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Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.1.0 · 2026-07-28 03:13 UTC

jdwit / ytstudio-cli

Manage your YouTube channel from the terminal. Designed for humans and AI agents.

PythonMIT★ 12 Sterne⑂ 3 Forksseit Jan. 2026Auf GitHub ansehen ↗

jdwit/ytstudio-cli erreicht einen Gesundheitsindex von 63 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (100/100) ab, am schwächsten bei Security (21/100). Zuletzt vor 26 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

63
gesamt / 100
Mittel

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.

63
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 59 wird auf der veröffentlichten Indexskala auf 63 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Jelmer de WitPersönliches Konto
17 Follower9 öffentliche Reposseit Apr. 2012

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIytstudio-cli0.4.2-8vor 27 Tagenanalyticsclicreatorvideoyoutubeyoutube-studio

Metriken nach Kategorie

Vitalität

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

76Gut · 21 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 26 Tagen
7.6/36Commit-Rhythmus — 11/52 Wochen mit Commits
17.9/18Commit-Volumen — 97 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year97
human_commit_share1
days_since_last_push26
active_weeks_last_year11

Release-Disziplin

100Außergewöhnlich
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 6 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 27 Tagen
27/27Release-Rhythmus — ein Release etwa alle 7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count6
latest_release_tagv0.4.2
releases_from_tagsnein
days_since_latest_release27
mean_days_between_releases7

Community & Verbreitung

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

33Gefährdet · 17 % des Gesamtindex
Wie die Bewertung erfolgt
16.9/60Stars — 12 Stars
2.5/25Forks — 3 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks3
stars12
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

58Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 97 % der Commits
4.1/13.5Breite der Beitragenden — 3 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor1
contributors_sampled3
top_contributor_share0,969
Wie die Bewertung erfolgt
36/42Issue-Lösungsquote — 86 % der Issues geschlossen
25.4/30PR-Annahme — 33/39 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs33
open_issues2
closed_issues12
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,857
closed_unmerged_prs6
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
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
9/25Reichweite des Inhabers — 17 Follower von jdwit
19.3/25Kontohistorie — 9 öffentliche Repos, Kontoalter ca. 14 Jahre
Verwendete Eingangsdaten
followers17
owner_typeUser
is_verified
owner_loginjdwit
public_repos9
account_age_days5.229
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 27 Tagen
20/20Versionshistorie — 8 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesytstudio-cli
ecosystemspypi
any_deprecatednein
min_days_since_publish27

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

100Außergewöhnlich · 19 % des Gesamtindex

Engineering-Praktiken

100Außergewöhnlich
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
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://jdwit.github.io/ytstudio-cli/
10/10Repository-Beschreibung
10/10Topics — 14 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsbulk-operation, cli, content-creators, youtube, youtube-analytics, youtube-api, youtube-cli, youtube-studio, python, ai-workflow, automation, agent-skill, skills, youtube-channel
has_wikija
homepagehttps://jdwit.github.io/ytstudio-cli/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

21Gefährdet · 16 % des Gesamtindex
Wie die Bewertung erfolgt
0/30Sicherheitsrichtlinie (SECURITY.md)
0/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfilesuv.lock
manifestspyproject.toml
has_codeql_workflownein
has_security_policynein
has_dependabot_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

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_packages37
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:ytstudio-cli@0.4.2 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 37 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.

45Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
35.2/40Lesbare Commit-Historie — 64 von 97 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,66
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 97
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/36 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes32.174
source_files_sampled36
oversized_source_files0

Eckdaten

12GitHub-Sterne
3Mitwirkende
97Commits, letzte 12 Monate
26Tage seit letztem Push
6Releases
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
  • OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: "{\"message\": \"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\"}\r\n"); skipping Scorecard checks

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 3 ⇿
0Sterne
3Forks
2Releases

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.

