Plugin scoring
Score a plugin
Review the CANARY score, rationale, and supporting evidence.
The forecast comes from the frozen champion configuration applied to the newest panel month; the signals beneath it describe the plugin's current state and are not part of the validated forecast.
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CANARY forecast · as of 2026-06
pipeline-maven
Activity-recency clocks + Contributor dynamics · Logistic Regression: the frozen champion fold model (oot_champion/fold_2025-11, trained on months before 2025-11, labels as known 2025-12) applied to the newest month of the panel. Inference only; no outcome for this month is known yet.
Share of paneltop 1.0%
Rank22 of 2,053
Score65.6%
Read the rank, not the score. The score is the model's raw output and is not a probability: on the holdout the champion's mean score is about 0.5 against an observed advisory rate of 1 percent. Across the pre-registered holdout, reviewing the top fifth of plugins by this ranking caught about half of the advisories that followed.
Honest track record
Where pipeline-maven ranked before each window
Activity-recency clocks + Contributor dynamics · Logistic Regression, embargoed rolling backtest: the rank this plugin held among every scored plugin at each forecast date, using only what was knowable then. Shaded months are the pre-registered holdout.
Scored at 32 forecast dates; on average in the top 2.0% of plugins (top 1.2% across the holdout). An advisory followed within six months of 4 of those dates.
| Holdout month | Score | Rank | Share of panel | What followed |
|---|---|---|---|---|
| 2025-07 | 70.4% | 35 of 2,053 | top 1.7% | none within six months |
| 2025-08 | 73.2% | 29 of 2,053 | top 1.4% | none within six months |
| 2025-09 | 72.8% | 26 of 2,053 | top 1.2% | none within six months |
| 2025-10 | 72.7% | 24 of 2,053 | top 1.1% | none within six months |
| 2025-11 | 69.8% | 28 of 2,053 | top 1.3% | none within six months |
| 2025-12 | 74.1% | 14 of 2,053 | top 0.63% | none within six months |
Current-state context
Supporting signals
Maintenance history, governance artifacts, SLSA provenance and known advisories in dependencies, read from the plugin's current public state. A practitioner's dashboard, not part of the validated forecast.
Key risk signals
- 5 prior advisory record(s) — history +10, recency +0 (0 within 90d, 0 within 365 days); component total +10 (cap 30).
- No advisory activity in the last 365 days — historical record only.
- Advisory severity (max CVSS 8.0 — High): +15 (cap 15).
- Latest release: 2026-07-30.
- Requires Jenkins core 2.528.3.
- Last commit: November 8, 2026 — live data from GitHub.
- Recent release activity supports active maintenance.
- 6 historical security warning(s) — none currently active.
- No SECURITY.md — vulnerability reporting process undocumented (+3).
- No Dependabot or GitHub Actions detected — limited automated maintenance (+3).
- No changelog detected — release transparency limited (+2).
- Dependency risk: 12 of 22 dep(s) have advisories; worst: matrix-project (CVSS 8.8).
- Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
"advisory_count": 5,
"latest_advisory_date": "2023-09-06",
"days_since_latest_advisory": 1160,
"advisory_within_90d": 0,
"advisory_within_365d": 0,
"had_advisory_within_365d": false,
"max_cvss_base_score_observed": 8.0,
"max_cvss_severity_label_observed": "High",
"swh_present": true,
"swh_days_since_last_commit": 5.5,
"swh_commit_count": 34967,
"swh_has_security_md": false,
"swh_has_dependabot": false,
"swh_has_github_actions": false,
"swh_has_tests_directory": true,
"swh_has_changelog": false,
"swh_security_fix_commit_count": 707,
"has_plugin_snapshot": true,
"required_core": "2.528.3",
"dependency_count": 22,
"security_warning_count": 6,
"active_security_warning_count": 0,
"release_timestamp": "2026-07-30T22:20:22+00:00",
"days_since_release": 101,
"dependency_plugins": [
"branch-api",
"cloudbees-folder",
"commons-lang3-api",
"config-file-provider",
"coverage",
"credentials",
"credentials-binding",
"findbugs",
"flaky-test-handler",
"htmlpublisher",
"jgiven",
"junit",
"junit-attachments",
"matrix-project",
"maven-invoker-plugin",
"maven-plugin",
"pipeline-build-step",
"pipeline-maven-api",
"script-security",
"tasks",
"workflow-api",
"workflow-step-api"
],
"dependency_total": 22,
"dependency_risk_points": 79,
"dependency_risk_summary": {
"deps_with_any_advisory": 12,
"deps_with_recent_advisory_365d": 4,
"deps_with_active_warning": 0,
"worst_dep_max_cvss": 8.8,
"worst_dep_id": "matrix-project",
"worst_dep_latest_advisory_date": "2024-01-24"
},
"dependency_missing_data": {
"snapshot_missing": 2,
"advisories_missing": 2,
"healthscore_missing": 2
},
"dependency_details_top": [
{
"plugin_id": "script-security",
"advisory_count": 26,
"latest_advisory_date": "2026-06-24",
"recent_advisory_365d": true,
"max_cvss": 8.8,
"security_warning_count": 28,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 17,
"reasons": [
"26 advisories (+10).",
"Max CVSS 8.8 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "htmlpublisher",
"advisory_count": 5,
"latest_advisory_date": "2026-04-29",
"recent_advisory_365d": true,
"max_cvss": 8.0,
"security_warning_count": 7,
"active_security_warning_count": 0,
"healthscore": 93,
"risk_points": 17,
"reasons": [
"5 advisories (+10).",
"Max CVSS 8.0 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "credentials-binding",
"advisory_count": 6,
"latest_advisory_date": "2026-05-27",
"recent_advisory_365d": true,
"max_cvss": 7.5,
"security_warning_count": 7,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 17,
"reasons": [
"6 advisories (+10).",
"Max CVSS 7.5 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "junit",
"advisory_count": 5,
"latest_advisory_date": "2023-02-15",
"recent_advisory_365d": false,
"max_cvss": 8.0,
"security_warning_count": 5,
"active_security_warning_count": 0,
"healthscore": 97,
"risk_points": 14,
"reasons": [
"5 advisories (+10).",
"Max CVSS 8.0 (+4)."
]
},
{
"plugin_id": "config-file-provider",
"advisory_count": 5,
"latest_advisory_date": "2023-08-16",
"recent_advisory_365d": false,
"max_cvss": 7.1,
"security_warning_count": 9,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 14,
"reasons": [
"5 advisories (+10).",
"Max CVSS 7.1 (+4)."
]
}
],
"healthscore_value": 100,
"healthscore_date": "2026-02-27T23:27:11.761306Z",
"healthscore_collected_at": "2026-02-28T16:43:20+00:00",
"score_components": {
"advisory_history": 10,
"advisory_severity": 15,
"staleness": 0,
"active_warnings": 0,
"governance": 8,
"dependency": 5,
"health_score": 0,
"security_sensitivity": 0
}
}JSON payload
{
"plugin": "pipeline-maven",
"score": 38,
"reasons": [
"5 prior advisory record(s) — history +10, recency +0 (0 within 90d, 0 within 365 days); component total +10 (cap 30).",
"No advisory activity in the last 365 days — historical record only.",
"Advisory severity (max CVSS 8.0 — High): +15 (cap 15).",
"Latest release: 2026-07-30.",
"Requires Jenkins core 2.528.3.",
"Recent commit activity (5 days ago) suggests active maintenance.",
"Recent release activity supports active maintenance.",
"6 historical security warning(s) — none currently active.",
"No SECURITY.md — vulnerability reporting process undocumented (+3).",
"No Dependabot or GitHub Actions detected — limited automated maintenance (+3).",
"No changelog detected — release transparency limited (+2).",
"Dependency risk: 12 of 22 dep(s) have advisories; worst: matrix-project (CVSS 8.8).",
"Plugin health score 100/100 — acceptable maintenance posture."
