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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 07:06 UTC

KyaniteLabs / kinocut

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

PythonApache-2.0★ 88 Sterne⑂ 24 Forksseit März 2026Auf GitHub ansehen ↗

KyaniteLabs/kinocut erreicht einen Gesundheitsindex von 71 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (92/100) ab, am schwächsten bei Security (55/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

71
gesamt / 100
Gut

Software-Gesundheitsindex

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

71
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
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.

Eigentümerschaft

KyaniteLabsOrganisation
5 Follower16 öffentliche Reposseit Apr. 2026

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

Paket-Ökosysteme

Metriken nach Kategorie

Vitalität

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

85Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
11.1/36Commit-Rhythmus — 16/52 Wochen mit Commits
18/18Commit-Volumen — 968 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year968
human_commit_share1
days_since_last_push0
active_weeks_last_year16

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 36 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 8,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count36
latest_release_tagv1.10.0
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases8,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

61Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
31.5/60Stars — 88 Stars
11.3/25Forks — 24 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks24
stars88
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
37.3/80Downloads pro Monat — 630 Downloads/Monat über npm, pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packageskinocut, kinocut
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads630
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?

60Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
1.5/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 94 % der Commits
8.1/13.5Breite der Beitragenden — 6 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled6
top_contributor_share0,935
Wie die Bewertung erfolgt
44.6/46.8Issue-Lösungsquote — 96 % der Issues geschlossen
34/38.3PR-Annahme — 303/341 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs303
open_issues4
closed_issues84
issue_closed_ratio0,955
closed_unmerged_prs38
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
5.6/25Reichweite des Inhabers — 5 Follower von KyaniteLabs
9.6/25Kontohistorie — 16 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers5
owner_typeOrganization
is_verified
owner_loginKyaniteLabs
public_repos16
account_age_days113

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf npm, pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 5 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packageskinocut, kinocut
ecosystemsnpm, pypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

92Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 8 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://kinocut.dev/
10/10Repository-Beschreibung
10/10Topics — 20 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsai-agents, claude, claude-code, cursor, ffmpeg, mcp, mcp-server, python, video, video-editing, agent-tools, ai-video, mcp-tools, model-context-protocol, python-library, video-automation, cli, hyperframes, media-automation, subtitles
has_wikinein
homepagehttps://kinocut.dev/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

55Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/26 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 36 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

64Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
34.7/40Lesbare Commit-Historie — 65 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share0,65
agent_instruction_files.cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes8.032
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
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
54.9/55Handhabbare Dateigrößen — 2/779 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes75.745
source_files_sampled779
oversized_source_files2
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

88GitHub-Sterne
6Mitwirkende
968Commits, letzte 12 Monate
0Tage seit letztem Push
36Releases
1Bus-Faktor
4offene Issues
npm, 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
  • deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 24 ⇿
0Sterne
24Forks
32Releases

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.

048121620242422026-032026-052026-07
Major 1Minor 8Patch 23
OpenSSF Scorecard 5.5 / 10
5.5Gesamtwert

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 · 2026-07-24 07:06 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/26 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities36 existing vulnerabilities detected
Direkte Abhängigkeiten 3
RegistryPaketVersionsvorgabeManifest
PyPImcp>=1.27.0pyproject.toml
PyPIpydantic>=2.13.2pyproject.toml
PyPIrich>=15.0.0pyproject.toml
Alle Abhängigkeiten nicht erhoben

