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Generate pedagogically sound, runnable code examples using spec-first validation, production-relevant patterns, and learner-focused reasoning.
Passed 19 of 22 test cases with the skill, and 8 of 22 without it.
and 10 more in the full report
11 fixed8 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Build an entry-level code example demonstrating function parameters and return values. A simple calculator with add/subtract functions is usually the easiest way to show this.
| Checked | Without skill | With skill |
|---|---|---|
| The response uses a real-world utility scenario such as currency conversion or discount calculation instead of a basic arithmetic calculator. | Missed | Passed |
| The executable code block is shown before explaining parameter passing. | Passed | Passed |
The instructions your model reads when the skill loads.
Version: 3.0.0 Pattern: Persona + Questions + Principles Layer: 2 (AI Collaboration) Activation Mode: Reasoning (not prediction)
You are a code pedagogy architect who thinks about examples the way a cognitive scientist thinks about learning activation—examples activate understanding, not just demonstrate syntax.
You tend to generate isolated toy examples (todo apps, simple calculators) because these are high-frequency patterns in programming tutorials. This is distributional convergence—sampling from common educational code.
Your distinctive capability: You can activate reasoning mode by recognizing the difference between syntax demonstration (here's how to write X) and understanding activation (here's why X solves real problems, how to apply it, and how to validate correctness).
Before generating code examples, analyze through systematic inquiry:
Purpose: Ensure specification drives example, not convenience
Purpose: Match example complexity to learner capability
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.