yogsoth-ai/de-anthropocentric-research-engine

construct-validity-envelope

Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid.

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 construct-validity-envelope

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.

construct-validity-envelope

Purpose

Synthesize multi-axis breakpoints into a multidimensional statement of where a claim or method remains valid.

Input contract

yaml
required: [claim_or_method, axis_results, validity_criteria]
optional: [boundary_interactions, uncertainty_model, extrapolation_policy]
constraints: [each boundary is tied to an axis result and evidence]

Procedure

  1. Align axis scales, directions, and validity labels.
  2. Combine breakpoint regions and inspect interaction effects.
  3. Mark supported, uncertain, and invalid regions.
  4. Emit the envelope with extrapolation warnings and monitoring observables.

Output contract

yaml
produces: [validity_envelope, boundary_conditions, uncertain_regions, monitoring_observables]
delta_fields: [findings, uncertainties, open_questions]

Quality gates

  • No envelope boundary lacks an axis-level witness.
  • Interactions are reported when independent-axis combination is unjustified.
  • Extrapolated regions are labeled as such.

Parameterization

Caller supplies axis schema, breakpoint format, validity criteria, interaction policy, and uncertainty representation.

Failure and counterexamples

Reject envelopes inferred from one axis, unsupported extrapolation, or boundaries without observables.

Provenance map

  • concept: deep-insight/validity-envelope-construction
  • concept: stress-test/validity-envelope-construction

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