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

JSON-Rohbericht maschinenlesbar
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          "is_bot": false,
          "headline": "fix(release): pin distribution tests to Kinocut 1.10.0",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T06:56:49Z",
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          "body": "…stages\n\nPublish saved-plan stream-to-shorts surfaces and equalize public claims.\nContain render/package output roots under plan.output_dir. Keep production\nacceptance honest: human listening remains open.",
          "is_bot": false,
          "headline": "release(1.10.0): cut over to 155 MCP / 134 CLI with path-safe shorts …",
          "author_name": "Simon Gonzalez De Cruz",
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          "headline": "Merge pull request 'docs: document stream-shorts stages without overs…",
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          "body": "Add STREAM_SHORTS operator guide, wire CLI/TOOLS/client/skill references,\nand record an honest acceptance-status proof that keeps the human listening\ngate open for G004/G005.",
          "is_bot": false,
          "headline": "docs: document stream-shorts stages without overstating readiness",
          "author_name": "Simon Gonzalez De Cruz",
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          "is_bot": false,
          "headline": "Merge pull request 'feat: expose shorts plan review, render, and pack…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:28:48Z",
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        {
          "oid": "6ed264a4eaa81cc0b44bef2eabfda6013947ac7b",
          "body": "Restore the thin facade layout from master and register shorts tools via\na single side-effect import so the architecture guardrail stays green.",
          "is_bot": false,
          "headline": "fix: keep server.py at 179 lines with shorts side-effect import",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:24:38Z",
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        },
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          "oid": "299cd2fba7b5f01248b9678361c471611ec23bd2",
          "body": "Import the shorts tool module for registration side effects only so\nserver.py stays under the 180-line thin-facade limit.",
          "is_bot": false,
          "headline": "fix: register shorts tools without growing server facade",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "body": "Compress shorts tool re-exports so server.py stays within the 180-line\nfacade limit, and apply ruff format to the shorts package/render modules.",
          "is_bot": false,
          "headline": "fix: keep server facade thin and format shorts modules",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:23:45Z",
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        {
          "oid": "f4dc50613404310b1a8fbcd2b8b4a58aaff60247",
          "body": "Add thin CLI, Python client, and MCP surfaces for source-free plan show,\nreview, render, and package stages. Update development surface counts to\n155 MCP tools and 134 CLI commands without claiming a published release.",
          "is_bot": false,
          "headline": "feat: expose shorts plan review, render, and package adapters",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:13:09Z",
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        },
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          "oid": "cb5f0267c8e1713729654e2f9a8f2409a692924d",
          "body": "…losed provenance' (#240) from feat/405-package-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts renders with fail-c…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:12:52Z",
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        },
        {
          "oid": "347157536a9711f4afb790a5c88c6d80137633bc",
          "body": "Add package_approved_candidate to assemble portable platform packages from\nrender receipts after approve, persist package_manifests on the plan, and\nrefuse packaging without current approval or prior renders.",
          "is_bot": false,
          "headline": "feat: package approved shorts renders with fail-closed provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:06:19Z",
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        },
        {
          "oid": "a63d525fc8d49be400f7651ed0b60baeaea16834",
          "body": "…tform drafts' (#239) from feat/405-render-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: render approved shorts with fail-closed pla…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:05:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "db66f1cc4f899932a515b807460a47a56ccae2be",
          "body": "Orchestrate trim, 9:16 resize, edge fades, loudness, captions, and\nthumbnails only after an approve decision. Cache unchanged re-renders\nby digest and persist RenderRecord receipts on the plan.",
          "is_bot": false,
          "headline": "feat: render approved shorts with fail-closed platform drafts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:52Z",
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        },
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          "is_bot": false,
          "headline": "Merge pull request 'feat: record platform render receipts on shorts p…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:28Z",
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        },
        {
          "oid": "bd68f1ea0f374af68ed698faef0f53d0f1081d50",
          "body": "Add optional RenderRecord entries and related plan fields so review-gated\nrender and package stages can persist provenance without inventing\napproval or posting surfaces.",
          "is_bot": false,
          "headline": "feat: record platform render receipts on shorts plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:46:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "1b97102ecf648d53ba4ba8dcc95f6eaf5fffc9c3",
          "body": "… decisions' (#237) from feat/405-review-mutation into master\n\nfeat: mutate shorts plans with fail-closed review decisions",
          "is_bot": false,
          "headline": "Merge pull request 'feat: mutate shorts plans with fail-closed review…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:45:21Z",
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        },
        {
          "oid": "5fb4f586c04e4fa1c2ca62cdfe2fc47e85b7b694",
          "body": "Record append-only human decisions on persisted shorts plans and resolve\napproved candidates only when a current approve stands without unsuitable\nflags, so render stages can fail closed without inventing approval.",
          "is_bot": false,
          "headline": "feat: mutate shorts plans with fail-closed review decisions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bff752aebcf1e2321d7a17ebf211f0c02f642736",
