Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 00:39 UTC

theculliganman / cartoboost

CartoBoost geospatial and temoporal boosting

Rust · PythonMIT★ 4 Sterne⑂ 2 Forksseit Juni 2026Auf GitHub ansehen ↗

theculliganman/cartoboost erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (91/100) ab, am schwächsten bei Security (36/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

gesamt / 100

Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien

Gut70-84Gesund; geringfügige Lücken

Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen

Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht

Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

Ryan CulliganPersönliches Konto

32 Follower93 öffentliche Reposseit Sept. 2014

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht	Tags
PyPI	cartoboost	0.3.8	120.822	109	vor 0 Tagen	boosting gradient-boosting machine-learning python rust

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

70Gut · 22 % des Gesamtindex

Entwicklungsaktivität

56Mittel

Wie die Bewertung erfolgt

36/36	Push-Aktualität — letzter Push vor 0 Tagen
2.1/36	Commit-Rhythmus — 3/52 Wochen mit Commits
18/18	Commit-Volumen — 153 Commits im letzten Jahr
0/10	OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully

Verwendete Eingangsdaten

commits_last_year	153
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	3

Release-Disziplin

90Exzellent

Wie die Bewertung erfolgt

27/27	Liefert Releases aus — 9 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 0 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 1,3 Tage
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Verwendete Eingangsdaten

releases_count	9
latest_release_tag	v0.3.8
releases_from_tags	nein
days_since_latest_release	0
mean_days_between_releases	1,3

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

42Gefährdet · 18 % des Gesamtindex

Popularität & Verbreitung

8Kritisch

Wie die Bewertung erfolgt

7.7/60	Stars — 4 Stars
0/25	Forks — 2 Forks
0/15	Watcher — 0 Watcher

Verwendete Eingangsdaten

forks	2
stars	4
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community-Gesundheit

50Mittel

Wie die Bewertung erfolgt

22.5/22.5	README
22.5/22.5	Lizenz — anerkannte Lizenz (MIT)
0/18	CONTRIBUTING-Leitfaden
0/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
0/6.3	PR-Vorlage

Verwendete Eingangsdaten

has_readme	ja
has_license	ja
has_contributing	nein
has_issue_template	nein
has_code_of_conduct	nein
has_pull_request_template	nein

Ökosystem-Verbreitung (Downloads)

85Exzellent

Wie die Bewertung erfolgt

67.8/80	Downloads pro Monat — 120.822 Downloads/Monat über pypi
0/20	Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen

Verwendete Eingangsdaten

packages	cartoboost
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	120.822

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

58Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

16Kritisch

Wie die Bewertung erfolgt

9/54	Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
4.1/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 82 % der Commits
2.7/13.5	Breite der Beitragenden — 2 Beitragende
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0

Verwendete Eingangsdaten

bus_factor	1
contributors_sampled	2
top_contributor_share	0,817

Reaktionsfähigkeit bei Issues & PRs

76Gut

Wie die Bewertung erfolgt

46.8/46.8	Issue-Lösungsquote — 100 % der Issues geschlossen
28.7/38.3	PR-Annahme — 12/16 entschiedene PRs gemergt
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Verwendete Eingangsdaten

merged_prs	12
open_issues	0
closed_issues	1
issue_closed_ratio	1
closed_unmerged_prs	4

Eigentümerschaft & Trägerschaft

57Mittel

Wie die Bewertung erfolgt

10/30	Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20	Verifizierte Domain — für Nutzerkonten nicht anwendbar
10.9/25	Reichweite des Inhabers — 32 Follower von TheCulliganMan
25/25	Kontohistorie — 93 öffentliche Repos, Kontoalter ca. 11 Jahre

Verwendete Eingangsdaten

followers	32
owner_type	User
is_verified	—
owner_login	TheCulliganMan
public_repos	93
account_age_days	4.316

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent

Wie die Bewertung erfolgt

25/25	Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20	Versionshistorie — 109 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen

Verwendete Eingangsdaten

packages	cartoboost
ecosystems	pypi
any_deprecated	nein
min_days_since_publish	0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

91Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

92Exzellent

Wie die Bewertung erfolgt

24/24	CI-Workflows — 2 Workflow(s)
24/24	Tests vorhanden
16/16	Linter-Konfiguration
9.6/9.6	Pre-Commit-Hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — keine Daten

Verwendete Eingangsdaten

has_ci	ja
has_tests	ja
has_editorconfig	nein
has_linter_config	ja
has_precommit_config	ja

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.

