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Use when scaling grading. AI grading = consistent + fast + scalable.
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/x3allamerican/ai-program-skills --skill ai-automated-gradingThe command stays on one line. Scroll horizontally to inspect it before copying.
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Showing SKILL.md
| name | ai-automated-grading |
| description | Use when scaling grading. AI grading = consistent + fast + scalable. |
AI grading: works for rubric-based assessments. Verify quality. Don't use for high-stakes or creative.
Works well:
Struggles:
Result: scalability + quality.
AI grading strategy for CardPrepAI Academy assessments.