yogsoth-ai/de-anthropocentric-research-engine

design-discriminating-prediction

Construct a prediction that yields different outcomes under competing hypotheses.

Ver código fuente

Cómo usar

  1. Copia el comando y revisa el paquete antes de instalarlo en tu entorno de agente.
  2. Consulta las herramientas, credenciales y entornos necesarios en el documento original.
  3. Describe las entradas y el resultado deseado; contrasta la salida con las fuentes.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill design-discriminating-prediction

Antes de empezar

  • La instalación no incluye suscripción al modelo, cuota API ni permisos sobre tus archivos.
  • Las estrellas e instalaciones reflejan actividad, no una prueba independiente de calidad o seguridad.
Documento original del Skill

Contenido del repositorio de origen con títulos, ejemplos, código, tablas, enlaces e imágenes preservados.

design-discriminating-prediction

Purpose

Design an observation or test whose outcomes distinguish among competing hypotheses.

Input contract

yaml
required: [hypotheses, current_evidence, target_comparison]
optional: [constraints, measurable_variables, candidate_interventions]
constraints: [predictions must differ on an observable outcome]

Procedure

  1. Identify the unresolved contrast between hypotheses.
  2. Derive each hypothesis's prediction under candidate conditions.
  3. Select the condition maximizing interpretable separation within constraints.
  4. Specify outcome, measurement, and interpretation for each possible result.

Output contract

yaml
produces: [discriminating_test, prediction_table, measurement_plan, interpretation_rules]
delta_fields: [hypothesis_updates, decisions, uncertainties, recommended_jumps]

Quality gates

  • Predictions differ before the test is selected.
  • Confounds and ambiguous outcomes are recorded.

Failure and counterexamples

Do not call a test discriminating when all hypotheses predict the same result or when the measurement cannot separate them.

Provenance map

  • resolved: design-discriminating-prediction
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