Dokumentation

90Exzellent

Wie die Bewertung erfolgt

30/30	README
25/25	Dokumentationsverzeichnis
15/15	Dokumentations-/Homepage-Site — https://theculliganman.github.io/CartoBoost/
10/10	Repository-Beschreibung
10/10	Topics — 3 Topics
0/10	Wiki

Verwendete Eingangsdaten

topics	boosting, geography, ml
has_wiki	nein
homepage	https://theculliganman.github.io/CartoBoost/
has_readme	ja
has_docs_dir	ja
has_description	ja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

36Gefährdet · 16 % des Gesamtindex

Sicherheitslage

36Gefährdet

Wie die Bewertung erfolgt

6.8/7.5	Binary-Artifacts — binaries present in source code
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
0/2.5	CI-Tests — keine Daten
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
5/5	Fuzzing — project is fuzzed
2.5/2.5	Lizenz — license file detected
0/7.5	Maintained — project was created within the last 90 days. Please review its contents carefully
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — no SAST tool detected
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5	Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5	Vulnerabilities — 72 existing vulnerabilities detected

Verwendete Eingangsdaten

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	3,6

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

86Exzellent · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

100Exzellent

Wie die Bewertung erfolgt

45/45	Agentenanweisungen — .github/AGENTS.md, .github/workflows/AGENTS.md, AGENTS.md, benches/AGENTS.md, configs/AGENTS.md, crates/AGENTS.md, crates/cartoboost-cli/AGENTS.md, crates/cartoboost-cli/src/AGENTS.md, crates/cartoboost-core/AGENTS.md, crates/cartoboost-core/src/AGENTS.md, crates/cartoboost-core/src/booster/AGENTS.md, crates/cartoboost-core/src/data/AGENTS.md, crates/cartoboost-core/src/explain/AGENTS.md, crates/cartoboost-core/src/loss/AGENTS.md, crates/cartoboost-core/src/metrics/AGENTS.md, crates/cartoboost-core/src/predictors/AGENTS.md, crates/cartoboost-core/src/serialize/AGENTS.md, crates/cartoboost-core/src/splitters/AGENTS.md, crates/cartoboost-core/src/tree/AGENTS.md, crates/cartoboost-core/tests/AGENTS.md, crates/cartoboost-py/AGENTS.md, crates/cartoboost-py/src/AGENTS.md, docs/AGENTS.md, docs/assets/AGENTS.md, docs/assets/lane_level_tests/AGENTS.md, docs/assets/nyc_taxi_benchmarks/AGENTS.md, docs/assets/nyc_taxi_benchmarks/plots/AGENTS.md, docs/assets/splitter_tests/AGENTS.md, examples/AGENTS.md, fuzz/AGENTS.md, fuzz/fuzz_targets/AGENTS.md, python/AGENTS.md, python/cartoboost/AGENTS.md, scripts/AGENTS.md, tests/AGENTS.md, tests/fixtures/AGENTS.md, tests/fixtures/parity/AGENTS.md, tests/goldens/AGENTS.md, tests/integration/AGENTS.md, tests/python/AGENTS.md
15/15	Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
0/40	Lesbare Commit-Historie — keine Daten

