MiroShark 🦈 (@miroshark_) — Twitter Score 8 out of 1000

MiroShark is an open-source multi-agent simulation engine that converts uploaded source material into a knowledge graph, generates AI personas, and models public reactions across social and prediction-market environments. MiroShark's Twitter Score is 8.3 out of 1000 as of October 2026, ranking #110,686 among 498,071 tracked accounts.

MiroShark was founded by Aaron Elijah Mars. The engine's core workflow ingests source documents, constructs a knowledge graph from them, and then runs configurable swarms of AI personas that simulate how analysts, retail participants, influencers, and traders might react to a given event, including token-generation events for crypto launches. Its documented capabilities also extend to Polymarket simulation settings, allowing prediction-market state to be incorporated into reproducible simulation runs.

MiroShark is affiliated with OriginTrail, and optionally publishes simulation provenance to the OriginTrail Decentralized Knowledge Graph, returning a Universal Asset Locator, Merkle root, and transaction hash for each run. The project also supports x402-related integrations on Base mainnet through its associated x402aff repository, and a MiroShark token is traded on Base against WETH. MiroShark has published 543 posts and has been mentioned by 20 accounts across 131 total mentions.

Who follows MiroShark on X?

The accounts that follow MiroShark include 34 founders, 4 angel investors and 25 influencers, among them Gabriel Shapiro, Binji, Cuy Sheffield, SpiderCrypto, DFarmer and zac.eth.