Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-23 01:58 UTC

Brandcode-Studio / brandsystem-mcp

Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .brand runtime through MCP.

TypeScriptMIT★ 9 Sterne⑂ 0 Forksseit März 2026Auf GitHub ansehen ↗

Brandcode-Studio/brandsystem-mcp erreicht einen Gesundheitsindex von 67 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (83/100) ab, am schwächsten bei Community & Adoption (46/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

67
gesamt / 100
Mittel

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.

67
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

Brandcode-StudioOrganisation
1 Follower2 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?

83Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
7.6/36Commit-Rhythmus — 11/52 Wochen mit Commits
18/18Commit-Volumen — 274 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year274
human_commit_share0,94
days_since_last_push0
active_weeks_last_year11

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 62 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,2 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count62
latest_release_tagv0.16.1
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases0,2
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?

46Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
14.6/60Stars — 9 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars9
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)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
47.8/80Downloads pro Monat — 3.822 Downloads/Monat über npm
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packages@brandsystem/mcp
dependents
ecosystemsnpm
total_downloads
monthly_downloads3.822
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?

51Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
29.2/46.8Issue-Lösungsquote — 62 % der Issues geschlossen
37.5/38.3PR-Annahme — 51/52 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/24 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs51
open_issues3
closed_issues5
issue_closed_ratio0,625
closed_unmerged_prs1
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
2.2/25Reichweite des Inhabers — 1 Follower von Brandcode-Studio
4/25Kontohistorie — 2 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers1
owner_typeOrganization
is_verified
owner_loginBrandcode-Studio
public_repos2
account_age_days93

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf npm
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 2 Tagen
20/20Versionshistorie — 63 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packages@brandsystem/mcp
ecosystemsnpm
any_deprecatednein
min_days_since_publish2

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 5 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.brandcode.studio/
10/10Repository-Beschreibung
10/10Topics — 11 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsai-agents, brand-governance, brand-guidelines, brand-identity, brand-voice, claude, codex, cursor, design-tokens, mcp, model-context-protocol
has_wikinein
homepagehttps://www.brandcode.studio/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

79Gut · 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 — 30 out of 30 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 0/24 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories4
affected_packages3
assessed_packages276
unassessed_packages0
affected_by_severityhigh 1, moderate 1, low 1
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 276 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

72Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
26.7/40Lesbare Commit-Historie — 47 von 94 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share0,5
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes9.497
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — tsconfig.json
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 33 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 6 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json
has_dockerfilenein
typed_languageja
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configstsconfig.json
agent_commit_share0,33
toolchain_manifests
dependency_bot_commit_share0,06
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — TypeScript (statisch typisiert)
54.5/55Handhabbare Dateigrößen — 2/219 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageTypeScript
largest_source_bytes77.811
source_files_sampled219
oversized_source_files2
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalja
api_schema_files

Eckdaten

9GitHub-Sterne
1Mitwirkende
274Commits, letzte 12 Monate
0Tage seit letztem Push
62Releases
1Bus-Faktor
3offene Issues
npmPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index npm:@brandsystem/mcp@0.16.1; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 7.4 / 10
7.4Gesamtwert

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 · 2026-07-23 01:58 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 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 0/24 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direkte Abhängigkeiten 9
RegistryPaketVersionsvorgabeManifest
npm@modelcontextprotocol/sdk^1.27.0package.json
npm@upstash/redis^1.38.0package.json
npm@vercel/functions^3.7.5package.json
npmcheerio^1.0.0package.json
npmcss-tree^3.1.0package.json
npmpdfjs-dist^6.1.200package.json
npmpuppeteer-core^25.3.0package.json
npmyaml^2.9.0package.json
npmzod^3.25.0package.json
Alle Abhängigkeiten 276

