Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 04:29 UTC
ashvardanian / TinySemVer
Tiny Semantic Versioning (SemVer) library with LLMs and GitHub CI, that doesn't depend on 300K lines of JavaScript code and fits in a single Python file
ashvardanian/TinySemVer erreicht einen Gesundheitsindex von 56 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (72/100) ab, am schwächsten bei AI Readiness (19/100). Zuletzt vor 5 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
56
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.
56
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
Ash VardanianPersönliches Konto
1.422 Follower61 öffentliche Reposseit Juli 2012BDFL @ Unum
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 |
|---|---|---|---|---|---|
| PyPI | tinysemver | 3.0.3 | 204 | 21 | vor 5 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
72
Entwicklungsaktivität
59Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 5 Tagen |
| 2.8/36 | Commit-Rhythmus — 4/52 Wochen mit Commits |
| 13/18 | Commit-Volumen — 27 Commits im letzten Jahr |
| 7/10 | OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
Verwendete Eingangsdaten
| commits_last_year | 27 |
| human_commit_share | 1 |
| days_since_last_push | 5 |
| active_weeks_last_year | 4 |
Release-Disziplin
92Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 25 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 5 Tagen |
| 19.8/27 | Release-Rhythmus — ein Release etwa alle 78,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 25 |
| latest_release_tag | v3.0.3 |
| releases_from_tags | nein |
| days_since_latest_release | 5 |
| mean_days_between_releases | 78,3 |
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?
37
Popularität & Verbreitung
26Kritisch
Wie die Bewertung erfolgt
| 23.2/60 | Stars — 28 Stars |
| 2.5/25 | Forks — 3 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 3 |
| stars | 28 |
| watchers | 2 |
| 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 (Apache-2.0) |
| 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)
38Gefährdet
Wie die Bewertung erfolgt
| 30.8/80 | Downloads pro Monat — 204 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | tinysemver |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 204 |
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?
59
Maintainer-Resilienz (Bus-Faktor)
24Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1.3/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 94 % der Commits |
| 4.1/13.5 | Breite der Beitragenden — 3 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,943 |
Wie die Bewertung erfolgt
| 23.4/46.8 | Issue-Lösungsquote — 50 % der Issues geschlossen |
| 30.6/38.3 | PR-Annahme — 8/10 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 8 |
| open_issues | 3 |
| closed_issues | 3 |
| issue_closed_ratio | 0,5 |
| closed_unmerged_prs | 2 |
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 22.7/25 | Reichweite des Inhabers — 1.422 Follower von ashvardanian |
| 25/25 | Kontohistorie — 61 öffentliche Repos, Kontoalter ca. 14 Jahre |
Verwendete Eingangsdaten
| followers | 1.422 |
| owner_type | User |
| is_verified | — |
| owner_login | ashvardanian |
| public_repos | 61 |
| account_age_days | 5.123 |
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 5 Tagen |
| 20/20 | Versionshistorie — 21 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | tinysemver |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 5 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
52
Engineering-Praktiken
44Gefährdet
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 Workflow(s) |
| 0/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | nein |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
65Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://github.com/marketplace/actions/tinysemver |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 8 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | semantic-version, semantic-versioning, devops, devops-tools, github-actions, minimalist, llm, openai-api |
| has_wiki | nein |
| homepage | https://github.com/marketplace/actions/tinysemver |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
54
Sicherheitslage
43Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 5.2/7.5 | Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:tinysemver@3.0.3 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 4 Paketen. Erreichbarkeit wird nicht analysiert.
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.
