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

Bring your own AI

Copy the prompt below and paste it into Claude, ChatGPT, or any other AI assistant. You control what gets shared.

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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 configuration-as-code 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 1.6% of plugins (top 2.9% 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 40 of 2053 · 98th percentile · score 0.800 no advisory within 180 days2023-06 · rank 148 of 2053 · 93th percentile · score 0.691 no advisory within 180 days2023-07 · rank 42 of 2053 · 98th percentile · score 0.778 no advisory within 180 days2023-08 · rank 43 of 2053 · 98th percentile · score 0.788 no advisory within 180 days2023-09 · rank 25 of 2053 · 99th percentile · score 0.844 no advisory within 180 days2023-10 · rank 40 of 2053 · 98th percentile · score 0.795 no advisory within 180 days2023-11 · rank 37 of 2053 · 98th percentile · score 0.812 no advisory within 180 days2023-12 · rank 28 of 2053 · 99th percentile · score 0.837 no advisory within 180 days2024-01 · rank 37 of 2053 · 98th percentile · score 0.811 no advisory within 180 days2024-02 · rank 50 of 2053 · 98th percentile · score 0.775 no advisory within 180 days2024-03 · rank 40 of 2053 · 98th percentile · score 0.797 no advisory within 180 days2024-04 · rank 38 of 2053 · 98th percentile · score 0.799 no advisory within 180 days2024-05 · rank 41 of 2053 · 98th percentile · score 0.784 no advisory within 180 days2024-06 · rank 6 of 2053 · 100th percentile · score 0.836 no advisory within 180 days2024-07 · rank 1 of 2053 · 100th percentile · score 0.894 no advisory within 180 days2024-08 · rank 3 of 2053 · 100th percentile · score 0.857 no advisory within 180 days2024-09 · rank 24 of 2053 · 99th percentile · score 0.763 no advisory within 180 days2024-10 · rank 25 of 2053 · 99th percentile · score 0.773 no advisory within 180 days2024-11 · rank 12 of 2053 · 99th percentile · score 0.816 no advisory within 180 days2024-12 · rank 11 of 2053 · 100th percentile · score 0.815 no advisory within 180 days2025-01 · rank 8 of 2053 · 100th percentile · score 0.814 no advisory within 180 days2025-02 · rank 9 of 2053 · 100th percentile · score 0.812 no advisory within 180 days2025-03 · rank 8 of 2053 · 100th percentile · score 0.827 no advisory within 180 days2025-04 · rank 10 of 2053 · 100th percentile · score 0.798 no advisory within 180 days2025-05 · rank 5 of 2053 · 100th percentile · score 0.852 no advisory within 180 days2025-06 · rank 7 of 2053 · 100th percentile · score 0.813 no advisory within 180 days2025-07 · rank 13 of 2053 · 99th percentile · score 0.782 no advisory within 180 days2025-08 · rank 28 of 2053 · 99th percentile · score 0.732 no advisory within 180 days2025-09 · rank 30 of 2053 · 99th percentile · score 0.726 no advisory within 180 days2025-10 · rank 22 of 2053 · 99th percentile · score 0.732 no advisory within 180 days2025-11 · rank 155 of 2053 · 92th percentile · score 0.612 no advisory within 180 days2025-12 · rank 113 of 2053 · 95th percentile · score 0.629 no advisory within 180 daysadvisory followed within 180 daysno advisory in window
Holdout monthScoreRankShare of panelWhat followed
2025-0778.2%13 of 2,053top 0.58%none within 180 days
2025-0873.2%28 of 2,053top 1.3%none within 180 days
2025-0972.6%30 of 2,053top 1.4%none within 180 days
2025-1073.2%22 of 2,053top 1.0%none within 180 days
2025-1161.2%155 of 2,053top 7.5%none within 180 days
2025-1262.9%113 of 2,053top 5.5%none within 180 days

