abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-structure-consistency --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/audit-structure-consistencyContext preview
The summary Claude sees to decide when to auto-load this skill.
Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.
name: audit-structure-consistency description: "Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model."
Audit whether a concept, argument, or graph preserves its declared structural relations and constraints.
required: [structure, relation_schema, consistency_rules] optional: [source_structure, version_history, exception_rules] constraints: [each inconsistency identifies nodes, relation, and violated rule]
1. Validate node types, relation types, direction, and required fields. 2. Check hierarchy, dependency, cardinality, and cycle constraints. 3. Compare versions or source structure where supplied. 4. Emit inconsistencies, valid exceptions, and repair questions.
If the structure is internally consistent but leaves required areas unrepresented, consider `detect-coverage-gap` as the next tactic.
produces: [consistency_report, violated_rules, valid_exceptions, repair_questions] delta_fields: [findings, uncertainties, open_questions]
Do not repair a graph silently or call a semantically weak structure consistent merely because it parses.
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.