Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 17:47 UTC

dcc-mcp / dcc-mcp-houdini

SideFX Houdini adapter for the DCC Model Context Protocol

PythonMIT★ 6 Sterne⑂ 0 Forksseit Mai 2026Auf GitHub ansehen ↗

dcc-mcp/dcc-mcp-houdini erreicht einen Gesundheitsindex von 59 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (86/100) ab, am schwächsten bei Community & Adoption (29/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

59
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.

59
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

DCC MCPOrganisation
26 Follower57 öffentliche Reposseit Juni 2026

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIdcc-mcp-houdini0.28.0-57vor 0 Tagenaidcchoudinihythonllmmcpmodel-context-protocolsidefx

Metriken nach Kategorie

Vitalität

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

71Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
4.2/36Commit-Rhythmus — 6/52 Wochen mit Commits
18/18Commit-Volumen — 137 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year137
human_commit_share1
days_since_last_push0
active_weeks_last_year6
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 58 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 1,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count58
latest_release_tagv0.28.0
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases1,1

Community & Verbreitung

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

29Kritisch · 18 % des Gesamtindex
Wie die Bewertung erfolgt
11.3/60Stars — 6 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars6
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

56Mittel · 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
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
42.7/46.8Issue-Lösungsquote — 91 % der Issues geschlossen
37/38.3PR-Annahme — 173/179 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs173
open_issues2
closed_issues21
issue_closed_ratio0,913
closed_unmerged_prs6
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.3/25Reichweite des Inhabers — 26 Follower von dcc-mcp
13.1/25Kontohistorie — 57 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers26
owner_typeOrganization
is_verified
owner_logindcc-mcp
public_repos57
account_age_days55

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 57 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesdcc-mcp-houdini
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

86Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 5 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

44Gefährdet · 16 % des Gesamtindex

Sicherheitslage

44Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 17 out of 17 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 0/17 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

65Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md, GEMINI.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
40/40Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, GEMINI.md
agent_instruction_max_bytes9.664
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — justfile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesjustfile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.8/55Handhabbare Dateigrößen — 1/340 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes107.558
source_files_sampled340
oversized_source_files1
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

6GitHub-Sterne
1Mitwirkende
137Commits, letzte 12 Monate
0Tage seit letztem Push
58Releases
1Bus-Faktor
2offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:dcc-mcp-houdini@0.28.0; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

Weitere Details

OpenSSF Scorecard 4.4 / 10
4.4Gesamtwert

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 · 2026-07-27 17:47 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests17 out of 17 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 0/17 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPIdcc-mcp-core>=0.19.70,<1.0.0pyproject.toml
Alle Abhängigkeiten 10

