qaqc-rubric

Validate assessment outputs against a QA/QC rubric for gaps and discrepancies.

Updated Mar 9, 2026
One-click install
npx skills add https://github.com/Yazo1968/market --skill qaqc-rubric
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: qaqc-rubric
Source: https://github.com/Yazo1968/market/tree/main/plugins/startup-assessment/skills/qaqc-rubric
Command: npx skills add https://github.com/Yazo1968/market --skill qaqc-rubric

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the quality assurance and control process for pre-assessment and domain-level outputs, ensuring accuracy, consistency, and adherence to defined standards.

Core Features & Use Cases

  • Automated Rubric Checks: Applies a comprehensive set of checks against assessment outputs to identify gaps, discrepancies, and inconsistencies.
  • Mode-Specific Validation: Supports distinct QA/QC procedures for holistic (pre-assessment) and domain-level assessments.
  • Use Case: When a QA/QC agent needs to validate the outputs of a startup assessment, they can use this Skill to automatically run through a predefined rubric, flagging any issues for review before final report generation.

Quick Start

Run the qaqc-rubric skill to perform a holistic QA/QC check on the latest assessment outputs.

Frequently Asked Questions about qaqc-rubric

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

FAQPage Schema
How do I automate quality assurance checks for assessment outputs?

Automated rubric checks validate assessment outputs by detecting gaps, discrepancies, and conflicting information. It ensures fix instruction format adherence and escalation criteria compliance, systematically flagging issues for review before final report generation.

What is the difference between holistic and domain-level validation modes?

Holistic validation targets pre-assessment outputs, whereas domain-level validation focuses on specific domain assessments. Both modes ensure systematic check categories and escalation procedures are followed.

How do I identify conflicting information and gaps in startup assessment reports?

Identify conflicting information and gaps by running automated rubric checks against assessment outputs. The process detects discrepancies and ensures fix instruction format adherence, flagging non-compliance for review before finalizing the report.

Does this quality assurance rubric support compliance checking for escalation criteria?

Yes, this quality assurance rubric supports compliance checking for escalation criteria. It validates that systematic check categories and escalation procedures are followed, ensuring outputs meet defined standards before final approval.

When do I need to run a QA/QC rubric check on assessment outputs?

Run a QA/QC rubric check when a QA/QC agent needs to validate results before final report generation. It ensures accuracy, consistency, and adherence to defined standards across holistic or domain-level assessments.