Analyze Answers

Evaluate student answers against questions with scores and reasoning.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/tolgaio/neo --skill analyze-answers
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Analyze Answers
Source: https://github.com/tolgaio/neo/tree/main/skills/fabric/analyze/answers
Command: npx skills add https://github.com/tolgaio/neo --skill analyze-answers

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates evaluating student answers against questions, providing accuracy checks, scores, and explanations tailored to the learner.

Core Features & Use Cases

  • Automated correctness assessment for each answer
  • Score generation with student-level adaptation
  • Explanatory reasoning to support feedback

Quick Start

Paste the set of questions and answers to be evaluated, and run the skill to obtain scores and feedback.

Frequently Asked Questions about Analyze Answers

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

FAQPage Schema
How do I automatically grade student answers to assessment questions?

Automated answer assessment evaluates student responses against questions to determine correctness, generating scores from 0–10 with reasoning. The Skill extracts subjects, objectives, and questions, generates reference solutions, compares student answers, and produces structured feedback adapted to learner level.

Can I use answer assessment across different subjects and question types?

Yes, answer assessment adapts to diverse subjects and assessment formats. It applies stepwise evaluation regardless of subject matter, tailoring feedback to the learner's level and generating consistent scoring across different question types.

What output does automated answer assessment provide for each response?

Assessment generates a score (0–10 with emoji), reasoning for the score, and structured feedback suitable for RAG systems. Each response receives explanatory reasoning that supports learning and enables downstream analysis or storage.

How does answer assessment handle different learner levels?

Feedback adapts to learner level during evaluation, adjusting explanation depth and complexity. The Skill tailors reasoning and guidance to match student capability, supporting differentiated instruction while maintaining consistent scoring criteria.

What's the best way to prepare questions and answers for evaluation?

Paste the set of questions and corresponding student answers into the Skill as input. The system extracts subject and objectives, generates reference solutions, and compares responses in a stepwise process to produce scores and detailed feedback.

Can I export assessment results for integration with other systems?

Assessment output is structured for RAG system integration and storage. Scored responses with reasoning are formatted for downstream analysis, making results compatible with educational platforms and learning analytics tools.