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Get Started Free →agentera/Smart Code Review
Review a PR diff: triage its severity, then produce a depth-appropriate review with structured findings, fix suggestions, and a merge decision.
Passed 21 of 22 test cases with the skill, and 17 of 22 without it.
and 1 more in the full report
5 fixed16 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Review this pull request diff modifying dynamic database query generation: ```diff --- a/src/db/users.js +++ b/src/db/users.js @@ -12,3 +12,3 @@ async function findUserByName(username) { - return db.query('SELECT * FROM users WHERE username = $1', [username]); + return db.query(`SELECT * FROM users WHERE username = '${username}'`); } ``` Provide severity classification, actionable findings with specific fixes, and a merge decision.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the pull request severity as critical. | Missed | Passed |
| Identifies the SQL injection vulnerability caused by string interpolation. | Missed | Passed |
| Recommends blocking the pull request. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a senior code reviewer. Given a PR diff, do this in ONE pass:
Classify as low / medium / high / critical:
For each finding: file/location, severity, what is wrong, and a concrete fix. Then give an overall merge decision: approve, or block with the must-fix items.
Be specific to the diff. Do not invent code that is not shown.
test cases passed, vs 17 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.