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 git 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 1.5% of plugins (top 0.88% 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 35 of 2053 · 98th percentile · score 0.812 no advisory within 180 days2023-06 · rank 35 of 2053 · 98th percentile · score 0.821 no advisory within 180 days2023-07 · rank 41 of 2053 · 98th percentile · score 0.784 no advisory within 180 days2023-08 · rank 49 of 2053 · 98th percentile · score 0.759 no advisory within 180 days2023-09 · rank 50 of 2053 · 98th percentile · score 0.773 no advisory within 180 days2023-10 · rank 54 of 2053 · 97th percentile · score 0.765 no advisory within 180 days2023-11 · rank 45 of 2053 · 98th percentile · score 0.781 no advisory within 180 days2023-12 · rank 56 of 2053 · 97th percentile · score 0.756 no advisory within 180 days2024-01 · rank 54 of 2053 · 97th percentile · score 0.759 no advisory within 180 days2024-02 · rank 56 of 2053 · 97th percentile · score 0.751 no advisory within 180 days2024-03 · rank 59 of 2053 · 97th percentile · score 0.750 no advisory within 180 days2024-04 · rank 58 of 2053 · 97th percentile · score 0.748 no advisory within 180 days2024-05 · rank 56 of 2053 · 97th percentile · score 0.745 no advisory within 180 days2024-06 · rank 45 of 2053 · 98th percentile · score 0.781 no advisory within 180 days2024-07 · rank 45 of 2053 · 98th percentile · score 0.777 no advisory within 180 days2024-08 · rank 7 of 2053 · 100th percentile · score 0.828 no advisory within 180 days2024-09 · rank 8 of 2053 · 100th percentile · score 0.828 no advisory within 180 days2024-10 · rank 10 of 2053 · 100th percentile · score 0.819 no advisory within 180 days2024-11 · rank 22 of 2053 · 99th percentile · score 0.773 no advisory within 180 days2024-12 · rank 23 of 2053 · 99th percentile · score 0.767 no advisory within 180 days2025-01 · rank 12 of 2053 · 99th percentile · score 0.796 no advisory within 180 days2025-02 · rank 10 of 2053 · 100th percentile · score 0.809 no advisory within 180 days2025-03 · rank 16 of 2053 · 99th percentile · score 0.767 no advisory within 180 days2025-04 · rank 13 of 2053 · 99th percentile · score 0.783 no advisory within 180 days2025-05 · rank 9 of 2053 · 100th percentile · score 0.814 no advisory within 180 days2025-06 · rank 13 of 2053 · 99th percentile · score 0.802 no advisory within 180 days2025-07 · rank 8 of 2053 · 100th percentile · score 0.809 no advisory within 180 days2025-08 · rank 22 of 2053 · 99th percentile · score 0.746 no advisory within 180 days2025-09 · rank 12 of 2053 · 99th percentile · score 0.773 no advisory within 180 days2025-10 · rank 21 of 2053 · 99th percentile · score 0.733 no advisory within 180 days2025-11 · rank 26 of 2053 · 99th percentile · score 0.699 no advisory within 180 days2025-12 · rank 25 of 2053 · 99th percentile · score 0.718 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0780.9%8 of 2,053top 0.34%none within 180 days
2025-0874.6%22 of 2,053top 1.0%none within 180 days
2025-0977.3%12 of 2,053top 0.54%none within 180 days
2025-1073.3%21 of 2,053top 0.97%none within 180 days
2025-1169.9%26 of 2,053top 1.2%none within 180 days
2025-1271.8%25 of 2,053top 1.2%none within 180 days