12233312026-032026-042026-06
Major 0Minor 2Patch 0
Direkte Abhängigkeiten 8
RegistryPaketVersionsvorgabeManifest
PyPItyper>=0.9.0pyproject.toml
PyPIrich>=13.0.0pyproject.toml
PyPIgoogle-auth>=2.0.0pyproject.toml
PyPIgoogle-auth-oauthlib>=1.0.0pyproject.toml
PyPIgoogle-api-python-client>=2.0.0pyproject.toml
PyPIpackaging>=21.0pyproject.toml
PyPIpydantic>=2.5pyproject.toml
PyPIruamel.yaml>=0.18pyproject.toml
Alle Abhängigkeiten nicht erhoben

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

Abhängigkeits-Advisories 0

Die Installation von pypi:ytstudio-cli@0.4.2 zieht 37 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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          "oid": "8fa621ad79fede0d54535cfb4cec6e2472db2794",
          "body": "* fix: clean error messages for expected API and OAuth failures\n\nhandle_api_error keeps re-raising unknown errors so command-specific\nhandlers can add context. A new CLI boundary (main.cli) turns any\nHttpError/OAuth2Error that reaches the top into a single clean line,\nand _authenticate_local_server catches OAuth denial during login.\n\nCloses #38\n\n* chore: exclude __main__ guard from coverage",
          "is_bot": false,
          "headline": "fix: clean error messages for expected API and OAuth failures (#41)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T08:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64090a09dc0accf5ebcae1740e575f735cb54da4",
          "body": null,
          "is_bot": false,
          "headline": "docs: remove agent skill docs page",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:38:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58a1c9840f31e21e213b16ed4a1ba57d6519184a",
          "body": null,
          "is_bot": false,
          "headline": "docs: trim agent skill publishing notes",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:34:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "259c81697b25c250891f96a38a6115626fbd0ac5",
          "body": null,
          "is_bot": false,
          "headline": "docs: add skill discovery keywords",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4346226600b94e9bbddf385d37ad8141f293d358",
          "body": "* ci: split release workflow and report coverage\n\n* ci: extract reusable test workflow and wire codecov token\n\nshare the lint/test job between ci and release via a workflow_call\nworkflow, and pass codecov_token through from ci so coverage uploads\nare authenticated.\n\n* test: cover update checks and api helpers",
          "is_bot": false,
          "headline": "ci: split release workflow and report coverage (#37)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:24:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d64845edccccebfa9315b40133b759d419eeb3f5",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.4.0",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T15:47:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0d9bf485743b5549d2a707bafe8627380cdfd28",
          "body": "* feat: add harness-agnostic ytstudio agent skill\n\nAuthor a model- and harness-agnostic SKILL.md (open SKILL standard) at\nskills/ytstudio/ that teaches any skill-aware agent to drive the CLI:\nprerequisites, the dry-run/--execute and -o json rules, and per-group\nusage with pointers rather than a full\n[…]\nerence.py and\nguarded against drift by tests/test_skill_reference.py. Add an example upload\nsidecar asset, a docs page, and README/docs links.\n\nCloses #29\n\n* docs: clarify immediate ytstudio mutations",
          "is_bot": false,
          "headline": "feat: add harness-agnostic ytstudio agent skill (#36)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T15:43:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "926ac01266d439669d5c6d465f8ae4af5e0202ca",
          "body": "* feat: add period-over-period growth deltas to analytics overview\n\nCloses #31. overview now queries the previous equal-length window by\ndefault and shows the percent change per metric (green up, red down).\n--no-compare reproduces the single-window output. JSON gains previous\nand pct_change fields; \n[…]\n\n* fix: previous overview window no longer shares a boundary day\n\nPrevious window now ends the day before the current window starts, so the\ntwo equal-length windows do not double-count the shared day.",
          "is_bot": false,
          "headline": "feat: growth deltas in analytics overview (#31) (#35)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T18:44:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ee41da7bfd684a93e00dee53f1e288b61ac8f0e",
          "body": "Add 'ytstudio comments reply COMMENT_ID --text ...' to post a public\nreply to a top-level comment via comments.insert. Validates that the\nparent is a top-level comment id (flat replies) with a clear error on an\ninvalid or reply id, and prints the new reply id like publish/reject.\n\nDocs (comments.md, api-quota.md) and the README feature line updated;\ntests mirror the existing comments tests.",
          "is_bot": false,
          "headline": "feat: comments reply command (#30) (#33)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T09:05:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dc9a31b07dcfe3fe22542016eb2c49bc9d968c8",
          "body": "- api-quota cheatsheet: add playlists.list/items, search.list (100u),\n  and the playlist/playlistItems write operations; reorder by cost\n- mention playlist edits and the 100-unit search.list exception in the intro\n- readme: add a scannable read/write/search/upload cost table linking to\n  the full breakdown",
          "is_bot": false,
          "headline": "docs: complete the quota cost overview (playlists, search) (#32)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T08:53:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d91a37f2e56de5c1368dc40803e70f54baa78960",
          "body": "- playlists: rename 'power moves' to 'recipes', fix watch-later and\n  video-id placeholder examples\n- readme: fix ci badge repo url (ytstudio -> ytstudio-cli), drop\n  nonexistent comments 'reply' feature\n- analytics: correct quota note (analytics api is separate from the\n  data api quota)\n- index: add playlists to highlights and the intro line\n- videos: surface 'videos categories' in list and inspect",
