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title: "Stefan Wiest (@skew202)"
emoji: "🔬"
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# skew202

**Stefan Wiest — AI Research & Engineering**

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## HuggingFace

### Spaces
- [**nerfstatus-hf-monitor**](https://huggingface.co/spaces/skew202/nerfstatus-hf-monitor) — HF Inference Quality Monitor

Live LLM quality testing with 6 scientific probes: Math, JSON, Code, Fact, Repeat, Negation. Detects degradation, hallucination, and model collapse in real-time.

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## Portfolio

### Research & Tools
| Project | Description | Link |
|---------|-------------|------|
| **HCT** | Harmonic Coordination Theory for multi-agent systems | [stefanwiest/hct-spec](https://huggingface.co/stefanwiest/hct-spec) |
| **NerfStatus** | Scientific LLM degradation detection | [nerfstatus.com](https://nerfstatus.com) |
| **AntiSlop** | Linter for AI-generated code slop | [GitHub](https://github.com/skew202/antislop) |
| **EnvCheck** | Environment file linting | [GitHub](https://github.com/envcheck/envcheck) |
| **SpeakOps** | Real-time AI speech coaching | [GitHub](https://github.com/speakops/desktop) |

### Writing
- **[SeekingSota](https://seekingsota.com)** — Essays on AI × Human identity crisis

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## Organizations

**[stefanwiest](https://huggingface.co/stefanwiest)** — Research collections and HCT specification
- 6 curated collections on multi-agent systems
- HCT protocol reference implementation

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## Connect

- 🌐 [stefanwiest.de](https://stefanwiest.de)
- 💼 [LinkedIn](https://linkedin.com/in/stefanwiest)
- 🐦 [X/Twitter](https://x.com/seekingsota)
- 📦 [GitHub](https://github.com/skew202)