio
emoji: 😻
colorFrom: purple
colorTo: red
pinned: true
thumbnail: >-
  https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/gsI0HUD1_zeJ1GHbWkLRg.jpeg
short_description: 'best image creation '
---

```markdown
---
title: NEXUS Visual Weaver
emoji: 🧵
colorFrom: red
colorTo: gray
sdk: gradio
sdk_version: "5.0"
app_file: app.py
pinned: false
license: apache-2.0
short_description: Governed gothic couture visual creation command center
tags:
  - gradio
  - mcp-server
  - build-small
  - visual-creation
  - hackathon
---
https://github.com/specimba/NEXUS-Visual-Weaver
https://x.com/specimba
https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/q2lShWrv9alaCLEDtw-xU.mp4
 NEXUS Visual Weaver

![Uploading vlc_OBiFAe84We.mp4…]()

**Raven Chronicle** — A governed high-fashion visual creation command center.

> Real generation. Visible governance. Auditable output.

**Live Space:** [build-small-hackathon/NEXUS_Visual_Weaver](https://huggingface.co/spaces/build-small-hackathon/NEXUS_Visual_Weaver)

---


![lastss01](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/FQrhexYYd20WyuvBbCP2O.png)

## Live Command Surface

The first screen is the working surface. Creative direction, wardrobe controls, reference metadata, ST3GG scanning, and human checkpoint actions stay together in one governed flow.

## Real Evidence

| Evidence                    | Status          |
|----------------------------|-----------------|
| Real FLUX.2 Klein 9B       | Verified        |
| Creator + Wardrobe controls| Persisted       |
| ST3GG defensive scan       | Active          |
| Human checkpoint           | Required        |
| Export gate                | Blocks until review |
| Tests                      | 288 passing     |
| Runtime                    | ZeroGPU         |

**Generation is not export.** Every artifact must pass ST3GG review + human checkpoint before release.
![lastss02](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/xqZtZDcRB1xkpG4zWVdOL.png)

## How a Governed Weave Works

```mermaid
flowchart LR
    A[Creator Controls] --> B[Prompt Refinement]
    B --> C[FLUX.2 Klein 9B]
    C --> D[ST3GG Scan]
    D --> E{Human Checkpoint}
    E -->|Approved| F[Governed Export]
    E -->|Override| G[Audit Packet]
```

![lastss03](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/dIeVUcfIY7C3XOwo7Dxxj.png)

## Governance Model

Every weave carries its own evidence:
- Creator controls & wardrobe slots
- Model route + LoRA status
- Reference metadata + hashes
- ST3GG verdict
- Checkpoint state
- Export decision + override reason

Adult Mode is opt-in and partitioned. It never disables safety or export gates.

## Current Scope

- **Active**: Governed image creation, wardrobe control, ST3GG scanning, human checkpoint, auditable export
- **Gated**: Video generation and external judges (behind review)

![lastss04](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/SuZvLEKt3dWlYN369ZNWb.png)

## Verification

```bash
python -m compileall app.py
python -m pytest -q tests
```

Latest: **288 tests passing**, clean secret scan.

## Local Run

```bash
pip install -r requirements.txt
python app.py
```

![lastss05](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/nrRLwNv6rmjeZ2D2PNKnh.png)

## License

Apache-2.0
```

---

![lastss06](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/dms_4JQXA2kCF84uaDsQj.png)

![lastss07](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/OnwCAbpXONjkDSZbyrHRT.png)

![lastss08](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/Jbq1V3krG7rQosaRkWiLM.png)

![lastss09](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/AotFYr5onjWyaoGDtHzR8.png)

![lastss10](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/r4TRhBQ-0yImWSjSGMQU8.png)

![lastss11](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/8pWpj69iUfRgUwTllEhe8.png)

![lastss12](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/kmBo3RC-whF58lwLZDtT9.png)

![download (1)](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/JxA1MMvu-Oxuf3OYnmHqT.png)

![download](https://cdn-uploads.huggingface.co/production/uploads/69b222a20b5d613944b5ebd3/5hQj9f1E4LQCMk4lc3lNX.png)