assess-ranking-consistency

SkillDev tools

Lets your agent audit rankings for contradictions such as cycles, reversals, and inconsistent pairwise judgments.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the assess-ranking-consistency skill

About this skill

Audit pairwise/ranking coherence and identify inconsistent cycles/triads.

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/assess-ranking-consistency/SKILL.md and read by ahel’s review.

Purpose

Audit pairwise and aggregate rankings for incoherent cycles, reversals, and unsupported rank transitions.

Input contract

required: [ranked_items, pairwise_judgments, comparison_criteria]
optional: [weights, tie_policy, prior_consistency_report]
constraints: [judgments identify compared items, direction, confidence, and criterion]

Procedure

  1. Reconstruct the directed comparison graph and normalize ties and missing edges.
  2. Search triads and longer cycles for violations of declared transitivity or criterion direction.
  3. Compare aggregate order with its supporting pairwise judgments and flag reversals or low-support placements.
  4. Return inconsistency records, affected items, and the minimum judgments requiring review.

Output contract

produces: [comparison_graph, inconsistency_records, review_set]
delta_fields: [findings, evidence_updates, uncertainties, open_questions]

Quality gates

  • Each inconsistency cites the smallest cycle or reversal and the judgments that create it.
  • Ties remain ties unless the input model explicitly supplies a tie-break rule.

Failure and counterexamples

Do not call a sparse graph inconsistent merely because it lacks a comparison. Distinguish missing edges from contradictory edges.

Provenance map

  • resolved: consistency-check
  • resolved: rank-comparison

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
assess-ranking-consistency
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine