yogsoth-ai/de-anthropocentric-research-engine

design-discriminating-prediction

Construct a prediction that yields different outcomes under competing hypotheses.

Voir la source

Mode d’emploi

  1. Copiez la commande et examinez le paquet avant de l’installer dans votre environnement agent.
  2. Consultez le document original pour les outils, identifiants et environnements requis.
  3. Décrivez les entrées et le livrable souhaité ; comparez la sortie aux sources.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill design-discriminating-prediction

Avant de commencer

  • L’installation n’inclut ni abonnement au modèle, ni quota API, ni accès aux fichiers.
  • Étoiles et installations reflètent l’activité, pas un test indépendant de qualité ou de sécurité.
Document Skill original

Rendu depuis le dépôt source en conservant titres, exemples, code, tableaux, liens et images.

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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