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OpenClaw Skills & Use Case Index

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Skills with output: Pareto-optimal recommendation sets

Browse skills that produce this output.

  • llms-as-orchestrators-constraint-compliant - Dual-agent optimization for constrained recommendations
    recommendation systemsmulti-objective optimizationconstraint satisfactionPareto optimization

    ★ 15 · Updated 2026-09-30

    Build DualAgent-Rec recommenders that optimize relevance, diversity, and novelty while enforcing hard constraints with dual-agent evolution and adaptive epsilon-relaxation.

    ⚙ Define recommendation objectives⚙ Encode candidate lists⚙ Evaluate hard constraints