Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 21:09 UTC
shoumikchow / bbox-visualizer
Make drawing and labeling bounding boxes a piece of cake
shoumikchow/bbox-visualizer erreicht einen Gesundheitsindex von 70 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (76/100) ab, am schwächsten bei AI Readiness (46/100). Zuletzt vor 4 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
70
gesamt / 100Software-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.
70
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
Shoumik ChowdhuryPersönliches Konto
46 Follower20 öffentliche Reposseit Dez. 2014@andium
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 | bbox_visualizer | 1.0.1 | 39.847 | 7 | vor 4 Tagen | bbox-visualizerbounding-boxcomputer-visionvisualization |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
73
Entwicklungsaktivität
65Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 4 Tagen |
| 4.2/36 | Commit-Rhythmus — 6/52 Wochen mit Commits |
| 15.2/18 | Commit-Volumen — 48 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 48 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 6 |
Release-Disziplin
84Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 7 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 4 Tagen |
| 12.6/27 | Release-Rhythmus — ein Release etwa alle 353,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 7 |
| latest_release_tag | v1.0.1 |
| releases_from_tags | nein |
| days_since_latest_release | 4 |
| mean_days_between_releases | 353,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
73
Popularität & Verbreitung
59Mittel
Wie die Bewertung erfolgt
| 42.4/60 | Stars — 412 Stars |
| 12.9/25 | Forks — 36 Forks |
| 3.3/15 | Watcher — 5 Watcher |
Verwendete Eingangsdaten
| forks | 36 |
| stars | 412 |
| watchers | 5 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community-Gesundheit
85Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | nein |
Wie die Bewertung erfolgt
| 61.3/80 | Downloads pro Monat — 39.847 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | bbox_visualizer |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 39.847 |
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?
61
Maintainer-Resilienz (Bus-Faktor)
24Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1.4/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 94 % der Commits |
| 8.1/13.5 | Breite der Beitragenden — 6 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0,937 |
Wie die Bewertung erfolgt
| 46.8/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 34.5/38.3 | PR-Annahme — 56/62 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 56 |
| open_issues | 0 |
| closed_issues | 15 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 6 |
Eigentümerschaft & Trägerschaft
54Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 12/25 | Reichweite des Inhabers — 46 Follower von shoumikchow |
| 21.6/25 | Kontohistorie — 20 öffentliche Repos, Kontoalter ca. 11 Jahre |
Verwendete Eingangsdaten
| followers | 46 |
| owner_type | User |
| is_verified | — |
| owner_login | shoumikchow |
| public_repos | 20 |
| account_age_days | 4.248 |
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 4 Tagen |
| 20/20 | Versionshistorie — 7 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | bbox_visualizer |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 4 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Engineering-Praktiken
66Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://bbox-visualizer.readthedocs.io |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 17 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | computer-vision, computer-vision-tools, cv, labeling, data-labeling, object-detection, object-recognition, bboxes, deep-learning, image-annotation, annotations, annotation, image-labeling, image-labeling-tool, bounding-boxes, bounding-box, boundingbox |
| has_wiki | nein |
| homepage | https://bbox-visualizer.readthedocs.io |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
69
Sicherheitslage
69Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,9 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. 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.
46
AI-Agentenkontext & Leitlinien
32Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 32/40 | Lesbare Commit-Historie — 60 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,6 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 0/10 | Reproduzierbare Umgebung |
| 10/10 | Belegte Agentenpraxis — 13 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 6/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | Makefile |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,13 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/12 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 21.591 |
| source_files_sampled | 12 |
| oversized_source_files | 0 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
412GitHub-Sterne
6Mitwirkende
48Commits, letzte 12 Monate
4Tage seit letztem Push
7Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- deps.dev does not index pypi:bbox_visualizer@1.0.1; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
Weitere Details
Stern- und Fork-Verlauf 412 ★ / 36 ⇿
412Sterne
36Forks
5Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 3Patch 2
Jeder Punkt umfasst 6 Tage.