          "body": "…rom simon/feat-405-shorts-plan into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: persist exact shorts review plans' (#236) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:34:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "689f50a5c067b0d06bdd6db1a9bc004fcb5229e6",
          "body": null,
          "is_bot": false,
          "headline": "feat: persist exact shorts review plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:24:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "26eb80c9b6f7f735193af1f4c977fdbb31bcde9b",
          "body": "…nance' (#235) from simon/feat-405-package-writer into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts with verified prove…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:53:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "585c493a90dd0819993e87c513fecc7217c122c0",
          "body": null,
          "is_bot": false,
          "headline": "feat: package approved shorts with verified provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:46:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "497e550a376660efe0f30d16363ae03e2da476ae",
          "body": "…ts' (#234) from simon/feat-405-package-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define deterministic shorts package contrac…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:38:58Z",
          "body_truncated": false,
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        {
          "oid": "d7d1759c5326458b82014afe14b939b93d7ef5b4",
          "body": null,
          "is_bot": false,
          "headline": "feat: preserve package manifests before writing assets",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c6b80406500bd99dd06e8266d8e9d843118d00a",
          "body": "…tion' (#233) from simon/feat-404-audio-fades into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: fade audio edit boundaries before normaliza…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:57:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b9281af54e7bfefbfc1d632787e11bb5956156",
          "body": "…m simon/feat-403-caption-placement into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: block unsafe caption placements' (#232) fro…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671383f3b2c724472603c00ccf963596c052efe4",
          "body": "…rom simon/feat-403-caption-grouping into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: generate editable phrase captions' (#231) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:40:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "e5c6bb2b10f26e92e38c1cf996b6c3793a482228",
          "body": "…#230) from simon/feat-403-caption-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define truthful caption timing contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:10:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e489c12a798a65465e954e861e874d1a8fb1616",
          "body": "… from simon/feat-403-discovery-enrichment into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enrich candidate editorial evidence' (#229)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66ff2c20e131ff9e585ec7722754a02fcc3a1ec0",
          "body": "… from simon/feat-403-discovery-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: discover bounded transcript moments' (#228)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e6c1c1701bdb68bc18f8399b37632f64c510168",
          "body": "…tion' (#227) from simon/feat-402-longform-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: orchestrate replay-safe long-form transcrip…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:45:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "ca4f374f10c427b0a70d261897e82bb4e5594029",
          "body": "…lly' (#226) from simon/feat-402-longform-merge into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: merge long-form transcript overlaps truthfu…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a59d6793a2e0a871a867c78c8fbd6365a86db55b",
          "body": "…(#225) from simon/feat-402-longform-runtime into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: transcribe bounded long-form audio chunks' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:29:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90ab9a45fcab91ef8e6ba1f2e27f5c4a605a1b95",
          "body": "…age' (#224) from simon/feat-402-longform-planning into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: plan complete long-form transcription cover…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:09:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c43b80e81feb092f1c0bf96e11bb1921212593",
          "body": "…s' (#223) from simon/feat-402-longform-foundation into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: establish long-form transcription boundarie…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:58:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e769687f9a34e283502d1b5c3223fbc097d932fe",
          "body": "…(#222) from simon/feat-401-shorts-config into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: centralize shorts configuration contracts' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:37:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c38008bfb8ee8d7acd1795120e1b7149202a1814",
          "body": "…#221) from simon/feat-401-domain-models into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define strict stream candidate contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:12:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28b04830ae378f40c3f253b605307b258c8843ee",
          "body": "… (#220) from simon/feat-404-audio-loudnorm into master",
          "is_bot": false,
          "headline": "Merge pull request 'fix: measure audio before loudness normalization'…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "379c52ea985bdd3aea6c57d6cdafd27062dbed74",
          "body": "…(#219) from simon/feat-401-platform-budgets into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enforce Shorts and Reels duration budgets' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bab967eb410cf19663c8ce35ba10c6f1c7c6bcf",
          "body": "The previous logic emitted low_confidence_tokens_flagged whenever any\ntoken fell below threshold regardless of policy, so omit-mode runs\nmislabelled their warnings and downstream consumers could not trust the\nflag as evidence of in-cue markers.\n\nTrack flagged_count alongside low_confidence_count so \n[…]\n actually substituted with a [?] marker, and let\nthe omit branch own its own warning. Timestamps and visible text are\nunchanged; low_confidence_token_count still reflects every below-\nthreshold token.",
          "is_bot": false,
          "headline": "Only emit flagged warning when a token is actually flagged",
          "author_name": "GJC Executor",
          "author_login": null,
          "committed_at": "2026-07-23T20:57:36Z",
          "body_truncated": true,
