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Skill

/audit-structure-consistency

Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.

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de-anthropocentric-research-engine
499200 skills
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-structure-consistency --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/audit-structure-consistency

Context 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.

SKILL.md

audit-structure-consistency.SKILL.md
name: audit-structure-consistency
description: "Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model."

audit-structure-consistency

Purpose

Audit whether a concept, argument, or graph preserves its declared structural relations and constraints.

Input contract

required: [structure, relation_schema, consistency_rules]
optional: [source_structure, version_history, exception_rules]
constraints: [each inconsistency identifies nodes, relation, and violated rule]

Procedure

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.

Output contract

produces: [consistency_report, violated_rules, valid_exceptions, repair_questions]
delta_fields: [findings, uncertainties, open_questions]

Quality gates

  • Rules and exception policy are declared before checking.
  • Structural validity is separated from semantic truth.

Failure and counterexamples

Do not repair a graph silently or call a semantically weak structure consistent merely because it parses.

Provenance map

  • `resolved: audit-structure-consistency`
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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