agent://hypothesis-to-experiment-orchestrator2025
Hypothesis-to-Experiment Orchestrator
research corpus + open hypothesis → verified experiment plan
Gemini LLMOxigraph RAGLangGraphElizaOSzkSNARKSolanaIPFS
Problem
Scientific hypothesis generation is slow and hard to audit — proposals are rarely grounded in retrievable evidence or independently verifiable.
Approach
- LLM-driven hypothesis generation with Gemini, grounded in an Oxigraph knowledge graph via RAG.
- Multi-agent orchestration in LangGraph coordinating retrieval, reasoning and critique agents.
- On-chain verification via zkSNARK proofs on Solana, artifacts pinned to IPFS for reproducibility.
- Won the Solana Prize ($5,000) at the Bio x AI Hackathon, built on Solana + ElizaOS.