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OpenClaw Skills & Use Case Index

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inferential-discipline - Apply disciplined reasoning to strategic claims

Checks evidence, bias, hypotheses, numerical reasoning, causality, and uncertainty in strategic or quantitative claims.

Tags

Updated: 2026-10-03

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Tag evidence levels
  • Check named biases
  • Frame testable hypotheses
  • Inspect numerical distributions
  • Separate correlation and causation
  • Quantify uncertainty
  • Review reasoning failures
  • Adjudicate competing hypotheses

Inputs

  • Strategic claims
  • Quantitative data
  • Research findings
  • Candidate rankings
  • Pilot or A/B results

Outputs

  • Evidence-tagged conclusions
  • Bias assessments
  • Falsifiable hypotheses
  • Uncertainty estimates
  • Inferential check statements
  • Competing-hypothesis analyses

Requirements

    Source

    • Spec: SKILL.md
    inferential reasoning
    statistical reasoning
    causal inference
    bias detection
    uncertainty analysis
    hypothesis testing
    evidence evaluation
    Tag evidence levels
    Check named biases
    Frame testable hypotheses
    Inspect numerical distributions
    Strategic claims
    Quantitative data
    Research findings
    Evidence-tagged conclusions
    Bias assessments
    Falsifiable hypotheses