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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"Explain now" uses the server API key (max 3/hr). "Open in" buttons use your own account with no limits. AI-generated explanations are provided for informational purposes only, may contain inaccuracies or omissions, and should not be relied upon as authoritative security guidance.

CANARY score

Advisory risk score

Select a model

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

Honest track record

Where badge 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 5.7% of plugins (top 2.5% 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 232 of 2053 · 89th percentile · score 0.664 no advisory within 180 days2023-06 · rank 190 of 2053 · 91th percentile · score 0.678 no advisory within 180 days2023-07 · rank 166 of 2053 · 92th percentile · score 0.684 no advisory within 180 days2023-08 · rank 260 of 2053 · 87th percentile · score 0.664 no advisory within 180 days2023-09 · rank 399 of 2053 · 81th percentile · score 0.645 no advisory within 180 days2023-10 · rank 264 of 2053 · 87th percentile · score 0.670 no advisory within 180 days2023-11 · rank 283 of 2053 · 86th percentile · score 0.656 no advisory within 180 days2023-12 · rank 237 of 2053 · 88th percentile · score 0.662 no advisory within 180 days2024-01 · rank 248 of 2053 · 88th percentile · score 0.652 no advisory within 180 days2024-02 · rank 189 of 2053 · 91th percentile · score 0.660 no advisory within 180 days2024-03 · rank 160 of 2053 · 92th percentile · score 0.675 no advisory within 180 days2024-04 · rank 99 of 2053 · 95th percentile · score 0.696 no advisory within 180 days2024-05 · rank 70 of 2053 · 97th percentile · score 0.728 no advisory within 180 days2024-06 · rank 79 of 2053 · 96th percentile · score 0.709 no advisory within 180 days2024-07 · rank 79 of 2053 · 96th percentile · score 0.700 no advisory within 180 days2024-08 · rank 72 of 2053 · 97th percentile · score 0.715 no advisory within 180 days2024-09 · rank 60 of 2053 · 97th percentile · score 0.738 no advisory within 180 days2024-10 · rank 56 of 2053 · 97th percentile · score 0.742 no advisory within 180 days2024-11 · rank 60 of 2053 · 97th percentile · score 0.738 no advisory within 180 days2024-12 · rank 57 of 2053 · 97th percentile · score 0.720 no advisory within 180 days2025-01 · rank 33 of 2053 · 98th percentile · score 0.727 no advisory within 180 days2025-02 · rank 32 of 2053 · 98th percentile · score 0.727 no advisory within 180 days2025-03 · rank 38 of 2053 · 98th percentile · score 0.724 no advisory within 180 days2025-04 · rank 32 of 2053 · 98th percentile · score 0.731 no advisory within 180 days2025-05 · rank 19 of 2053 · 99th percentile · score 0.756 no advisory within 180 days2025-06 · rank 15 of 2053 · 99th percentile · score 0.771 no advisory within 180 days2025-07 · rank 23 of 2053 · 99th percentile · score 0.758 no advisory within 180 days2025-08 · rank 33 of 2053 · 98th percentile · score 0.726 no advisory within 180 days2025-09 · rank 55 of 2053 · 97th percentile · score 0.677 no advisory within 180 days2025-10 · rank 77 of 2053 · 96th percentile · score 0.654 no advisory within 180 days2025-11 · rank 72 of 2053 · 97th percentile · score 0.665 no advisory within 180 days2025-12 · rank 55 of 2053 · 97th percentile · score 0.686 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0775.8%23 of 2,053top 1.1%none within 180 days
2025-0872.6%33 of 2,053top 1.6%none within 180 days
2025-0967.7%55 of 2,053top 2.6%none within 180 days
2025-1065.4%77 of 2,053top 3.7%none within 180 days
2025-1166.5%72 of 2,053top 3.5%none within 180 days
2025-1268.6%55 of 2,053top 2.6%none within 180 days