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        {
          "oid": "6eab3c8182aa70b6269245a1c05530f0530f3b81",
          "body": null,
          "is_bot": false,
          "headline": "Block captions that overlap protected regions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8f16a97090b301d31dd84d768b7ff7f8894ee00",
          "body": null,
          "is_bot": false,
          "headline": "Preserve uncertain words in editable captions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:24Z",
          "body_truncated": false,
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        {
          "oid": "5b13436475f7d99c34dc56f6de5c3d8e4abf2f5e",
          "body": null,
          "is_bot": false,
          "headline": "Fail closed on ambiguous caption timing",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:11Z",
          "body_truncated": false,
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        {
          "oid": "0fdf6db31b2fdcad635a6b7b9884c93a51a2dee3",
          "body": null,
          "is_bot": false,
          "headline": "Add editorial evidence without inventing copy",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "d8a8311a28513ad29570116b98d20b1d7bb23277",
          "body": "… titles\n\nThe core slice shipped the deterministic discovery loop without explicit\ncontracts on three behaviors that the GLM review flagged as MEDIUM:\n\n* in-window signal preservation was preserved by construction but never\n  tested, so a future refactor could quietly drop out-of-window signals\n  fr\n[…]\nat module load, the in-text scan is a single finditer per excerpt,\nand no enrichment-slice logic (sensitivity, review warnings, adjacent\ncontext) is pulled backward. The slice remains transcript-only.",
          "is_bot": false,
          "headline": "fix(discovery): close GLM core findings on signals, monotonicity, and…",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:56:46Z",
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        {
          "oid": "da6f592221b413739fe265ae84355a0f3b647613",
          "body": null,
          "is_bot": false,
          "headline": "Build deterministic discovery before enrichment",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:19:27Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Orchestrate replay-safe long-form transcription",
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          "headline": "Merge long-form transcript overlaps truthfully",
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          "headline": "Prevent scene overlap from stalling longform plans",
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          "headline": "Fade edit boundaries before measuring loudness",
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          "headline": "Make long-form contracts deeply immutable",
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          "is_bot": false,
          "headline": "Enforce project-local shorts output paths",
          "author_name": "Simon Gonzalez De Cruz",
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          "is_bot": false,
          "headline": "Centralize shorts configuration contracts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T01:23:15Z",
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          "headline": "refactor: remove unused model serialization helper",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:43:45Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix: bind candidate identity to semantic content",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:39:01Z",
          "body_truncated": false,
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        {
          "oid": "f681c954c1e409a4e2470c840857203bb8b9fa6c",
          "body": null,
          "is_bot": false,
          "headline": "feat: define strict stream candidate contracts (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:29:04Z",
          "body_truncated": false,
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        {
          "oid": "e71364f73cfd1432e58d0d1a387d63b73e88e600",
          "body": null,
          "is_bot": false,
          "headline": "fix: make platform budget invariants unrepresentable",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:20:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "10afc1aa5592423593d2d799674411078b8794f4",
          "body": null,
          "is_bot": false,
          "headline": "feat: enforce platform clip duration budgets (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:02:08Z",
          "body_truncated": false,
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        {
          "oid": "13fe45740f529c41d8d0ec9ed0f762fb5675db13",
          "body": null,
          "is_bot": false,
          "headline": "test: pin fail-closed mirror scope",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:42:55Z",
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        {
          "oid": "d6bc447a7eacffa62e637ab05a3b6df51fd1fbb2",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve Forgejo authority without pruning GitHub",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:37:33Z",
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        {
          "oid": "64a9b5aa0049cb3537908c741d8a9c9bda98dc18",
          "body": "## Summary\n\n- route external clone, issue, support, Q&A, ideas, and pull-request\nguidance through GitHub\n- route private vulnerability reports through enabled GitHub private\nvulnerability reporting\n- update package metadata and public launch links so package-directory\nvisitors are not sent to mainta\n[…]\nution resources consistently\npoint to GitHub.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: make GitHub the external contribution surface (#397)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T03:45:16Z",
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        {
          "oid": "a8e01a2f7e64b18254b2fc2e88f4e564128cfd6d",
          "body": "Closes #392. Child of #375.\n\nAdds the ten approved `edit` grouped paths as pure rewrites while\npreserving the existing flat `kino edit timeline.json` command: unknown\nedit actions fall through unchanged to argparse. Grouped help now names\nall four groups without adding parser commands; the public fl\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add collision-safe edit namespace aliases (#395)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T19:12:11Z",
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        },
        {
          "oid": "ec78f24db1dde756bce34768dcbafb76a337063b",
          "body": "Closes #391. Child of #375.\n\nAdds the five approved `qa` grouped paths as pure rewrites to existing\nflat commands. Every flat target remains directly available, no argparse\nnamespace subparser is added, and the public count stays exactly 130.\n\nFocused verification: 84 passed; Ruff clean; grouped `ki\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add QA namespace aliases (#394)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T18:07:57Z",