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 9 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIdcc-mcp-coredirekt
PyPIpackagingindirekt
PyPIpyfakefsindirekt
PyPIpytestindirekt
PyPIpytest-asyncioindirekt
PyPIpytest-covindirekt
PyPIpytest-mockindirekt
PyPIpyyamlindirekt
PyPIrequestsindirekt
PyPIruffindirekt
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 2752,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Just": 7070,
        "Shell": 1734,
        "Python": 1805515,
        "PowerShell": 15061
      },
      "pushed_at": "2026-07-27T17:43:37Z",
      "created_at": "2026-05-24T05:52:35Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T17:43:25Z",
      "description": "SideFX Houdini adapter for the DCC Model Context Protocol",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://github.com/dcc-mcp",
      "name": "DCC MCP",
      "type": "Organization",
      "login": "dcc-mcp",
      "company": null,
      "location": "Global",
      "followers": 26,
      "avatar_url": "https://avatars.githubusercontent.com/u/289937829?v=4",
      "created_at": "2026-06-02T07:13:57Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 55
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.28.0",
          "kind": "minor",
          "published_at": "2026-07-27T17:43:37Z"
        },
        {
          "tag": "v0.27.0",
          "kind": "minor",
          "published_at": "2026-07-26T13:22:39Z"
        },
        {
          "tag": "v0.26.0",
          "kind": "minor",
          "published_at": "2026-07-24T07:58:04Z"
        },
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2026-07-20T07:33:11Z"
        },
        {
          "tag": "v0.24.1",
          "kind": "patch",
          "published_at": "2026-07-19T14:14:13Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2026-07-18T21:05:30Z"
        },
        {
          "tag": "v0.23.1",
          "kind": "patch",
          "published_at": "2026-07-18T17:02:09Z"
        },
        {
          "tag": "v0.23.0",
          "kind": "minor",
          "published_at": "2026-07-18T14:09:00Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2026-07-18T04:42:35Z"
        },
        {
          "tag": "v0.21.2",
          "kind": "patch",
          "published_at": "2026-07-17T21:18:46Z"
        },
        {
          "tag": "v0.21.1",
          "kind": "patch",
          "published_at": "2026-07-17T14:02:44Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2026-07-17T13:17:53Z"
        },
        {
          "tag": "v0.20.1",
          "kind": "patch",
          "published_at": "2026-07-17T12:40:23Z"
        },
        {
          "tag": "v0.20.0",
          "kind": "minor",
          "published_at": "2026-07-17T12:08:04Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2026-07-17T12:02:11Z"
        },
        {
          "tag": "v0.18.3",
          "kind": "patch",
          "published_at": "2026-07-17T11:35:00Z"
        },
        {
          "tag": "v0.18.2",
          "kind": "patch",
          "published_at": "2026-07-17T07:58:20Z"
        },
        {
          "tag": "v0.18.1",
          "kind": "patch",
          "published_at": "2026-07-17T07:40:25Z"
        },
        {
          "tag": "v0.18.0",
          "kind": "minor",
          "published_at": "2026-07-17T05:51:34Z"
        },
        {
          "tag": "v0.17.5",
          "kind": "patch",
          "published_at": "2026-07-17T01:17:04Z"
        },
        {
          "tag": "v0.17.4",
          "kind": "patch",
          "published_at": "2026-07-17T01:01:34Z"
        },
        {
          "tag": "v0.17.3",
          "kind": "patch",
          "published_at": "2026-07-16T21:41:10Z"
        },
        {
          "tag": "v0.17.2",
          "kind": "patch",
          "published_at": "2026-07-16T15:10:36Z"
        },
        {
          "tag": "v0.17.1",
          "kind": "patch",
          "published_at": "2026-07-16T13:53:13Z"
        },
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2026-07-16T13:19:55Z"
        },
        {
          "tag": "v0.16.3",
          "kind": "patch",
          "published_at": "2026-07-16T10:37:24Z"
        },
        {
          "tag": "v0.16.2",
          "kind": "patch",
          "published_at": "2026-07-16T10:04:25Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2026-07-16T09:30:44Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2026-07-16T09:10:34Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2026-07-16T08:50:03Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2026-07-16T07:58:13Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2026-07-16T03:27:30Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2026-07-16T03:10:31Z"
        },
        {
          "tag": "v0.11.5",
          "kind": "patch",
          "published_at": "2026-07-14T18:22:49Z"
        },
        {
          "tag": "v0.11.4",
          "kind": "patch",
          "published_at": "2026-07-14T05:27:56Z"
        },
        {
          "tag": "v0.11.3",
          "kind": "patch",
          "published_at": "2026-07-11T16:18:49Z"
        },
        {
          "tag": "v0.11.2",
          "kind": "patch",
          "published_at": "2026-07-09T16:46:41Z"
        },
        {
          "tag": "v0.11.1",
          "kind": "patch",
          "published_at": "2026-07-08T21:28:52Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2026-07-08T02:56:16Z"
        },
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2026-07-05T07:06:58Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-06-25T05:07:47Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2026-06-23T19:34:05Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2026-06-21T03:16:01Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2026-06-20T18:47:53Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2026-06-17T01:47:37Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-06-14T18:46:42Z"
        },
        {
          "tag": "v0.6.2",
          "kind": "patch",
          "published_at": "2026-06-08T18:34:44Z"
        },
        {
          "tag": "v0.6.1",
          "kind": "patch",
          "published_at": "2026-06-08T15:47:04Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-06-08T08:07:07Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-06-07T17:49:35Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2026-06-07T12:51:40Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-06-07T06:10:30Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2026-06-07T02:57:42Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-06-07T02:28:24Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-06-07T00:21:32Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-05-31T03:53:08Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-05-25T08:55:13Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-24T05:53:41Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c4735b6b7e6b383d924aa63cc1bf45ba5d848636",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.28.0",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-27T17:43:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "393a0b64f44e280ba8b53d0cfd11a89f0601b32e",
