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.