{"skill":{"slug":"marl-middleware","displayName":"MARL — Multi-stage Reasoning Middleware","summary":"Multi-stage multi-agent reasoning middleware that reduces LLM hallucination by 70%+. 9 specialized emergence engines for invention, creative, pharma, genomic...","tags":{"emergence":"1.0.0","hallucination":"1.0.0","latest":"1.0.0","llm":"1.0.0","metacognition":"1.0.0","middleware":"1.0.0","multi-agent":"1.0.0","reasoning":"1.0.0"},"stats":{"comments":0,"downloads":392,"installsAllTime":1,"installsCurrent":1,"stars":6,"versions":1},"createdAt":1773036157231,"updatedAt":1777527202443},"latestVersion":{"version":"1.0.0","createdAt":1773036157231,"changelog":"Initial release of marl-middleware.\n\n- Provides multi-stage, multi-agent reasoning middleware for LLMs with 70%+ hallucination reduction.\n- Offers 9 specialized emergence engines for diverse domains including invention, pharma, chemistry, ecology, law, and more.\n- Simple integration: one line to connect, compatible with any OpenAI-format LLM endpoint.\n- Supports Docker, pip, or instant HuggingFace Space deployment.\n- Seamlessly switches reasoning modes by appending ::mode to the model name.\n- Runs locally, ensuring data does not leave your infrastructure.","license":"MIT-0"},"metadata":{"os":null,"systems":null},"owner":{"handle":"cutechicken99","userId":"s17a3wc5vcj36cafq4m7e7ebvh83n19s","displayName":"VIDRAFT","image":"https://avatars.githubusercontent.com/u/131574842?v=4"},"moderation":{"isSuspicious":true,"isMalwareBlocked":false,"verdict":"suspicious","reasonCodes":["suspicious.llm_suspicious","suspicious.vt_suspicious"],"summary":"Detected: suspicious.llm_suspicious, suspicious.vt_suspicious","engineVersion":"v2.4.5","updatedAt":1777527202443}}