          "body": null,
          "is_bot": false,
          "headline": "test: add Houdini latency regression gates",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-27T10:49:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b1721b3649f9755c1687c7cf0c290dd3edabdc5",
          "body": null,
          "is_bot": false,
          "headline": "feat: add fast Houdini inspection path",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-27T10:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8351eb8bd45f4c65841ddeea14ac3a6fe0c6e548",
          "body": null,
          "is_bot": false,
          "headline": "fix: unify isolated ROP job polling",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-27T10:10:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c29002b02f5d6d2f2d1ed1ec7a0c5ddc49129cbd",
          "body": "…components--dcc-mcp-houdini\n\nchore(main): release 0.27.0",
          "is_bot": false,
          "headline": "Merge pull request #194 from dcc-mcp/release-please--branches--main--…",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-26T13:22:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b6fd5435e5b3182976d14a172e4b906be093973",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.27.0",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-26T13:13:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a77991c91720d89b8aa20a30a4738dea242e1018",
          "body": "fix(kinefx): preserve rest pose and affine transforms",
          "is_bot": false,
          "headline": "Merge pull request #197 from dcc-mcp/agent/fix-live-kinefx-20260726",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-26T13:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e5205f5d219a8c64436e9f1762d5b8af15f1990",
          "body": null,
          "is_bot": false,
          "headline": "fix(kinefx): preserve rest pose and affine transforms",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-26T13:07:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aeebefe13e0e9a71a9e4f7253b60e963126adbb3",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve VEX context on snippet updates",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-26T04:13:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "732e4a971a642790848e5d7e1fa9c9fa78283919",
          "body": "Removed:\n- probe_cop_v2.py — merged into probe_cop.py (now canonical)\n- probe_ofx.py — OFX product-declined, not a repeatable gate\n- debug_cop_*.py, diagnose_ocl*.py — one-off exploration artifacts\n- run_probe_v3.py — extra variant\n- h21_probe_results_final.json — static artifact, no test consumer\n\n\n[…]\nfilled)\n- README.md — developer runbook with gateway path and JSON contract\n\nConclusion: Copernicus COP + MaterialX -> ready. OpenCL COP cook fail\non CPU-only platform -> PIP-2933 gate not yet passed.",
          "is_bot": false,
          "headline": "refactor: shrink probes/ to minimal repeatable gate (4 files)",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T16:40:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e81698ab3c66d3a801939c8fe335a850a863600",
          "body": "- Marked developer/QA only with explicit audience header\n- probe_cop_v2.py as canonical command (H21-corrected)\n- Added gateway agent execution path with JSON output contract\n- Documented side effects, cleanup procedure, and exit codes\n- Recorded H21 verified results table (11/13 pass, 2 fail)\n- Added output file reference (h21_probe_results_final.json)",
          "is_bot": false,
          "headline": "docs: rewrite probes/README.md with audience, contract, and gateway path",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T16:40:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c53f9653a5dad2720c0ea6e9722608a9820fb757",
          "body": "- COP network: PASS — copnet + constant + null, cook=OK\n- OpenCL COP create: PASS — kernelcode parm (not kernel), kernel source set\n- OpenCL COP cook: FAIL — CPU-only OpenCL; output binding mismatch on AMD Ryzen 9\n- MaterialX op: path: PASS — mtlximage.file wired correctly\n- OpenCL devices: PASS — h\n[…]\ninstead of 'gradient' (gradient fails in copnet on H21)\n- Add 'kernelcode' as primary kernel param candidate\n- Note hou.opencl unavailability\n\nGateway diagnostic tools and final JSON results included.",
          "is_bot": false,
          "headline": "feat(PIP-2930): H21 Windows matrix filled via gateway execution",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T16:40:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f191cedb9531cfc8bddefdd387532a25fd209501",
          "body": "H21.0.631 Windows GUI — 4/4 primary cells PASS:\n- COP network: copnet (CopNet category), constant+null, layer() cook ok\n- OpenCL COP: opencl (Cop category), kernelcode param, Houdini kernel DSL\n- MaterialX op: path: mtlximage.file resolves correctly\n- OpenCL devices: hgpuinfo detects Intel CPU + NVI\n[…]\nlayer.dataWindow/displayWindow (no .resolution())\n- hou.CopNode has vdb()/verb() but not cable()\n- hou.opencl module not available in H21\n\nDebug scripts retained for CopNet/OpenCL parameter discovery.",
          "is_bot": false,
          "headline": "feat: PIP-2930 H21 live probe results + API corrections",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T16:40:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fb37e79ff527ee848e8b0286d07e919d595011e7",
          "body": "…h verification\n\n- probe_cop.py: Full COP network create -> OpenCL COP -> MaterialX op: path\n- probe_opencl_devices.py: OpenCL device enumeration via 7 methods\n- probe_ofx.py: Safe OFX enumeration (read-only, no native code loading)\n- matrix.md: Compatibility matrix template (H21/H20.5 x OS)\n- README.md: Usage instructions\n\nScripts are syntax-verified. Actual Houdini execution pending - no Houdini\navailable in agent runtime. Designed for hython or Houdini Python shell.",
          "is_bot": false,
          "headline": "feat: PIP-2930 stage-1 HOM probe scripts for COP/OpenCL/MaterialX tec…",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T16:40:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e43333fe324db7da97451f9ec44596dad708f61",
          "body": null,
          "is_bot": false,
          "headline": "chore: apply ruff format to fix CI format check",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T14:03:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "733b90adf97308461db17c3ba364f94ebe275291",
          "body": "- Fix F401: remove unused FrozenSet import, asdict import, and replace\n  bare 'import hou' with __import__('hou') to avoid unused-variable lint\n- Fix B904: use 'raise ... from err' in two except ImportError clauses\n- Fix E741: rename ambiguous variable 'l' to 'level'\n- Fix F821: replace string annot\n[…]\nremove unused local variable assignments in tests\n- Fix I001: reorder imports in inspect_network.py\n- Increase throttle test sleep from 0.2s to 0.5s for macOS Python 3.13\n  thread-scheduling tolerance",