Verwendete Eingangsdaten

has_llms_txt	ja
legible_history_share	—
agent_instruction_files	.github/AGENTS.md, .github/workflows/AGENTS.md, AGENTS.md, benches/AGENTS.md, configs/AGENTS.md, crates/AGENTS.md, crates/cartoboost-cli/AGENTS.md, crates/cartoboost-cli/src/AGENTS.md, crates/cartoboost-core/AGENTS.md, crates/cartoboost-core/src/AGENTS.md, crates/cartoboost-core/src/booster/AGENTS.md, crates/cartoboost-core/src/data/AGENTS.md, crates/cartoboost-core/src/explain/AGENTS.md, crates/cartoboost-core/src/loss/AGENTS.md, crates/cartoboost-core/src/metrics/AGENTS.md, crates/cartoboost-core/src/predictors/AGENTS.md, crates/cartoboost-core/src/serialize/AGENTS.md, crates/cartoboost-core/src/splitters/AGENTS.md, crates/cartoboost-core/src/tree/AGENTS.md, crates/cartoboost-core/tests/AGENTS.md, crates/cartoboost-py/AGENTS.md, crates/cartoboost-py/src/AGENTS.md, docs/AGENTS.md, docs/assets/AGENTS.md, docs/assets/lane_level_tests/AGENTS.md, docs/assets/nyc_taxi_benchmarks/AGENTS.md, docs/assets/nyc_taxi_benchmarks/plots/AGENTS.md, docs/assets/splitter_tests/AGENTS.md, examples/AGENTS.md, fuzz/AGENTS.md, fuzz/fuzz_targets/AGENTS.md, python/AGENTS.md, python/cartoboost/AGENTS.md, scripts/AGENTS.md, tests/AGENTS.md, tests/fixtures/AGENTS.md, tests/fixtures/parity/AGENTS.md, tests/goldens/AGENTS.md, tests/integration/AGENTS.md, tests/python/AGENTS.md
agent_instruction_max_bytes	14.815

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

AI-Verify-Loop (Build / Test / Typprüfung)

88Exzellent

Wie die Bewertung erfolgt

18/18	Bootstrap mit einem Befehl — Makefile, justfile
22/22	Automatisierte Tests
11/11	Lint-/Format-Konfiguration
11/11	Statische Typprüfung — python/cartoboost/py.typed, tsconfig.json
10/10	Reproduzierbare Umgebung — lockfile
0/10	Belegte Agentenpraxis — keine Daten
0/8	Automatisierte Wartung — keine Daten
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Verwendete Eingangsdaten

has_nix	nein
has_tests	ja
lockfiles	Cargo.lock, package-lock.json, uv.lock
has_dockerfile	nein
typed_language	ja
bootstrap_files	Makefile, justfile
has_devcontainer	nein
has_linter_config	ja
typecheck_configs	python/cartoboost/py.typed, tsconfig.json
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

97Exzellent

Wie die Bewertung erfolgt

45/45	Typprüfbarer Code — Rust (statisch typisiert)
52.2/55	Handhabbare Dateigrößen — 21/410 Quelldateien über 60 KB

Verwendete Eingangsdaten

primary_language	Rust
largest_source_bytes	418.329
source_files_sampled	410
oversized_source_files	21

Maschinenlesbare AI-Schnittstellen

40Gefährdet

Wie die Bewertung erfolgt

0/40	API-Schema (OpenAPI/GraphQL/proto)
0/20	MCP-Server
40/40	Lauffähige Beispiele — examples, samples

Verwendete Eingangsdaten

example_dirs	examples, samples
has_mcp_signal	nein
api_schema_files	—

Eckdaten

4GitHub-Sterne

2Mitwirkende

153Commits, letzte 12 Monate

0Tage seit letztem Push

9Releases

1Bus-Faktor

0offene Issues

crates.io, npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

Could not fetch crates package 'cartoboost-fuzz' from its registry
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

OpenSSF Scorecard 3.6 / 10

3.6Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-15 00:39 UTC

9	Binary-Artifacts	binaries present in source code
0	Branch-Protection	branch protection not enabled on development/release branches
k. A.	CI-Tests	no pull request found
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
10	Fuzzing	project is fuzzed
10	License	license file detected
0	Maintained	project was created within the last 90 days. Please review its contents carefully
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	no SAST tool detected
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
10	Token-Permissions	GitHub workflow tokens follow principle of least privilege
0	Vulnerabilities	72 existing vulnerabilities detected

