Test fixture
Secure code changes, vulnerability recognition, and safe defaults.
The model receives the prompt (and optional system message). The run uses scorer rubric_json_metrics with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.
Return JSON only with keys verdict, risk, mitigation. Review a dependency vulnerability scanner that only checks direct dependencies and ignores lockfile transitive packages.
{
"metrics": {
"correct": {
"checks": [
{
"contains": [
"dependency"
]
},
{
"contains": [
"transitive"
]
},
{
"contains": [
"lockfile"
]
},
{
"contains": [
"CVE"
]
},
{
"contains": [
"vulnerability"
]
}
]
},
"hidden": {
"checks": [
{
"contains": [
"SBOM"
]
},
{
"contains": [
"advisory"
]
},
{
"contains": [
"severity"
]
},
{
"contains": [
"patch"
]
},
{
"contains": [
"dev dependency"
]
}
]
}
}
}temperature
0
max_tokens
420
timeout (s)
120
type
scored
file
sec-vulnerability-scanner.json