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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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 select-from-frontier

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.

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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