使用方法
- 复制安装命令，在自己的智能体环境安装前先检查源码包。
- 从原始文档核对所需工具、凭据和支持的宿主。
- 说明输入材料与期望交付物，并对照来源检查输出。
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill select-from-frontier开始前需了解
- 安装不包含模型订阅、API 额度或访问文件的权限。
- 仓库星数和安装量反映活跃情况，不等于独立质量或安全测试。
仓库原始内容
按源仓库内容呈现，保留标题、案例、代码、表格、链接以及原文引用的演示图片。
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
- 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
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
