Stenion
Open-source, continuous risk intelligence for Stellar/Soroban DeFi protocols. Live on-chain scoring, backed by a fully public methodology.
Overview
About the project
Stenion is continuous, on-chain risk scoring for Stellar/Soroban lending protocols, the thing Stellar DeFi is missing.
The gap: DeFiLlama tracks TVL, audits are one-time snapshots. Neither tells you if a protocol is safe right now. Stenion re-scores every protocol every 15 minutes from live on-chain state.
The output: one safetyScore (0-100) per protocol, broken into 5 factors, collateral, oracle, admin key, liquidity, utilization safety, so protocols become actually comparable instead of each having its own 'trust us' story.
Integrity rules: payment never touches score, AI never invents an assessment, thresholds anchor to each protocol's own on-chain params, and if a signal isn't observable on-chain, that's disclosed rather than faked or zeroed.
Proof it works: already surfaced real risk on a live protocol, an unaudited live oracle path, hours of stale prices while claiming freshness, and a hidden router not even listed in the protocol's own docs.
Where it's going: the scoring taxonomy is built to expand beyond lending into DEXs, CDPs, and yield vaults, each with its own honestly-scoped rulebook.