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/build-noncircularity-matrix

Cross-tabulate target theory claims/assumptions against validator assumptions and mark independent, shared, derived-from-target, or unknown dependencies.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill build-noncircularity-matrix --agent claude-code

SKILL.md

build-noncircularity-matrix.SKILL.md
name: build-noncircularity-matrix
description: "Cross-tabulate target theory claims/assumptions against validator assumptions and mark independent, shared, derived-from-target, or unknown dependencies."

build-noncircularity-matrix

Purpose

Cross-tabulate target claims/assumptions against validator assumptions and expose circularity.

Input contract

required: [target_claims, target_assumptions, validator_assumptions]
optional: [evidence_channels]
constraints: [each cell is independent/shared/derived-from-target/unknown]

Procedure

1. Enumerate both assumption sets. 2. Populate dependency cells with evidence. 3. Identify copied assumptions and independent failure channels.

If the matrix exposes shared premises or dependent validation paths, consider `detect-pass-by-construction` as the next tactic.

Output contract

produces: [noncircularity_matrix, dependency_summary, independent_channels]
delta_fields: [findings, evidence_updates, uncertainties, decisions]

Quality gates

  • Unknown dependencies remain unknown; they are not counted independent.
  • At least one non-circular channel is required for validation.

Failure and counterexamples

A validator that embeds the target claim cannot corroborate it by construction.

Provenance map

  • resolved: circular-validation-audit
@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

Momentum

stars in total
507
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

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Questions about build-noncircularity-matrix.

Which coding agents can use build-noncircularity-matrix?
build-noncircularity-matrix installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.