Risk context

Supporting signals

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

Key risk signals

  • 9 prior advisory record(s) — history +15, recency +0 (0 within 90d, 0 within 365 days); component total +15 (cap 30).
  • No advisory activity in the last 365 days — historical record only.
  • Advisory severity (max CVSS 7.5 — High): +15 (cap 15).
  • Latest release: 2026-03-25.
  • Requires Jenkins core 2.504.3.
  • Last commit: September 21, 2026 — live data from GitHub.
  • 9 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 17 dep(s) have advisories; worst: git-client (CVSS 8.8).
  • Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
  "advisory_count": 9,
  "latest_advisory_date": "2022-08-23",
  "days_since_latest_advisory": 1493,
  "advisory_within_90d": 0,
  "advisory_within_365d": 0,
  "had_advisory_within_365d": false,
  "max_cvss_base_score_observed": 7.5,
  "max_cvss_severity_label_observed": "High",
  "swh_present": true,
  "swh_days_since_last_commit": 4.6,
  "swh_commit_count": 77897,
  "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": 3010,
  "has_plugin_snapshot": true,
  "required_core": "2.504.3",
  "dependency_count": 17,
  "security_warning_count": 9,
  "active_security_warning_count": 0,
  "release_timestamp": "2026-03-25T20:14:00+00:00",
  "days_since_release": 183,
  "dependency_plugins": [
    "commons-lang3-api",
    "configuration-as-code",
    "credentials",
    "credentials-binding",
    "git-client",
    "ionicons-api",
    "mailer",
    "matrix-project",
    "parameterized-trigger",
    "promoted-builds",
    "scm-api",
    "script-security",
    "ssh-credentials",
    "structs",
    "token-macro",
    "workflow-scm-step",
    "workflow-step-api"
  ],
  "dependency_total": 17,
  "dependency_risk_points": 74,
  "dependency_risk_summary": {
    "deps_with_any_advisory": 12,
    "deps_with_recent_advisory_365d": 3,
    "deps_with_active_warning": 0,
    "worst_dep_max_cvss": 8.8,
    "worst_dep_id": "git-client",
    "worst_dep_latest_advisory_date": "2026-06-24"
  },
  "dependency_missing_data": {
    "snapshot_missing": 0,
    "advisories_missing": 0,
    "healthscore_missing": 0
  },
  "dependency_details_top": [
    {
      "plugin_id": "git-client",
      "advisory_count": 6,
      "latest_advisory_date": "2026-06-24",
      "recent_advisory_365d": true,
      "max_cvss": 8.8,
      "security_warning_count": 6,
      "active_security_warning_count": 0,
      "healthscore": 100,
      "risk_points": 17,
      "reasons": [
        "6 advisories (+10).",
        "Max CVSS 8.8 (+4).",
        "Recent advisory within 365d (+3)."
      ]
    },
    {
      "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": "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": "matrix-project",
      "advisory_count": 4,
      "latest_advisory_date": "2024-01-24",
      "recent_advisory_365d": false,
      "max_cvss": 8.8,
      "security_warning_count": 5,
      "active_security_warning_count": 0,
      "healthscore": 97,
      "risk_points": 12,
      "reasons": [
        "4 advisories (+8).",
        "Max CVSS 8.8 (+4)."
      ]
    },
    {
      "plugin_id": "promoted-builds",
      "advisory_count": 3,
      "latest_advisory_date": "2022-04-12",
      "recent_advisory_365d": false,
      "max_cvss": 8.0,
      "security_warning_count": 4,
      "active_security_warning_count": 0,
      "healthscore": 80,
      "risk_points": 11,
      "reasons": [
        "3 advisories (+6).",
        "Max CVSS 8.0 (+4).",
        "Health score 80 (+1)."
      ]
    }
  ],
  "healthscore_value": 100,
  "healthscore_date": "2026-02-24T03:27:49.683145Z",
  "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
  "score_components": {
    "advisory_history": 15,
    "advisory_severity": 15,
    "staleness": 0,
    "active_warnings": 0,
    "governance": 8,
    "dependency": 5,
    "health_score": 0,
    "security_sensitivity": 0
  }
}
JSON payload
{
  "plugin": "git",
  "score": 43,
  "reasons": [