],
"features": {
"advisory_count": 5,
"latest_advisory_date": "2023-09-06",
"days_since_latest_advisory": 1160,
"advisory_within_90d": 0,
"advisory_within_365d": 0,
"had_advisory_within_365d": false,
"max_cvss_base_score_observed": 8.0,
"max_cvss_severity_label_observed": "High",
"swh_present": true,
"swh_days_since_last_commit": 5.5,
"swh_commit_count": 34967,
"swh_has_security_md": false,
"swh_has_dependabot": false,
"swh_has_github_actions": false,
"swh_has_tests_directory": true,
"swh_has_changelog": false,
"swh_security_fix_commit_count": 707,
"has_plugin_snapshot": true,
"required_core": "2.528.3",
"dependency_count": 22,
"security_warning_count": 6,
"active_security_warning_count": 0,
"release_timestamp": "2026-07-30T22:20:22+00:00",
"days_since_release": 101,
"dependency_plugins": [
"branch-api",
"cloudbees-folder",
"commons-lang3-api",
"config-file-provider",
"coverage",
"credentials",
"credentials-binding",
"findbugs",
"flaky-test-handler",
"htmlpublisher",
"jgiven",
"junit",
"junit-attachments",
"matrix-project",
"maven-invoker-plugin",
"maven-plugin",
"pipeline-build-step",
"pipeline-maven-api",
"script-security",
"tasks",
"workflow-api",
"workflow-step-api"
],
"dependency_total": 22,
"dependency_risk_points": 79,
"dependency_risk_summary": {
"deps_with_any_advisory": 12,
"deps_with_recent_advisory_365d": 4,
"deps_with_active_warning": 0,
"worst_dep_max_cvss": 8.8,
"worst_dep_id": "matrix-project",
"worst_dep_latest_advisory_date": "2024-01-24"
},
"dependency_missing_data": {
"snapshot_missing": 2,
"advisories_missing": 2,
"healthscore_missing": 2
},
"dependency_details_top": [
{
"plugin_id": "script-security",
"advisory_count": 26,
"latest_advisory_date": "2026-06-24",
"recent_advisory_365d": true,
"max_cvss": 8.8,
"security_warning_count": 28,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 17,
"reasons": [
"26 advisories (+10).",
"Max CVSS 8.8 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "htmlpublisher",
"advisory_count": 5,
"latest_advisory_date": "2026-04-29",
"recent_advisory_365d": true,
"max_cvss": 8.0,
"security_warning_count": 7,
"active_security_warning_count": 0,
"healthscore": 93,
"risk_points": 17,
"reasons": [
"5 advisories (+10).",
"Max CVSS 8.0 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "credentials-binding",
"advisory_count": 6,
"latest_advisory_date": "2026-05-27",
"recent_advisory_365d": true,
"max_cvss": 7.5,
"security_warning_count": 7,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 17,
"reasons": [
"6 advisories (+10).",
"Max CVSS 7.5 (+4).",
"Recent advisory within 365d (+3)."
]
},
{
"plugin_id": "junit",
"advisory_count": 5,
"latest_advisory_date": "2023-02-15",
"recent_advisory_365d": false,
"max_cvss": 8.0,
"security_warning_count": 5,
"active_security_warning_count": 0,
"healthscore": 97,
"risk_points": 14,
"reasons": [
"5 advisories (+10).",
"Max CVSS 8.0 (+4)."
]
},
{
"plugin_id": "config-file-provider",
"advisory_count": 5,
"latest_advisory_date": "2023-08-16",
"recent_advisory_365d": false,
"max_cvss": 7.1,
"security_warning_count": 9,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 14,
"reasons": [
"5 advisories (+10).",
"Max CVSS 7.1 (+4)."
]
}
],
"healthscore_value": 100,
"healthscore_date": "2026-02-27T23:27:11.761306Z",
"healthscore_collected_at": "2026-02-28T16:43:20+00:00",
"score_components": {
"advisory_history": 10,
"advisory_severity": 15,
"staleness": 0,
"active_warnings": 0,
"governance": 8,
"dependency": 5,
"health_score": 0,
"security_sensitivity": 0
}
}
}