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/assess-problem-wickedness

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.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assess-problem-wickedness --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/assess-problem-wickedness

Context 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.

SKILL.md

assess-problem-wickedness.SKILL.md
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-problem-wickedness

Purpose

Assess whether a problem is tame, complex, or wicked using disagreement, moving boundaries, feedback, value conflict, and stopping-rule evidence.

Input contract

required: [problem_statement, stakeholder_views]
optional: [boundary_history, feedback_observations, candidate_stopping_rule]
constraints: [classification must cite observed disagreement or stability indicators]

Procedure

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.

Output contract

produces: [wickedness_assessment, evidence_basis, workflow_implications]
delta_fields: [findings, uncertainties, decisions, open_questions]

Quality gates

  • Classification covers all five dimensions; disagreement is distinguished from missing information.

Failure and counterexamples

Do not label a problem wicked solely because it is difficult or interdisciplinary.

Provenance map

  • `deep-insight/wickedness-assessment`: resolved.
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Ships withde-anthropocentric-research-engine

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.

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Python
Language
Apache-2.0
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2h ago
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7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine