Crypto Wallet Attribution Research Validates Hyperliquid Cohort Dynamics

The latest database checkpoints for the SHADOW tracking system confirm that 973 active wallets are distributed across tier allocations, backed by 543 distinct copy-trading attribution events and strict system parameters.

Active Wallet Cohorts and Promotion Transitions

Ongoing crypto wallet attribution research monitors cohort transitions between defined tracking classes. The copy-trading database /root/CopyTrader/copytrader.db currently registers 973 active tracked wallets. Standard wallet demotion evidence includes 550 wallets categorized under the SUB50K_DEMOTED tag and 3 wallets marked as MICRO_HOLD_DEMOTED, both assigned to tier 0. Conversely, the system maintains a structured wallet promotion audit trail for higher tiers, identifying 49 wallets in the T1 cohort and 31 platinum trend wallets. Tier 2 swing-copyable wallets number 27, while tier 3 holds 259 momentum-copyable wallets and 54 probationary asymmetry wallets. These classifications determine the flow of real-time events published to the SHADOW alpha feed.

System Architecture and Safety Parameters

The tracking infrastructure relies on the database /root/CopyTrader/smart_syndicate.db to reconcile trading signals. The execution agent located at /root/CopyTrader/execution_agent.py enforces copy trading risk controls to manage leverage and exposure. The configuration mandates a maximum leverage limit of 10 and restricts the maximum intraday drawdown to 15%. Total notional exposure is capped at 10.0% of equity, and the base margin requirement is set at 5%. Position limits are restricted to 17 concurrent entries, with a limit of 1 position per trading symbol. The system currently recognizes 642 trade cohorts, which are evaluated against historical performance logs on the Hyperliquid decentralized exchange.

Observational Limits and Pending Approvals

Historical transaction data remains anchored by a repair watermark at ID 787 dated 2026-05-04 19:48:56 UTC. While the SHADOW interface aggregates public performance metrics, live entry execution is subject to administrative oversight. System settings indicate the execution lock is set to 0, representing an operator unlock status. A recent equity snapshot at 2026-07-27 07:00:02 UTC recorded active equity of 1.432606 USD with zero margin currently utilized. General protocol definitions align with the Hyperliquid documentation and follow structured metadata formats described in the Schema.org BlogPosting specification. Readers can trace related updates on ARENA and access broader market contexts via Atlas notes.