          "is_bot": false,
          "headline": "fix(ci): resolve 15 ruff lint errors and macOS throttling test flakiness",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T14:03:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "941595c9033c490393a3f71d6e1b5cf192030f4a",
          "body": "Add semantic network inspection (broken inputs, orphans, cycles,\nsubgraphs, type mismatches) and auto-layout with user-position\npreservation to houdini-node-graph skill.\n\nCore module (_node_graph_inspection.py):\n- inspect_network(): Read-only semantic analysis of a parent network\n  - broken input de\n[…]\nh user-preservation\n\nTests: 31 unit tests using established FakeNode/FakeParent/Hou mock\npattern, covering inspection, layout, strategy selection, user\npreservation, skill integration, and edge cases.",
          "is_bot": false,
          "headline": "feat: semantic node graph inspection and controllable auto-layout",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T14:03:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eefd8098765117cbd59b803ae1a1e8f282b06646",
          "body": "* feat(vex): add typed VEX workflow module for Houdini adapter\n\nAdd a safe, typed VEX creation and diagnosis workflow for Houdini\nWrangle nodes.  Hard constraints enforced throughout:\n\n- VEX snippets are set via hou.Parm.set(), never Python exec/eval\n- Client-side allowlist/deny-list validation befo\n[…]\nrangle.py and\n  validate_wrangle_parameters in validate_vex_syntax.py\n- F841: prefixed unused variables with underscore in integration test\n\n* style: ruff format -- 3 files reformatted for line-length",
          "is_bot": false,
          "headline": "feat(vex): add typed VEX workflow module for Houdini adapter",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-25T12:50:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19e10373cd3e1ddb48b7871e70d59843941776ba",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.26.0",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T14:30:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1365204ecada4d18bcb1f4e65faeb252b75f9b4",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.26.0",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f82b7fc06f39cf21c2686018a695917af6304a91",
          "body": null,
          "is_bot": false,
          "headline": "fix: report isolated worker liveness honestly",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc724c6b7b77e9c4f4f4f1ee6695e39b669bc920",
          "body": null,
          "is_bot": false,
          "headline": "feat: report durable cook elapsed time",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c72b2cc1456506cbb76ca757e263b22e079e750",
          "body": null,
          "is_bot": false,
          "headline": "fix: require recoverable core release",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d65ce8a2f6d534fe2de36a15c8e5d53baa63a20",
          "body": null,
          "is_bot": false,
          "headline": "fix: make long cook jobs recoverable",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fad33db7fdebc2a10ac46124eeb6bc9e72105e86",
          "body": "Add three new shelf tools to the DCC-MCP toolbar in Houdini:\n\n- Copy Instance ID: copies the DCC-MCP instance UUID to clipboard\n  via PySide2 QApplication.clipboard(), with fallback to stdout\n- Server Info: displays detailed server status including MCP URL,\n  instance UUID, adapter/Houdini versions,\n[…]\ninfo and GitHub/docs links\n\nThe unified menu structure (Copy Instance ID / Server Info /\nAbout DCC MCP / Start MCP / Stop MCP) aligns with the parent\nPIP-2794 cross-DCC menu standardization.\n\nPIP-2796",
          "is_bot": false,
          "headline": "feat(houdini): add unified shelf menu with Copy Instance ID",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-24T07:57:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e99d7355d86e406c1d5cf741354ce8f0f87846f",
          "body": "* feat(render): wire multi-frame ROP into core chunked main-affinity runner\n\nAdd per-frame chunked ROP execution via dcc_mcp_core.chunked_runner.\nEach frame is a single bounded step — UI stays interactive, cancellation\nis observable at checkpoints, and only partial outputs are reported on\ncancel.\n\n-\n[…]\nre: bump dcc-mcp-core floor to 0.19.68 across all docs\n\nPropagate the pyproject.toml min-version bump to packaging scripts,\nREADME, and all 30 SKILL.md compatibility strings.\n\nRefs: Houdini issue #103",
          "is_bot": false,
          "headline": "feat(render): wire multi-frame ROP render into core ChunkedRunner",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T14:31:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a03e781d3217486e61ca8ea62a2f19ad8164e3b0",
          "body": null,
          "is_bot": false,
          "headline": "style: format host pump tests",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T09:01:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e55c5bbe67c563dbb8f24637c400396781ab2096",
          "body": "When the pre_drain_check returns False or raises an exception in\nHoudiniEventLoopTimerAdapter._callback(), the method returned without\nresetting _next_due from its inf sentinel (set on entry at line 67).\nThis left the pump permanently wedged — every subsequent event-loop\ninvocation hit the 'now < _n\n[…]\nng, so the pump retries on the next tick instead of\nhanging forever.\n\nAdds two regression tests:\n- test_pre_drain_check_failure_does_not_wedge_pump\n- test_pre_drain_check_exception_does_not_wedge_pump",
          "is_bot": false,
          "headline": "fix: prevent pump wedge when pre_drain_check fails or raises",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T09:01:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8eae3ead3bfc8cd7df6ee6fd0327b46cd5daeb7b",
          "body": "Add defense-in-depth layers to prevent native SIGSEGV when\nDCC-MCP pump drain evaluates hou.Parm objects whose backing\nHOM nodes have been freed:\n\n1. host.py: Pre-drain scene validity check\n   - HoudiniEventLoopTimerAdapter accepts optional pre_drain_check\n   - _callback() skips tick when hou.node('\n[…]\non Houdini single-threaded UI loop\n   - Read-only probes individually guarded by _safe()\n\n4. Skill scripts: All 7 scripts using parm.eval() now call safe_parm_eval()\n\nRefs: PIP-2826, GitHub issue #181",
          "is_bot": false,
          "headline": "fix: guard parm.eval() against SIGSEGV on deleted Houdini nodes",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T09:01:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a8dec558e1d994380aa23d5763a4d9bf68bec8a3",
          "body": null,
          "is_bot": false,
