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-database
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.
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-database 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 2.1% of plugins (top 1.3% across the holdout). No advisory followed any of those dates within six months.
| Holdout month | Score | Rank | Share of panel | What followed |
|---|---|---|---|---|
| 2025-07 | 70.4% | 37 of 2,053 | top 1.8% | none within six months |
| 2025-08 | 73.2% | 31 of 2,053 | top 1.5% | none within six months |
| 2025-09 | 72.8% | 28 of 2,053 | top 1.3% | none within six months |
| 2025-10 | 72.7% | 26 of 2,053 | top 1.2% | none within six months |
| 2025-11 | 69.8% | 30 of 2,053 | top 1.4% | none within six months |
| 2025-12 | 74.1% | 16 of 2,053 | top 0.73% | 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
- No advisories found in local dataset.
- 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.
- 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: 1 of 5 dep(s) have advisories; worst: credentials (CVSS 4.3).
- Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
"advisory_count": 0,
"latest_advisory_date": null,
"days_since_latest_advisory": null,
"advisory_within_90d": 0,
"advisory_within_365d": 0,
"had_advisory_within_365d": false,
"max_cvss_base_score_observed": null,
"max_cvss_severity_label_observed": null,
"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": 5,
"security_warning_count": 0,
"active_security_warning_count": 0,
"release_timestamp": "2026-07-30T22:20:22+00:00",
"days_since_release": 101,
"dependency_plugins": [
"credentials",
"h2-api",
"mysql-api",
"pipeline-maven-api",
"postgresql-api"
],
"dependency_total": 5,
"dependency_risk_points": 11,
"dependency_risk_summary": {
"deps_with_any_advisory": 1,
"deps_with_recent_advisory_365d": 0,
"deps_with_active_warning": 0,
"worst_dep_max_cvss": 4.3,
"worst_dep_id": "credentials",
"worst_dep_latest_advisory_date": "2024-10-02"
},
"dependency_missing_data": {
"snapshot_missing": 0,
"advisories_missing": 0,
"healthscore_missing": 0
},
"dependency_details_top": [
{
"plugin_id": "credentials",
"advisory_count": 4,
"latest_advisory_date": "2024-10-02",
"recent_advisory_365d": false,
"max_cvss": 4.3,
"security_warning_count": 4,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 10,
"reasons": [
"4 advisories (+8).",
"Max CVSS 4.3 (+2)."
]
},
{
"plugin_id": "h2-api",
"advisory_count": 0,
"latest_advisory_date": null,
"recent_advisory_365d": false,
"max_cvss": null,
"security_warning_count": 0,
"active_security_warning_count": 0,
"healthscore": 86,
"risk_points": 1,
"reasons": [
"Health score 86 (+1)."
]
}
],
"healthscore_value": 100,
"healthscore_date": "2026-02-27T23:27:11.492999Z",
"healthscore_collected_at": "2026-02-28T16:43:20+00:00",
"score_components": {
"advisory_history": 0,
"advisory_severity": 0,
"staleness": 0,
"active_warnings": 0,
"governance": 8,
"dependency": 2,
"health_score": 0,
"security_sensitivity": 0
}
}JSON payload
{
"plugin": "pipeline-maven-database",
"score": 10,
"reasons": [
"No advisories found in local dataset.",
"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.",
"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: 1 of 5 dep(s) have advisories; worst: credentials (CVSS 4.3).",
"Plugin health score 100/100 — acceptable maintenance posture."
],
"features": {
"advisory_count": 0,
"latest_advisory_date": null,
"days_since_latest_advisory": null,
"advisory_within_90d": 0,
"advisory_within_365d": 0,
"had_advisory_within_365d": false,
"max_cvss_base_score_observed": null,
"max_cvss_severity_label_observed": null,
"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": 5,
"security_warning_count": 0,
"active_security_warning_count": 0,
"release_timestamp": "2026-07-30T22:20:22+00:00",
"days_since_release": 101,
"dependency_plugins": [
"credentials",
"h2-api",
"mysql-api",
"pipeline-maven-api",
"postgresql-api"
],
"dependency_total": 5,
"dependency_risk_points": 11,
"dependency_risk_summary": {
"deps_with_any_advisory": 1,
"deps_with_recent_advisory_365d": 0,
"deps_with_active_warning": 0,
"worst_dep_max_cvss": 4.3,
"worst_dep_id": "credentials",
"worst_dep_latest_advisory_date": "2024-10-02"
},
"dependency_missing_data": {
"snapshot_missing": 0,
"advisories_missing": 0,
"healthscore_missing": 0
},
"dependency_details_top": [
{
"plugin_id": "credentials",
"advisory_count": 4,
"latest_advisory_date": "2024-10-02",
"recent_advisory_365d": false,
"max_cvss": 4.3,
"security_warning_count": 4,
"active_security_warning_count": 0,
"healthscore": 100,
"risk_points": 10,
"reasons": [
"4 advisories (+8).",
"Max CVSS 4.3 (+2)."
]
},
{
"plugin_id": "h2-api",
"advisory_count": 0,
"latest_advisory_date": null,
"recent_advisory_365d": false,
"max_cvss": null,
"security_warning_count": 0,
"active_security_warning_count": 0,
"healthscore": 86,
"risk_points": 1,
"reasons": [
"Health score 86 (+1)."
]
}
],
"healthscore_value": 100,
"healthscore_date": "2026-02-27T23:27:11.492999Z",
"healthscore_collected_at": "2026-02-28T16:43:20+00:00",
"score_components": {
"advisory_history": 0,
"advisory_severity": 0,
"staleness": 0,
"active_warnings": 0,
"governance": 8,
"dependency": 2,
"health_score": 0,
"security_sensitivity": 0
}
}
}