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 config scanner that must detect debug mode, permissive CORS, weak TLS, and public admin endpoints.
{
"metrics": {
"correct": {
"checks": [
{
"contains": [
"debug"
]
},
{
"contains": [
"CORS"
]
},
{
"contains": [
"TLS"
]
},
{
"contains": [
"admin"
]
},
{
"contains": [
"config"
]
}
]
},
"hidden": {
"checks": [
{
"contains": [
"wildcard"
]
},
{
"contains": [
"production"
]
},
{
"contains": [
"HSTS"
]
},
{
"contains": [
"secret"
]
},
{
"contains": [
"deny"
]
}
]
}
}
}temperature
0
max_tokens
420
timeout (s)
120
type
scored
file
sec-insecure-config-scanner.json