yogsoth-ai/de-anthropocentric-research-engine

evaluate-necessity-sufficiency

Test whether a proposed cause/mechanism is necessary and/or sufficient under controlled counterfactual or intervention comparisons.

Vedi sorgente

Come usare

  1. Copia il comando e controlla il pacchetto prima di installarlo nel tuo ambiente agente.
  2. Controlla strumenti, credenziali e ambienti richiesti nel documento originale.
  3. Descrivi input e risultato desiderato; confronta l’output con le fonti.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill evaluate-necessity-sufficiency

Prima di iniziare

  • L’installazione non include abbonamenti, quote API o accesso ai file.
  • Stelle e installazioni indicano attività, non un test indipendente di qualità o sicurezza.
Documento Skill originale

Contenuto dal repository con titoli, esempi, codice, tabelle, link e immagini preservati.

evaluate-necessity-sufficiency

Purpose

Test whether a proposed cause or mechanism is necessary and/or sufficient under controlled counterfactual or intervention comparisons.

Input contract

yaml
required: [cause_or_mechanism, outcome, comparison_conditions]
optional: [counterfactual_worlds, intervention_data]
constraints: [necessary and sufficient tests must be reported separately]

Procedure

  1. Define removal/absence and presence/intervention contrasts.
  2. Compare outcomes under held-fixed conditions.
  3. Report necessity, sufficiency, confounds, and uncertainty.

Output contract

yaml
produces: [necessity_result, sufficiency_result, comparison_table, confounds]
delta_fields: [findings, evidence_updates, uncertainties, decisions]

Quality gates

  • A necessity claim needs an absence/removal comparison; sufficiency needs a presence/intervention comparison.

Failure and counterexamples

Do not infer necessity from correlation or sufficiency from one positive case.

Provenance map

  • resolved: causal-necessity-testing

Correlati per attività

dallo stesso repository

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