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

Explain this score

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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 branch-api 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 1.2% of plugins (top 0.69% 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 42 of 2053 · 98th percentile · score 0.798 no advisory within 180 days2023-06 · rank 32 of 2053 · 98th percentile · score 0.824 no advisory within 180 days2023-07 · rank 36 of 2053 · 98th percentile · score 0.817 no advisory within 180 days2023-08 · rank 39 of 2053 · 98th percentile · score 0.811 no advisory within 180 days2023-09 · rank 33 of 2053 · 98th percentile · score 0.829 no advisory within 180 days2023-10 · rank 36 of 2053 · 98th percentile · score 0.810 no advisory within 180 days2023-11 · rank 39 of 2053 · 98th percentile · score 0.805 no advisory within 180 days2023-12 · rank 50 of 2053 · 98th percentile · score 0.765 no advisory within 180 days2024-01 · rank 49 of 2053 · 98th percentile · score 0.761 no advisory within 180 days2024-02 · rank 42 of 2053 · 98th percentile · score 0.791 no advisory within 180 days2024-03 · rank 44 of 2053 · 98th percentile · score 0.786 no advisory within 180 days2024-04 · rank 40 of 2053 · 98th percentile · score 0.795 no advisory within 180 days2024-05 · rank 33 of 2053 · 98th percentile · score 0.795 no advisory within 180 days2024-06 · rank 43 of 2053 · 98th percentile · score 0.785 no advisory within 180 days2024-07 · rank 37 of 2053 · 98th percentile · score 0.788 no advisory within 180 days2024-08 · rank 13 of 2053 · 99th percentile · score 0.808 no advisory within 180 days2024-09 · rank 12 of 2053 · 99th percentile · score 0.799 no advisory within 180 days2024-10 · rank 14 of 2053 · 99th percentile · score 0.800 no advisory within 180 days2024-11 · rank 19 of 2053 · 99th percentile · score 0.785 no advisory within 180 days2024-12 · rank 10 of 2053 · 100th percentile · score 0.817 no advisory within 180 days2025-01 · rank 10 of 2053 · 100th percentile · score 0.805 no advisory within 180 days2025-02 · rank 12 of 2053 · 99th percentile · score 0.799 no advisory within 180 days2025-03 · rank 13 of 2053 · 99th percentile · score 0.786 no advisory within 180 days2025-04 · rank 15 of 2053 · 99th percentile · score 0.776 no advisory within 180 days2025-05 · rank 14 of 2053 · 99th percentile · score 0.779 no advisory within 180 days2025-06 · rank 12 of 2053 · 99th percentile · score 0.804 no advisory within 180 days2025-07 · rank 15 of 2053 · 99th percentile · score 0.773 no advisory within 180 days2025-08 · rank 16 of 2053 · 99th percentile · score 0.752 no advisory within 180 days2025-09 · rank 16 of 2053 · 99th percentile · score 0.748 no advisory within 180 days2025-10 · rank 13 of 2053 · 99th percentile · score 0.755 no advisory within 180 days2025-11 · rank 12 of 2053 · 99th percentile · score 0.742 no advisory within 180 days2025-12 · rank 19 of 2053 · 99th percentile · score 0.738 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0777.3%15 of 2,053top 0.68%none within 180 days
2025-0875.2%16 of 2,053top 0.73%none within 180 days
2025-0974.8%16 of 2,053top 0.73%none within 180 days
2025-1075.5%13 of 2,053top 0.58%none within 180 days
2025-1174.2%12 of 2,053top 0.54%none within 180 days
2025-1273.8%19 of 2,053top 0.88%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: 2026-02-04.
  • Requires Jenkins core 2.504.3.
  • Last commit: September 21, 2026 — live data from GitHub.
  • No SECURITY.md — vulnerability reporting process undocumented (+3).
  • No Dependabot or GitHub Actions detected — limited automated maintenance (+3).
  • Dependency risk: 1 of 5 dep(s) have advisories; worst: cloudbees-folder (CVSS 8.0).