          "is_bot": false,
          "headline": "docs: consistency pass across guides and readme (#28)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T08:24:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43627fdcff5a5265675039957395e834018dca21",
          "body": "* feat: playlists command for bulk playlist operations\n\nAdds ytstudio playlists list/show/create/update/delete/items/add/remove/reorder\ncovering the playlist surface YouTube Studio handles poorly at scale.\n\nPower moves: bulk-add by search query, reorder by views.\nAll writes are dry-run by default; -\n[…]\nad of an unhandled exception\n- CSV output for list and items uses csv.writer so embedded commas,\n  quotes, and newlines survive round-trips\n- docs: new docs/playlists.md guide, added to the Guides nav",
          "is_bot": false,
          "headline": "feat: playlists command for bulk playlist operations (#25)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-09T20:09:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a54919494caaf89c24dc9e546fbb165500cd915",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v0.3.1 (#23)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-08T11:44:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "743af74d7add7d86c483c5eae236002e5e1d7251",
          "body": "* feat: videos categories command to list YouTube category IDs\n\nFetches assignable video categories from the YouTube Data API\n(videoCategories.list) for a given region (default US). Output as\ntable or JSON. Referenced from the sidecar docs so users no longer\nneed a static category-ID table that goes\n[…]\nouTube-imposed default. Hiding it behind a default made it easy to\nupload a batch into the wrong category by accident. UploadSpec now\nrequires category_id; sidecars without it fail validation upfront.",
          "is_bot": false,
          "headline": "feat: videos categories command (#22)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-08T11:39:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8542ae1537aa1aa82995f22f9db634035a2e0db9",
          "body": "…#21)",
          "is_bot": false,
          "headline": "feat(auth): request yt-analytics-monetary scope for revenue metrics (…",
          "author_name": "Max Huk",
          "author_login": "maxhuk",
          "committed_at": "2026-06-07T18:30:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6904dda2a97fe38bf6a5f934950e2661ac7aee3b",
          "body": "…(#20)",
          "is_bot": false,
          "headline": "docs: enable mermaid diagrams via pymdownx.superfences custom_fences …",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-31T19:07:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b0ed8d2d21c1358c5caeb411c8a9dfb91d1b38c",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix title in index",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:05:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c6e60a5ed27c37a1acf7457795ec45d4d748b6",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix title in index",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:02:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "748be67be455f29df7d78154845f79e2b2be8c73",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v0.3.0 (#19)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:00:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11043d7b856e0539ecfc1b2929fc59ec6647dc43",
          "body": null,
          "is_bot": false,
          "headline": "docs: page title back to canonical ytstudio (#18)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:58:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9552fd204decbe1bbe11bbf019755249ef59c17c",
          "body": "* chore: remove demo mode\n\nDemo mode (YTSTUDIO_DEMO=1) was a parallel codepath that intercepted\nget_data_service / get_analytics_service and replaced them with hand-rolled\nfakes backed by bundled JSON fixtures. It was useful early on for showing\nthe CLI without OAuth, but it has stopped paying for i\n[…]\ncoverage\n  gap left after the demo-patched test_overview was removed.\n- Delete the orphaned demo.gif from the repo root; nothing referenced it.\n- Drop the now-meaningless `demo/` line from .gitignore.",
          "is_bot": false,
          "headline": "chore: remove demo mode (#16)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:45:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3073a362362a6f78e8237df3bde22a1b54c7eff",
          "body": "- one tagline everywhere: \"Manage and analyze your YouTube channel from\n  the terminal. Designed for humans and AI agents.\" (readme, docs index,\n  mkdocs site_description, pyproject)\n- readme: top NOTE callout linking to disclaimer section; plain prose\n  disclaimer at the bottom (no callout there)\n- docs: warning admonition in disclaimer section\n- docs index: drop highlight icons, rephrase \"what it is\" / \"why it\n  exists\", tighten readme docs-link blurb\n- new ascii header image",
          "is_bot": false,
          "headline": "docs: unify tagline and add not-a-google-product disclaimer (#17)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:38:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2318e96cea1b95e90d7f2e814f32a5e492c67d25",
          "body": "* docs: mkdocs-material site with auto-generated command reference\n\nNew documentation site at docs/ powered by Material for MkDocs:\n\n- Topic pages: index, installation, OAuth setup, multi-channel profiles,\n  bulk video updates, live broadcasts, comments, analytics, and an API\n  quota cheatsheet.\n- A\n[…]\nons/deploy-pages flow. requires the\nrepo's pages source to be set to \"github actions\".\n\n* ci: pin setup-uv to v8.1.0 (no floating v8 tag yet)\n\n* ci: use setup-uv floating @v7 (no @v8 floating tag yet)",
          "is_bot": false,
          "headline": "docs: mkdocs-material site with auto-generated command reference (#14)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:17:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8ba88b90ba351e856d39225a6763965718686f55",
