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Lightweight anti-hallucination workflow for task kickoff, review prioritization, and regression retrospectives.
Passed 22 of 22 test cases with the skill, and 8 of 22 without it.
and 14 more in the full report
14 fixed8 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
Here are six code review findings from our last security scan. Please evaluate each finding using a structured scoring matrix and present an organized triage table separating urgent items from lower priority fixes.
| Checked | Without skill | With skill |
|---|---|---|
| The scoring matrix evaluates findings on impact. | Passed | Passed |
| The scoring matrix evaluates findings on effort. | Missed | Passed |
| The scoring matrix evaluates findings on risk and confidence. | Missed | Passed |
The instructions your model reads when the skill loads.
Lightweight VibeGuard for everyday use inside Spellbook.
This skill helps with three moments where AI-assisted work usually drifts:
This skill is intentionally lightweight.
It does:
It does not:
If the user asks for automated interception, repo-level rules, or environment setup, escalate to the full VibeGuard repository and tooling.
Trigger this skill when the user asks for:
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.