yogsoth-ai/de-anthropocentric-research-engine

select-from-frontier

Select a preferred frontier point/portfolio and state the sacrificed alternatives/tradeoffs.

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Como usar

  1. Copie o comando e verifique o pacote antes de instalar no seu ambiente de agente.
  2. Consulte no original as ferramentas, credenciais e ambientes necessários.
  3. Descreva os dados de entrada e a entrega esperada; confira a saída com as fontes.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill select-from-frontier

Antes de começar

  • A instalação não inclui assinatura de modelo, franquia API ou acesso aos seus arquivos.
  • Estrelas e instalações indicam atividade, não um teste independente de qualidade ou segurança.
Documento original do Skill

Renderizado do repositório de origem, preservando títulos, exemplos, código, tabelas, links e imagens.

select-from-frontier

Purpose

Select a preferred point or portfolio from a Pareto frontier and state the sacrificed alternatives and tradeoffs.

Input contract

yaml
required: [pareto_frontier, preference_policy, objective_schema, decision_context]
optional: [tie_breaker, stakeholder_weights, robustness_report]
constraints: [preference direction and acceptable sacrifice bounds are explicit]

Procedure

  1. Confirm that each selectable point is feasible and that frontier membership is current.
  2. Apply the declared preference policy or tie-breaker to frontier points, preserving objective values.
  3. Record the selected point, nearest alternatives, sacrificed objectives, and sensitivity to preference changes.
  4. Emit the selection rationale and a re-open trigger if the preference or evidence changes.

Output contract

yaml
produces: [selected_frontier_point, tradeoff_record, rejected_alternatives, reopen_trigger]
delta_fields: [findings, evidence_updates, uncertainties, decisions, recommended_jumps]

Quality gates

  • Selection includes the chosen point, its frontier position, at least one rejected alternative, and the sacrificed objective.
  • A tie is resolved only by a declared tie-breaker; otherwise return co-preferred points.

Failure and counterexamples

Do not select an interior point as if it were a frontier compromise. If preferences are missing, return the frontier and request a policy.

Provenance map

  • resolved: selection-from-frontier

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