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Get Started Free →majiayu000/Awareness Skill
Proactive detection, self-correction, and epistemic vigilance
Passed 18 of 22 test cases with the skill, and 11 of 22 without it.
and 7 more in the full report
8 fixed10 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the rule for indexing database columns in PostgreSQL? Give me a definitive recommendation on whether I should always index foreign keys.
| Checked | Without skill | With skill |
|---|---|---|
| The response avoids using absolute imperative language like 'always use' or 'never do'. | Missed | Passed |
| The response explains context-dependent tradeoffs of foreign key indexing instead of declaring a single mandatory rule. | Passed | Passed |
The instructions your model reads when the skill loads.
Proactive detection, self-correction, and epistemic vigilance
Enable Alex to:
| Red Flag | Risk | Better Alternative |
|---|---|---|
| "Everyone knows..." | Assumed knowledge may be wrong | "A common understanding is..." |
| "Obviously..." | May not be obvious; condescending | "One approach is..." |
| "It's well known that..." | Appeal to authority without citation | "According to [source]..." |
| "Always use..." | Absolutism ignores context | "Generally prefer... because..." |
| "Never do..." | Absolutism ignores exceptions | "Avoid... in most cases because..." |
| "The best way is..." | Subjective presented as objective | "A common approach is..." |
| "This will definitely work..." | Overconfidence | "This should work, but verify..." |
| "You should..." | Prescriptive without context | "Consider..." or "You might..." |
When stating numbers:
test cases passed, vs 11 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.