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 10 direkte und 266 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
npm@modelcontextprotocol/sdk1.29.0direkt
npm@upstash/redis1.38.0direkt
npm@vercel/functions3.7.5direkt
npmcheerio1.2.0direkt
npmcss-tree3.2.1direkt
npmpdfjs-dist6.1.200direkt
npmpuppeteer-core25.3.0direkt
npmyaml2.9.0direkt
npmzod3.25.76direkt
npmzod4.1.11direkt
npm@emnapi/core1.11.1indirekt
npm@emnapi/runtime1.11.1indirekt
npm@emnapi/wasi-threads1.2.2indirekt
npm@hono/node-server1.19.13indirekt
npm@jridgewell/sourcemap-codec1.5.5indirekt
npm@napi-rs/canvas1.0.2indirekt
npm@napi-rs/canvas-android-arm641.0.2indirekt
npm@napi-rs/canvas-darwin-arm641.0.2indirekt
npm@napi-rs/canvas-darwin-x641.0.2indirekt
npm@napi-rs/canvas-linux-arm-gnueabihf1.0.2indirekt
npm@napi-rs/canvas-linux-arm64-gnu1.0.2indirekt
npm@napi-rs/canvas-linux-arm64-musl1.0.2indirekt
npm@napi-rs/canvas-linux-riscv64-gnu1.0.2indirekt
npm@napi-rs/canvas-linux-x64-gnu1.0.2indirekt
npm@napi-rs/canvas-linux-x64-musl1.0.2indirekt
npm@napi-rs/canvas-win32-arm64-msvc1.0.2indirekt
npm@napi-rs/canvas-win32-x64-msvc1.0.2indirekt
npm@napi-rs/wasm-runtime1.1.6indirekt
npm@oxc-project/types0.139.0indirekt
npm@pdf-lib/standard-fonts1.0.0indirekt
npm@pdf-lib/upng1.0.1indirekt
npm@puppeteer/browsers3.0.6indirekt
npm@rolldown/binding-android-arm641.1.5indirekt
npm@rolldown/binding-darwin-arm641.1.5indirekt
npm@rolldown/binding-darwin-x641.1.5indirekt
npm@rolldown/binding-freebsd-x641.1.5indirekt
npm@rolldown/binding-linux-arm-gnueabihf1.1.5indirekt
npm@rolldown/binding-linux-arm64-gnu1.1.5indirekt
npm@rolldown/binding-linux-arm64-musl1.1.5indirekt
npm@rolldown/binding-linux-ppc64-gnu1.1.5indirekt
npm@rolldown/binding-linux-s390x-gnu1.1.5indirekt
npm@rolldown/binding-linux-x64-gnu1.1.5indirekt
npm@rolldown/binding-linux-x64-musl1.1.5indirekt
npm@rolldown/binding-openharmony-arm641.1.5indirekt
npm@rolldown/binding-wasm32-wasi1.1.5indirekt
npm@rolldown/binding-win32-arm64-msvc1.1.5indirekt
npm@rolldown/binding-win32-x64-msvc1.1.5indirekt
npm@rolldown/pluginutils1.0.1indirekt
npm@standard-schema/spec1.1.0indirekt
npm@tybys/wasm-util0.10.3indirekt
npm@types/chai5.2.3indirekt
npm@types/css-tree2.3.11indirekt
npm@types/deep-eql4.0.2indirekt
npm@types/estree1.0.9indirekt
npm@types/node22.19.17indirekt
npm@typescript/typescript-aix-ppc647.0.2indirekt
npm@typescript/typescript-darwin-arm647.0.2indirekt
npm@typescript/typescript-darwin-x647.0.2indirekt
npm@typescript/typescript-freebsd-arm647.0.2indirekt
npm@typescript/typescript-freebsd-x647.0.2indirekt
npm@typescript/typescript-linux-arm7.0.2indirekt
npm@typescript/typescript-linux-arm647.0.2indirekt
npm@typescript/typescript-linux-loong647.0.2indirekt
npm@typescript/typescript-linux-mips64el7.0.2indirekt
npm@typescript/typescript-linux-ppc647.0.2indirekt
npm@typescript/typescript-linux-riscv647.0.2indirekt
npm@typescript/typescript-linux-s390x7.0.2indirekt
npm@typescript/typescript-linux-x647.0.2indirekt
npm@typescript/typescript-netbsd-arm647.0.2indirekt
npm@typescript/typescript-netbsd-x647.0.2indirekt
npm@typescript/typescript-openbsd-arm647.0.2indirekt
npm@typescript/typescript-openbsd-x647.0.2indirekt
npm@typescript/typescript-sunos-x647.0.2indirekt
npm@typescript/typescript-win32-arm647.0.2indirekt
npm@typescript/typescript-win32-x647.0.2indirekt
npm@vercel/cli-config0.2.0indirekt
npm@vercel/cli-exec1.0.0indirekt
npm@vercel/oidc3.8.0indirekt
npm@vitest/expect4.1.10indirekt
npm@vitest/mocker4.1.10indirekt
npm@vitest/pretty-format4.1.10indirekt
npm@vitest/runner4.1.10indirekt
npm@vitest/snapshot4.1.10indirekt
npm@vitest/spy4.1.10indirekt
npm@vitest/utils4.1.10indirekt
npmaccepts2.0.0indirekt
npmajv8.18.0indirekt
npmajv-formats3.0.1indirekt
npmansi-regex6.2.2indirekt
npmansi-styles6.2.3indirekt
npmassertion-error2.0.1indirekt
npmbody-parser2.2.2indirekt
npmboolbase1.0.0indirekt
npmbytes3.1.2indirekt
npmcall-bind-apply-helpers1.0.2indirekt
npmcall-bound1.0.4indirekt
npmchai6.2.2indirekt
npmcheerio-select2.1.0indirekt
npmchromium-bidi16.0.1indirekt
npmcliui9.0.1indirekt
npmcontent-disposition1.0.1indirekt
npmcontent-type1.0.5indirekt
npmconvert-source-map2.0.0indirekt
npmcookie0.7.2indirekt
npmcookie-signature1.2.2indirekt
npmcors2.8.6indirekt
npmcross-spawn7.0.6indirekt
npmcss-select5.2.2indirekt
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npmdebug4.4.3indirekt
npmdepd2.0.0indirekt
npmdetect-libc2.1.2indirekt
npmdevtools-protocol0.0.1638949indirekt
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npmexeca5.1.1indirekt
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npmexpress5.2.1indirekt
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npmfdir6.5.0indirekt
npmfinalhandler2.1.1indirekt
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npmget-east-asian-width1.6.0indirekt
npmget-intrinsic1.3.0indirekt
npmget-proto1.0.1indirekt
npmget-stream6.0.1indirekt
npmgopd1.2.0indirekt
npmhas-symbols1.1.0indirekt
npmhasown2.0.4indirekt
npmhono4.12.27indirekt
npmhtmlparser210.1.0indirekt
npmhttp-errors2.0.1indirekt
npmhuman-signals2.1.0indirekt
npmiconv-lite0.6.3indirekt
npmiconv-lite0.7.2indirekt
npminherits2.0.4indirekt
npmip-address10.2.0indirekt
npmipaddr.js1.9.1indirekt
npmis-promise4.0.0indirekt
npmis-stream2.0.1indirekt
npmisexe2.0.0indirekt
npmjose5.10.0indirekt
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Abhängigkeits-Advisories 3

