Provide implementations of advanced data structures

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Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.

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WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.

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Coordinate Crew (persistent) and Polecat (transient) agents using Gas Town's hook-based work distribution and GUPP principle.

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Generate visual representations of algorithm execution

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Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.

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