Direkte Abhängigkeiten 50

Registry	Paket	Versionsvorgabe	Manifest
crates.io	cartoboost-core	`—`	fuzz/Cargo.toml
crates.io	libfuzzer-sys	`0.4`	fuzz/Cargo.toml
crates.io	serde_json	`1`	fuzz/Cargo.toml
npm	@deck.gl/aggregation-layers	`^9.3.4`	package.json
npm	@deck.gl/core	`^9.3.4`	package.json
npm	@deck.gl/layers	`^9.3.4`	package.json
npm	@deck.gl/mapbox	`^9.3.4`	package.json
npm	@docusaurus/core	`3.10.1`	package.json
npm	@docusaurus/plugin-client-redirects	`3.10.1`	package.json
npm	@docusaurus/preset-classic	`3.10.1`	package.json
npm	@docusaurus/theme-mermaid	`3.10.1`	package.json
npm	@easyops-cn/docusaurus-search-local	`^0.55.2`	package.json
npm	@mdx-js/react	`^3.1.0`	package.json
npm	@mermaid-js/layout-elk	`0.1.9`	package.json
npm	@types/d3	`^7.4.3`	package.json
npm	apache-arrow	`^21.1.0`	package.json
npm	clsx	`^2.1.1`	package.json
npm	d3	`^7.9.0`	package.json
npm	h3-js	`^4.5.0`	package.json
npm	maplibre-gl	`^5.24.0`	package.json
npm	parquet-wasm	`^0.7.1`	package.json
npm	prism-react-renderer	`^2.4.1`	package.json
npm	react	`^19.1.0`	package.json
npm	react-dom	`^19.1.0`	package.json
npm	s2-geometry	`^1.2.10`	package.json
PyPI	numpy	`>=1.23`	pyproject.toml
PyPI	numpy	`>=2.1`	pyproject.toml
PyPI	scikit-learn	`>=1.2`	pyproject.toml
PyPI	scipy	`>=1.16`	pyproject.toml
PyPI	pandas	`>=2.0,<3`	pyproject.toml
PyPI	duckdb	`>=1.0`	pyproject.toml
PyPI	shap	`>=0.49.1,<0.50`	pyproject.toml
PyPI	h3	`>=4.0`	pyproject.toml
PyPI	holidays	`>=0.50,<0.99`	pyproject.toml
PyPI	s2sphere	`>=0.2`	pyproject.toml
PyPI	onnx	`>=1.16`	pyproject.toml
PyPI	optuna	`>=4.0`	pyproject.toml
PyPI	tensorboardX	`>=2.6`	pyproject.toml
PyPI	torch	`>=2.1,<2.5`	pyproject.toml
PyPI	torch	`>=2.7`	pyproject.toml
PyPI	geopandas	`>=1.0`	pyproject.toml
PyPI	matplotlib	`>=3.7`	pyproject.toml
PyPI	pydeck	`>=0.9`	pyproject.toml
PyPI	shapely	`>=2.0`	pyproject.toml
PyPI	polars	`>=1.0`	pyproject.toml
PyPI	chronos-forecasting	`>=1.5`	pyproject.toml
PyPI	timesfm	`>=1.2`	pyproject.toml
PyPI	uni2ts	`>=1.2`	pyproject.toml
PyPI	nixtla	`>=0.6`	pyproject.toml
PyPI	tabpfn	`>=2.0`	pyproject.toml

Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar

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              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~1.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 1.3
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 42,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 8,
            "inputs": {
              "forks": 2,
              "stars": 4,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "4 stars",
                "points": 7.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 85,
            "inputs": {
              "packages": [
                "cartoboost"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 120822
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "120,822 downloads/month across pypi",
                "points": 67.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 120822,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.817
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 82% of commits",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 82
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "merged_prs": 12,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 4
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "12/16 decided PRs merged",
                "points": 28.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 12,
                      "decided": 16
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "followers": 32,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "TheCulliganMan",
              "public_repos": 93,
              "account_age_days": 4316
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "32 followers of TheCulliganMan",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 32,
                      "login": "TheCulliganMan"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~11 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cartoboost"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "109 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 109
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "boosting",
                "geography",
                "ml"
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              "has_wiki": false,
              "homepage": "https://theculliganman.github.io/CartoBoost/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://theculliganman.github.io/CartoBoost/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 36,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
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                "Iran",
                "North Korea"
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            "key": "ai_interfaces",
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
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    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'cartoboost-fuzz' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T00:39:32.834143Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/theculliganman/cartoboost.svg",
  "full_name": "theculliganman/cartoboost",
  "license_state": "standard",
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}

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