  • 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": 0.0,
  "swh_commit_count": 19859,
  "swh_has_security_md": false,
  "swh_has_dependabot": false,
  "swh_has_github_actions": false,
  "swh_has_tests_directory": true,
  "swh_has_changelog": true,
  "swh_security_fix_commit_count": 746,
  "has_plugin_snapshot": true,
  "required_core": "2.504.3",
  "dependency_count": 5,
  "security_warning_count": 0,
  "active_security_warning_count": 0,
  "release_timestamp": "2026-02-04T17:14:32+00:00",
  "days_since_release": 232,
  "dependency_plugins": [
    "caffeine-api",
    "cloudbees-folder",
    "commons-lang3-api",
    "ionicons-api",
    "scm-api"
  ],
  "dependency_total": 5,
  "dependency_risk_points": 6,
  "dependency_risk_summary": {
    "deps_with_any_advisory": 1,
    "deps_with_recent_advisory_365d": 0,
    "deps_with_active_warning": 0,
    "worst_dep_max_cvss": 8.0,
    "worst_dep_id": "cloudbees-folder",
    "worst_dep_latest_advisory_date": "2023-08-16"
  },
  "dependency_missing_data": {
    "snapshot_missing": 0,
    "advisories_missing": 0,
    "healthscore_missing": 0
  },
  "dependency_details_top": [
    {
      "plugin_id": "cloudbees-folder",
      "advisory_count": 1,
      "latest_advisory_date": "2023-08-16",
      "recent_advisory_365d": false,
      "max_cvss": 8.0,
      "security_warning_count": 3,
      "active_security_warning_count": 0,
      "healthscore": 100,
      "risk_points": 6,
      "reasons": [
        "1 advisories (+2).",
        "Max CVSS 8.0 (+4)."
      ]
    }
  ],
  "healthscore_value": 100,
  "healthscore_date": "2026-02-04T18:31:33.283718Z",
  "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
  "score_components": {
    "advisory_history": 0,
    "advisory_severity": 0,
    "staleness": 0,
    "active_warnings": 0,
    "governance": 6,
    "dependency": 1,
    "health_score": 0,
    "security_sensitivity": 0
  }
}
JSON payload
{
  "plugin": "branch-api",
  "score": 7,
  "reasons": [
    "No advisories found in local dataset.",
    "Latest release: 2026-02-04.",
    "Requires Jenkins core 2.504.3.",
    "Recent commit activity (0 days ago) suggests active maintenance.",
    "No SECURITY.md — vulnerability reporting process undocumented (+3).",
    "No Dependabot or GitHub Actions detected — limited automated maintenance (+3).",
    "Dependency risk: 1 of 5 dep(s) have advisories; worst: cloudbees-folder (CVSS 8.0).",
    "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": 0.0,
    "swh_commit_count": 19859,
    "swh_has_security_md": false,
    "swh_has_dependabot": false,
    "swh_has_github_actions": false,
    "swh_has_tests_directory": true,
    "swh_has_changelog": true,
    "swh_security_fix_commit_count": 746,
    "has_plugin_snapshot": true,
    "required_core": "2.504.3",
    "dependency_count": 5,
    "security_warning_count": 0,
    "active_security_warning_count": 0,
    "release_timestamp": "2026-02-04T17:14:32+00:00",
    "days_since_release": 232,
    "dependency_plugins": [
      "caffeine-api",
      "cloudbees-folder",
      "commons-lang3-api",
      "ionicons-api",
      "scm-api"
    ],
    "dependency_total": 5,
    "dependency_risk_points": 6,
    "dependency_risk_summary": {
      "deps_with_any_advisory": 1,
      "deps_with_recent_advisory_365d": 0,
      "deps_with_active_warning": 0,
      "worst_dep_max_cvss": 8.0,
      "worst_dep_id": "cloudbees-folder",
      "worst_dep_latest_advisory_date": "2023-08-16"
    },
    "dependency_missing_data": {
      "snapshot_missing": 0,
      "advisories_missing": 0,
      "healthscore_missing": 0
    },
    "dependency_details_top": [
      {
        "plugin_id": "cloudbees-folder",
        "advisory_count": 1,
        "latest_advisory_date": "2023-08-16",
        "recent_advisory_365d": false,
        "max_cvss": 8.0,
        "security_warning_count": 3,
        "active_security_warning_count": 0,
        "healthscore": 100,
        "risk_points": 6,
        "reasons": [
          "1 advisories (+2).",
          "Max CVSS 8.0 (+4)."
        ]
      }
    ],
    "healthscore_value": 100,
    "healthscore_date": "2026-02-04T18:31:33.283718Z",
    "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
    "score_components": {
      "advisory_history": 0,
      "advisory_severity": 0,
      "staleness": 0,
      "active_warnings": 0,
      "governance": 6,
      "dependency": 1,
      "health_score": 0,
      "security_sensitivity": 0
    }
  }
}