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 276 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 3 tragen bekannte Advisories, davon 0 direkte.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
fast-uri3.1.2indirekthoch24.1.1
@hono/node-server1.19.13indirektmittel12.0.5
body-parser2.2.2indirektniedrig12.3.0

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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          "body": "… (#52)\n\n- homepage + websiteUrl -> https://www.brandcode.studio/mcp (the landing\n  page now staged in the UCS repo; docs/mcp-landing-page.md records the\n  context, fact-check checklist, and deploy coupling — the page must be\n  live before the next release ships this metadata)\n- Release invariant au\n[…]\ntion: fence-only\n  reply + supporting-sentence <p> element (Codex 0.14.3 qualification)\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point canonical URLs at /mcp landing page; automate release invariant…",
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          "committed_at": "2026-07-18T18:59:01Z",
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          "oid": "91bdbe29f50645dea85adf7a29f8bc7b35d1c9e9",
          "body": "- Ships the fixed-point SVG comment sanitizer (PR #50) to npm — it\n  merged after the v0.14.2 tag, so installed packages lacked it\n- Preflight WARN from unresolved vars no longer says \"All checks pass\"\n- Blog task enforces exactly 3 sentences (min+max); CTA task requires\n  the headline/button/style \n[…]\ntruction requests\n  (must_match arrays + min_sentences in the harness)\n\nTests: 988/988.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.3: installed-package closure + truthfulness fixes (#51)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T18:30:34Z",
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          "oid": "011cc677e91499c93c837a6dea34ef799c6095cc",
          "body": "Single-pass regex removal can leave a reassembled <!-- from interleaved\nfragments. Looping until stable closes the\njs/incomplete-multi-character-sanitization class properly instead of\ndismissing the alert on judgment.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Loop SVG comment removal to a fixed point (CodeQL alert 3) (#50)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T16:45:14Z",
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          "oid": "84e758fa18ac12379e62e044b671ced30809f31d",
          "body": "Security:\n- sanitizeSvg strips external url() references (local #fragments only)\n  — hostile logos can no longer beacon from brand-report.html\n- Restrictive CSP on generated reports (default-src 'none')\n\nThe five 0.14.1 adjacent edges, actually closed:\n- Publish gate keys on the open clarification, \n[…]\napabilities\nsection; two CodeQL false positives formally dismissed.\n\nTests: 986 -> 988.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.2: adjacent-edge closures, SVG beacon fix, report CSP (#49)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T16:28:57Z",
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          "oid": "2465ed4bfba224656ca3f74acfc4c2ad4dcafe4e",
          "body": "Routing 18/19 (one stochastic prose-reply miss), FP invocation 0/7,\nsecond-agent 2/5 under the stricter structural+completion definition.\nReceipt records tree: clean at commit ced7e5e — reproducible from\npublished source for the first time, superseding the dirty-tree\n0.13.4 receipt.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish first clean-tree reproducible benchmark receipt (v0.14.1) (#48)",
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          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T06:02:53Z",
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          "oid": "ced7e5e6c85cccc48a7af430bd1287d2de38596e",
          "body": "…uth (#47)\n\nCodex 0.13.4 review repairs (all verified against source):\n\n- brand_check_compliance: pass_with_advisories + publish_ready:false\n  while color governance is unresolved — never \"safe to publish\"\n- colorTokenKey(): central sanitized deterministic keys (slug + hex\n  suffix) for runtime + DT\n[…]\nrd_kind excludes test records from the holdout count\n  (real count: 4)\n\nTests: 986/986.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.1: publish-gate honesty, token taint closure, receipt tr…",
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          "committed_at": "2026-07-18T05:59:08Z",
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          "oid": "1b3eab6e682f91c760bfed3dbebb81a7eac0d875",
          "body": "…(#46)\n\n* Release 0.14.0: theme-aware colors, preflight truth, hardening, TS 7\n\n- (role, theme) color merge key end-to-end (#35 gap 1, option a):\n  optional theme on ColorEntry, explicit-signal extraction tagging,\n  colors_dark runtime lane, dark DTCG group, both lanes in the check\n  palette; dual-t\n[…]\ning comment and #45.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.0: theme-aware colors, preflight truth, hardening, TS 7 …",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T05:46:47Z",
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        {
          "oid": "95d398900308f8c391d460bc4b5920f278adbbf4",
          "body": "Fixes from the first real second-agent field run (#41, #42):\n\n- clarify-primary: uncertain primaries (achromatic crowned over\n  chromatic candidates, low confidence, or missing) generate a stable\n  high-priority clarification in BOTH brand_compile and brand_start\n  auto (shared lib/primary-uncertain\n[…]\ned to dogfood (4 entries, source colovore)\n\nCloses #41. Closes #42.\n\nTests: 902 -> 922.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.4: Colovore field-report fixes (#44)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T00:14:24Z",
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          "oid": "a2736601877db7702691e5b07bb2b16651475cc0",
          "body": "Repairs from Codex review (all findings verified against source):\n\n- Honest job completion: output contract + brand_check + compliance +\n  rules_checked > 0; missing inputs -> incomplete, zero rules ->\n  unscored. Corrected second-agent result published: 20% (1/5), down\n  from the 5/5 that counted e\n[…]\n: Codex shipped 0.13.1/0.13.2 Cline onboarding in\nparallel; npm already serves 0.13.2.)\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.3: benchmark truth + taint closure (#40)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T23:01:16Z",
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          "oid": "afd05741d0859f1c1013b09ae89d1fd25e92c9d7",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Delegate Cline setup to its native installer (#39)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:44:16Z",
