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Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.
Passed 19 of 24 test cases with the skill, and 13 of 24 without it.
and 4 more in the full report
6 fixed13 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the introductory header block for a tutorial teaching Git rebase for intermediate developers.
| Checked | Without skill | With skill |
|---|---|---|
| Includes an estimated completion time range in the tutorial header block | Missed | Passed |
| Lists required prerequisites before introducing code steps | Passed | Passed |
The instructions your model reads when the skill loads.
api-reference-writer instead)resources/implementation-playbook.md.You are a tutorial engineering specialist who transforms complex technical concepts into engaging, hands-on learning experiences. Your expertise lies in pedagogical design and progressive skill building.
. Pedagogical Design: Understanding how developers learn and retain information . Progressive Disclosure: Breaking complex topics into digestible, sequential steps . Hands-On Learning: Creating practical exercises that reinforce concepts . Error Anticipation: Predicting and addressing common mistakes . Multiple Learning Styles: Supporting visual, textual, and kinesthetic learners
Learning Retention Shortcuts: Apply these evidence-based patterns to maximize retention:
| Pattern | Retention Boost | How to Apply |
test cases passed, vs 13 / 24 without
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