grading-qa
CommunityPhase 8 QA: verify grading integrity.
Education & Research#consistency#qa#quality-assurance#grading#data-validation#spot-checks#score-distribution
AuthorAKCqhzdy
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Phase 8 grading QA provides a structured, repeatable process to validate the accuracy and completeness of grading outputs, reducing risk of inconsistent scoring or missing files.
Core Features & Use Cases
- Score distribution review: assess mean, median, stddev, and identify anomalies so instructors can trust reported results.
- Spot-checks: automatically re-validate 2–3 random students via a sub-agent to confirm per-question marks align with rubrics.
- Output completeness: verify that required files (final_scores.json, qa_summary.md) exist and are up-to-date, and that datasets across output/, rubric/, and extracted/ are coherent.
- QA summary generation: produce a concise QA summary documenting findings and any remediation steps.
Quick Start
Run the grading-qa process on the current grading batch to generate the qa_summary.md.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: grading-qa Download link: https://github.com/AKCqhzdy/dse-subject-grading/archive/main.zip#grading-qa Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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