yogsoth-ai/de-anthropocentric-research-engine

plan-effect-size

Choose effect-size estimands and required conversions/calculation rules appropriate to the outcomes and design.

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 plan-effect-size

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.

plan-effect-size

Purpose

Choose effect-size estimands and conversion rules appropriate to outcomes and study design.

Input contract

yaml
required: [outcome_schema, study_designs, comparison_target]
optional: [reported_statistics, variance_rules, transformation_options]
constraints: [estimand, direction, and conversion assumptions must be explicit]

Procedure

  1. Match each outcome and design to a valid estimand.
  2. Define direction, scale, variance, and required conversions.
  3. Record unavailable statistics and assumptions for any conversion.
  4. Produce a harmonized effect-size plan with incompatibilities.

If the effect measure and transformation rules are fixed, consider design-data-extraction as the next tactic.

Output contract

yaml
produces: [estimand_plan, conversion_rules, variance_requirements, incompatibility_log]
delta_fields: [decisions, assumption_updates, uncertainties, open_questions]

Quality gates

  • Effects are comparable only under declared assumptions.
  • Conversions remain traceable to reported statistics.

Failure and counterexamples

Do not convert incompatible constructs into a common effect size merely to increase sample size.

Provenance map

  • resolved: effect-size-planning

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