hypothesis-validator

What problem does it solve?

Hypothesis Validator helps incident responders systematically prune unreliable explanations by enforcing a four-layer causal validation: boundary, temporal, magnitude, and scope, plus counterfactual checks, to ensure root cause reasoning stays grounded in data.

Core Features & Use Cases

• Boundary and four-layer validation guide stakeholders to sift hypotheses without overfitting to noisy signals.
• Temporal, Magnitude, Scope, and Counterfactual validations provide structured scoring and evidence-driven expansion.
• When evidence is insufficient, validator suggests which world contexts (deploy, scaling, job, config, etc.) to query next.

Quick Start

将证据包和假设输入到 Validator，按时间、量级、范围进行评估，并输出综合分数与扩展建议。