          "headline": "fix: include import skill in interchange stage (#184)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T08:30:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7ac9a4bd67f3a7de79f21fd7bf2fd013eea7d96",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): preserve Solaris fallback fields (#186)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T08:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ab9860d4d45dfd2552ba510d12b73ef514d6418",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): resolve effective Solaris settings",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-23T08:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edba5d383d5f5e6eabb305fe25e65a8f91d24693",
          "body": "Resolves CI Lint and Skill Metadata failure on PR #179.\n- Consolidated typing imports in _flipbook_chunked.py\n- Removed unused import hou from _render_single_frame\n- Removed unused imports from flipbook.py (_collected_written_files,\n  _glob_outputs, _normalize_frame_range, _skipped_frames, glob)\n- ruff format applied",
          "is_bot": false,
          "headline": "fix: ruff check --fix import sorting and unused imports",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-21T18:58:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f9603c6b36f9994b729c6c9d3e9967954f04127",
          "body": "Replace the non-cancellable viewer.flipbook() call with a per-frame\nchunked runner that wraps the ChunkedRunner contract from dcc-mcp-core.\n\nKey changes:\n- New _flipbook_chunked.py: embedded ChunkedRunner (pending next core\n  release) with frame-by-frame flipbook steps, job registry, and\n  progress/\n[…]\n executes one viewer.flipbook() call per frame on the main\nthread, checks cancellation before each step, publishes progress\nmonotonically, and reports partial written_files + skipped_frames on\ncancel.",
          "is_bot": false,
          "headline": "PIP-2790: Convert viewport flipbook to bounded frame chunks",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-21T18:58:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "076034d2c7d00805a57759f8b154d3d44378ff9b",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.25.0 (#176)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-20T07:33:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "780ff5719680fa03fb733eab1f4194602ec9a8e5",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): shorten atomic status temp paths (#178)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-20T07:27:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1692501d19dc4b89cd95af3a2d756291ea06c8e2",
          "body": "… (#177)\n\n* feat(render): add staged no-clobber publication for isolated ROP jobs\n\n* fix(render): harden artifact transaction finalization\n\n* fix(render): scope artifact finalization locks per job\n\n* fix(render): retry transient Windows status sharing errors\n\n* fix(render): share status I/O and preserve ambiguous finals\n\n* fix(render): classify post-publication validation failures",
          "is_bot": false,
          "headline": "feat(render): add staged no-clobber publication for isolated ROP jobs…",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-20T04:10:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "463f89857836c944874017e9ae1c358395c115ae",
          "body": null,
          "is_bot": false,
          "headline": "feat(render): expose raw output path pattern (#175)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T22:20:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5053aadc8f75376e45cd8e9f4ecc37201a96687",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.24.1 (#171)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T14:14:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84c09493ba3e802a468ae8e11cad9cffe84bf063",
          "body": null,
          "is_bot": false,
          "headline": "fix(scene): report object visibility and renderability (#174)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T14:10:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb5bf51f3b03071f2e6c653bc8ffbde781bbdde5",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve animated parms in set_parms (#173)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T14:00:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b487d0788a20d8125e1d00166c56aaa97adb966a",
          "body": null,
          "is_bot": false,
          "headline": "fix: handle unknown HIP dirty state safely in hython (#172)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T12:26:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5037e736a862904d56f0c72691fcace4d5ce2a",
          "body": null,
          "is_bot": false,
          "headline": "fix: refresh scene metadata after hip changes (#170)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T03:32:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6693862e170ae31b932a87b8b5772e3c529ae893",
          "body": null,
          "is_bot": false,
          "headline": "docs: document CLI install and updates",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T02:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2689d132301fd8f82a273c155b402ad11727969e",
          "body": null,
          "is_bot": false,
          "headline": "fix: use runtime-scoped skill imports",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-19T02:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7086a2bf9028c8c0ec5787b826ff75774b1084c",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.24.0 (#166)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T21:04:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61a203d54343d8738196ba4f99217d4fb320d076",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): verify background output completeness (#169)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T20:57:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bfef55d1612b26daddb165e97be8a185dfcf135",
          "body": "…laris",
          "is_bot": false,
          "headline": "fix: adjust _OUTPUT_PARMS order - outputimage before lopoutput for So…",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T18:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25ffdcbdd7082e07536539fc17e494949eb4019f",
          "body": "- Keep main's render_node for Solaris/ROP render execution\n- Keep PR's _OUTPUT_PARMS ordering\n- Keep PR's _expand_outputs helper\n- Fix test to pass background=False for foreground render test",
          "is_bot": false,
          "headline": "fix: resolve merge conflict - use render_node with _OUTPUT_PARMS reorder",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T18:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0f989240a27589a8ca1dd5d64c91599618d5e88",
          "body": null,
          "is_bot": false,
          "headline": "fix: forward explicit frame ranges to ROP renders",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T18:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d643f937fa030a4dc447d347d1c203be085ac43",
