* Wait for task to complete and return final result

* Award reputation to a user with transaction tracking.

* Calculate engagement score for a user with an NPC. * * The score combines social interactions and trading activity, * weighted by focus wei

Enhanced archetype-aware reward with regime adjustment and counterfactual. This is the full-featured reward function that accounts for:

* Type guard to check if value is an array of a specific type

* Try to reserve a slot for a breaking article. * Reserves a short-lived in-process slot to prevent race conditions. * After persisting the arti

Create a realistic trading step for testing.

* Close the connection and cleanup. * Does not clear subscriptions - call destroy() for full cleanup.

* Generate a complete benchmark snapshot

* Get trading probability multiplier based on momentum and NPC type * * @param momentum - Market momentum signal * @param behaviorType - NPC

* Save task (override to track in our map)

* Replicate the validation logic for testing (pure function, no HTTP). * This matches the algorithm in the route handler exactly.

* Calculate engagement score for potential group invites (exposed for testing)

Detect market regime from price history data. This is the main entry point for regime detection. It analyzes price movements across mult

* Generate endpoint configuration for load testing

Create a learning rate scheduler. Args: optimizer: The optimizer to schedule scheduler_type: Type of scheduler (constant, li

* Load a specific scenario by ID

Strips hashtags/emojis, normalizes whitespace, replaces real names with parody names.

* Record an action that was executed.

Record an attempt on a scenario

* Select which orgs should publish articles this stage * * @param availableOrgs - All news organizations * @param questionId - Question ID

* Validate a parody headline before inserting into parodyHeadlines. * Has source text (originalTitle) → runs grounding check.

Validate complete response format. Performs all validation checks and returns comprehensive result.

Clamp score to [-1, 1].

* Check if an NPC is allowed to trade based on cooldown and daily limits. * * @param npcId - The NPC's actor ID * @param config - Rate limit

* Create a test user in the database

* Get user balance

* Get portfolio metrics for an NPC pool

* Get user's current virtual balance

* Check if blockchain is available

Create a minimal valid seed for testing.

* Run a complete game simulation

* Helper to check all metrics are valid numbers (not null, undefined, NaN, Infinity)

* Build a valid Telegram initData string with a correct HMAC-SHA-256 hash. * Follows Telegram's validation algorithm exactly.

Compute reward focused on social intelligence outcomes. The reward is always from the acting agent's perspective. Returns (total_reward,