Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-31 09:59 UTC

Jebel-Quant / rhiza

A collection of reusable configuration templates for modern Python projects

PythonEigene Lizenz★ 13 Sterne⑂ 5 Forksseit Dez. 2025Auf GitHub ansehen ↗

Jebel-Quant/rhiza erreicht einen Gesundheitsindex von 93 von 100 und liegt damit im Bereich Außergewöhnlich. Am stärksten schneidet es bei Engineering Quality (100/100) ab, am schwächsten bei Community & Adoption (45/100). Zuletzt vor 1 Tag aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

93
gesamt / 100
Außergewöhnlich

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

93
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Der gewichtete Gesamtwert 79 wird auf der veröffentlichten Indexskala auf 93 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Jebel QuantOrganisation
24 Follower25 öffentliche Reposseit Juni 2025

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIrhiza0.18.025.37970vor 36 Tagenciconfigurationrufftaskfiletemplates

Metriken nach Kategorie

Vitalität

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

99Außergewöhnlich · 21 % des Gesamtindex

Entwicklungsaktivität

100Außergewöhnlich
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 1.746 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.746
human_commit_share0,72
days_since_last_push1
active_weeks_last_year52

Release-Disziplin

98Außergewöhnlich
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 1 Tagen
27/27Release-Rhythmus — ein Release etwa alle 2,3 Tage
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv1.2.5
releases_from_tagsnein
days_since_latest_release1
mean_days_between_releases2,3

Community & Verbreitung

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

45Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
17.5/60Stars — 13 Stars
5/25Forks — 5 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks5
stars13
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templateja
Wie die Bewertung erfolgt
58.7/80Downloads pro Monat — 25.379 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesrhiza
dependents
ecosystemspypi
total_downloads
monthly_downloads25.379
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?

62Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
2.8/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 88 % der Commits
8.1/13.5Breite der Beitragenden — 6 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled6
top_contributor_share0,877
Wie die Bewertung erfolgt
41.8/42Issue-Lösungsquote — 100 % der Issues geschlossen
26.7/30PR-Annahme — 923/1.039 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs923
open_issues2
closed_issues402
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,995
closed_unmerged_prs116
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.1/25Reichweite des Inhabers — 24 Follower von Jebel-Quant
12.5/25Kontohistorie — 25 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers24
owner_typeOrganization
is_verified
owner_loginJebel-Quant
public_repos25
account_age_days408

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 36 Tagen
20/20Versionshistorie — 70 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesrhiza
ecosystemspypi
any_deprecatednein
min_days_since_publish36

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

100Außergewöhnlich · 19 % des Gesamtindex

Engineering-Praktiken

100Außergewöhnlich
Wie die Bewertung erfolgt
24/24CI-Workflows — 14 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — ruff.toml
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

100Außergewöhnlich
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://jebel-quant.github.io/rhiza/
10/10Repository-Beschreibung
10/10Topics — 16 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsci-cd, configuration-templates, automation, code-quality, devcontainer, developer-tools, docker, github-actions, linting, mkdocs, pytest, python, ruff, template, uv, rhiza
has_wikija
homepagehttps://jebel-quant.github.io/rhiza/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

90Exzellent · 16 % des Gesamtindex

Sicherheitslage

87Exzellent
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool detected
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8,7

Abhängigkeits-Advisories

100Außergewöhnlich
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:rhiza@0.18.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 11 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

81Exzellent · 4 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 65 von 72 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,903
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes9.437
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile, bundles/core/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — ruff.toml
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile
10/10Belegte Agentenpraxis — 62 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 28 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile, bundles/core/Makefile
has_devcontainerja
has_linter_configja
typecheck_configs
agent_commit_share0,62
toolchain_manifests
dependency_bot_commit_share0,28
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/77 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes38.502
source_files_sampled77
oversized_source_files0

Eckdaten

13GitHub-Sterne
6Mitwirkende
1.746Commits, letzte 12 Monate
1Tage seit letztem Push
100Releases
1Bus-Faktor
2offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 5 ⇿
0Sterne
5Forks
70Releases

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.