Risk context

Supporting signals

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

Key risk signals

  • 3 prior advisory record(s) — history +6, recency +0 (0 within 90d, 0 within 365 days); component total +6 (cap 30).
  • No advisory activity in the last 365 days — historical record only.
  • Advisory severity (max CVSS 6.5 — Medium): +7 (cap 15).
  • Latest release: 2026-08-30.
  • Requires Jenkins core 2.541.1.
  • Last commit: September 7, 2026 — live data from GitHub.
  • Recent release activity supports 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).
  • Plugin health score 100/100 — acceptable maintenance posture.
Feature details (34 keys)
{
  "advisory_count": 3,
  "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": 6.5,
  "max_cvss_severity_label_observed": "Medium",
  "swh_present": true,
  "swh_days_since_last_commit": 2.0,
  "swh_commit_count": 75495,
  "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": 2175,
  "has_plugin_snapshot": true,
  "required_core": "2.541.1",
  "dependency_count": 6,
  "security_warning_count": 9,
  "active_security_warning_count": 0,
  "release_timestamp": "2026-08-30T16:04:09+00:00",
  "days_since_release": 25,
  "dependency_plugins": [
    "caffeine-api",
    "commons-lang3-api",
    "commons-text-api",
    "json-api",
    "prism-api",
    "snakeyaml-api"
  ],
  "dependency_total": 6,
  "dependency_risk_points": 0,
  "dependency_risk_summary": {
    "deps_with_any_advisory": 0,
    "deps_with_recent_advisory_365d": 0,
    "deps_with_active_warning": 0,
    "worst_dep_max_cvss": null,
    "worst_dep_id": null,
    "worst_dep_latest_advisory_date": null
  },
  "dependency_missing_data": {
    "snapshot_missing": 0,
    "advisories_missing": 0,
    "healthscore_missing": 0
  },
  "dependency_details_top": [],
  "healthscore_value": 100,
  "healthscore_date": "2026-02-23T05:27:22.541648Z",
  "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
  "score_components": {
    "advisory_history": 6,
    "advisory_severity": 7,
    "staleness": 0,
    "active_warnings": 0,
    "governance": 6,
    "dependency": 0,
    "health_score": 0,
    "security_sensitivity": 0
  }
}
JSON payload
{
  "plugin": "configuration-as-code",
  "score": 19,
  "reasons": [
    "3 prior advisory record(s) — history +6, recency +0 (0 within 90d, 0 within 365 days); component total +6 (cap 30).",
    "No advisory activity in the last 365 days — historical record only.",
    "Advisory severity (max CVSS 6.5 — Medium): +7 (cap 15).",
    "Latest release: 2026-08-30.",
    "Requires Jenkins core 2.541.1.",
    "Recent commit activity (2 days ago) suggests active maintenance.",
    "Recent release activity supports 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).",
    "Plugin health score 100/100 — acceptable maintenance posture."
  ],
  "features": {
    "advisory_count": 3,
    "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": 6.5,
    "max_cvss_severity_label_observed": "Medium",
    "swh_present": true,
    "swh_days_since_last_commit": 2.0,
    "swh_commit_count": 75495,
    "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": 2175,
    "has_plugin_snapshot": true,
    "required_core": "2.541.1",
    "dependency_count": 6,
    "security_warning_count": 9,
    "active_security_warning_count": 0,
    "release_timestamp": "2026-08-30T16:04:09+00:00",
    "days_since_release": 25,
    "dependency_plugins": [
      "caffeine-api",
      "commons-lang3-api",
      "commons-text-api",
      "json-api",
      "prism-api",
      "snakeyaml-api"
    ],
    "dependency_total": 6,
    "dependency_risk_points": 0,
    "dependency_risk_summary": {
      "deps_with_any_advisory": 0,
      "deps_with_recent_advisory_365d": 0,
      "deps_with_active_warning": 0,
      "worst_dep_max_cvss": null,
      "worst_dep_id": null,
      "worst_dep_latest_advisory_date": null
    },
    "dependency_missing_data": {
      "snapshot_missing": 0,
      "advisories_missing": 0,
      "healthscore_missing": 0
    },
    "dependency_details_top": [],
    "healthscore_value": 100,
    "healthscore_date": "2026-02-23T05:27:22.541648Z",
    "healthscore_collected_at": "2026-02-28T16:43:20+00:00",
    "score_components": {
      "advisory_history": 6,
      "advisory_severity": 7,
      "staleness": 0,
      "active_warnings": 0,
      "governance": 6,
      "dependency": 0,
      "health_score": 0,
      "security_sensitivity": 0
    }
  }
}