select-next-pair

Installation
SKILL.md

select-next-pair

Purpose

Select the next comparison pair to maximize expected information gain while respecting unresolved uncertainty and coverage.

Input contract

required: [candidate_set, current_ratings, uncertainty_matrix, comparison_budget]
optional: [pair_history, exploration_policy, exclusion_constraints]
constraints: [candidate IDs are stable; expected information gain uses the declared model and available evidence]

Procedure

  1. Enumerate eligible unjudged pairs and compute their current uncertainty and decision relevance.
  2. Estimate expected information gain under the declared comparison model, including the value of resolving a tie or cycle.
  3. Exclude pairs blocked by scope or data constraints, then select the highest-value eligible pair.
  4. Return the selected pair, rationale, alternatives considered, and the budget impact.

Output contract

produces: [selected_pair, information_gain_estimate, candidate_pair_table, selection_rationale]
delta_fields: [findings, evidence_updates, uncertainties, decisions, recommended_jumps]
Installs
15
GitHub Stars
505
First Seen
Sep 24, 2026