OpenSSF Scorecard 6.9 / 10
6.9Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/8 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 2
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | opencv-python | >=4.8.1.78 | pyproject.toml |
| PyPI | numpy | >=1.19.0 | pyproject.toml |
Alle Abhängigkeiten 13
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 2 direkte und 11 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | numpy | — | direkt |
| PyPI | opencv-python | — | direkt |
| PyPI | build | — | indirekt |
| PyPI | hatch | — | indirekt |
| PyPI | hatch-fancy-pypi-readme | — | indirekt |
| PyPI | hatch-vcs | — | indirekt |
| PyPI | hatchling | — | indirekt |
| PyPI | mkdocs-material | — | indirekt |
| PyPI | mkdocstrings | — | indirekt |
| PyPI | pytest | — | indirekt |
| PyPI | ruff | — | indirekt |
| PyPI | twine | — | indirekt |
| PyPI | ty | — | indirekt |
Abhängigkeits-Advisories nicht bewertet
Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem
JSON-Rohbericht maschinenlesbar
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"body": "The gallery images dated from 2020 and showed the old label rendering\n(bottom-heavy backgrounds, stroke spilling outside the box, stubby flag\npoles). Regenerate all of them from the current code: the eight style\nimages come straight from the example scripts' output, and the cover is\nrebuilt from cover_source.json with the original per-class colors\nsampled from the old cover.",
"is_bot": false,
"headline": "Regenerate README gallery images; list label_stress example",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-17T19:05:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d00f0648befce7cb83895df6a5dc9d23a6805b7a",
"body": null,
"is_bot": false,
"headline": "style: format and lint code with Ruff",
"author_name": "shoumikchow",
"author_login": "shoumikchow",
"committed_at": "2026-07-17T19:05:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78ed532826f5256fbfccf6004eee0a07dcb3d434",
"body": "Grid of awkward label strings (caps, descenders, punctuation, long\nwords) rendered through every label style plus a font-size sweep, for\neyeballing label layout changes.",
"is_bot": false,
"headline": "Add label stress-test example",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-17T19:00:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a0ac09d0cfed0eb2162dad790c3bfb5f90a0d90",
"body": "The pole rose height/4 above the box, which looks stubby on small boxes.\nFloor it at T_LINE_LENGTH (50px, matching the T-label stem) so small\nboxes get a visible pole; large boxes keep the proportional rise.",
"is_bot": false,
"headline": "Give the flag pole a minimum rise above the box",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-17T18:58:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9fa33286fed716d0ddea82704c63bdb6532e64b",
"body": "…e flag\n\ncv2.getTextSize reports the font's nominal ascent, which overshoots the\ntallest glyphs by ~5px and lowercase-only text by ~11px, making label\nbackgrounds bottom-heavy. Replace _get_text_size with _get_ink_metrics,\nwhich renders the text once on a scratch canvas (cached) and measures the\nact\n[…]\n ascent/descent, so backgrounds get even padding on all sides.\n\nAlso start the flag pole 2px below the flag top: cv2 caps the 3px stroke\npast its endpoint, which poked a nub above the flag background.",
"is_bot": false,
"headline": "Size label backgrounds from real ink metrics; keep flag pole under th…",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-17T17:44:10Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "353fc58f56a5db2b1f23e98e4cf2c35e0cbcef3f",
"body": "Harden CI security: fix tag injection, pin actions to SHAs, bump open…",
"is_bot": false,
"headline": "Merge pull request #76 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-16T17:41:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b4c67381487a2a7154b3b4717e34d0d4a49c9f34",
"body": "…cv floor\n\n - publish.yml: pass tag name via env instead of shell interpolation\n - Pin all GitHub Actions to commit SHAs (with version comments)\n - ruff.yml: scope write permissions to the autofix job\n - pyproject.toml: raise opencv-python floor to >=4.8.1.78 (CVE-2023-4863, libwebp heap overflow in bundled builds)",
"is_bot": false,
"headline": "Harden CI security: fix tag injection, pin actions to SHAs, bump open…",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-16T17:36:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d83222d29df04f30c719dd8ae53c06b5ce0475a",
"body": "Update docs for v1.0.0 changes",
"is_bot": false,
"headline": "Merge pull request #75 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T17:45:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5acb2618b6416011a7c4932adbd92fcf3df6f33b",
"body": "- Document COCO/YOLO bbox_format support in usage.md and update the\n troubleshooting section that claimed VOC was the only format\n- List the runnable example scripts in index.md\n- State the Python 3.10 floor and replace the dead git:// clone URL\n with HTTPS/SSH in installation.md",
"is_bot": false,
"headline": "Update docs for v1.0.0: bbox formats, examples, install fixes",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T17:43:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ec3b14f605ac3044e70edfde894a23c3201bf3d",
"body": "Restore ValueError for None inputs in multi-object functions",
"is_bot": false,
"headline": "Merge pull request #74 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T17:31:23Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "010fbb6fa468a742133b8c43b33c0f717ff8f806",
"body": "The len()-based empty checks from #73 raised TypeError for None inputs;\nguard None explicitly so the error contract stays consistent with\n_validate_bbox and _convert_bbox_to_voc.\n\nAddresses Copilot review comments on #73.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Restore ValueError for None bboxes/labels in multi-object functions",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T17:28:57Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6d2023078f032b4de117e71ec208ff64c265235e",
"body": "Fix numpy input handling and label placement from v1.0.0 review",
"is_bot": false,
"headline": "Merge pull request #73 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T06:26:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e979e4f9ca51df643dbe25f9c14159ca325b1036",
