build-noncircularity-matrix

SkillDev tools

Lets your agent build a claude skill-style matrix that checks whether a theory's validation is circular.

Use build-noncircularity-matrix in Claude, ChatGPT or Ahel Desktop

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Then ask your AI: use the build-noncircularity-matrix skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

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build-noncircularity-matrixStart free
About this skill

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

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/build-noncircularity-matrix/SKILL.md and read by Ahel’s review.

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

Signals

GitHub stars
503
Forks
42
Last commit
Sep 2026
Advanced
Item type
skill
Key
build-noncircularity-matrix
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine