assessment-architect

Automate university assessment construction from blueprint to key with a multi-agent pipeline.

17|3|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/YujxZJCN/teaching-skills --skill assessment-architect-yujxzjcn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: assessment-architect
Source: https://github.com/YujxZJCN/teaching-skills/tree/main/assessment-architect
Command: npx skills add https://github.com/YujxZJCN/teaching-skills --skill assessment-architect-yujxzjcn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Builds and coordinates the full lifecycle of university assessments—from blueprint design to item creation, integrity auditing, and post-exam analysis—by orchestrating a 7-agent team. This approach reduces misalignment between outcomes, Bloom levels, rubrics, and assessment logistics, while making provenance and iteration traceable across instruments.

Core Features & Use Cases

  • End-to-end instrument design: blueprinting, item writing, key generation, and post-exam analytics, all aligned to course outcomes.
  • Agent-driven workflow: blueprint_agent, item_writer_agent, answer_key_agent, rubric_designer_agent, project_designer_agent, integrity_auditor_agent, and item_analyst_agent coordinate to produce consistent instruments.
  • AI-era integrity focus: built-in integrity audits and a traceable workflow that surfaces risk assessments and redesign options.
  • Passport-ready outputs: artifacts such as blueprint, items, key, rubric, and audit reports are produced for downstream use and revision history.

Quick Start

Provide a course outcome set, confirm a blueprint, and trigger item writing and key generation using the 7-agent workflow.

Frequently Asked Questions about assessment-architect

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

FAQPage Schema
What is university assessment blueprint design and how does it work?

University assessment blueprint design aligns exam items, rubrics, and keys with course outcomes and Bloom levels. A multi-agent pipeline orchestrates this end-to-end process, ensuring consistent instrument construction from blueprint to post-exam analysis.

How do I automate rubric design and item writing for higher education courses?

Automate rubric design and item writing by triggering a coordinated agent workflow with your course outcome set. The system generates deterministic items, answer keys, and scoring rubrics aligned to your specified higher education assessment logistics.

Can I use this to perform an AI-era integrity audit on my exam items?

Yes, you can perform an AI-era integrity audit on exam items. The built-in integrity auditor agent evaluates your assessment instruments, surfaces risk assessments, and provides redesign options to maintain exam security.

Does this assessment generation approach support post-exam analysis and iteration history?

This assessment generation approach supports post-exam analysis and iteration history. The item analyst agent processes exam results while the pipeline preserves provenance, ensuring all blueprint and rubric revisions remain traceable.

What is the best way to build project briefs and quiz banks across multiple courses?

The best way to build project briefs and quiz banks across multiple courses is using an end-to-end instrument design pipeline. It coordinates project design and item writing agents to produce consistent, passport-ready artifacts aligned to outcomes.

When should I not use an automated agent workflow for assessment construction?

You should not use an automated agent workflow for assessment construction when you lack defined course outcomes. The pipeline requires a confirmed outcome set to accurately drive blueprint alignment, item generation, and rubric design.