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          "oid": "1d0b5dcc1b06b6b9e0f5d3afb5b25a90fa7622e6",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add Cline-native MCP onboarding (#38)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:30:54Z",
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          "oid": "5ee85b68a944a910d210eaad9119a7e6ae554061",
          "body": "…majors (#37)\n\nTask-completion evidence (0.13 lane).\n\n- Second-agent benchmark: fresh model + brand_context only -> real\n  brand_check/compliance scoring; first live run 5/5 PASS, 0 flags,\n  144/325 tokens per artifact\n- First live negative-routing run: 0% false-positive invocation (0/7)\n- #35 extra\n[…]\n 6;\n  TS 7 typechecks clean, parked for standalone 0.14 PR (PR #18)\n\nTests: 859 -> 896.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.0: second-agent benchmark, extraction fixes, dependency …",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:22:24Z",
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          "oid": "515518771ec6ac5a670a15e8efb8538f18b22b5a",
          "body": "Bumps [pdfjs-dist](https://github.com/mozilla/pdf.js) from 5.6.205 to 6.1.200.\n- [Release notes](https://github.com/mozilla/pdf.js/releases)\n- [Commits](https://github.com/mozilla/pdf.js/compare/v5.6.205...v6.1.200)\n\n---\nupdated-dependencies:\n- dependency-name: pdfjs-dist\n  dependency-version: 6.1.2\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pdfjs-dist from 5.6.205 to 6.1.200 (#19)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:04:21Z",
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        {
          "oid": "3608e755a989d4d1b95d9e5834010beb9132c006",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6.5.0 to 7.0.0.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/249970729cb0ef3589644e2896645e5dc5ba9c38...820762786026740c76f36085b0efc47a31fe5020)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-node from 6.5.0 to 7.0.0 (#15)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:02:07Z",
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        {
          "oid": "9bdad4b8fbf7083574f54e20ce6737818b77c43c",
          "body": "Bumps [puppeteer-core](https://github.com/puppeteer/puppeteer) from 24.40.0 to 25.3.0.\n- [Release notes](https://github.com/puppeteer/puppeteer/releases)\n- [Changelog](https://github.com/puppeteer/puppeteer/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/puppeteer/puppeteer/compare/puppeteer-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump puppeteer-core from 24.40.0 to 25.3.0 (#17)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:01:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5df88115b785ad7a468e015fd11401b3b954d2fa",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6.0.3 to 7.0.0 (#16)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T21:59:32Z",
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        {
          "oid": "588be3abeeacab93881dc98decf929985acc1bea",
          "body": "Bumps [vitest](https://github.com/vitest-dev/vitest/tree/HEAD/packages/vitest) from 3.2.6 to 4.1.10.\n- [Release notes](https://github.com/vitest-dev/vitest/releases)\n- [Changelog](https://github.com/vitest-dev/vitest/blob/main/docs/releases.md)\n- [Commits](https://github.com/vitest-dev/vitest/commit\n[…]\nrect:development\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "bump vitest from 3.2.6 to 4.1.10 (#20)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T21:58:23Z",
          "body_truncated": true,
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        {
          "oid": "8754f6ddb5bf09a7b6e9c79fee76523aa2e0bfc9",
          "body": "…ion corpus (#36)\n\nEvidence release (0.12 lane of the roadmap). No tool-surface changes.\n\n- Holdout evaluation protocol: dev/holdout split, canonical\n  serialization, public SHA-256 + distribution commitments in\n  eval/HOLDOUT-COMMITMENTS.md before testing; harness accepts\n  BRANDSYSTEM_EVAL_HOLDOUT\n[…]\nown\n  migration investigation)\n\nTests: 783 -> 859. Deterministic eval: 29/29 incl. e2e.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.12.0: holdout protocol, negative routing, e2e jobs, extract…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T21:15:02Z",
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          "is_coding_agent": true
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          "oid": "b5e2619f5f2d4a3d3df31f66962fb89d03940484",
          "body": "Bumps [yaml](https://github.com/eemeli/yaml) from 2.8.3 to 2.9.0.\n- [Release notes](https://github.com/eemeli/yaml/releases)\n- [Commits](https://github.com/eemeli/yaml/compare/v2.8.3...v2.9.0)\n\n---\nupdated-dependencies:\n- dependency-name: yaml\n  dependency-version: 2.9.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "bump yaml from 2.8.3 to 2.9.0 (#21)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T20:57:02Z",
          "body_truncated": false,
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        {
          "oid": "2735a6a60c31b88fb2ccc55a5a5855a740a368ff",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Enforce MCP Registry description limit (#34)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:42:42Z",
          "body_truncated": false,
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        {
          "oid": "2fa82ddfa4722169beeffa83c2b23b3f2cc568bc",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Release version 0.11.2 (#33)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:38:24Z",
          "body_truncated": false,
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        {
          "oid": "9134caa60c36e71fd7493fcf396dfcd1578d2b3c",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Improve agent onboarding and MCP discoverability (#32)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:35:43Z",
          "body_truncated": false,
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        {
          "oid": "cdeace884ea365ade9932b7a69d15305e2604b20",
          "body": "Patch packaging the eval-driven improvements already on main:\n\n- Compliance parser font-family fix (#26, PR #27)\n- Adoption-prompt routing description pass (#28, PR #30) —\n  first-tool selection 66.7% -> 100% on the dev fixtures\n- eval/RESULTS.md scope note: the 12-prompt score is a development\n  se\n[…]\ntests, 23/23 deterministic eval, release metadata\nOK, package-boundary allowlist green.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.11.1: parser fix, adoption routing, dev-set reframe (#31)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:11:45Z",
          "body_truncated": true,
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        },