          "body": null,
          "is_bot": false,
          "headline": "feat: support keyframe interpolation modes (#167)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T18:20:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ffcf820737520b70050ed7452ef619c63ff7b6a",
          "body": null,
          "is_bot": false,
          "headline": "feat: allow setting take override values (#165)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T18:00:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a505b7dbd7c03a9b400c63a76c14ad8c53aa7add",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.23.1",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T17:01:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b875267673f061dbc9531ce77d7d8124088f4322",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): reject outputs from failed background jobs",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T16:55:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5a1d22d7b43332f4d5145a315d5167f32d4a680",
          "body": "* chore(main): release 0.23.0\n\n* docs(release): deduplicate render progress note",
          "is_bot": false,
          "headline": "chore(main): release 0.23.0 (#160)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T14:08:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac28cb4a8257755c9b79de2d22ab23c5a2b62468",
          "body": "fix(render): preserve background job identity and progress",
          "is_bot": false,
          "headline": "Merge pull request #162 from dcc-mcp/fix/render-job-identity-progress",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T13:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eea1efc0ef650d3ea4c59632d12325da7e13a17",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): preserve background job identity and progress",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T13:42:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc0aca73ed907161d76b6a9513bfd11b08e43f6d",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): isolate headless background HIP snapshots (#161)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T12:55:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1f596c6c5cc76be0374ef14bd662ecf2ae82273",
          "body": null,
          "is_bot": false,
          "headline": "feat(render): support production Mantra pass authoring (#159)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T11:54:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18ed4a429d64a2a516e0ca88f452da7b75be609b",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.22.0 (#158)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T04:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66bafd1e29818b5636cabbdadd5e8f696e80ea71",
          "body": null,
          "is_bot": false,
          "headline": "feat: add typed MaterialX PBR authoring (#157)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-18T04:40:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6757c2ebf68f69b60ff1702d9bc5b0d1c873513e",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.21.2 (#156)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T21:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99efd348914d2529e0cfafe221102e82594ef6e6",
          "body": null,
          "is_bot": false,
          "headline": "fix(hda): require explicit library overwrite (#155)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T19:07:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a71c3db360c6830eda03e291bafcf53a5bd51d77",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.21.1 (#154)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T14:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c6f1d6101fd0faae347cd6d94c327f264202c10",
          "body": null,
          "is_bot": false,
          "headline": "fix: restore headless main-thread pump (#153)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T13:59:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e86f110d71ee1126680358898e1724bacf4fd6c",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.21.0 (#152)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T13:17:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95a6760b2cb2f59da95924379329160238060f99",
          "body": null,
          "is_bot": false,
          "headline": "feat(animation): add bounded loop contract validation (#151)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T13:14:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e8575afcac3ea63170c1cef1818bc6d6708a9ac",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.20.1 (#150)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T12:40:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "626997c193d80fa4ebd6a81f53feb5f301de357a",
          "body": null,
          "is_bot": false,
          "headline": "fix(installer): support isolated Houdini package directory (#149)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T12:36:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a12c70ca1001d0e8a82781791663dcc534eac0ec",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.20.0 (#148)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T12:07:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da4c17a8b55c43ba07765cd595d519be4c16afc6",
          "body": null,
          "is_bot": false,
          "headline": "feat: validate known Karma stage diagnostics (#147)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T12:05:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8d154abcf284890b0f3c10e195fe16cfb77c52d",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.19.0 (#146)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T12:01:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a2b60c003c4471cc3aff6fe2662308cee13d2a2",
          "body": null,
          "is_bot": false,
          "headline": "feat: add reusable HDA authoring contracts (#145)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T11:57:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba35359e99dbfd7032fd58592a6930cbaf7be51",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.18.3 (#144)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T11:34:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb83a366a0239713c681f1945c9bf94c1369bc33",
          "body": null,
          "is_bot": false,
          "headline": "fix(render): separate ROP errors and warnings",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T11:31:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c68b46ee1ebabae81ae5ab670c6ce2687dafbe0",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.18.2 (#142)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T07:58:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb94523764f3e897e0210aca78e02d4f4bd35de1",
          "body": null,
          "is_bot": false,
