skill-verifier-candidates-v1

Analyze skill_invocation records to generate verifier candidate rows.

92|6|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/JayFarei/opentraces --skill skill-verifier-candidates-v1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-verifier-candidates-v1
Source: https://github.com/JayFarei/opentraces/tree/main/src/opentraces/workflow_templates/skill-verifier-candidates-v1
Command: npx skills add https://github.com/JayFarei/opentraces --skill skill-verifier-candidates-v1

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill extracts and analyzes evidence from skill_invocation records to generate verifier candidate rows for the Skill Verifier Factory, aiding in the creation of verifiers.

Core Features & Use Cases

  • Evidence Analysis: Processes and evaluates evidence from skill_invocation records.
  • Candidate Generation: Generates candidate rows for verifiers based on evidence strength.
  • Use Case: When assessing the performance of skill archetypes, use this Skill to identify suitable candidates for verifiers, considering various factors like evidence strength and marker deficiencies.

Quick Start

Use the skill-verifier-candidates-v1 skill to mine and generate verifier candidate rows from the latest skill_invocation evidence.

Frequently Asked Questions about skill-verifier-candidates-v1

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

FAQPage Schema
How do I generate verifier candidates from skill_invocation records?

To generate verifier candidates from skill_invocation records, you analyze evidence strength and marker deficiencies within the data. This Skill processes the evidence to output candidate rows for building verifiers.

What is skill_invocation evidence analysis and when do I need it?

Skill_invocation evidence analysis evaluates execution records to identify suitable verifier candidates based on performance markers. You need this when assessing skill archetypes to build verifiers within the Skill Verifier Factory workflow.

What's the best way to evaluate marker deficiencies for archetype assessment?

The best way to evaluate marker deficiencies for archetype assessment is by mining skill_invocation records for evidence strength. This Skill identifies missing markers and generates candidate rows to guide verifier creation.

Do I need Trace Index and bucket access for skill verifier candidate generation?

Yes, you need Trace Index and bucket access for skill verifier candidate generation. This Skill requires access to these components to extract and process the skill_invocation records needed for evidence evaluation.

Why does skill evidence evaluation flag certain invocation records as deficient?

Skill evidence evaluation flags invocation records as deficient when they lack sufficient marker strength. This analysis identifies gaps in the evidence to ensure only the strongest invocation records become verifier candidates.