19
AI-Agentenkontext & Leitlinien
12Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 11.7/40 | Lesbare Commit-Historie — 22 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,22 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 0/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | nein |
| lockfiles | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0 |
| 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 — 0/3 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 35.855 |
| source_files_sampled | 3 |
| oversized_source_files | 0 |
Eckdaten
28GitHub-Sterne
3Mitwirkende
27Commits, letzte 12 Monate
5Tage seit letztem Push
25Releases
1Bus-Faktor
3offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 3 ⇿
0Sterne
3Forks
14Releases
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 1Minor 2Patch 11
OpenSSF Scorecard 4.3 / 10
4.3Gesamtwert
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 |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/19 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 7 | Maintained | 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
Direkte Abhängigkeiten 1
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | rich | >= 13.8.0 | pyproject.toml |
Alle Abhängigkeiten 23
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 2 direkte und 21 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | rich | — | direkt |
| PyPI | rich | 14.2.0 | direkt |
| PyPI | black | 25.9.0 | indirekt |
| PyPI | click | 8.3.0 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | coverage | 7.10.7 | indirekt |
| PyPI | iniconfig | 2.1.0 | indirekt |
| PyPI | markdown-it-py | 4.0.0 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mypy | 1.18.2 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pathspec | 0.12.1 | indirekt |
| PyPI | platformdirs | 4.5.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pygments | 2.19.2 | indirekt |
| PyPI | pytest | 8.4.2 | indirekt |
| PyPI | pytest-cov | 7.0.0 | indirekt |
| PyPI | pytest-mock | 3.15.1 | indirekt |
| PyPI | pytokens | 0.1.10 | indirekt |
| PyPI | ruff | 0.14.0 | indirekt |
| PyPI | tinysemver | 2.1.1 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:tinysemver@3.0.3 zieht 4 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
"data": {
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"semantic-version",
"semantic-versioning",
"devops",
"devops-tools",
"github-actions",
"minimalist",
"llm",
"openai-api"
],
"is_fork": false,
"size_kb": 170,
"has_wiki": false,
"homepage": "https://github.com/marketplace/actions/tinysemver",
"languages": {
"Python": 64591
},
"pushed_at": "2026-07-21T12:14:40Z",
"created_at": "2024-06-02T03:45:58Z",
"owner_type": "User",
"updated_at": "2026-07-21T12:12:48Z",
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"activity": {
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{
"tag": "v3.0.3",
"kind": "patch",
"published_at": "2026-07-21T12:11:26Z"
},
{
"tag": "v3.0.2",
"kind": "patch",
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{
"tag": "v3.0.1",
"kind": "patch",
"published_at": "2026-04-01T18:09:16Z"
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{
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"kind": "major",
"published_at": "2025-10-14T14:04:42Z"
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"published_at": "2024-11-17T12:43:05Z"
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{
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"published_at": "2024-11-17T12:28:45Z"
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{
"tag": "v2.0.8",
"kind": "patch",
"published_at": "2024-11-16T15:16:55Z"
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{
"tag": "v2.0.7",
"kind": "patch",
"published_at": "2024-08-18T02:26:30Z"
},
{
"tag": "v2.0.6",
"kind": "patch",
"published_at": "2024-08-15T18:14:39Z"
},
{
"tag": "v2.0.5",
"kind": "patch",
"published_at": "2024-08-15T17:47:22Z"
},
{
"tag": "v2.0.4",
"kind": "patch",
"published_at": "2024-08-15T02:37:02Z"
},
{
"tag": "v2.0.3",
"kind": "patch",
"published_at": "2024-08-14T16:48:21Z"
},
{
"tag": "v2.0.2",
"kind": "patch",
"published_at": "2024-08-14T16:26:45Z"
},
{
"tag": "v2.0.1",
"kind": "patch",
"published_at": "2024-08-05T20:58:08Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2024-08-05T20:46:38Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2024-08-05T03:47:40Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2024-08-05T03:42:02Z"
},
{
"tag": "v1.3.3",
"kind": "patch",
"published_at": "2024-08-05T03:33:11Z"
},
{
"tag": "v1.3.2",
"kind": "patch",
"published_at": "2024-08-05T03:23:57Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2024-08-05T03:20:06Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2024-08-05T03:05:22Z"
},
{
"tag": "v1.2.5",
"kind": "patch",
"published_at": "2024-06-18T05:05:05Z"
},
{
"tag": "v1.2.4",
"kind": "patch",
"published_at": "2024-06-14T05:40:22Z"
},
{
"tag": "v1.2.3",
"kind": "patch",
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},
{
"tag": "v1.1.3",
"kind": "patch",
"published_at": "2024-06-13T04:58:57Z"
}
],
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{
"oid": "8568f1bb851f446c761abb6fc37a9daaf06bd2b7",
"body": "### Patch\n\n- Docs: Show the uvx and uv-tool one-liners beside pip (48c96a0)\n- Fix: Bump every match of an update-version-in pattern, not just the first (4dce942)\n- Make: Stop unprotecting reviews in the post-release rebase (0c59782)",
"is_bot": false,
"headline": "Release: v3.0.3 [skip ci]",
"author_name": "TinySemVer",
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"committed_at": "2026-07-21T12:11:21Z",
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{
"oid": "48c96a0b713ddb91286e764f5d3e234e965d24c6",
"body": "TinySemVer already exposes a console entry point and ships on PyPI, so it runs under uv with nothing\ninstalled. Add `uvx tinysemver` for an ephemeral local dry-run and `uv tool install tinysemver` for a\npersistent one, next to the existing pip instructions.",
