abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Quantify portfolio diversity/coverage across declared feature, mechanism, domain, or failure-mode dimensions and expose concentration/niche collapse.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill measure-portfolio-diversity --agent claude-codeHow it fires
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/measure-portfolio-diversityContext preview
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Quantify portfolio diversity/coverage across declared feature, mechanism, domain, or failure-mode dimensions and expose concentration/niche collapse.
name: measure-portfolio-diversity description: "Quantify portfolio diversity/coverage across declared feature, mechanism, domain, or failure-mode dimensions and expose concentration/niche collapse."
Quantify portfolio diversity and coverage across declared feature, mechanism, domain, or failure-mode dimensions.
required: [portfolio, diversity_dimensions, feature_assignments] optional: [niche_universe, strength_threshold, concentration_measure] constraints: [niche definitions and distance/overlap rules are explicit]
1. Define niches and assign each portfolio member to them. 2. Compute coverage, concentration, and duplication using the supplied measure. 3. Identify empty niches and collapse risks. 4. Return diversity results with sensitivity to assignment uncertainty.
produces: [diversity_metrics, niche_coverage, concentration_risks, empty_niches] delta_fields: [findings, uncertainties, decisions]
Caller supplies portfolio schema, niche universe, assignment rules, strength threshold, and concentration metric.
Reject diversity scores without niche definitions or portfolios assessed on incompatible dimensions.
| source | criterion | |---|---| | convergence/diversity-maximization | Coverage threshold may be caller-supplied; preserve declared threshold verbatim. |
The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.
Repo: yogsoth-ai/de-anthropocentric-research-engine
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