12345512026-012026-032026-06
Major 0Minor 13Patch 56
OpenSSF Scorecard 8.7 / 10
8.7Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-31 09:59 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool detected
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Alle Abhängigkeiten nicht erhoben

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

Abhängigkeits-Advisories 0

Die Installation von pypi:rhiza@0.18.0 zieht 11 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
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      "created_at": "2025-06-17T12:49:51Z",
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          "kind": "patch",
          "published_at": "2026-07-30T03:35:51Z"
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        {
          "tag": "v1.2.4",
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        {
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          "kind": "minor",
          "published_at": "2026-07-16T13:56:12Z"
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          "tag": "v1.1.3",
          "kind": "patch",
          "published_at": "2026-07-10T14:45:52Z"
        },
        {
          "tag": "v1.1.2",
          "kind": "patch",
          "published_at": "2026-07-10T06:16:53Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2026-07-09T08:49:33Z"
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        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2026-07-09T06:14:21Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2026-07-08T03:58:16Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2026-07-06T11:19:32Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2026-06-30T06:09:19Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-06-28T19:37:35Z"
        },
        {
          "tag": "v0.19.9",
          "kind": "patch",
          "published_at": "2026-06-28T12:59:40Z"
        },
        {
          "tag": "v0.19.8",
          "kind": "patch",
          "published_at": "2026-06-28T11:27:06Z"
        },
        {
          "tag": "v0.19.7",
          "kind": "patch",
          "published_at": "2026-06-27T15:34:41Z"
        },
        {
          "tag": "v0.19.6",
          "kind": "patch",
          "published_at": "2026-06-27T03:36:24Z"
        },
        {
          "tag": "v0.19.5",
          "kind": "patch",
          "published_at": "2026-06-24T08:30:23Z"
        },
        {
          "tag": "v0.19.4",
          "kind": "patch",
          "published_at": "2026-06-22T02:25:36Z"
        },
        {
          "tag": "v0.19.3",
          "kind": "patch",
          "published_at": "2026-06-16T12:49:12Z"
        },
        {
          "tag": "v0.19.2",
          "kind": "patch",
          "published_at": "2026-06-16T12:35:27Z"
        },
        {
          "tag": "v0.19.1",
          "kind": "patch",
          "published_at": "2026-06-15T09:37:43Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2026-06-14T16:25:53Z"
        },
        {
          "tag": "v0.18.10",
          "kind": "patch",
          "published_at": "2026-06-12T20:23:56Z"
        },
        {
          "tag": "v0.18.9",
          "kind": "patch",
          "published_at": "2026-06-10T14:48:32Z"
        },
        {
          "tag": "v0.18.8",
          "kind": "patch",
          "published_at": "2026-06-06T05:10:41Z"
        },
        {
          "tag": "v0.18.7",
          "kind": "patch",
          "published_at": "2026-06-06T04:00:44Z"
        },
        {
          "tag": "v0.18.6",
          "kind": "patch",
          "published_at": "2026-06-04T02:54:54Z"
        },
        {
          "tag": "v0.18.5",
          "kind": "patch",
          "published_at": "2026-05-31T20:13:46Z"
        },
        {
          "tag": "v0.18.4",
          "kind": "patch",
          "published_at": "2026-05-28T16:10:31Z"
        },
        {
          "tag": "v0.18.3",
          "kind": "patch",
          "published_at": "2026-05-28T15:42:43Z"
        },
        {
          "tag": "v0.18.2",
          "kind": "patch",
          "published_at": "2026-05-28T12:59:42Z"
        },
        {
          "tag": "v0.18.1",
          "kind": "patch",
          "published_at": "2026-05-28T12:05:04Z"
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          "body": "* chore: stop requiring deprecated License classifier\n\nPyPI has deprecated the `License ::` trove classifiers in favor of the\nSPDX `license` expression field, so the shipped pyproject test should no\nlonger insist on one.\n\n- Drop `test_license_classifier_present` from the tests bundle.\n- Remove the M\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "test: forbid deprecated License classifier in pyproject (#1430)",
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          "body": "PyPI has deprecated the `License ::` trove classifiers in favor of the\nSPDX `license` expression field, so the shipped pyproject test should no\nlonger insist on one.\n\n- Drop `test_license_classifier_present` from the tests bundle.\n- Remove the MIT `License ::` classifier from the root pyproject.\n- Modernize the root `license` field to the SPDX string form (`\"MIT\"`).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: stop requiring deprecated License classifier (#1429)",
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          "headline": "chore(deps): lock file maintenance (#1428)",
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          "headline": "docs: add generated stats dashboard (#1427)",
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          "headline": "chore(deps): lock file maintenance (#1426)",
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          "body": "Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update dependency typer to v0.27.0 (#1425)",
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          "oid": "d962b771728ff176965265596c6ef7bfe6a15f81",
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          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
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          "author_login": "renovate[bot]",