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        {
          "oid": "0954a7b25e30d56b356a77dfc9ceb5de1ee2a62e",
          "body": "Closes #390. Child of #375.\n\nAdds the nine approved audio grouped paths as pure rewrites to existing\nflat commands, including `audio bed` → `audio-bed`. Flat commands remain\ndirectly available and the public count remains exactly 130.\n\nFocused verification: 72 passed; Ruff clean; grouped audio-bed and flat\nnormalize-audio help replayed successfully. T7a merged-master CI\n29696915559 passed all jobs.\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add audio namespace aliases (#393)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:48:42Z",
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        {
          "oid": "914754490d25fe944d94efe028b6839d4dc48f4d",
          "body": "Closes #388. Child of #375.\\n\\n- rewrites recognized group/action pairs\nbefore argparse while preserving global options\\n- makes all seven\naivideo aliases production-live without adding subparsers\\n- removes the\norphan namespace parser and keeps the flat command set at 130\\n- adds\nruntime parity, da\n[…]\nns, help\noutput, and invalid input scenarios.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: wire reserved-prefix router and aivideo aliases (#389)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:29:04Z",
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        {
          "oid": "d93a1f79d61699d419bc123a8b0221f454f8577f",
          "body": "## Why\n\nCloses #373. The governed audio-bed engine already performs loop/trim,\nducking, loudness normalization, exact keep-video duration verification,\nand `AudioBedReceipt` generation, but it was not reachable through\nnormal public surfaces.\n\n## What changed\n\n- added MCP `video_audio_bed`\n- added P\n[…]\ndle missing required audio inputs.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\n---------\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: expose guarded audio-bed public workflow (#387)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T05:00:11Z",
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        {
          "oid": "cd7a3b0e60e8dbc4b3158573ae9cece606465aa9",
          "body": "## Why\\n\\nCloses #385. Hyperframes has passed two consecutive full CI\nruns on pinned Node 22, so keeping the job informational would now hide\nreal integration regressions.\\n\\n## What changed\\n\\n- removed\n`continue-on-error: true` from `hyperframes-integration`\\n- removed the\nstale informational labe\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: promote Hyperframes integration to required gate (#386)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:24:00Z",
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        {
          "oid": "85456aae6103a1f1f0795492c506b9a5f5c27a86",
          "body": "## Why\n\n`master` CI is red because optional integration matrices rely on stale\nrunner/assets: Hyperframes receives Node 20 although it requires Node\n>=22, and the GitHub FFmpeg 7/8 legs reference expired BtbN daily-build\nURLs.\n\nCloses #383.\n\n## What changed\n\n- pinned the existing approved `actions/s\n[…]\nmpeg 7 and 8 build artifacts used in testing.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: restore Node and FFmpeg matrix compatibility (#384)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:07:31Z",
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          "oid": "4c52d4297ef232e10313789322c482e277c056e3",
          "body": "## Why\n\nPR #361 correctly prevented Hyperframes from hanging without a TTY, but\nit also made `--skip-transcribe` unconditional. That silently inverted\nthe documented `skip_transcribe=False` default across the engine, Python\nclient, CLI, and MCP tool. This restores the public contract without\nreopeni\n[…]\n is small, reversible, and limited to Hyperframes `init`\nargument construction.\n- [x] The implementation worker stayed inside its two-file scope;\nverification was run separately and is recorded above.",
          "is_bot": false,
          "headline": "fix(hyperframes): restore skip-transcribe contract (#380)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T20:29:59Z",
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        {
          "oid": "39273b4805d4d8c8934a69f83276610d823912d9",
          "body": "## Why\n\nOfficial CI was re-enabled for PR #380 and exposed repository-wide Ruff\nformatting drift already present on `master`. Because both CI and PR\nsafety check the entire tree, every code PR fails before tests\nregardless of its own formatting.\n\nCloses #381.\n\n## What changed\n\n- Applied the configur\n[…]\ncodesmith-dark.svg\"></picture></a>\n<sup>Need help on this PR? Tag <code>/codesmith</code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->",
          "is_bot": false,
          "headline": "ci: restore repository-wide Ruff format baseline (#382)",
          "author_name": "Simon Gonzalez De Cruz",
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          "committed_at": "2026-07-18T20:17:09Z",
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        {
          "oid": "a7ac4dc23c2adc33c4fb982b8ab1e98f22c7f5b0",
          "body": "… (#216) from phase2/p6-evidence into master",
          "is_bot": false,
          "headline": "Merge pull request 'P6: correct protected release evidence summaries'…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T01:39:54Z",
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        {
          "oid": "48a8222f621c977e0229d832dd3f93136846d863",
          "body": null,
          "is_bot": false,
          "headline": "docs(release): correct latest release summaries",
          "author_name": "Simon",
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          "committed_at": "2026-07-18T01:29:45Z",
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          "body": "…om phase2/p5-event-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'P5: add durable event consumer cursors' (#209) fr…",
          "author_name": "simon",
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          "committed_at": "2026-07-18T01:24:47Z",
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        {
          "oid": "aa457858ce412680e8b9b02426eb533c36634d29",
          "body": "… phase2/p5-retention into phase2/p5-event-core",
          "is_bot": false,
          "headline": "Merge pull request 'P5: bound acknowledged audit history' (#210) from…",
          "author_name": "simon",
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          "committed_at": "2026-07-18T01:20:36Z",
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          "oid": "e6d94e6653924d86fda7445938146b53d434f8d6",
          "body": "…m phase2/p5-events-tests into phase2/p5-retention",
