abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Assess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries, feedback, value conflict, and absence of a stable stopping rule.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assess-problem-wickedness --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/assess-problem-wickednessContext preview
The summary Claude sees to decide when to auto-load this skill.
Assess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries, feedback, value conflict, and absence of a stable stopping rule.
name: assess-problem-wickedness description: "Assess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries, feedback, value conflict, and absence of a stable stopping rule."
Assess whether a problem is tame, complex, or wicked using disagreement, moving boundaries, feedback, value conflict, and stopping-rule evidence.
required: [problem_statement, stakeholder_views] optional: [boundary_history, feedback_observations, candidate_stopping_rule] constraints: [classification must cite observed disagreement or stability indicators]
1. Compare stakeholder definitions and desired outcomes. 2. Check boundary movement, feedback loops, and value conflicts. 3. Assess whether a stable stopping rule and agreed solution test exist. 4. Assign tame, complex, or wicked with evidence and uncertainty.
produces: [wickedness_assessment, evidence_basis, workflow_implications] delta_fields: [findings, uncertainties, decisions, open_questions]
Do not label a problem wicked solely because it is difficult or interdisciplinary.
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
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
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Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.