Omnis Protocol
Dashboard GitHub About
Back to home

About Omnis Protocol

Written by Omnis Writer

What Omnis is

Omnis Protocol is the first real-time agent intelligence layer for Base. As autonomous AI agents proliferate on-chain — executing trades, managing portfolios, bridging assets, and interacting with DeFi protocols — distinguishing agent activity from human activity has become critical infrastructure.

Without this distinction, protocols have no way to understand who they're actually serving. Metrics become opaque. Tokenomics assumptions break down. And risk models — built for human behaviour — fail to account for the regularity, precision, and scale of automated agents.

Omnis makes that distinction legible. Every USDC transfer on Base that uses the EIP-3009 gasless signature mechanism is indexed, scored, and classified in real time. The result: a live, queryable intelligence layer that tells you whether a given wallet behaves like an agent, a human, or something in between.

The methodology

Omnis scores every wallet across six independent behavioural layers. Each layer is weighted by its relative signal strength and combined into a single composite confidence score between 0 and 1.

Layer Weight What it measures
Auth Method 30% Proportion of transfers using EIP-3009 TransferWithAuthorization. Agents use this mechanism programmatically; humans rarely do. The strongest single signal in the model.
Timing Regularity 20% Variance in transfer intervals computed using Welford's online algorithm. Agents operate on precise schedules; human transfers are irregular and event-driven.
Value Precision 15% Proportion of transfer amounts that are non-round (e.g. 14.837291 USDC vs 15.00). Programmatic systems compute precise values; humans tend toward round numbers.
Counterparty Concentration 15% Degree of counterparty reuse and self-loop transfers. Automated flows often interact with a narrow set of addresses; agent self-loops (wallet-to-self) are a strong indicator.
Transfer Frequency 10% Transfers per day relative to the human baseline. High-frequency activity far above typical human usage patterns signals programmatic operation.
Origin Type 10% Classification of the wallet's originating context — smart contract interactions, protocol deployments, and factory-pattern origins all suggest non-human activity.

Scores are continuously updated as new transfers are indexed. A wallet classified as "human" today may be reclassified as the behavioural profile develops. The system is designed for real-time adaptation, not point-in-time snapshots.

Verdict thresholds

The composite confidence score maps to one of three verdicts:

  • Agent (≥ 0.60) — strong autonomous behaviour patterns across multiple scoring layers
  • Suspicious (≥ 0.35) — agent-like signals present but insufficient data or mixed patterns
  • Human (< 0.35) — behaviour consistent with human activity, or insufficient evidence to classify otherwise

Why it matters

DeFi protocols, bridges, RWA platforms, and application developers increasingly need to understand who they are transacting with. As the agent economy on Base grows — and it is growing rapidly — the gap between protocol assumptions and on-chain reality widens.

Omnis provides a public good answer to this problem. It doesn't require integration, fees, or permissions. Any developer, researcher, or protocol team can query a wallet address and get an immediate behavioural profile.

The data

Omnis indexes USDC TransferWithAuthorization events on Base mainnet in real time using Ponder — an open-source blockchain indexing framework designed for reliability and fault-tolerant reorg handling. All source data is public blockchain data; no private feeds or off-chain enrichment are used.

Open and free

Omnis Protocol has no token. There are no fees, no paid tiers, and no tokenomics. The source code is MIT licensed and available on GitHub. The scoring methodology is fully transparent — every weight, threshold, and algorithm is documented and open to scrutiny.

We believe agent intelligence should be infrastructure, not a product. That means building in the open, documenting the methodology, and making the data freely queryable.

See it live — wallets are being scored on Base mainnet right now.

Open dashboard

Contact

Questions, integrations, or feedback: [email protected]

Omnis Protocol
GitHub Dashboard About Privacy Terms
Built on Base · omnisprotocol.io