01. Abstract
In the current decentralized financial landscape, incentive mechanisms are almost exclusively aligned with capital size (TVL) or transaction frequency (Volume). This creates a structural blind spot where the quality of on-chain behavioris ignored.
"Memora introduces a cognitive evaluation layer for smart wallets, transforming disciplined trading patterns into a measurable and rewardable asset class."
By utilizing non-custodial observation registries and deterministic scoring algorithms, Memora establishes the first "Proof of Discipline" protocol, enabling a meritocratic distribution of stablecoin rewards based on rationality, consistency, and emotional control.
02.Memora Behavioral Scoring Engine
Memora evaluates wallet reputation through a non-price, behavior-driven scoring system. Each wallet receives a unified score (S) derived from observable on-chain activity patterns rather than profit or balance.
Consistency Score (C)
Measures how consistently a wallet remains active over time, filtering out dormant, burst, or bot-like behavior.
Behavior Quality (B)
Evaluates transaction sanity based on frequency, value dispersion, and avoidance of spam or exploit-like patterns.
Engagement Depth (E)
Scores how deeply a wallet interacts with the ecosystem — including protocol diversity, contract interaction, and holding duration.
The final Memora Score is computed as a weighted combination of all behavioral vectors. Scores update dynamically as on-chain activity evolves, enabling real-time reputation tracking without relying on identity or KYC.
03. Distribution Mechanism
Rewards are distributed via a continuous-stream smart contract. The reward pool (P) is autonomously replenished through protocol-wide swap fees and MEV capture.
Wallets must maintain S > 75 for a minimum of 14 cycles.
Proportional to S^2 to incentivize high-tier behavioral performance.
04. Technical Architecture
Memora's architecture consists of four primary smart contract modules deployed across EVM-compatible chains:
ObservationRegistry.sol
Manages wallet registration, permission verification, and event logging. Implements read-only interfaces for monitoring DEX interactions, position changes, and transaction patterns without execution capabilities.
BehavioralScorer.sol
Implements deterministic scoring algorithms that evaluate consistency (temporal trading patterns), rationality (position sizing relative to portfolio), and discipline (adherence to stop-loss strategies). Scores update continuously as new data arrives.
RewardDistributor.sol
Handles automated reward calculations and distributions. Integrates with protocol revenue streams to source stablecoin rewards, then allocates them proportionally based on normalized behavioral scores across all qualifying participants.
GovernanceModule.sol
Enables decentralized parameter adjustment through token-weighted voting. Governance controls include scoring weight adjustments, reward distribution schedules, and protocol fee parameters.
05. Conclusion
Memora represents a fundamental shift in on-chain incentive design, moving beyond capital-centric models to reward the behavioral characteristics that drive long-term trading success. By implementing non-custodial behavioral observation and automated reward distribution, Memora creates a sustainable ecosystem where rational decision-making generates tangible value.
The protocol's architecture ensures complete user control, transparent operation, and verifiable reward mechanics. As on-chain trading volumes continue expanding, Memora provides the infrastructure to recognize and incentivize the traders who approach markets with discipline and intelligence.
Join us in building a trading ecosystem that remembers — and rewards — behavioral excellence.