"is_bot": false,
"headline": "Docs: Show the uvx and uv-tool one-liners beside pip",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-21T12:05:36Z",
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{
"oid": "4c68e90cf5fa227282f8d0ee55f4f42e1579899c",
"body": "The test module separated its sections with decorative `# ===` ruler banners. Replace each with a\n`# region Name` / `# endregion Name` pair - the editor fold-marker convention the other repos already\nuse - so sections collapse in an editor and no ornamental separator is left to maintain. Comments only.",
"is_bot": false,
"headline": "Chore: Fold test sections behind region markers, not ruler banners",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-21T11:51:49Z",
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{
"oid": "4dce942f1515676429e2ec4657bff61ec80a074d",
"body": "…irst\n\npatch_with_regex replaced only the first match, so a file that names a dependency more than once - a\nREADME with several install snippets - kept every later occurrence pinned to a stale version. It also\nreported all matches as line 1, reading match.pos rather than match.start.\n\nGive patch_wit\n[…]\nstrings too, and rewriting all of them would duplicate the version. Fix the line-number\nreport, and cover the all-occurrences path, the first-only default, and a full bump over a\nmulti-example README.",
"is_bot": false,
"headline": "Fix: Bump every match of an update-version-in pattern, not just the f…",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
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{
"oid": "0c59782f7a53b6b905c8c040a032f9879d4bef61",
"body": "The rebase job's push-protected step ran with unprotect_reviews, which\ncalls the branch-protection API to delete and restore main-dev's\nrequired reviews around the force-push. The fine-grained token lacks\nthe administration scope for that endpoint, so the call answered 403\nand the job failed after e\n[…]\nhe post-release\nrebase is a fast-forward in the common case, so the review dance is\nunnecessary; if a future setup does require it, grant the token repo\nadministration instead of re-enabling the flag.",
"is_bot": false,
"headline": "Make: Stop unprotecting reviews in the post-release rebase",
"author_name": "Ash Vardanian",
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{
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"body": "### Patch\n\n- Fix: Ignore moving aliases when detecting the last tag (095cc2f)\n- Make: Gate versioning on tests and dogfood the moving tags (fac5e2f)\n- Fix: Warn when moving tags cannot be force-pushed (8a47b82)",
"is_bot": false,
"headline": "Release: v3.0.2 [skip ci]",
"author_name": "TinySemVer",
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"oid": "095cc2fd4cfe3c64ad5e383fac51186ba233aff4",
"body": "get_last_tag ran a bare 'git describe --tags --abbrev=0', which picks\nthe newest annotated tag reachable from HEAD. The moving v3 and v3.0\naliases that push_moving_tags maintains point at the same commit as\nthe real release and are tagged later, so they won the race, and\nparse_version rejected 'v3' \n[…]\nfeature would break its own next release. The describe call now\nmatches only three-component tags, with and without the 'v' prefix,\nand a regression test plants both aliases beside a real release tag.",
"is_bot": false,
"headline": "Fix: Ignore moving aliases when detecting the last tag",
"author_name": "Ash Vardanian",
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"oid": "fac5e2f3f07154831f06d876590baab9b6fddb40",
"body": "Neither workflow ran the test suite: pushes to main-dev only dry-ran\nthe versioner, and pushes to main released without any testing. Both\nnow run pytest over test.py in a leading job the semver job needs, so\na release only happens once the CI is green, and the post-release\nrebase job keeps refreshin\n[…]\n0.0 - the reason\nthe v3 and v3.0 aliases never existed and every consumer pinning\ntinysemver@v3 failed to resolve the action since March. Requires\nTINYSEMVER_TOKEN to keep force-push rights over tags.",
"is_bot": false,
"headline": "Make: Gate versioning on tests and dogfood the moving tags",
"author_name": "Ash Vardanian",
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"body": "The moving-tag pushes run after the version commit and the exact\nvX.Y.Z tag are already on the remote, so the release is complete and\ncannot be retried - the version files are bumped and a re-run raises\nNoNewCommitsError. Raising a RuntimeError there left releases looking\nfailed while being half-pub\n[…]\n The\naliases are a convenience for consumers pinning @vX or @vX.Y, so a\ndenied force-push now prints a warning naming the tag and the remote\nerror, and the release proceeds to the GitHub release step.",
"is_bot": false,
"headline": "Fix: Warn when moving tags cannot be force-pushed",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
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{
"oid": "64c6eaed7db90bbf8e1563234b11ebe70758a204",
"body": "### Patch\n\n- Make: Refresh CI (f1cc2e5)",
"is_bot": false,
"headline": "Release: v3.0.1 [skip ci]",
"author_name": "TinySemVer",
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"committed_at": "2026-04-01T18:09:13Z",
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"oid": "d4e5fa49eb7ac40f5a009cf1e95da4c33aab124e",
"body": "### Major\n\n- Break: Drop all AI features (734832e)\n\n### Minor\n\n- Add: Moving Major and Minor releases (d153cc8)\n- Add: Test and lock dependencies (0547fcc)\n\n### Patch\n\n- Improve: Make moving tags optional (02b4222)\n- Fix: Traceback exception handling (7a677d9)\n- Docs: Repo capitalization (2c56857)\n-\n[…]\nx: Don't override `GITHUB_TOKEN` env var with nil (027d05e)\n- Fix: Return new semantic version (8b4939c)\n- Improve: Normalize `pathlib.Path` to `str` (83679b4)\n- Improve: Check file presence (29ed202)",
"is_bot": false,