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          "body": "…5.22 (#1422)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
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          "headline": "chore(deps): update pre-commit hook astral-sh/ruff-pre-commit to v0.1…",
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          "committed_at": "2026-07-17T14:02:31Z",
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          "headline": "chore(deps): update gcr.io/oss-fuzz-base/base-builder-python docker d…",
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          "headline": "Delete .rhiza/make.d/releasing.mk (#1419)",
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          "headline": "chore: release v1.2.1",
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          "committed_at": "2026-07-17T05:14:53Z",
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          "headline": "chore: release v1.2.0 (#1417)",
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          "committed_at": "2026-07-16T13:48:09Z",
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          "body": "* chore: remove all rhiza-tools usage from the template\n\nrhiza-tools has been reduced to a single command; this removes every\n`uvx rhiza-tools` invocation from the Rhiza template and, per the\nretire-all-scanning decision, drops the dependency-vulnerability and\nsuppression gates.\n\n- CI Python matrix:\n[…]\nhored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Thomas Schmelzer <thomas.s@yukkalab.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "fix: Dockerfile CMD, CHANGELOG duplicate, lazy test sources, NPX guar…",
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          "committed_at": "2026-07-11T12:54:48Z",
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          "oid": "9b5c3b7ad4b2325d044c7f27e81331c058f29d06",
          "body": "Signed-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix for Module is imported more than once (#1397)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:20:24Z",
          "body_truncated": false,
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        {
          "oid": "6186f35d243afc5812de35aeeefe5bb3076ef4f3",
          "body": "Fully retire the `claude` bundle (already dropped from all profiles in\n#1392). It shipped Claude Code slash commands under `.claude/commands/`\nthat are no longer maintained here.\n\n- delete bundles/claude/ and the dogfooded root .claude/commands/\n- drop the claude bundle from .rhiza/template-bundles.\n[…]\nle path bundles/core/.rhiza/assets/.\n\nThe opt-in github/gitlab-quality-review bundles (headless claude CLI\nreview) are unaffected.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): remove the claude bundle and its slash commands (#1396)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:19:27Z",
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        {
          "oid": "8e6a8d48b98db05a10b7da67d26fac7ed54508c8",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.2 → 1.1.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:43:04Z",
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        },
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          "oid": "966aee3c134eae7a816b9cadf16737d9ab9b80f9",
          "body": "* test(gitlab): validate GitLab CI templates without a GitLab host\n\nAdds tests/bundles/test_gitlab_ci.py, which assembles a gitlab-project (the\ndownstream sync closure) and exercises it three ways, closing the gap that let\nthe retired uv:*-bookworm image tag slip through GitHub-only CI:\n\n- test_pipe\n[…]\ns Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "test(gitlab): validate GitLab CI templates without a GitLab host (#1394)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:41:53Z",
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        },
        {
          "oid": "88d7e3e4d8437d7064de43fc09aa2610685e8c37",
          "body": "* fix(gitlab): use valid uv image tag 0.11.16-debian (was -bookworm)\n\nAstral no longer publishes OS-codename Docker tags (`-bookworm`) for uv\n0.11.16; the Debian image is now tagged `-debian`/`-trixie`. The old\n`ghcr.io/astral-sh/uv:0.11.16-bookworm` returns 404 on ghcr, breaking every\nGitLab CI job\n[…]\nfied the tag exists on\nghcr for python 3.11–3.14.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: repair stale uv Docker image tags (gitlab + docker bundles) (#1393)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:23:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "da1bd1ab14f64d98e885181ceba7687e290dd0a4",
          "body": "…oject profiles (#1392)\n\nThe claude bundle (Claude Code slash commands) is no longer included by\ndefault in the local, github-project, and gitlab-project profiles. It\nremains a standalone bundle (requires: core) that projects can adopt\nexplicitly. Docs (README profiles table, BUNDLE_TAXONOMY) updated to match.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): drop claude bundle from local/github-project/gitlab-pr…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T10:43:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1c7aba62090f1d8e2a0cd0022862e800986669a1",
          "body": "Adds a `make install-completions` convenience target that copies the\nbundled shell-completion scripts (.rhiza/completions/) into the user's\ncompletion directory, so `make <TAB>` works without manual setup.\n\n- New core fragment bundles/core/.rhiza/make.d/completions.mk (ships to\n  consumers via the c\n[…]\nE; SHELL_KIND scoping).\n\nUses its own `##@ Shell Completion` help section to satisfy the\none-section-per-fragment structure guard.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(make): add install-completions target (#1391)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T09:01:32Z",
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        },
        {
          "oid": "b0748ea2ac6b1b0e3bbf76470b717427cf22a289",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.1 → 1.1.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T06:14:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "259a5e343e83789908a8c3d43962b2ac2897d90c",