        {
          "oid": "ef9e5457039cb22f771d092d8d3384a8f437606b",
          "body": "Closes #28. Description-only change, measured against the unchanged\neval fixtures with claude-haiku-4-5:\n\n- brand_start leads with adoption triggers (existing guidelines, PDF\n  guide, Figma library) + NOT-for boundaries (runtime reading, team\n  sharing)\n- brand_context claims 'write this in our voic\n[…]\n23. Intermediate regression\ndocumented in eval/RESULTS.md — description edits interact.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Route adoption prompts to brand_start via description pass (#30)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T08:43:30Z",
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        {
          "oid": "d1cb61770882f49602f67c17b4674f766cb1f6fa",
          "body": "Deterministic tier 23/23 PASS (compliance accuracy 12/12, all budget\ngates green). Model-dependent first-tool selection 66.7% (8/12) with\nclaude-haiku-4-5: the consumption loop routes perfectly, the adoption\nprompts under-route to brand_start — tracked as issue #28 for a\ndescription pass measured against the same fixtures.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish first evaluation results (0.11.0, 2026-07-17) (#29)",
          "author_name": "zk-xyz",
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          "committed_at": "2026-07-17T03:58:03Z",
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          "oid": "9632091ac5efa463e87b636e1d03ea29d32714a3",
          "body": "extractFontFamilies used [^;}\"]+ which does not stop at newlines, so a\nfont-family declaration ending an inline style attribute (no trailing\nsemicolon) bled into the next joined chunk and produced a phantom\nnon-brand font, failing CRT-FONT on fully on-brand content. Exclude\nnewlines in both brand-ch\n[…]\nst, and restore the eval fixture that had been worked\naround with a trailing semicolon.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix font-family regex bleeding across joined CSS chunks (#27)",
          "author_name": "zk-xyz",
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          "committed_at": "2026-07-17T03:45:05Z",
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          "oid": "30a17f37445ef31cb774f6939d9e48033e4135bd",
          "body": "…#25)\n\nReliable agent interoperability (0.11 lane of the hardening roadmap).\n\n- structuredContent on every response with declared envelope\n  outputSchema at the registration choke point; brand_context ships\n  the first stabilized per-tool schema\n- Token budgets enforced by failing tests; brand_statu\n[…]\n deterministic run: 23/23\n  PASS, compliance accuracy 12/12\n\nTests: 740 -> 746 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.11.0: structured outputs, token budgets, agent eval suite (…",
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          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T02:17:16Z",
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          "oid": "3fa83253db8042995388b7b58d3bbb127e6fc8ee",
          "body": "…, CLI (#24)\n\nAgent-first product surface (0.10 lane of the hardening roadmap).\n\n- Core tool profile by default (12 tools — the complete adopt → context\n  → create → check loop); full authoring surface via BRANDSYSTEM_PROFILE\n  or --profile=full; tests pin core exactly and prove full is a strict\n  s\n[…]\ne schema_version emitted alongside deprecated version alias\n\nTests: 681 -> 740 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.10.0: Core profile, brand_context, promotion gate, adoption…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T01:35:57Z",
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          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Automate MCP Registry publishing (#23)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T00:58:11Z",
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        },
        {
          "oid": "6998c6d6b2744a8844c95f3015e679f49972234c",
          "body": "…ainment (#22)\n\nSecurity and distribution-integrity release (0.9.6 lane of the hardening\nroadmap). No tool-surface changes.\n\n- Slim npm tarball to the Build MCP: exclude dist/hosted/** and the\n  undeclared bin/brandcode-mcp.mjs (521 -> 425 files); add allowlist\n  package-contents test so boundary vi\n[…]\nional, and is escaped or\n  sanitized in every rendered sink\n\nTests: 661 -> 681 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.9.6: package boundary, credential hardening, injection cont…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T23:56:53Z",
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          "oid": "2f205ee93b23255e58e92e5f5c448f9ffcc52e5b",
          "body": "…ot (#14)\n\nPublic-surface and repository trust work from the security/agentic\nhardening roadmap (NOW bucket):\n\n- Scrub internal ops/legal notes from README and llms.txt; replace with\n  concise public hosted-availability statement and Security sections\n- Distinguish the three compatibility claims (lo\n[…]\nned-runtime response runbook\n- Add reconciled security & agentic hardening roadmap plan\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Land trust baseline: docs scrub, workflow hardening, CodeQL, Dependab…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T23:34:38Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Clarify public security policy",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T19:28:01Z",
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          "oid": "f8328556277bdb969f4df182f3d57e56ff53043d",
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          "is_bot": false,
          "headline": "Use npm trusted publishing",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T19:11:37Z",
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          "oid": "ed0d3f3aec6082261c8d6f1dcd6346aec01be977",
          "body": "Release @brandsystem/mcp 0.9.5 — governed runtime, Taste, telemetry, and security hardening",
          "is_bot": false,
          "headline": "Merge pull request #13 from Brandcode-Studio/feat/hosted-mcp-hardening",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:19:45Z",
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          "is_bot": false,
          "headline": "Release brandsystem MCP 0.9.5",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:18:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "5cfa6bee5f80566e717ac4c23a479e9102939cdc",
          "body": null,
          "is_bot": false,
          "headline": "Bound pinned fetch response streams",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:06:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "eebc0691af3e0292f82757ada052743f96dc58ca",
