abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Audit a research question for scope and FINER-style quality; return targeted repairs.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assess-question-quality --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/assess-question-qualityContext preview
The summary Claude sees to decide when to auto-load this skill.
Audit a research question for scope and FINER-style quality; return targeted repairs.
name: assess-question-quality description: "Audit a research question for scope and FINER-style quality; return targeted repairs."
Assess whether a research question is clear, focused, answerable, relevant, and appropriately scoped.
required: [research_question, intended_use] optional: [constraints, evidence_context, stakeholder_needs] constraints: [each quality judgment requires a criterion and textual evidence]
1. Evaluate clarity, focus, answerability, relevance, and scope fit. 2. Identify ambiguity, hidden assumptions, and unbounded terms. 3. Propose the smallest wording changes that resolve material defects. 4. Return a scored or categorical assessment with unresolved issues.
produces: [quality_assessment, criterion_evidence, revision_candidates, unresolved_issues] delta_fields: [findings, decisions, uncertainties, open_questions]
Do not reward complexity as rigor or call a question answerable when its outcome cannot be observed.
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.
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system…
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth,…
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.