"body": "- Use len() checks instead of truthiness so numpy arrays of bboxes don't\n raise \"truth value is ambiguous\"\n- Accept numpy integer color channels and normalize colors to built-in\n ints in _validate_color (cv2 5.0 rejects numpy scalars)\n- Place labels above the box only when the full background fits, so the\n background is never clipped at the image top\n\nAddresses Copilot review comments on #72.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix numpy input handling and label-above placement from PR review",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T06:24:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f9ff59062d72180dfbcede8054a874fb30f53c4a",
"body": "Release v1.0.0",
"is_bot": false,
"headline": "Merge pull request #72 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T06:13:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be9cb1c1524696271af22d3f5141f42e7230072c",
"body": null,
"is_bot": false,
"headline": "style: format and lint code with Ruff",
"author_name": "shoumikchow",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T06:09:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b049eb6763de0b39829a8331b41f1f757dccaeb",
"body": "Drop --locked from the CI uv sync steps. As a library, shipped installs\nare governed by pyproject.toml ranges, so CI should test against freshly\nresolved dependencies rather than pinned ones. This also fixes CI\nerroring on the lockfile, which was never tracked.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Resolve CI deps fresh instead of from a lockfile",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:58:58Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4eb8a0df2e150384a03145dff43e1ea7506a0ee2",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Document logging control and per-box colors in README and usage docs",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:46:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "18dd0d43fde0f781e113254f9313f7a5d6601dc6",
"body": "Set requires-python >=3.10 (3.9 is EOL) with matching ruff/ty targets\nand a refreshed lockfile. The new target enabled B905/UP038: zips over\nlength-validated lists now use strict=True. Remove .DS_Store files and\ngitignore them.",
"is_bot": false,
"headline": "Bump Python floor to 3.10 and clean up housekeeping",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:43:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a6306d7ed61003c959fc0e11348ffd31a13baba8",
"body": "Accept any 3-length sequence as a color (was tuple-only), drop the\npointless lru_cache on _validate_color, remove the np.array round-trip\nin add_multiple_labels, and delete a duplicate T-label fallback test\nthat claimed to cover the right edge but re-tested vertical space.",
"is_bot": false,
"headline": "Simplify validation and label internals",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:40:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c66a522ffdc960cd3c7628fe0dcab89c92240b3",
"body": "Unify CI into one workflow, keep Ruff auto-fix bot\n\ntest.yml: replace hand-rolled uv install with astral-sh/setup-uv and\nuv sync --locked, run make check so CI matches local. Matrix: 3.10,\n3.12, 3.14. Delete ty.yml (covered by make check). Slim ruff.yml down\nto its auto-fix PR job, using the locked ruff version.",
"is_bot": false,
"headline": "Updated commit message:",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:36:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3a03298a90c70019658982058480aa586d6fa12",
"body": "bbox_color now accepts either a single BGR tuple (unchanged behavior,\nstill batched via cv2.polylines) or a sequence of one color per box,\nwhich falls back to per-box cv2.rectangle since polylines can't batch\nmultiple colors. A color list whose length doesn't match bboxes raises\nValueError.",
"is_bot": false,
"headline": "Add per-box colors to draw_multiple_rectangles",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:30:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ea5f6b97d224a827c482a62869a81068d3bfdcb",
"body": "- add_T_label and draw_flag_with_label fallbacks now forward size,\n thickness, draw_bg, and colors to add_label instead of dropping to\n defaults\n- draw_flag_with_label sizes its label background from real text\n metrics via _get_text_size (moved to _utils.py) instead of a\n hardcoded size-1 measur\n[…]\n output shifts by 1-2 px vs previous releases\n- Collapse add_label's duplicated top/inside branches (Phase 6 item)\n- Tests: bg-contains-text at size=2 incl. descenders; fallback keeps\n caller colors",
"is_bot": false,
"headline": "Fix label layout: real text metrics, descender overflow, box alignment",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:24:45Z",
"body_truncated": true,
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},
{
"oid": "848b70ee6e01050c696198609b561cd0ab6e5f53",
"body": "Remove suppress_warnings and warnings_suppressed; flags.py now logs\nthrough logging.getLogger(__name__). Silence warnings with:\nlogging.getLogger(\"bbox_visualizer\").setLevel(logging.ERROR)",
"is_bot": false,
"headline": "Replace warning suppression API with a module logger (breaking)",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:06:56Z",
"body_truncated": false,
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},
{
"oid": "6819627fb1c2b04a5c6d3381403ccbba7bd6b826",
"body": "All public functions now return a new image and never modify the input.\nPreviously draw_rectangle copied but add_label, add_T_label, and\ndraw_flag_with_label drew on the caller's array in place.\n\n- Copy the input image in add_label, add_T_label, draw_flag_with_label\n- Drop the redundant copy in add_\n[…]\nEADME\n- Add parametrized purity test covering all public functions\n- Fix test_add_label, which only passed because earlier in-place calls\n left pixels behind (black text on black image draws nothing)",
"is_bot": false,
"headline": "Make all drawing functions pure (breaking)",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T05:02:49Z",
"body_truncated": true,
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},
{
"oid": "e3ca468a806fd46cd51632b3f5f142f23d2555e4",
"body": "Float CI test matrix to floor + latest ('3.9', '3.x') so it auto-follows\nnew Python releases, and remove the Python version classifiers from\npyproject.toml. requires-python still gates installs.",
