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OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

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Skills with input: Ground-truth item catalog

Browse skills that use this input.

  • echoes-loop-diagnosing-risks - Diagnose Feedback Risks in LLM Recommenders
    recommender systemslarge language modelsfeedback loopsbias amplification

    ★ 14 · Updated 2026-10-16

    Diagnose, simulate, and mitigate bias amplification, hallucination propagation, and exposure polarization in LLM-powered recommender feedback loops.

    ⚙ Map LLM pipeline roles⚙ Identify role-specific risks⚙ Measure content-level risks