          "body": null,
          "is_bot": false,
          "headline": "Reject encoded runtime asset traversal",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T11:26:17Z",
          "body_truncated": false,
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        },
        {
          "oid": "c09699ae93a6f646832b87fc3ae03b705ac9d6fd",
          "body": null,
          "is_bot": false,
          "headline": "Consume governed runtime asset delivery",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T10:49:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "6c7e1851e73722409305518fad0222d008c69057",
          "body": null,
          "is_bot": false,
          "headline": "Adopt UCS runtime contract V1",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T09:45:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "f81dcceee92ddaa8ed6fe59e1079eb1db4a3fb5b",
          "body": null,
          "is_bot": false,
          "headline": "Return trusted hosted asset delivery URLs",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T01:10:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "eb90e536335df9b8084eff09ee36e42e9fe86c8d",
          "body": null,
          "is_bot": false,
          "headline": "Harden browser extraction network boundary",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T22:44:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "68c940abf6b073a560b1af67a09e8dfdac4299a8",
          "body": null,
          "is_bot": false,
          "headline": "Return scoped Taste guidance from brand checks",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T15:51:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "0dc43954211511e7b5c5eb7095d7eab54d1ddd9a",
          "body": null,
          "is_bot": false,
          "headline": "Guide external agents through Taste review",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T15:37:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0074348c38816e87df2725a0524bb9469d47816",
          "body": null,
          "is_bot": false,
          "headline": "Feed reviewed Taste Memory into hosted runtime",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T04:07:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "458e37972038c0097c1518cbfc0591f090ff543f",
          "body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: document hosted hardening pass in CHANGELOG",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-12T00:16:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "562dd4e14caf841041cfed1021143ce0b18839ee",
          "body": "… classification\n\n- Register the fire-and-forget UCS telemetry POST with Vercel's waitUntil()\n  so a Fluid Compute isolate freeze can't silently drop it before it lands\n- Construct the per-request McpServer/transport inside router.ts's try block\n  so a future incompatible tool registration degrades \n[…]\nupstream-error set, mirror\n  the CLAUDE.md tool-count fix into AGENTS.md, and add regression tests for\n  the two registration-time throw guards\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hosted): close code-review gaps in telemetry delivery and outcome…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-02T19:27:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "32c15a5e203c12648258aac426fde375532423dc",
          "body": "…st perf\n\nThree parallel review agents (reuse, quality, efficiency) reviewed the\n1f75b0f..HEAD diff. Applied 8 fixes; skipped 7 with recorded reasoning\n(see PR/commit history for the full breakdown).\n\nReuse:\n- Extract src/hosted/ucs-history-post.ts: telemetry.ts and\n  feedback-fetcher.ts independent\n[…]\ntion (both reviewers\nthemselves flagged as not worth fixing); the pre-existing unreachable\n\"stub\" outcome value (predates this diff).\n\nVerified: build clean, lint clean, full suite 622/622 (44 files).",
          "is_bot": false,
          "headline": "refactor(hosted): simplify pass on U1-U5 diff — reuse, robustness, te…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-02T19:05:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "010f566610efdae8009bd64ede44031a1c00d44e",
          "body": "brand_feedback and brand_history's own response payloads still said\n\"general hosted AgentRun telemetry POST remains deferred\" -- true\nbefore the U1 telemetry commit (bba37b5), stale after it. Flip the\nclaim to match reality: general_post_active/write_active: true,\nstatus: \"active\", with detail text describing what actually happens\nnow.",
          "is_bot": false,
          "headline": "fix(hosted): update stale telemetry-deferred claims after U1",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:15:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "41b1f3f4ab6e8b5576aa6136b06e85ae3221a911",
          "body": "… test (U4)\n\nTwo related fixes for cross-repo/in-repo contract drift, the root cause\nbehind at least two named historical bugs (G-5g, G-5h -- see\nCHANGELOG.md) and a repeating \"Repair ___\" commit pattern in this\nrepo's history.\n\n1. src/hosted/registrations.ts's HOSTED_TOOL_ORDER and\n   scripts/hoste\n[…]\nctly the class of UCS shape\ndrift that caused G-5h) silently drops the extracted primary color\ninstead of erroring -- this is now a standing, asserted, named test\nrather than an unverified assumption.",
          "is_bot": false,
          "headline": "test(contracts): dedupe tool-order array + add real UCS-shape fixture…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:13:28Z",
          "body_truncated": true,
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        },
        {
          "oid": "e3c3764b9ee7ddd20c25e8078cbfd83a7ef8e4e5",
          "body": "…nt, session taxonomy (U5)\n\nThree fixes for the local Build MCP's tool-surface coherence, previously\nflagged by Glama as the one lingering gap (\"Tool Count 2/5\"):\n\n1. CLAUDE.md's tool-count line was stale (\"34 files, 36 tools\").\n   Actual: 41 files, 43 registered tools (brand-feedback.ts registers 3\n[…]\n\nKnown tradeoff: brand_status's response size grows further past the\nexisting soft 5K advisory (console.error only; hard cap is 50K) --\naccepted since the taxonomy's value outweighs the size increase.",
          "is_bot": false,
          "headline": "feat(local): tool-surface coherence pass -- doc drift, description li…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:11:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bba37b500b0b2310f1a3507ec870e1588b331658",
          "body": "emitAgentRunRecord() was a no-op. Implements it mirroring\nfeedback-fetcher.ts's proven POST pattern to UCS's\n/agent/history sink exactly (same envelope, auth, timeout).\n\nSingle choke point (KTD1): wrapServerWithTelemetry() monkey-patches\nserver.tool on the McpServer instance inside createHostedServe\n[…]\nthis unit's file scope):\nbrand_feedback and brand_history's own response payloads still contain\na literal telemetry.general_post_active/write_active: false field,\nwhich is now stale given this change.",