          "body": "Adds `ytstudio videos upload <path>` to upload one or more videos described by\nyaml sidecars, plus a `--scheduled` filter on `videos list` and supporting\ndocs.\n\nPipeline:\n\n- discover() pairs each video with a matching `.yaml` sidecar and optional\n  `.jpg`/`.png` thumbnail, raising on orphan sidecars\n[…]\nideo_id\n  and a manual-patch hint so a re-run does not duplicate the upload.\n\nTooling:\n\n- README documents `uv run pre-commit install` so local commits run the same\n  ruff check + ruff format CI runs.",
          "is_bot": false,
          "headline": "feat: videos upload command from yaml sidecars",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T14:42:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51ccd1123f1939f674c75788e707b3f13de486ee",
          "body": "Highlights since v0.1.1:\n\n- Multi-channel profile support: 'ytstudio profile add/use/list/remove'\n  with per-profile credential storage and automatic migration from\n  single-channel installs (#10).\n- New 'ytstudio livestreams' command: list/show/schedule/start/stop/update\n  YouTube live broadcasts, with stream-key handling and demo-mode support\n  (#12).\n- New 'yts' short CLI alias (#11).",
          "is_bot": false,
          "headline": "chore: bump version to v0.2.0 (#13)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:52:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e86ae321fbca27611d85d702ec4f082cbdedcfd4",
          "body": null,
          "is_bot": false,
          "headline": "feat: livestreams command for managing YouTube live broadcasts (#12)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:50:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55858490f786f27cd5090286e3f9bda88ba24fc0",
          "body": null,
          "is_bot": false,
          "headline": "chore: add yts as short alias for the ytstudio CLI (#11)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af0fbfb5405c12f8923fcd394827613e1107da87",
          "body": "* feat: multi-channel support via named profiles\n\nStore each YouTube login under its own named profile so the CLI can manage\nmultiple channels. All existing commands operate on the active channel.\n\n- config: profiles/<name>/credentials.json, state.json active_profile,\n  YTSTUDIO_PROFILE env override\n[…]\nration.\n\nTests cover profile propagation through get_authenticated_service, the\nonce-resolved profile in authenticate(), atomic state.json writes, and\nthat migration ignores stray invalid directories.",
          "is_bot": false,
          "headline": "feat: multi-channel support via named profiles (#10)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:14:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cf70924118aa8532662e4e9249ded0583559348",
          "body": "feat: add headless login flow",
          "is_bot": false,
          "headline": "Merge pull request #9 from adrianorocha-dev/feat/headless-login",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-23T20:04:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ae7f83b2077c92198204ea9f77ee61aa0ecef50",
          "body": null,
          "is_bot": false,
          "headline": "fix: avoid insecure headless auth response",
          "author_name": "Adriano Rocha",
          "author_login": "adrianorocha-dev",
          "committed_at": "2026-05-07T01:09:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00d539a85dbdccea0f879b5c38bdab7ec9c25825",
          "body": null,
          "is_bot": false,
          "headline": "feat: add headless login flow",
          "author_name": "Adriano Rocha",
          "author_login": "adrianorocha-dev",
          "committed_at": "2026-05-07T00:59:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "761e64cc601fabeb77f96f2ad79dee95fad51236",
          "body": null,
          "is_bot": false,
          "headline": "bump version to v0.1.1",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-20T17:25:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ae21754977f7978b813bfbc0850fdaf8d85c5fe",
          "body": null,
          "is_bot": false,
          "headline": "use search api for search-replace + add test coverage",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-20T17:22:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ec25372bbafac940b192f80a07857fd4d8bb2a7",
          "body": null,
          "is_bot": false,
          "headline": "add editorconfig and quota section to readme",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-13T14:05:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "838728776d9488ba4c92ad4a335496306ee43fe0",
          "body": null,
          "is_bot": false,
          "headline": "remove separate publish workflow",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-13T13:07:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04888b4b5565e0f18fdc11d4919f67c5e02cdd1f",
          "body": "add analytics query command with metrics/dimensions registry",
          "is_bot": false,
          "headline": "Merge pull request #2 from jdwit/feature/analytics-query",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-13T13:04:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "635abfbef5cad37e0e1b28fa09e09ee0bc4cf4d6",
          "body": null,
          "is_bot": false,
          "headline": "refactor analytics and add demo gif to readme",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-13T13:02:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74f7c0a44790875a6b93ab7751b391fecd0f33ae",
          "body": null,
          "is_bot": false,
          "headline": "add pypi publish workflow",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-11T14:51:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3ee7886ffb4b8214e97ad8dbc126c00502f53f2",
          "body": null,
          "is_bot": false,
          "headline": "fix formatting (ruff format)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-07T05:35:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b9a22bc05855a06f87b59a3ae5bbb19061a0e54",