          "body": "…lf-test downstream (#1390)\n\n* fix(tests): standardize git_repo fixture on `main`; stop syncing its self-test downstream (#1388)\n\nThe shared `git_repo` fixture hardcoded `master` in three places (remote\nHEAD, local checkout, push), the one spot in the template that disagreed\nwith rhiza's `main` stan\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tests): standardize git_repo fixture on main; stop syncing its se…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T06:04:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "4c1561d3f88e6ed455c49d72bc860eee4782f096",
          "body": "The tests bundle shipped a self-contained, self-testing trio to every\nconsumer repo — the git_repo fixture (in conftest.py), its only consumer\ntest_git_repo_fixture.py, and test_utils.py (whose GIT export only the\nfixture used). None of it is usable by consumers: it exists purely to\ntest itself, so \n[…]\nres). Verified: relocated fixture test + bundle\nsuite pass (45 passed, 2 skipped); full tests/ tree collects cleanly\n(1341 tests).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: stop shipping the git_repo fixture in the tests bundle (#1389)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:33:42Z",
          "body_truncated": true,
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        },
        {
          "oid": "bb8e32006be6258ee8dcb4e3a9af47bed648fb8d",
          "body": "The `dogfood-symlinks` job was gated by\n`if: github.repository == 'jebel-quant/rhiza'`, so in every downstream\nconsumer of this reusable workflow it could only ever appear as a\npermanently-skipped job — pure noise in their CI job list.\n\nIts invariant (root dogfood copies are byte-identical symlinks \n[…]\nRemoving the job keeps the drift guard where it belongs (the test suite)\nand stops leaking a skipped job into downstream projects.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: drop mother-repo-only dogfood symlink guard from reusable CI (#1387)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:03:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a1a30d523526ce01bcf3b40b8c8a24b87be491e3",
          "body": "… bundle (#1386)\n\nThe /rhiza_* Claude Code slash commands lived in the required `core` bundle\n(rhiza_quality, rhiza_release, rhiza_update) and the `book` bundle (rhiza_book),\nforcing .claude/commands/* onto every downstream consumer regardless of whether\nthey use Claude Code. That is inconsistent wi\n[…]\nts/ 1332 passed; .rhiza/tests/ 46 passed/1 skipped; sync-self-check\nclean; template-bundles.yml validates against its JSON schema.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): extract Claude Code commands into a dedicated `claude`…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:48:18Z",
          "body_truncated": true,
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        },
        {
          "oid": "4474112f98e77161cf4d2ecbb0f909a96d07bb12",
          "body": "Docs / discoverability:\n- Move the LFS bundle doc from .rhiza/docs/LFS.md to docs/lfs/LFS.md so it\n  follows the same dogfood-symlink pattern as every other bundle doc and now\n  appears in the book (added to the Development nav in mkdocs.yml). This\n  changes where downstream consumers of the lfs bun\n[…]\nrise-sync / validate into a single parse-time IS_MOTHER_REPO\n  variable, so the origin regex lives in one place and git runs once.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: relocate LFS doc into the book + dedup Makefile fragments (#1385)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:04:03Z",
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        },
        {
          "oid": "cc162bbe38291955e0aa5f3418c1bcfd10fbba24",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.0 → 1.1.1",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:36:04Z",
          "body_truncated": false,
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        {
          "oid": "d3d15a9e38c94077fc787a262086ffa9b3d3f729",
          "body": "…dead template (#1383) (#1384)\n\n* Chore: bump version 1.0.3 → 1.1.0\n\n* test: add missing docstring to TestGitlabImagePinning._gitlab_ci_yml\n\nRestores docstring coverage to 100% (interrogate gate).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(gitlab-ci): single-source uv image, cross-job caching, drop …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:26:42Z",
          "body_truncated": false,
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        {
          "oid": "c9178dbfd10c54310f9e0d2153e8400d0c210ed1",
          "body": "…) (#1382)\n\n* fix: self-provision ty/mypy in typecheck target (#1381)\n\nThe `typecheck` target invoked `ty` and `mypy` with bare `uv run`, which\nonly runs a tool already present in the project environment — it does not\nauto-install. Neither checker is a declared dependency, so on a clean CI\nrunner (`\n[…]\ncommand shape and no longer found the substrings.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: self-provision ty/mypy in typecheck + harmonize GitLab CI (#1381…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T07:57:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "94214b12ebb2747d52de8ab9e3601579495757f4",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.3 → 1.1.0",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:10:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e70e1069f3e3122457005272df6398feaf3db42",
          "body": "…1380)\n\n`.rhiza/requirements/*.txt` (shipped via the core/tests/marimo bundles and\npip-installed by `make install`) overlapped and diverged from pyproject's\n`[dependency-groups]`, and — because the shipped Makefiles ran `uv run <tool>` —\nit silently provisioned every downstream consumer too. Replace\n[…]\nct.py`.\n\nVerified: make test (1304), rhiza-test (46), docs-coverage (100%), typecheck,\ndeptry, fmt all green; uv.lock regenerated.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/requirements; provision tooling on the fly (#…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:09:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9b39ef22575141c4e11209afa98032102c778c1f",