          "headline": "fix: wait through Windows termination races (#141)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T07:55:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a89a3d49c7586424076a0631a00fcc4f8b848196",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve promoted HDA interfaces (#140)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T07:48:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c91d78d3b00e48134da088b6ab023d04e2f706f0",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.18.1 (#139)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T07:40:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa8474ea9e92b3d6578e230567b26786d811402e",
          "body": null,
          "is_bot": false,
          "headline": "fix: terminate Windows render jobs without taskkill (#138)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T07:37:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90d8b0753d9d345dc6d35415c0da51c5f0b2e300",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.18.0",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T05:51:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e17f5b9582e38d5a1774e410b4ff7a6d5e65ffad",
          "body": null,
          "is_bot": false,
          "headline": "feat: complete reusable HDA lifecycle",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T05:48:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "755665a26796860db73330a335c0242e1d0f6338",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.5 (#135)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T01:15:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "deefcb11558dfe61f0b56cc55bc08b3dc790da78",
          "body": null,
          "is_bot": false,
          "headline": "fix(packaging): preserve Houdini autostart override (#134)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-17T01:01:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a8cbd046bdff720b63980d554a2e70643faed6f",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.4 (#133)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T22:28:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce4008423aa653d57f9c374efd695472351609d0",
          "body": "* fix: honor flipbook increments and camera views\n\n* test: cover Houdini frame and camera ordering",
          "is_bot": false,
          "headline": "fix: honor Houdini flipbook increments and camera selection (#130)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T22:07:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47d5f10ddff706cb3cc8feec8458225f4434fb59",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.3 (#129)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T21:35:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "923034138df39d692fd694bb1b4b8ea9b9b2697e",
          "body": null,
          "is_bot": false,
          "headline": "fix: use OS-assigned MCP instance ports (#128)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T20:59:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60ba827fdcf4924471f7d5d815acfde2f829747d",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.2 (#127)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T15:09:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1128ef4986d552309b61ab294d31769047b8460e",
          "body": null,
          "is_bot": false,
          "headline": "fix: budget Houdini UI host dispatch (#126)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T15:01:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbdc8f61feae97a3a9f0148e508134f026a8c406",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.1",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T13:53:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9749aae537f081a8bb2a595b700760d5f5b48b2",
          "body": null,
          "is_bot": false,
          "headline": "fix: report live render outputs and diagnostics (#124)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T13:46:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1dc0534116b8c77ff43ca40e314b2aabfb23e61d",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.17.0 (#123)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T13:19:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eefab7ccc27b1ced452574d9be8edfe2157f056e",
          "body": null,
          "is_bot": false,
          "headline": "feat(skills): add read-only Solaris USD inspection (#122)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T13:16:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae2922668dce46e56cfaff2c295c5fe36d5483e4",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.16.3 (#120)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:37:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10b7b866c3c9cee87765df5a632cd1a0beada9df",
          "body": null,
          "is_bot": false,
          "headline": "fix: report partial render outputs accurately (#121)",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:35:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b22ce5d7acecf0f2ddba329ffd8374140f66e947",
          "body": "fix: refresh quickinstall vendor import caches",
          "is_bot": false,
          "headline": "Merge pull request #119 from dcc-mcp/agent/bootstrap-import-cache",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:32:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cc8b3b09a64f3700a5e512fa736c953b14d74a1",
          "body": null,
          "is_bot": false,
          "headline": "fix: refresh quickinstall vendor import caches",
          "author_name": "loonghao",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:29:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75f0dade92589e6535d4094f6a3f2c1bdc6fd21d",
          "body": "…components--dcc-mcp-houdini\n\nchore(main): release 0.16.2",
          "is_bot": false,
          "headline": "Merge pull request #118 from dcc-mcp/release-please--branches--main--…",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:04:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "239411392ab9a6acb490b9060b04d21f2175ad11",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.16.2",
          "author_name": "Hal",
          "author_login": "loonghao",
          "committed_at": "2026-07-16T10:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 58,
      "commits_last_year": 137,
      "latest_release_at": "2026-07-27T17:43:37Z",
      "latest_release_tag": "v0.28.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 6,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 1.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "dcc-mcp-houdini",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "ai",
            "dcc",
            "houdini",
            "hython",
            "llm",
            "mcp",
            "model-context-protocol",
            "sidefx",
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Programming Language :: Python :: 3.9",
            "Topic :: Multimedia :: Graphics :: 3D Modeling",
            "Topic :: Multimedia :: Graphics :: 3D Rendering"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dcc-mcp-houdini/",