          "body": "- analytics query: raw query engine with full access to YouTube Analytics API\n  supports all metrics, dimensions, filters, date ranges, sorting, and limits\n  output formats: table, json, csv\n\n- analytics metrics: list and inspect available metrics\n  filterable by group, shows core/monetary tags, det\n[…]\nd 25 dimensions\n  includes descriptions, groups, core/monetary/filter-only flags\n  validation with fuzzy matching for typo suggestions (levenshtein)\n\n- 22 new tests (39 total for analytics + registry)",
          "is_bot": false,
          "headline": "add analytics query command with metrics/dimensions registry",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-02-06T19:24:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3f960a9d95785d5b1de84e6d3a6bad1fef3b08a8",
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                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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",
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                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "cli",
                "content-creators",
                "youtube",
                "youtube-analytics",
                "youtube-api",
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                "youtube-studio",
                "python",
                "ai-workflow",
                "automation",
                "agent-skill",
                "skills",
                "youtube-channel"
              ],
              "has_wiki": true,
              "homepage": "https://jdwit.github.io/ytstudio-cli/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
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                "key": "readme",
                "name": "README",
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                "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://jdwit.github.io/ytstudio-cli/",
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                "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": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
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              "lockfiles": [
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              ],
              "manifests": [
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              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
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                "name": "Dependabot config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
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                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "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:ytstudio-cli@0.4.2 runtime dependency closure — what installing the published package pulls in — 37 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
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                  "assessed": 37
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
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              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 37,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                    "params": {}
                  }
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                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
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                "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": 37,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": [
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                    "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": {
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                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 3
            },
            "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
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.66,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
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                "max_points": 45
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                "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": "64 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
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              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
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                "details": [],
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              },
              {
                "key": "reproducible_environment",
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                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 97",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 97
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 32174,
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              "oversized_source_files": 0
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            "components": [
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                "points": 0,
                "status": "missed",
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/36 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
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                    "code": "oversized_source_files",
                    "params": {
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                "max_points": 55
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        ],
        "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)."
      }
    ],
    "metrics_version": "2.1.0"
  },
  "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",
    "OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: \"{\\\"message\\\": \\\"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\\\"}\\r\\n\"); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T03:13:55.909832Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jdwit/ytstudio-cli.svg",
  "full_name": "jdwit/ytstudio-cli",
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}

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