          "is_bot": false,
          "headline": "feat(hosted): wire real AgentRun telemetry via server.tool wrapper (U1)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:09:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "33ab40eeb5fee504ca3402cce7c02d462ddb6988",
          "body": "HOSTED_TOOL_ORDER.length alone doesn't guard the hosted trust posture --\na second server.tool() call added to an existing file grows capability\nwhile the manifest length stays the same. The local (non-hosted) surface\nalready has this exact shape: brand-feedback.ts registers three tool\nnames from one\n[…]\n() call added to\nstatus.ts was caught by lock (2) while HOSTED_TOOL_ORDER's own length\ncheck (1) stayed green -- confirming (2) is the one actually closing\nthe gap this test exists for, not (1) alone.",
          "is_bot": false,
          "headline": "test(hosted): lock tool surface by capability, not name-count (U2)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:03:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ca70b838f1ce849c0f726377ba838f205c600e8",
          "body": "scripts/hosted-mcp-smoke.mjs was a complete, well-built end-to-end proof\nharness for the hosted Brandcode MCP but was only ever run by hand. Adds\na workflow_dispatch + daily-scheduled workflow running it against staging.\n\nDeliberately not wired into ci.yml or as a pull_request trigger — it hits\na li\n[…]\ned PRs.\n\nRequires repo secrets to actually run: BRANDCODE_MCP_SMOKE_URL,\nBRANDCODE_MCP_SMOKE_FULL_KEY (required), plus optional\nBRANDCODE_MCP_SMOKE_READ_KEY / _ASSET_ID / _SKIP_FEEDBACK / _TIMEOUT_MS.",
          "is_bot": false,
          "headline": "feat(hosted): wire smoke script into scheduled CI (U3)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:03:10Z",
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        },
        {
          "oid": "1f75b0f44c6c4dd8f07622b3b73e2c074f5ededd",
          "body": null,
          "is_bot": false,
          "headline": "Guard hosted MCP production auth fallback",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-27T18:31:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68fb4c15fcdfd0afb8584588d8a737c75caa7bac",
          "body": "The hosted auth boundary previously had only the local env-seeded validator\n(BRANDCODE_MCP_TEST_KEYS). Add buildUcsValidator, which POSTs the bearer key to\nthe UCS /api/brandcode-mcp/keys/validate endpoint with the hosted service token\nas the caller credential and maps {valid, keyId, environment, sc\n[…]\natch, malformed\npayload; plus authorizeRequest falls through to UCS and still 403s on slug\nmismatch). Full suite 553 green, build + lint clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Wire hosted MCP auth to UCS key registry (buildUcsValidator)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-27T00:36:00Z",
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        },
        {
          "oid": "436bf3d8799c867a44d300f1ec665b6357aec0be",
          "body": "… (Tier 2 #5, MCP side; paired UCS surface addition). Closes telemetry-attribution gap. Build/lint/544 tests green.",
          "is_bot": false,
          "headline": "Tag hosted MCP runs with mcp-hosted surface; drop provider=mcp filter…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T01:20:39Z",
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        },
        {
          "oid": "b2d31a1b86a0f3730e2a388678c4f9fdddc44ea2",
          "body": "…-only; build/lint/audit/544 tests green)",
          "is_bot": false,
          "headline": "Fix npm audit: qs DoS, vitest UI RCE, ws DoS (npm audit fix, lockfile…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T00:50:54Z",
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        },
        {
          "oid": "2f477858cab6530534bd315d365add126d79f2a2",
          "body": "Tier 1 of the two-MCP alignment review. UCS's hosted brand product moved\npast what the hosted tools consumed; this closes three gaps, all MCP-side\n(no UCS changes required — it already ships the data).\n\nbrand_search now ranks UCS's compiled knowledge corpus instead of an ad-hoc\nkeyword scan. The pul\n[…]\n hosted tests\n(corpus ranking, mode scoping, citation redaction, runtime voice/strategy\npopulation, and the no-governance/no-corpus fallbacks).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Align hosted MCP with UCS: corpus-backed search + runtime voice/strategy",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T00:44:40Z",
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        {
          "oid": "62d33a65e4b3b765d07ee2b691c22cd2152bdb1c",
          "body": null,
          "is_bot": false,
          "headline": "Relocate taste capture to hosted MCP runtime",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T18:45:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "d39261ceefa30504aa210e76caf3dfbedc994e8f",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Changelog: capture_taste + run_research_recipe inbound tools",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T10:18:15Z",
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          "is_coding_agent": true
        },
        {
          "oid": "3d506571318276d69b6565d96c58e7718a86c81b",
          "body": "Two inbound write-back tools that land edge judgments in a connected\nBrandcode brand's review queue via the UCS TI-35 routes:\n\n- capture_taste: attribute-level taste judgment (candidate_ref + verdict\n  + required attribute_reason) → POST /runtime/taste-capture\n- run_research_recipe: gathered finding\n[…]\nnd\nQUEUE candidates for human review — never promoting canon. Shared\nresolve+auth in brand-capture-context.ts. 8 tests, tsc clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add capture_taste + run_research_recipe inbound tools",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T10:16:19Z",
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          "oid": "df6d042ee1ca7403403d55e8118a644c3c3bbed6",
          "body": null,
          "is_bot": false,
          "headline": "Repair Brandcode MCP production route env readiness",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T17:38:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "7304c0f0fc15758271fbe25b1287dd01e33d0868",
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          "is_bot": false,
          "headline": "Operationalize Brandcode MCP sprint roadmap",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T17:18:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "d0e06b357396014481d39b6233f7c179bee594eb",
