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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 capability: generate hypotheses

Browse skills that share this capability.

  • debug-agent - Runtime Log Debugging Agent
    debuggingruntime logsevidence-basedhypothesis testing

    ★ 0 · Updated 2026-06-30

    Systematic debugging using runtime logs to test hypotheses and verify root causes with evidence

    ⚙ generate hypotheses⚙ instrument code with logs⚙ guide reproduction steps
  • unleash-the-agents - Multi-agent hypothesis generation system
    swarmparallelhypothesis-generationmulti-agent

    ★ 36 · Updated 2026-06-15

    Launch parallel agents to generate ranked hypotheses with convergence analysis

    ⚙ launch agents in parallel⚙ generate hypotheses⚙ rank by convergence
  • self-improve - Autonomous evolutionary code improvement engine
    code improvementevolutionarytournament selectionautonomous

    ★ 158 · Updated 2026-05-28

    Autonomous loop controller for evolutionary code improvement with tournament selection

    ⚙ analyze codebase⚙ generate hypotheses⚙ create plans
  • clarify - Clarify User Intent Before Taking Action
    intent clarificationambiguity detectionhypothesis-drivenquestion generation

    ★ 377 · Updated 2026-05-28

    Detects underspecification and ambiguity through hypothesis-driven questioning before committing to work

    ⚙ classify fault types⚙ identify ambiguity direction⚙ generate hypotheses
  • metabolomics - Metabolomics Data Analysis
    metabolomicspathway analysisbiochemistryflux analysis

    ★ 54 · Updated 2026-03-22

    Apply metabolomics analysis strategies to interpret metabolic pathways and biochemical mechanisms

    ⚙ identify metabolites⚙ analyze pathways⚙ calculate flux