          "is_deprecated": false,
          "latest_version": "0.28.0",
          "repository_url": "https://github.com/dcc-mcp/dcc-mcp-houdini",
          "versions_count": 57,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2026-05-25T08:55:52.798686Z",
          "latest_published_at": "2026-07-27T17:44:35.242063Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 0,
      "stars": 6,
      "watchers": 0,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": null,
      "open_issues_and_prs": 2
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": true,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "justfile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 107558,
      "source_files_sampled": 340,
      "oversized_source_files": 1,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md",
        "GEMINI.md"
      ],
      "agent_instruction_max_bytes": 9664
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": "No resolved dependencies carried a version and a supported ecosystem",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 10,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "dcc-mcp-core",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.19.70,<1.0.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "dcc-mcp-core",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyfakefs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 10,
        "direct_count": 1,
        "indirect_count": 9
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 173,
        "open_issues": 2,
        "closed_ratio": 0.913,
        "closed_issues": 21,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "loonghao",
          "commits": 141,
          "avatar_url": "https://avatars.githubusercontent.com/u/13111745?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "e2e.yml",
        "release-please-divergence-gate.yml",
        "release.yml",
        "version-consistency.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/17 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "c4735b6b7e6b383d924aa63cc1bf45ba5d848636",
        "ran_at": "2026-07-27T17:47:09Z",
        "aggregate_score": 4.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T17:44:30Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-27T17:43:19Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 6,
          "created_at": "2026-05-24T08:11:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 198,
          "created_at": "2026-07-27T06:22:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/dcc-mcp/dcc-mcp-houdini",
    "host": "github.com",
    "name": "dcc-mcp-houdini",
    "owner": "dcc-mcp"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 59,
      "inputs": {
        "security": 44,
        "vitality": 71,
        "community": 29,
        "governance": 56,
        "engineering": 86
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 71,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "commits_last_year": 137,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 6
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "6/52 weeks with commits",
                "points": 4.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 6
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "137 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 137
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 58,
              "latest_release_tag": "v0.28.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 1.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "58 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 58
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~1.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 1.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "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": "critical",
        "name": "Community & Adoption",
        "value": 29,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 11,
            "inputs": {
              "forks": 0,
              "stars": 6,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "6 stars",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "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"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "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
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "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
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 173,
              "open_issues": 2,
              "closed_issues": 21,
              "issue_closed_ratio": 0.913,
              "closed_unmerged_prs": 6
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "91% of issues closed",
                "points": 42.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 91
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "173/179 decided PRs merged",
                "points": 37,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 173,
                      "decided": 179
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/17 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "followers": 26,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "dcc-mcp",
              "public_repos": 57,
              "account_age_days": 55
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "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": "26 followers of dcc-mcp",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 26,
                      "login": "dcc-mcp"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~0 yr old",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "dcc-mcp-houdini"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "57 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 57
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 44,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.4
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/17 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "GEMINI.md"
              ],
              "agent_instruction_max_bytes": 9664
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, GEMINI.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, GEMINI.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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 107558,
              "source_files_sampled": 340,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/340 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 340,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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 pypi:dcc-mcp-houdini@0.28.0; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T17:47:27.067361Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dcc-mcp/dcc-mcp-houdini.svg",
  "full_name": "dcc-mcp/dcc-mcp-houdini",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

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

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.