Risk context

Supporting signals

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

Key risk signals

  • 2 prior advisory record(s) — history +4, recency +0 (0 within 90d, 0 within 365 days); component total +4 (cap 30).
  • No advisory activity in the last 365 days — historical record only.
  • Advisory severity (max CVSS 8.0 — High): +9 (cap 15).
  • Latest release: 2026-07-21.
  • Requires Jenkins core 2.541.3.
  • Last commit: September 24, 2026 — live data from GitHub.
  • Recent release activity supports active maintenance.
  • 2 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).
  • Dependency risk: 1 of 4 dep(s) have advisories; worst: script-security (CVSS 8.8).
  • Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
  "advisory_count": 2,
  "latest_advisory_date": "2022-01-12",
  "days_since_latest_advisory": 1716,
  "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": 2.4,
  "swh_commit_count": 5320,
  "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": 94,
  "has_plugin_snapshot": true,
  "required_core": "2.541.3",
  "dependency_count": 4,
  "security_warning_count": 2,
  "active_security_warning_count": 0,
  "release_timestamp": "2026-07-21T13:49:00+00:00",
  "days_since_release": 65,
  "dependency_plugins": [
    "emoji-symbols-api",
    "ionicons-api",
    "script-security",
    "workflow-step-api"
  ],
  "dependency_total": 4,
  "dependency_risk_points": 17,
  "dependency_risk_summary": {
    "deps_with_any_advisory": 1,
    "deps_with_recent_advisory_365d": 1,
    "deps_with_active_warning": 0,
    "worst_dep_max_cvss": 8.8,
    "worst_dep_id": "script-security",
    "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": "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)."
      ]
    }
  ],
  "healthscore_value": 100,
  "healthscore_date": "2026-02-21T22:27:34.992273Z",
  "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
  "score_components": {
    "advisory_history": 4,
    "advisory_severity": 9,
    "staleness": 0,
    "active_warnings": 0,
    "governance": 6,
    "dependency": 4,
    "health_score": 0,
    "security_sensitivity": 0
  }
}
JSON payload
{
  "plugin": "badge",
  "score": 23,
  "reasons": [
    "2 prior advisory record(s) — history +4, recency +0 (0 within 90d, 0 within 365 days); component total +4 (cap 30).",
    "No advisory activity in the last 365 days — historical record only.",
    "Advisory severity (max CVSS 8.0 — High): +9 (cap 15).",
    "Latest release: 2026-07-21.",
    "Requires Jenkins core 2.541.3.",
    "Recent commit activity (2 days ago) suggests active maintenance.",
    "Recent release activity supports active maintenance.",
    "2 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).",
    "Dependency risk: 1 of 4 dep(s) have advisories; worst: script-security (CVSS 8.8).",
    "Plugin health score 100/100 — acceptable maintenance posture."
  ],
  "features": {
    "advisory_count": 2,
    "latest_advisory_date": "2022-01-12",
    "days_since_latest_advisory": 1716,
    "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": 2.4,
    "swh_commit_count": 5320,
    "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": 94,
    "has_plugin_snapshot": true,
    "required_core": "2.541.3",
    "dependency_count": 4,
    "security_warning_count": 2,
    "active_security_warning_count": 0,
    "release_timestamp": "2026-07-21T13:49:00+00:00",
    "days_since_release": 65,
    "dependency_plugins": [
      "emoji-symbols-api",
      "ionicons-api",
      "script-security",
      "workflow-step-api"
    ],
    "dependency_total": 4,
    "dependency_risk_points": 17,
    "dependency_risk_summary": {
      "deps_with_any_advisory": 1,
      "deps_with_recent_advisory_365d": 1,
      "deps_with_active_warning": 0,
      "worst_dep_max_cvss": 8.8,
      "worst_dep_id": "script-security",
      "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": "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)."
        ]
      }
    ],
    "healthscore_value": 100,
    "healthscore_date": "2026-02-21T22:27:34.992273Z",
    "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
    "score_components": {
      "advisory_history": 4,
      "advisory_severity": 9,
      "staleness": 0,
      "active_warnings": 0,
      "governance": 6,
      "dependency": 4,
      "health_score": 0,
      "security_sensitivity": 0
    }
  }
}