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 cloudbees-folder 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 0.60% of plugins (top 0.19% across the holdout). An advisory followed within 180 days of 3 of those dates.

out-of-time holdout0255075100top 20%2023-052023-092024-012024-052024-092025-012025-052025-092025-122023-05 · rank 5 of 2053 · 100th percentile · score 0.840 advisory followed within 180 days2023-06 · rank 33 of 2053 · 98th percentile · score 0.823 advisory followed within 180 days2023-07 · rank 37 of 2053 · 98th percentile · score 0.816 advisory followed within 180 days2023-08 · rank 38 of 2053 · 98th percentile · score 0.812 no advisory within 180 days2023-09 · rank 43 of 2053 · 98th percentile · score 0.790 no advisory within 180 days2023-10 · rank 27 of 2053 · 99th percentile · score 0.848 no advisory within 180 days2023-11 · rank 30 of 2053 · 99th percentile · score 0.826 no advisory within 180 days2023-12 · rank 26 of 2053 · 99th percentile · score 0.844 no advisory within 180 days2024-01 · rank 31 of 2053 · 99th percentile · score 0.848 no advisory within 180 days2024-02 · rank 25 of 2053 · 99th percentile · score 0.854 no advisory within 180 days2024-03 · rank 31 of 2053 · 99th percentile · score 0.851 no advisory within 180 days2024-04 · rank 2 of 2053 · 100th percentile · score 0.879 no advisory within 180 days2024-05 · rank 5 of 2053 · 100th percentile · score 0.850 no advisory within 180 days2024-06 · rank 3 of 2053 · 100th percentile · score 0.853 no advisory within 180 days2024-07 · rank 6 of 2053 · 100th percentile · score 0.836 no advisory within 180 days2024-08 · rank 5 of 2053 · 100th percentile · score 0.841 no advisory within 180 days2024-09 · rank 5 of 2053 · 100th percentile · score 0.858 no advisory within 180 days2024-10 · rank 5 of 2053 · 100th percentile · score 0.849 no advisory within 180 days2024-11 · rank 4 of 2053 · 100th percentile · score 0.864 no advisory within 180 days2024-12 · rank 3 of 2053 · 100th percentile · score 0.877 no advisory within 180 days2025-01 · rank 3 of 2053 · 100th percentile · score 0.869 no advisory within 180 days2025-02 · rank 4 of 2053 · 100th percentile · score 0.848 no advisory within 180 days2025-03 · rank 5 of 2053 · 100th percentile · score 0.833 no advisory within 180 days2025-04 · rank 9 of 2053 · 100th percentile · score 0.811 no advisory within 180 days2025-05 · rank 8 of 2053 · 100th percentile · score 0.818 no advisory within 180 days2025-06 · rank 6 of 2053 · 100th percentile · score 0.828 no advisory within 180 days2025-07 · rank 3 of 2053 · 100th percentile · score 0.856 no advisory within 180 days2025-08 · rank 5 of 2053 · 100th percentile · score 0.848 no advisory within 180 days2025-09 · rank 4 of 2053 · 100th percentile · score 0.847 no advisory within 180 days2025-10 · rank 5 of 2053 · 100th percentile · score 0.828 no advisory within 180 days2025-11 · rank 5 of 2053 · 100th percentile · score 0.813 no advisory within 180 days2025-12 · rank 7 of 2053 · 100th percentile · score 0.786 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0785.6%3 of 2,053top 0.10%none within 180 days
2025-0884.8%5 of 2,053top 0.19%none within 180 days
2025-0984.7%4 of 2,053top 0.15%none within 180 days
2025-1082.8%5 of 2,053top 0.19%none within 180 days
2025-1181.3%5 of 2,053top 0.19%none within 180 days
2025-1278.6%7 of 2,053top 0.29%none within 180 days

Risk context

Supporting signals

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

Key risk signals

  • 1 prior advisory record(s) — history +2, recency +0 (0 within 90d, 0 within 365 days); component total +2 (cap 30).
  • No advisory activity in the last 365 days — historical record only.
  • Advisory severity (max CVSS 8.0 — High): +6 (cap 15).
  • Latest release: 2026-08-03.
  • Requires Jenkins core 2.528.1.
  • Last commit: August 3, 2026 — live data from GitHub.
  • Recent release activity supports active maintenance.
  • 3 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: 1 of 2 dep(s) have advisories; worst: credentials (CVSS 4.3).
  • Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
  "advisory_count": 1,
  "latest_advisory_date": "2023-08-16",
  "days_since_latest_advisory": 1135,
  "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": 1.6,
  "swh_commit_count": 18948,
  "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": 0,
  "has_plugin_snapshot": true,
  "required_core": "2.528.1",
  "dependency_count": 2,
  "security_warning_count": 3,
  "active_security_warning_count": 0,
  "release_timestamp": "2026-08-03T16:09:52+00:00",
  "days_since_release": 52,
  "dependency_plugins": [
    "credentials",
    "ionicons-api"
  ],
  "dependency_total": 2,
  "dependency_risk_points": 10,
  "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)."
      ]
    }
  ],
  "healthscore_value": 100,
  "healthscore_date": "2026-02-10T15:43:29.679365Z",
  "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
  "score_components": {
    "advisory_history": 2,
    "advisory_severity": 6,
    "staleness": 0,
    "active_warnings": 0,
    "governance": 8,
    "dependency": 2,
    "health_score": 0,
    "security_sensitivity": 0
  }
}
JSON payload
{
  "plugin": "cloudbees-folder",
  "score": 18,
  "reasons": [
    "1 prior advisory record(s) — history +2, recency +0 (0 within 90d, 0 within 365 days); component total +2 (cap 30).",
    "No advisory activity in the last 365 days — historical record only.",
    "Advisory severity (max CVSS 8.0 — High): +6 (cap 15).",
    "Latest release: 2026-08-03.",
    "Requires Jenkins core 2.528.1.",
    "Recent commit activity (1 days ago) suggests active maintenance.",
    "Recent release activity supports active maintenance.",
    "3 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: 1 of 2 dep(s) have advisories; worst: credentials (CVSS 4.3).",
    "Plugin health score 100/100 — acceptable maintenance posture."
  ],
  "features": {
    "advisory_count": 1,
    "latest_advisory_date": "2023-08-16",
    "days_since_latest_advisory": 1135,
    "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": 1.6,
    "swh_commit_count": 18948,
    "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": 0,
    "has_plugin_snapshot": true,
    "required_core": "2.528.1",
    "dependency_count": 2,
    "security_warning_count": 3,
    "active_security_warning_count": 0,
    "release_timestamp": "2026-08-03T16:09:52+00:00",
    "days_since_release": 52,
    "dependency_plugins": [
      "credentials",
      "ionicons-api"
    ],
    "dependency_total": 2,
    "dependency_risk_points": 10,
    "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)."
        ]
      }
    ],
    "healthscore_value": 100,
    "healthscore_date": "2026-02-10T15:43:29.679365Z",
    "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
    "score_components": {
      "advisory_history": 2,
      "advisory_severity": 6,
      "staleness": 0,
      "active_warnings": 0,
      "governance": 8,
      "dependency": 2,
      "health_score": 0,
      "security_sensitivity": 0
    }
  }
}