How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill select-from-frontierBefore you start
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select-from-frontier
Purpose
Select a preferred point or portfolio from a Pareto frontier and state the sacrificed alternatives and tradeoffs.
Input contract
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
- Confirm that each selectable point is feasible and that frontier membership is current.
- Apply the declared preference policy or tie-breaker to frontier points, preserving objective values.
- Record the selected point, nearest alternatives, sacrificed objectives, and sensitivity to preference changes.
- Emit the selection rationale and a re-open trigger if the preference or evidence changes.
Output contract
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



