Web interface

CANARY Web Console

A lightweight web UI for scoring Jenkins plugins and exploring ML-based advisory risk.

Plugin scoring

Score a plugin

Review the CANARY score, rationale, and supporting evidence.

Core workflow
Resolved model: baseline_6m

AI explanation

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CANARY score

Advisory risk score

Select a model

Select an algorithm, feature set, and evaluation strategy on the left.

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.

Recorded, not re-scored

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 180 days.

out-of-time holdout0255075100top 20%2023-052023-092024-012024-052024-092025-012025-052025-092025-122023-05 · rank 127 of 2053 · 94th percentile · score 0.698 no advisory within 180 days2023-06 · rank 90 of 2053 · 96th percentile · score 0.713 no advisory within 180 days2023-07 · rank 56 of 2053 · 97th percentile · score 0.760 no advisory within 180 days2023-08 · rank 67 of 2053 · 97th percentile · score 0.738 no advisory within 180 days2023-09 · rank 56 of 2053 · 97th percentile · score 0.763 no advisory within 180 days2023-10 · rank 74 of 2053 · 96th percentile · score 0.744 no advisory within 180 days2023-11 · rank 58 of 2053 · 97th percentile · score 0.761 no advisory within 180 days2023-12 · rank 54 of 2053 · 97th percentile · score 0.758 no advisory within 180 days2024-01 · rank 52 of 2053 · 98th percentile · score 0.761 no advisory within 180 days2024-02 · rank 46 of 2053 · 98th percentile · score 0.786 no advisory within 180 days2024-03 · rank 50 of 2053 · 98th percentile · score 0.776 no advisory within 180 days2024-04 · rank 52 of 2053 · 98th percentile · score 0.763 no advisory within 180 days2024-05 · rank 47 of 2053 · 98th percentile · score 0.761 no advisory within 180 days2024-06 · rank 49 of 2053 · 98th percentile · score 0.765 no advisory within 180 days2024-07 · rank 49 of 2053 · 98th percentile · score 0.758 no advisory within 180 days2024-08 · rank 25 of 2053 · 99th percentile · score 0.775 no advisory within 180 days2024-09 · rank 28 of 2053 · 99th percentile · score 0.757 no advisory within 180 days2024-10 · rank 32 of 2053 · 98th percentile · score 0.763 no advisory within 180 days2024-11 · rank 28 of 2053 · 99th percentile · score 0.766 no advisory within 180 days2024-12 · rank 26 of 2053 · 99th percentile · score 0.765 no advisory within 180 days2025-01 · rank 21 of 2053 · 99th percentile · score 0.757 no advisory within 180 days2025-02 · rank 21 of 2053 · 99th percentile · score 0.764 no advisory within 180 days2025-03 · rank 28 of 2053 · 99th percentile · score 0.744 no advisory within 180 days2025-04 · rank 39 of 2053 · 98th percentile · score 0.723 no advisory within 180 days2025-05 · rank 55 of 2053 · 97th percentile · score 0.674 no advisory within 180 days2025-06 · rank 42 of 2053 · 98th percentile · score 0.699 no advisory within 180 days2025-07 · rank 37 of 2053 · 98th percentile · score 0.704 no advisory within 180 days2025-08 · rank 31 of 2053 · 99th percentile · score 0.732 no advisory within 180 days2025-09 · rank 28 of 2053 · 99th percentile · score 0.728 no advisory within 180 days2025-10 · rank 26 of 2053 · 99th percentile · score 0.727 no advisory within 180 days2025-11 · rank 30 of 2053 · 99th percentile · score 0.698 no advisory within 180 days2025-12 · rank 16 of 2053 · 99th percentile · score 0.741 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0770.4%37 of 2,053top 1.8%none within 180 days
2025-0873.2%31 of 2,053top 1.5%none within 180 days
2025-0972.8%28 of 2,053top 1.3%none within 180 days
2025-1072.7%26 of 2,053top 1.2%none within 180 days
2025-1169.8%30 of 2,053top 1.4%none within 180 days
2025-1274.1%16 of 2,053top 0.73%none within 180 days

Risk context

Supporting signals

Maintenance history, governance, and dependency risk indicators for this plugin.

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": 55,
  "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": 55,
    "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
    }
  }
}