          "body": "…o tests/ (#1379)\n\n* test: move rhiza-managed template tests out of the shipped bundle into tests/\n\nThe `.rhiza/tests` suite ships downstream via the `tests`/`github`/`lfs`\nbundles and runs in every consumer repo (`make rhiza-test`). Many of those\ntests only validate rhiza-managed template files — M\n[…]\n\n  explicitly; the test keeps running on Windows.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: move rhiza-managed template tests out of the shipped bundle int…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T05:26:45Z",
          "body_truncated": true,
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        },
        {
          "oid": "e0df519736ce21aeb9c382004dc307fdd5796ab1",
          "body": "… to rhiza-tools (#1378)\n\nThe suppression-audit and pip-audit tooling that lived in .rhiza/utils/*.py\nmoved into the rhiza-tools package (v0.8.0, #311) as first-class\n`rhiza-tools pip-audit` and `rhiza-tools suppression-audit` commands. Stop\nshipping the scripts from any bundle and call the CLI inst\n[…]\naims retained.\n- Update affected tests and docs (CLAUDE.md, SECURITY.md scope, CI_ENFORCEMENT,\n  GLOSSARY, rhiza_quality command).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/utils; delegate pip-audit & suppression-audit…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T04:53:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dae98a7946ff356ebc415db4f30e9fedb6f7335f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.2 → 1.0.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:55:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "986dcfc92921f42978e591b532bd46d51ce5e6c1",
          "body": "…Rs/MRs (GitHub + GitLab) (#1376)\n\n* Add opt-in github-quality-review bundle (advisory Claude scorecard)\n\nIntroduce a new GitHub overlay bundle that runs the synced /rhiza_quality\ncommand via Claude Code on pull requests and posts an advisory scorecard as\na PR comment. It supplements — never replace\n[…]\n and the job does not error (still allow_failure)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add opt-in quality-review bundles: advisory Claude design review on P…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:50:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "72d7bd5ff080899624741cf2e72c7ca96d46645c",
          "body": "Bumps the github-actions group with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [github/codeql-action/analyze](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [docker/login\n[…]\nsion-update:semver-patch\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps)(deps): bump the github-actions group with 5 updates (#1375)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T06:21:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9298b23ea55079fdc576c527ac5ee8729babd917",
          "body": "…coverage (#1372, #1373) (#1374)\n\nReduce every C-or-worse cyclomatic-complexity block in the Python surface to B\nor better, and document why `make test` runs without a coverage number here.\n\n#1372 — complexity:\n- utils/link_dogfood.py: relink C(20)->B(9) by extracting _classify_dogfood\n  (per-file e\n[…]\n fmt, typecheck, validate (100% cov on .rhiza/utils), and\ntest (1194 passed) all green; radon shows no C-or-worse block remaining.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: eliminate C-ranked complexity blocks; document mother-repo …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-07T04:20:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a68814fd3c916f5e55b3c43740ec332ff901ddf3",
          "body": "Harden the symlink dogfood model introduced on symlink-dogfood-bundles.\n\nCloses #1369: add tests/bundles/test_bundle_dogfood_symlinks.py — for every\ntracked root path with a bundle twin, assert it is either a documented\ncarve-out (a real file) or a symlink resolving into bundles/ byte-identical to\ni\n[…]\npo-only dogfood-symlinks CI job\nthat fails a PR which adds a bundle file (or lets a copy reappear) without\nrunning make sync-self.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(bundles): guard dogfood symlink invariant + CI drift check (#1371)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T13:55:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "749157d7a8115847da2f42d511edb49b098b0e79",
          "body": "…es (#1357)\n\nMake bundles/ the single source of truth for the mother repo's own\ndogfood files. 68 root files (.rhiza/**, .claude/commands/*, top-level\nMakefile/ruff.toml/cliff.toml/LICENSE/pytest.ini, etc.) are now relative\nsymlinks into their owning bundle, so editing the bundle file propagates\naut\n[…]\nf` to (re)create the links\n- add tests/bundles/test_bundle_github_sync.py for the .github copies\n- document the model in CLAUDE.md\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: dogfood bundles via symlinks instead of byte-identical copi…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T11:48:56Z",
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        {
          "oid": "76e9bec5ac5ec09e016253ddc7a4431c53a10a0f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.1 → 1.0.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T11:14:45Z",
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        {
          "oid": "1c9a2185ad47ea447f87cdd83dc7a2f1c4c7cebb",
          "body": "* Initial plan\n\n* Add vscode bundle for recommended extensions and editor settings\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": false,
          "headline": "Add vscode bundle for recommended extensions and editor settings (#1362)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-07-06T11:12:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "086a37d3fed2a0f1eaf5f29f01bce65cfe808fae",
          "body": "* Initial plan\n\n* Add TYPECHECKER option to run ty or mypy instead of both\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": false,
          "headline": "Add TYPECHECKER option to run ty or mypy instead of both (#1360)",
          "author_name": "Copilot",
          "author_login": "Copilot",
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          "headline": "fix(release): retry grayskull while PyPI metadata propagates (#1363)",
