reasoning-abductive

What problem does it solve?

Generate and evaluate explanatory hypotheses from incomplete observations. Use when diagnosing anomalies, explaining unexpected outcomes, or inferring causes from effects. Produces ranked hypotheses with evidence and confidence scores.

Core Features & Use Cases

• Hypotheses generation: Produce multiple candidates across technical, product, market, and operational categories.
• Evidence-based ranking: Score hypotheses on explanatory power, simplicity, coherence, testability, and prior probability.
• Decision-ready output: Provides ranked hypotheses, evidence, confidence, next steps, and remaining uncertainties.

Quick Start

Provide an observation and a set of possible causes; the Skill will output a prioritized set of explanations with evidence scores and recommended next actions.