"headline": "Release: v3.0.0 [skip ci]",
"author_name": "TinySemVer",
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"body": null,
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"headline": "Improve: Make moving tags optional",
"author_name": "Ash Vardanian",
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"body": null,
"is_bot": false,
"headline": "Docs: Repo capitalization",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
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"body_truncated": false,
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"headline": "Merge: Minus LLMs; Plus Moving Major & Minor Releases",
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"body": null,
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"headline": "Fix: Deprecated `re.sub` positional count",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
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"body": null,
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"headline": "Make: Bump dependencies",
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"author_login": "ashvardanian",
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"headline": "Add: Test and lock dependencies",
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"headline": "Improve: Expose functionality in `__init__`",
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"headline": "Break: Drop all AI features",
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"author_login": "ashvardanian",
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"body": null,
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"headline": "Fix: Match `Feat` verb, as claimed in docs",
"author_name": "Ash Vardanian",
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"body": null,
"is_bot": false,
"headline": "Fix: Don't override `GITHUB_TOKEN` env var with nil",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T12:49:38Z",
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"headline": "Fix: Return new semantic version",
"author_name": "Ash Vardanian",
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"body": null,
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"headline": "Improve: Normalize `pathlib.Path` to `str`",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T12:48:55Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Improve: Check file presence",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-01-13T19:53:10Z",
"body_truncated": false,
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{
"oid": "48818c9da3c4d6da59efde64bce219bbd579903a",
"body": "### Patch\n\n- Fix: Missing symbol (a1b2b8a)",
"is_bot": false,
"headline": "Release: v2.1.1 [skip ci]",
"author_name": "TinySemVer",
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"committed_at": "2024-11-17T12:43:03Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Fix: Missing symbol",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:42:44Z",
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{
"oid": "2f46e4a69e95e723e05bcd5587421b3f346a1fd2",
"body": "### Minor\n\n- Add: AI & Rock-n-Roll (de8e5a2)\n\n### Patch\n\n- Improve: Optional dependencies (4ff62ee)\n- Make: Dependencies of publishing script (66d69f0)\n- Improve: Rich text output (9dbddca)\n- Make: `requirements.txt` (e0b362c)\n- Fix: Missing quote in YAML (f822b2e)\n- Improve: OpenAI action args (c9f5845)",
"is_bot": false,
"headline": "Release: v2.1.0 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2024-11-17T12:28:43Z",
"body_truncated": false,
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{
"oid": "4ff62eea3fdb2209e67b5e66867aec564cc3e39f",
"body": null,
"is_bot": false,
"headline": "Improve: Optional dependencies",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:28:25Z",
"body_truncated": false,
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"oid": "66d69f05965e839cadc4974163db2f0e83e37b64",
"body": null,
"is_bot": false,
"headline": "Make: Dependencies of publishing script",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:12:46Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Improve: Rich text output",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:05:56Z",
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"oid": "e0b362c8f26dbd94e3dcb0b9a37e6dfd88630484",
"body": null,
"is_bot": false,
"headline": "Make: `requirements.txt`",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:01:29Z",
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{
"oid": "f822b2eab6415d8162b6706afa173d009e73e23f",
"body": null,
"is_bot": false,
"headline": "Fix: Missing quote in YAML",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T11:48:22Z",
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{
"oid": "1408723285ddcce64991f1589633c84f7b98bf4e",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of https://github.com/ashvardanian/tinysemver",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T11:42:15Z",
"body_truncated": false,
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},
{
"oid": "c9f58457842e0c0637bf7778e52ad96908be5b35",
"body": null,
"is_bot": false,
"headline": "Improve: OpenAI action args",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T11:41:38Z",
"body_truncated": false,
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},
{
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"headline": "Add: AI & Rock-n-Roll",
"author_name": "Ash Vardanian",
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"committed_at": "2024-11-17T11:28:33Z",
"body_truncated": false,
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{
"oid": "5e070842578dc7477a1b05e8a5b0ae62480ce6eb",
"body": "### Patch\n\n- Improve: Named tuples for commits (1bf5232)\n- Improve: Added function to convert the different commits into a message (4847361)\n- Improve: Added commit hashes to the end of the commit messages (533402b)\n- Improve: Added commit messages to the release notes (0f1c843)",
