yogsoth-ai/de-anthropocentric-research-engine

detect-feedback-loop

Detect and characterize reinforcing/balancing feedback loops, participating variables, delays, and possible breakpoints.

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 detect-feedback-loop

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.

detect-feedback-loop

Purpose

Detect reinforcing or balancing feedback loops in a causal or process structure and state the evidence for each loop.

Input contract

yaml
required: [causal_graph, node_semantics, edge_polarity]
optional: [time_delays, observed_series, intervention_records]
constraints: [loop classification requires directed edges and polarity or transition evidence]

Procedure

  1. Normalize directed relations, polarity, and delays.
  2. Enumerate simple cycles and identify reinforcing or balancing sign patterns.
  3. Compare loops with observations or intervention evidence where available.
  4. Report loop boundaries, uncertain edges, and testable implications.

Output contract

yaml
produces: [feedback_loops, loop_classification, supporting_evidence, uncertain_edges, testable_implications]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]

Quality gates

  • Every loop lists its ordered edges and polarity basis.
  • Correlational cycles are not presented as causal loops without qualification.

Failure and counterexamples

Do not infer feedback from a static co-occurrence or omit time direction where it determines loop meaning.

Provenance map

  • resolved: detect-feedback-loop

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