    "9 prior advisory record(s) — history +15, recency +0 (0 within 90d, 0 within 365 days); component total +15 (cap 30).",
    "No advisory activity in the last 365 days — historical record only.",
    "Advisory severity (max CVSS 7.5 — High): +15 (cap 15).",
    "Latest release: 2026-03-25.",
    "Requires Jenkins core 2.504.3.",
    "Recent commit activity (4 days ago) suggests active maintenance.",
    "9 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 17 dep(s) have advisories; worst: git-client (CVSS 8.8).",
    "Plugin health score 100/100 — acceptable maintenance posture."
  ],
  "features": {
    "advisory_count": 9,
    "latest_advisory_date": "2022-08-23",
    "days_since_latest_advisory": 1493,
    "advisory_within_90d": 0,
    "advisory_within_365d": 0,
    "had_advisory_within_365d": false,
    "max_cvss_base_score_observed": 7.5,
    "max_cvss_severity_label_observed": "High",
    "swh_present": true,
    "swh_days_since_last_commit": 4.6,
    "swh_commit_count": 77897,
    "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": 3010,
    "has_plugin_snapshot": true,
    "required_core": "2.504.3",
    "dependency_count": 17,
    "security_warning_count": 9,
    "active_security_warning_count": 0,
    "release_timestamp": "2026-03-25T20:14:00+00:00",
    "days_since_release": 183,
    "dependency_plugins": [
      "commons-lang3-api",
      "configuration-as-code",
      "credentials",
      "credentials-binding",
      "git-client",
      "ionicons-api",
      "mailer",
      "matrix-project",
      "parameterized-trigger",
      "promoted-builds",
      "scm-api",
      "script-security",
      "ssh-credentials",
      "structs",
      "token-macro",
      "workflow-scm-step",
      "workflow-step-api"
    ],
    "dependency_total": 17,
    "dependency_risk_points": 74,
    "dependency_risk_summary": {
      "deps_with_any_advisory": 12,
      "deps_with_recent_advisory_365d": 3,
      "deps_with_active_warning": 0,
      "worst_dep_max_cvss": 8.8,
      "worst_dep_id": "git-client",
      "worst_dep_latest_advisory_date": "2026-06-24"
    },
    "dependency_missing_data": {
      "snapshot_missing": 0,
      "advisories_missing": 0,
      "healthscore_missing": 0
    },
    "dependency_details_top": [
      {
        "plugin_id": "git-client",
        "advisory_count": 6,
        "latest_advisory_date": "2026-06-24",
        "recent_advisory_365d": true,
        "max_cvss": 8.8,
        "security_warning_count": 6,
        "active_security_warning_count": 0,
        "healthscore": 100,
        "risk_points": 17,
        "reasons": [
          "6 advisories (+10).",
          "Max CVSS 8.8 (+4).",
          "Recent advisory within 365d (+3)."
        ]
      },
      {
        "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": "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": "matrix-project",
        "advisory_count": 4,
        "latest_advisory_date": "2024-01-24",
        "recent_advisory_365d": false,
        "max_cvss": 8.8,
        "security_warning_count": 5,
        "active_security_warning_count": 0,
        "healthscore": 97,
        "risk_points": 12,
        "reasons": [
          "4 advisories (+8).",
          "Max CVSS 8.8 (+4)."
        ]
      },
      {
        "plugin_id": "promoted-builds",
        "advisory_count": 3,
        "latest_advisory_date": "2022-04-12",
        "recent_advisory_365d": false,
        "max_cvss": 8.0,
        "security_warning_count": 4,
        "active_security_warning_count": 0,
        "healthscore": 80,
        "risk_points": 11,
        "reasons": [
          "3 advisories (+6).",
          "Max CVSS 8.0 (+4).",
          "Health score 80 (+1)."
        ]
      }
    ],
    "healthscore_value": 100,
    "healthscore_date": "2026-02-24T03:27:49.683145Z",
    "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
    "score_components": {
      "advisory_history": 15,
      "advisory_severity": 15,
      "staleness": 0,
      "active_warnings": 0,
      "governance": 8,
      "dependency": 5,
      "health_score": 0,
      "security_sensitivity": 0
    }
  }
}