"is_bot": false,
"headline": "Drop per-release Python version maintenance",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-07-08T04:33:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7568b343120603a3dc4c7dfad035377feb2d4cee",
"body": null,
"is_bot": false,
"headline": "Fix type and add ty to Makefile for type checking",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-06-12T01:41:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f552171f4b8ce4cf54dddb12e00c13fdb27edaa",
"body": null,
"is_bot": false,
"headline": "Add support for python 3.13 and python 3.14",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-06-11T06:13:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3dd1e13a4c5090e14baedb9b48cd5767198ea167",
"body": null,
"is_bot": false,
"headline": "Cleanup README",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-06-11T06:02:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7062ed06e1b224362da581e5cf018ffc1948d587",
"body": null,
"is_bot": false,
"headline": "Fix ruff formatting",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-06-11T05:45:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e5efff70b0631678cc48d98e4ce1bf576bd9a8b",
"body": null,
"is_bot": false,
"headline": "Add COCO and YOLO formats for bounding boxes",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-06-11T05:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2b0c37596e0400d89ba0629003eaad91e0493e18",
"body": null,
"is_bot": false,
"headline": "Clean up examples, README.md",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-05-06T04:33:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e751d04f75d3c08f8a1514cb1df2c6c23f6d72ef",
"body": "Merge dev into master",
"is_bot": false,
"headline": "Merge pull request #70 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:57:06Z",
"body_truncated": false,
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},
{
"oid": "7e5b080b640dc6109b0928178511cfd6c0ca699e",
"body": "Add contents: read permission to build, test, and typecheck jobs\nto address CodeQL security warnings about unlimited GITHUB_TOKEN permissions.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): add explicit permissions to workflow jobs",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:49:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "662d4c02fcfb3bda97b3faae62279ebd531902e8",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): trigger workflows on master branch instead of main",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:34:38Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0cba70e82d013ed15a86cfa721f99bdf437e0694",
"body": "ty needs opencv-python and numpy installed to resolve imports.\nAlso renamed workflow to \"Type Check\" for consistent Title Case naming.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): install dependencies for ty type checker",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:22:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c1adbe508d0e91eb2e6fcd49a60ec7cf69cd813f",
"body": "- Non-opaque: use cv2.polylines() to draw all rectangles in single call\n- Opaque: draw all filled rectangles on one overlay, then single alpha blend\n- Achieves 3-40x speedup depending on image size and box count\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf: optimize draw_multiple_rectangles with batched operations",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:08:37Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "62d690b6ddb48879b2ab7792dfa79ebc0e23776e",
"body": "- Remove unused BROWSER_PYSCRIPT\n- Remove bump-version (handled by hatch-vcs)\n- Remove release command (handled by GitHub Actions)\n- Update docs targets for MkDocs\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: clean up Makefile",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T05:06:40Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d89c3b1096f3d964f475800ce278eda94aa35bca",
"body": "- Replace Sphinx with mkdocs-material and mkdocstrings\n- Convert RST files to Markdown\n- Update .readthedocs.yaml for MkDocs build\n- Update pyproject.toml docs dependencies\n- Fix docstring format in warnings_suppressed for better rendering\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: migrate from Sphinx to MkDocs Material",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T05:06:31Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "24ae7bdea0f7d393fdcc003fa83e120557eb9993",
"body": "- Add ty to dev dependencies in pyproject.toml\n- Configure ty for Python 3.9 target version\n- Add GitHub Actions workflow for type checking\n- Fix return type annotation in labels.py to match cv2 stubs\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: add ty type checker with CI workflow",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T04:05:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "369532e1d80d61ac2604e729673e5218d44bf2ae",
"body": "- Update test functions to use draw_box and draw_multiple_boxes\n- Add test to verify aliases work correctly\n- Update example notebooks to use new preferred function names\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update tests and examples to use draw_box naming",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-22T19:00:22Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "978bbe55a5eab86feacba97b81e4c6270fa76cdb",
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"login": "sc0v0ne",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/56802572?v=4"
},
{
"type": "User",
"login": "shreyasvedpathak",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/68227226?v=4"
}
],
"contributors_sampled": 6,
"top_contributor_share": 0.937
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"publish.yml",
"ruff.yml",
"test.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "9 out of 10 merged PRs checked by a CI test -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/8 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 6,
"reason": "dependency not pinned by hash detected -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 9,
"reason": "SAST tool is not run on all commits -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 9,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "180edea0b2851dec985c3aa952809d4f6ecafc63",
"ran_at": "2026-07-21T21:09:18Z",
"aggregate_score": 6.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/shoumikchow/bbox-visualizer",