          "is_bot": false,
          "headline": "Merge pull request 'P5: prove replay and retention safety' (#211) fro…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T01:16:48Z",
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          "oid": "b10bcc2b291d3342cc7aab985740c9d7b475abeb",
          "body": "…om phase2/p5-privacy into phase2/p5-events-tests",
          "is_bot": false,
          "headline": "Merge pull request 'P5: reject unsanitized audit summaries' (#212) fr…",
          "author_name": "simon",
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          "committed_at": "2026-07-18T01:13:01Z",
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        {
          "oid": "a1e6c34ef81a60a4ad18f071bf67244642e95984",
          "body": "…e2/p5-review-fixes into phase2/p5-privacy",
          "is_bot": false,
          "headline": "Merge pull request 'P5: confine cursor supersession' (#213) from phas…",
          "author_name": "simon",
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        {
          "oid": "577bf368f6f1d5741d027d9af099de2af68b7d65",
          "body": "… from phase2/p5-closure into phase2/p5-review-fixes",
          "is_bot": false,
          "headline": "Merge pull request 'P5: protect pending consumers and secrets' (#214)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T01:05:18Z",
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          "oid": "2ae11601705255474e6ad3aa1b29996411747bd5",
          "body": "…rom phase2/p5-full-suite into phase2/p5-closure",
          "is_bot": false,
          "headline": "Merge pull request 'P5: close audit vocabulary verification' (#215) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T00:59:27Z",
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          "headline": "feat(events): add durable consumer cursors",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
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          "headline": "feat(events): bound acknowledged audit history",
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          "headline": "test(events): prove replay and retention safety",
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          "headline": "fix(events): reject unsanitized audit summaries",
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          "author_name": "Simon",
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          "headline": "fix(events): protect pending consumers and secrets",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T00:46:28Z",
          "body_truncated": false,
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                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "16/52 weeks with commits",
                "points": 11.1,
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                "details": [
                  {
                    "code": "commit_cadence_weeks",
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                      "weeks": 16
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "968 commits in the last year",
                "points": 18,
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            ]
          },
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            "notes": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
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            "components": [
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                "key": "ships_releases",
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                "details": [
                  {
                    "code": "releases_published",
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              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "details": [
                  {
                    "code": "release_cadence",
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
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                "status": "excluded",
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                ],
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          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
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            "inputs": {
              "cap": null,
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                    "code": "abandonment_unverified",
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        ],
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      {
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            "components": [
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                      "count": 88
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                "max_points": 60
              },
              {
                "key": "forks",
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 0
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                ],
                "max_points": 15
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            ]
          },
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            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
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                "max_points": 22.5
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                "key": "license",
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                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
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              },
              {
                "key": "code_of_conduct",
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                "status": "met",
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          },
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            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 47,
            "inputs": {
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              "dependents": null,
              "ecosystems": "npm, pypi",
              "total_downloads": null,
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            "components": [
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                "max_points": 80
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                "key": "registry_dependents",
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                    "code": "not_reported_by_this_ecosystem",
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "weight": 0.24,
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "issue_closed_ratio": 0.955,
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            "components": [
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                "key": "issue_resolution",
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                "points": 44.6,
