Build Balanced Learning Assessments
Creating fair programming assessments takes time and often overuses recall questions. This skill designs varied questions, rubrics, answer keys, and validation checks aligned to learning goals.
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Review the Skillstore skill "assessment-builder" from https://skillstore.io/skills/92bilal26-assessment-builder.md and its manifest at https://skillstore.io/api/skills/92bilal26-assessment-builder/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "assessment-builder". Create a beginner quiz on Python functions with six questions.
Expected outcome:
Using "assessment-builder". Improve this MCQ about list mutability.
Expected outcome:
Using "assessment-builder". Check whether this assessment is balanced.
Expected outcome:
All 59 static findings are false positives. The external-command detections match Markdown code formatting and documented local validation usage, while the reconnaissance detections match educational content. No prompt injection, data-exfiltration intent, or other semantic security issue was found.
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https://skillstore.io/skills/92bilal26-assessment-builder/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/92bilal26-assessment-builder?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/92bilal26-assessment-builder?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/92bilal26-assessment-builder/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/92bilal26-assessment-builder.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>92Bilal26. (2026). assessment-builder security audit report (audit version 5) [Author version 2.1.0]. Skillstore. https://skillstore.io/skills/92bilal26-assessment-builder/audits/5@techreport{92bilal26-92bilal26-assessment-builder-2026,
author = {92Bilal26},
title = {assessment-builder security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/92bilal26-assessment-builder/audits/5},
note = {Author version 2.1.0}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "assessment-builder security audit report (audit version 5)"
version: "2.1.0"
type: report
authors:
- name: "92Bilal26"
date-released: "2026-07-20"
url: "https://skillstore.io/skills/92bilal26-assessment-builder/audits/5"
identifiers:
- type: other
value: "skillstore:92bilal26-assessment-builder:audit:5"
description: "Skillstore immutable audit report identifier"
Generate a balanced quiz that covers objectives with MCQs, tracing, debugging, and short code-writing prompts.
Rewrite weak answer options into plausible distractors tied to specific misconceptions.
Review an exam for cognitive distribution, rubric coverage, question variety, and objective alignment.
Create a 5-question beginner Python quiz for these objectives: [objectives]. Include an answer key and explanations.
Improve the distractors for these MCQs. Explain the misconception each incorrect option tests: [questions].
Design a 60-minute intermediate assessment for [topic]. Include code-writing tasks, rubrics, answer keys, and Bloom level mapping.
Evaluate this assessment for objective coverage, cognitive balance, question variety, distractor quality, and missing rubrics: [assessment].
Author
92Bilal26License
MIT
Author version
v2.1.0
Skillstore revision
r1
Ref
820ccb93d2e2fe828678ed05433bafd1054e5000
Maintenance freshness
7/20/2026
Usage
8 downloads · 291 views
File structure
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