"host": "github.com",
"name": "bbox-visualizer",
"owner": "shoumikchow"
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"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"security": 69,
"vitality": 73,
"community": 73,
"governance": 61,
"engineering": 76
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 73,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"commits_last_year": 48,
"human_commit_share": 1,
"days_since_last_push": 4,
"active_weeks_last_year": 6
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 4
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}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "6/52 weeks with commits",
"points": 4.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 6
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}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "48 commits in the last year",
"points": 15.2,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 48
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}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 84,
"inputs": {
"releases_count": 7,
"latest_release_tag": "v1.0.1",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 353.3
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "7 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 7
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}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
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}
],
"max_points": 36
},
{
"key": "release_cadence",
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"detail": "a release every ~353.3 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 353.3
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}
],
"max_points": 27
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{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 10
}
]
},
{
"key": "abandonment",
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"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
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"days_since_last_merged_pr": null,
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"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 4 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 4
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}
],
"max_points": 100
}
]
}
],
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},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 73,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"forks": 36,
"stars": 412,
"watchers": 5,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "412 stars",
"points": 42.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 412
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "36 forks",
"points": 12.9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 36
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 5
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"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": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"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",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 77,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 39847
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "39,847 downloads/month across pypi",
"points": 61.3,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 39847,
"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
}
]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 61,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
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"contributors_sampled": 6,
"top_contributor_share": 0.937
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"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
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 94% of commits",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 94
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 6
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 81,
"inputs": {
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"open_issues": 0,
"closed_issues": 15,
"issue_closed_ratio": 1,
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},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "56/62 decided PRs merged",
"points": 34.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
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"decided": 62
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/8 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": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 54,
"inputs": {
"followers": 46,
"owner_type": "User",
"is_verified": null,
"owner_login": "shoumikchow",
"public_repos": 20,
"account_age_days": 4248
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"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",
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}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "46 followers of shoumikchow",
"points": 12,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"login": "shoumikchow"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "20 public repos, account ~11 yr old",
"points": 21.6,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 20
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},
{
"code": "account_age_years",
"params": {
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 4
},
"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"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "7 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
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"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
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{
"key": "engineering",
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"name": "Engineering Quality",
"value": 76,
"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"name": "Engineering practices",
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"notes": [],
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"inputs": {
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"components": [
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"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
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},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.23.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.