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                    "code": "issues_closed_share",
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                      "share": 96
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                "max_points": 46.75
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                "key": "pr_acceptance",
                "name": "PR acceptance",
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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            ]
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          {
            "key": "stewardship",
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            "notes": [],
            "value": 45,
            "inputs": {
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            "components": [
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                "key": "owner_reach",
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            "notes": [],
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            "inputs": {
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              "ecosystems": "npm, pypi",
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                "key": "published_resolvable",
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                ],
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              },
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                "details": [
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                ],
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                ],
                "max_points": 20
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            ]
          }
        ],
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            "inputs": {
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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                "max_points": 24
              },
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              },
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
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            "inputs": {
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              },
              {
                "key": "documentation_directory",
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              },
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              },
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            ]
          }
        ],
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              {
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            ],
            "value": 55,
            "inputs": {
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              },
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              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
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              },
              {
                "key": "code_review",
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              {
                "key": "contributors",
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              },
              {
                "key": "dangerous_workflow",
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              },
              {
                "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 not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 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 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "36 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "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": {
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              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 5
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            "components": [
              {
                "key": "policy_exposure_multiplier",
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                "points": 100,
                "status": "met",
                "details": [
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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": "moderate",
        "name": "AI Readiness",
        "value": 64,
        "weight": 0,
        "metrics": [
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            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
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              "legible_history_share": 0.65,
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                "key": "agent_instructions",
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                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
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                "detail": "llms.txt present",
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                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
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                "detail": "65 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
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              "has_tests": true,
              "lockfiles": [
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              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "automated_tests",
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              },
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                "key": "lint_format_config",
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                "points": 11,
                "status": "met",
                "details": [],
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              },
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                "key": "static_type_checking",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
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                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 75745,
              "source_files_sampled": 779,
              "oversized_source_files": 2
            },
            "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": "2/779 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 779,
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                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
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                ],
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              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "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",
    "deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T07:06:53.811178Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KyaniteLabs/kinocut.svg",
  "full_name": "KyaniteLabs/kinocut",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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