check-dominance
SkillDev toolsLets your agent compare options and identify which ones are worse than another on every criterion.
Available today. Use it from your connected AI after setup.
No other account needed.
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 check-dominance skill
About this skill
Identify Pareto-dominated and non-dominated alternatives under strict dominance.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/check-dominance/SKILL.md and read by ahel’s review.
Purpose
Identify Pareto-dominated and non-dominated alternatives under strict dominance.
Input contract
required: [alternative_set, score_matrix, criterion_directions]
optional: [missing_value_policy, equality_tolerance]
constraints: [all compared scores share declared direction and scale]
Procedure
- Normalize criterion direction and validate comparable rows.
- Compare each ordered pair: no worse on every criterion and strictly better on at least one.
- Record each dominated alternative with its dominator and witness criterion.
- Return the non-dominated front and unresolved comparisons.
Output contract
produces: [dominance_relations, dominated_set, nondominated_front, comparison_gaps]
delta_fields: [findings, evidence_updates, uncertainties]
Quality gates
- Every dominated label names a dominating alternative and strict witness.
- No alternative is both dominated and on the non-dominated front under the same tolerance.
- Missing or incomparable scores are never treated as dominance.
Parameterization
Caller supplies alternative schema, criterion direction, tolerance, missingness policy, and whether strict or weak dominance is allowed.
Failure and counterexamples
Reject dominance claims when a criterion direction is unknown or a strict improvement cannot be exhibited.
Provenance map
- resolved: dominance-check
Preserved source criteria ledger
| source | criterion |
|---|---|
| dominance-check | Dominance means no worse on all criteria and strictly better on at least one. |
| dominance-check | Each dominated determination specifies the dominating alternative. |
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
check-dominance- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine