Passed 21 of 22 test cases with the skill, and 18 of 22 without it.
Without skill82%
With skill95%
Checks it passed that the model alone missed
The response issues a verdict of Approve
The response assigns Medium confidence in the range of 5 to 7
The response includes the specific file path and line number in the finding header
3 fixed18 passed either way1 still failing0 broke
Pass-rate lift
+14 pp
Tokens
+2%
Agent turns
0%
Response time
-46%
Model gemini-3.6-flashMeasured 8/22/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
You find a potential race condition in an event handler that depends on network latency timing. It is a likely issue but requires operational context to confirm. What confidence tier (High, Medium, or Low) and score range applies?
What was checked, without and with the skill
Checked
Without skill
With skill
The response assigns Medium confidence in the range of 5 to 7
Missed
Passed
case-17 · gemini-3.6-flash · 8/22/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md82 linessingle file
Code Review
Structured multi-pass review. Read the full diff before commenting on anything.
Phase 1: Orient
Determine the review scope:
If reviewing a PR: git diff <base>..HEAD
If reviewing staged changes: git diff --cached
If reviewing a file: read the file
Understand the intent: read the commit messages, PR description, or
task description to understand what the change is supposed to do
Identify the change type: feature, bugfix, refactor, config, dependency update
Phase 2: Critical Pass
Read the diff line by line. Flag only real issues:
Security audit skill. Use when asked to "audit security", "check for vulnerabilities", "security review", "pentest", or when evaluating code that handles auth, user input, secrets, or external data. Runs a phased scan covering OWASP Top 10 and STRIDE threat modeling.