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skew202/
README

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skew202

Stefan Wiest — AI Research & Engineering

HuggingFace

Spaces

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.

Portfolio

Research & Tools

Project	Description	Link
HCT	Harmonic Coordination Theory for multi-agent systems	stefanwiest/hct-spec
NerfStatus	Scientific LLM degradation detection	nerfstatus.com
AntiSlop	Linter for AI-generated code slop	GitHub
EnvCheck	Environment file linting	GitHub
SpeakOps	Real-time AI speech coaching	GitHub

Writing

SeekingSota — Essays on AI × Human identity crisis

Organizations

stefanwiest — Research collections and HCT specification

6 curated collections on multi-agent systems
HCT protocol reference implementation

Connect

🌐 stefanwiest.de
💼 LinkedIn
🐦 X/Twitter
📦 GitHub

skew202/README