          "body": null,
          "is_bot": false,
          "headline": "Draft Brandcode MCP limited client handoff packet",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T03:47:46Z",
          "body_truncated": false,
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        {
          "oid": "7a47d0ce2102934af3dc3153f8789559e4513086",
          "body": null,
          "is_bot": false,
          "headline": "Prepare Brandcode MCP limited client handoff lane",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T03:18:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "3961be41090ae84fe78b450bd232004385fad226",
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          "is_bot": false,
          "headline": "Refresh Brandcode MCP limited client staging proof",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T02:29:38Z",
          "body_truncated": false,
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 62,
              "latest_release_tag": "v0.16.1",
              "releases_from_tags": false,
              "days_since_latest_release": 2,
              "mean_days_between_releases": 0.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "62 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 62
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
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                      "days": 2
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.2
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
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            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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              "days_since_last_merged_pr": null,
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              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
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            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "forks": 0,
              "stars": 9,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
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                "detail": "9 stars",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 9
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "issue_template",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "packages": [
                "@brandsystem/mcp"
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 3822
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,822 downloads/month across npm",
                "points": 47.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3822,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "merged_prs": 51,
              "open_issues": 3,
              "closed_issues": 5,
              "issue_closed_ratio": 0.625,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "62% of issues closed",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 62
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "51/52 decided PRs merged",
                "points": 37.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 51,
                      "decided": 52
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Brandcode-Studio",
              "public_repos": 2,
              "account_age_days": 93
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of Brandcode-Studio",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "login": "Brandcode-Studio"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~0 yr old",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@brandsystem/mcp"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 2
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 2
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "63 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 63
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
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                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-agents",
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                "brand-guidelines",
                "brand-identity",
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              "has_wiki": false,
              "homepage": "https://www.brandcode.studio/",
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
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                "details": [
                  {
                    "code": "topics_count",
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                      "count": 11
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 74,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
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                "details": [],
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              },
              {
                "key": "ci_tests",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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 8 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 276 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 276
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 3,
              "assessed_packages": 276,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1, low 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 276,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 72,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.5,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 9497
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "47 of 94 human commits state their intent (structured subject or explanatory body)",
                "points": 26.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.33,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.06
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "33 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 33,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "6 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 6,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 77811,
              "source_files_sampled": 219,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/219 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 219,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "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",
    "deps.dev does not index npm:@brandsystem/mcp@0.16.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T01:58:17.216389Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/Brandcode-Studio/brandsystem-mcp.svg",
  "full_name": "Brandcode-Studio/brandsystem-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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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