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          "headline": "chore(deps): update gcr.io/oss-fuzz-base/base-builder-python docker d…",
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    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "rhiza_benchmark.yml",
        "rhiza_book.yml",
        "rhiza_ci.yml",
        "rhiza_codeql.yml",
        "rhiza_devcontainer.yml",
        "rhiza_docker.yml",
        "rhiza_fuzzing.yml",
        "rhiza_marimo.yml",
        "rhiza_mutation.yml",
        "rhiza_paper.yml",
        "rhiza_quality_review.yml",
        "rhiza_release.yml",
        "rhiza_scorecard.yml",
        "rhiza_weekly.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "ruff.toml"
      ],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "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": 8,
            "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": 10,
            "reason": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 2,
            "reason": "badge detected: InProgress",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/14 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 5 contributing companies or organizations",
            "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": 10,
            "reason": "project is fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "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 28 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": 9,
            "reason": "dependency not pinned by hash detected -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 8,
            "reason": "5 out of the last 5 releases have a total of 5 signed artifacts.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        ],
        "commit": "e5d7005e2d9fc3d5a23b96d13b203b4f2afe3cce",
        "ran_at": "2026-07-31T09:59:37Z",
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      "has_dependabot_config": true
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      "collected": true,
      "ci_last_run_at": "2026-07-30T03:31:55Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-30T02:56:00Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
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          "created_at": "2025-12-13T14:27:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1267,
          "created_at": "2026-06-18T07:22:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
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  },
  "config": {
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    "disabled_components": {}
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  "source": {
    "url": "https://github.com/Jebel-Quant/rhiza",
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    "owner": "Jebel-Quant"
  },
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      "key": "overall",
      "band": "exceptional",
      "name": "Overall health",
      "note": "The weighted overall 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
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            "raw": 79,
            "calibrated": 93,
            "calibration": "2026-08-02"
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      "inputs": {
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        "community": 45,
        "governance": 62,
        "calibration": "2026-08-02",
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        "ai_readiness": 81,
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "weight": 0.21,
        "metrics": [
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            "key": "development_activity",
            "band": "exceptional",
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            "note": null,
            "notes": [],
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            "components": [
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                "key": "push_recency",
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                "key": "commit_cadence",
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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            ]
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            "key": "release_discipline",
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                "key": "ships_releases",
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                "max_points": 36
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              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "points": 27,
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          },
          {
            "key": "abandonment",
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            "notes": [],
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            "inputs": {
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        ],
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      {
        "key": "community",
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        "weight": 0.17,
        "metrics": [
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            "key": "popularity",
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            "notes": [],
            "value": 22,
            "inputs": {
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              "stars": 13,
              "watchers": 1,
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              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
                "name": "Stars",
                "detail": "13 stars",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "5 forks",
                "points": 5,
                "status": "partial",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "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": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 73,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 25379
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "25,379 downloads/month across pypi",
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                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.23,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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              "contributors_sampled": 6,