"is_bot": false,
"headline": "Release: v2.0.8 [skip ci]",
"author_name": "TinySemVer",
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"headline": "Improve: Named tuples for commits",
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{
"oid": "a99b3e05375d7abb7a5219f0664c7858969d250a",
"body": "Add commit descriptions & hashes to the release notes\r\n\r\nCloses #14",
"is_bot": false,
"headline": "Merge pull request #15 from ashbob999/improve-release-notes",
"author_name": "Ash Vardanian",
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"headline": "Improve: Added function to convert the different commits into a message",
"author_name": "ashbob999",
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"headline": "Improve: Added commit hashes to the end of the commit messages",
"author_name": "ashbob999",
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"headline": "Improve: Added commit messages to the release notes",
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{
"oid": "ec863da877b95d46c39cf630cc1e977f8afe20e9",
"body": "Refresh",
"is_bot": false,
"headline": "Merge pull request #13 from ashvardanian/main",
"author_name": "Ash Vardanian",
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"headline": "Release: v2.0.7 [skip ci]",
"author_name": "TinySemVer",
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{
"oid": "d68d159befc944f832b7d3f88fed9ae0dc2d6bdf",
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"is_bot": false,
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"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 94% of commits",
"points": 1.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 94
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"merged_prs": 8,
"open_issues": 3,
"closed_issues": 3,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "8/10 decided PRs merged",
"points": 30.6,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 8,
"decided": 10
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"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": 72,
"inputs": {
"followers": 1422,
"owner_type": "User",
"is_verified": null,
"owner_login": "ashvardanian",
"public_repos": 61,
"account_age_days": 5123
},
"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": "1,422 followers of ashvardanian",
"points": 22.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1422,
"login": "ashvardanian"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "61 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 61
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"tinysemver"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 5
},
"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 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "21 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 21
}
}
],
"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": "moderate",
"name": "Engineering Quality",
"value": 52,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"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": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"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": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
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"semantic-versioning",
"devops",
"devops-tools",
"github-actions",
"minimalist",
"llm",
"openai-api"
],
"has_wiki": false,
"homepage": "https://github.com/marketplace/actions/tinysemver",
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://github.com/marketplace/actions/tinysemver",
"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": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
}
}
],
"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": "moderate",
"name": "Security",
"value": 54,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 43,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.3
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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 not fuzzed",
"points": 0,
"status": "missed",
"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": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
"points": 5.2,
"status": "partial",
"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": "SAST tool is not run on all commits -- score normalized to 0",
"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": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "5 existing vulnerabilities detected",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:tinysemver@3.0.3 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:tinysemver@3.0.3",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 4,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 19,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 12,
"inputs": {
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"legible_history_share": 0.22,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "22 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 11.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
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"has_tests": false,
"lockfiles": [
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"has_dockerfile": false,
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"bootstrap_files": [],
"has_devcontainer": false,
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"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 35855,
"source_files_sampled": 3,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/3 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 3,
"oversized": 0
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}
],
"max_points": 55
}
]
}
],
"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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T04:29:56.002638Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ashvardanian/TinySemVer.svg",
"full_name": "ashvardanian/TinySemVer",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.