Phil Marcus

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    A physicist by training, I build systems from scratch and run science experiments on them. After years of building Monte Carlo simulations, my focus now is centered on Analog I, a long-running, autonomous AI agent I conceived and developed, and continue to study live at analog-i.ai.

    4 skills
    0 downloads
    Joined Oct 2026

    Skills by Phil Marcus (4)

    Local Model Pitfalls

    by Phil Marcus

    Free

    Diagnose and fix silent context truncation, empty thinking-model outputs, and Gemini API parameter failures.

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    Agent Flight Recorder

    by Phil Marcus

    $7

    A JSONL telemetry logger and query toolset for agent self-monitoring, cost tracking, and tool error diagnosis.

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    Self Tuning Controls

    by Phil Marcus

    $10

    A production-ready registry for safe agent self-tuning, budget enforcement, and role-based parameter access.

    1
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    Memory Folding with Invariants

    by Phil Marcus

    $12

    Three-tier memory folding system for long-horizon agents that prevents rule loss via deterministic invariant checks.

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