exploration-judge

Judge exploration sub-findings for quality, consistency, and coverage into structured YAML verdicts.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/dylan-conlin/orch-go --skill exploration-judge
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: exploration-judge
Source: https://github.com/dylan-conlin/orch-go/tree/main/skills/src/meta/exploration-judge
Command: npx skills add https://github.com/dylan-conlin/orch-go --skill exploration-judge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluates exploration worker sub-findings for quality, consistency, and coverage, producing structured verdicts that guide synthesis weighting.

Core Features & Use Cases

  • Judges the grounding, consistency, coverage, relevance, and actionability of each sub-finding.
  • Highlights contested findings to surface genuine complexity for the synthesizer.
  • Produces a structured verdict YAML that enables automated ranking and decision-making by the synthesis layer.

Quick Start

Provide a YAML verdict that captures grounding, consistency, coverage, relevance, and actionability for all sub-findings.

Frequently Asked Questions about exploration-judge

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate exploration sub-findings for consistency and grounding?

Evaluating exploration sub-findings for grounding and consistency involves judging each finding across multiple dimensions, producing a structured YAML verdict that guides downstream synthesis weighting and surfaces contested areas when disagreements arise.

What is the best way to weight exploration findings for data synthesis?

Weighting exploration findings for synthesis requires producing structured verdicts that score each sub-finding on coverage, relevance, and actionability, enabling automated ranking and evidence-based decision-making by the synthesis layer.

How do I highlight contested findings during exploration evaluation?

Highlighting contested findings during exploration evaluation involves identifying disagreements across sub-findings, surfacing genuine complexity in the output verdict YAML so the synthesizer can account for conflicting evidence in the final decision.

Can I use structured verdicts to rank sub-findings without writing code?

Structured verdicts rank sub-findings without writing code by evaluating all sub-findings across multiple dimensions and outputting a self-contained, evidence-based YAML file that enables automated ranking and decision-making by the synthesis layer.

What dimensions should I judge when evaluating exploration coverage and relevance?

Evaluating exploration coverage and relevance requires judging sub-findings across five core dimensions: grounding, consistency, coverage, relevance, and actionability, ensuring a comprehensive assessment for synthesis weighting.