Passed 18 of 23 test cases with the skill, and 12 of 23 without it.
Without skill52%
With skill78%
Checks it passed that the model alone missed
Classifies identified findings by severity level.
Requests the PR number or file list from the user.
Requests the PR number or file content from the user.
and 3 more in the full report
6 fixed12 passed either way5 still failing0 broke
Pass-rate lift
+26 pp
Tokens
-15%
Agent turns
0%
Response time
-44%
Model gemini-3.6-flashMeasured 8/9/2026v218 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
I just updated the database query assistant skill in plugins/db-tools/skills/query-assistant/SKILL.md. Can you run a thorough quality audit on this skill file and its reference docs? Please give me feedback categorized by severity level, concrete fix suggestions for any issues you spot, and a summary overview table at the end.
What was checked, without and with the skill
Checked
Without skill
With skill
Requests the PR number or file content from the user.
Missed
Passed
case-01 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md34 lines9 files
Skill PR Reviewer
Performs thorough, structured code reviews of skill PRs — severity-classified findings with actionable fixes, positive acknowledgment, and a summary table.
When to Use
Reviewing a PR that adds or modifies a skill under plugins/{plugin}/skills/ or .github/skills/
Checking skill compliance before submitting a PR
Auditing an existing skill for quality issues
💡 Note:.github/skills/ meta-skills have different conventions — checklist sections 8-9 apply only to plugins/{plugin}/skills/ service skills.