yogsoth-ai/de-anthropocentric-research-engine

design-discriminating-prediction

Construct a prediction that yields different outcomes under competing hypotheses.

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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 design-discriminating-prediction

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

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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