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                "key": "bus_factor",
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                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
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                      "count": 1
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                  }
                ],
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              },
              {
                "key": "commit_distribution",
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "status": "met",
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                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
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            "inputs": {
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              "closed_issues": 402,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
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              "closed_unmerged_prs": 116,
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              "first_time_prs_merged_30d": null,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 41.8,
                "status": "partial",
                "details": [
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                      "share": 100
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                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "923/1039 decided PRs merged",
                "points": 26.7,
                "status": "partial",
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                    "code": "decided_prs_merged",
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                  }
                ],
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              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
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                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                ],
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              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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            ]
          },
          {
            "key": "stewardship",
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            "inputs": {
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              {
                "key": "verified_domain",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "24 followers of Jebel-Quant",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 24,
                      "login": "Jebel-Quant"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~1 yr old",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "rhiza"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 36
            },
            "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 36 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 36
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "70 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "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": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ci-cd",
                "configuration-templates",
                "automation",
                "code-quality",
                "devcontainer",
                "developer-tools",
                "docker",
                "github-actions",
                "linting",
                "mkdocs",
                "pytest",
                "python",
                "ruff",
                "template",
                "uv",
                "rhiza"
              ],
              "has_wiki": true,
              "homepage": "https://jebel-quant.github.io/rhiza/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://jebel-quant.github.io/rhiza/",
                "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": "16 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 90,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.7
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 23 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": "badge detected: InProgress",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:rhiza@0.18.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:rhiza@0.18.0",
                  "assessed": 11
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 11,
              "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": "exceptional",
            "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": 11,
              "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": "exceptional",
            "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": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.903,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9437
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "65 of 72 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 72
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "bundles/core/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.62,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.28
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, bundles/core/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, bundles/core/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "62 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 62,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "28 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 28,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 38502,
              "source_files_sampled": 77,
              "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": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/77 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 77,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T09:59:56.198477Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/Jebel-Quant/rhiza.svg",
  "full_name": "Jebel-Quant/rhiza",
  "license_state": "custom",
  "license_spdx": null
}

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 v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.