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Software-GesundheitsberichtSchema 0.26.0 · Metriken 1.13.0 · 2026-07-22 11:43 UTC

Yuan-lab-LLM / ClawManager

A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, and reusable resources across multiple agent runtimes.

TypeScript · GoMIT★ 1.916 Sterne⑂ 150 Forksseit März 2026Auf GitHub ansehen ↗

Yuan-lab-LLM/ClawManager erreicht einen Gesundheitsindex von 68 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (90/100) ab, am schwächsten bei Security (47/100). Zuletzt vor 1 Tag aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

68
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.

68
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

Yuan-lab-LLMPersönliches Konto
65 Follower8 öffentliche Reposseit Dez. 2025

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

Metriken nach Kategorie

Vitalität

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

86Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
12.5/36Commit-Rhythmus — 18/52 Wochen mit Commits
18/18Commit-Volumen — 203 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year203
human_commit_share1
days_since_last_push1
active_weeks_last_year18

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 41 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 1 Tagen
27/27Release-Rhythmus — ein Release etwa alle 3,8 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count41
latest_release_tagv2026.7.21
releases_from_tagsnein
days_since_latest_release1
mean_days_between_releases3,8
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

65Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
53.2/60Stars — 1.916 Stars
18.1/25Forks — 150 Forks
7.2/15Watcher — 21 Watcher
Verwendete Eingangsdaten
forks150
stars1.916
watchers21
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?

51Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
7.5/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 67 % der Commits
13.5/13.5Breite der Beitragenden — 11 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled11
top_contributor_share0,667
Wie die Bewertung erfolgt
34.9/46.8Issue-Lösungsquote — 75 % der Issues geschlossen
34.7/38.3PR-Annahme — 88/97 entschiedene PRs gemergt
10.5/15OpenSSF Scorecard: Code-Review — Found 10/14 approved changesets -- score normalized to 7
Verwendete Eingangsdaten
merged_prs88
open_issues15
closed_issues44
issue_closed_ratio0,746
closed_unmerged_prs9
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
13.1/25Reichweite des Inhabers — 65 Follower von Yuan-lab-LLM
8.1/25Kontohistorie — 8 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers65
owner_typeUser
is_verified
owner_loginYuan-lab-LLM
public_repos8
account_age_days209
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

90Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.js
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://yuan-lab-llm.github.io/ClawManager/
10/10Repository-Beschreibung
10/10Topics — 4 Topics
10/10Wiki
Verwendete Eingangsdaten
topicskubernetes, openclaw, webtop, hermes
has_wikija
homepagehttps://yuan-lab-llm.github.io/ClawManager/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

47Gefährdet · 16 % des Gesamtindex

Sicherheitslage

47Gefährdet
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 — 14 out of 14 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
5.2/7.5Code-Review — Found 10/14 approved changesets -- score normalized to 7
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
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 — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 46 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

69Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 83 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,83
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — backend/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.js
11/11Statische Typprüfung — e2e/tsconfig.json, frontend/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
6/10Belegte Agentenpraxis — 3 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesgo.sum, package-lock.json
has_dockerfileja
typed_languageja
bootstrap_filesbackend/Makefile
has_devcontainernein
has_linter_configja
typecheck_configse2e/tsconfig.json, frontend/tsconfig.json
agent_commit_share0,03
toolchain_manifestsbackend/go.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — TypeScript (statisch typisiert)
52.6/55Handhabbare Dateigrößen — 18/418 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageTypeScript
largest_source_bytes399.367
source_files_sampled418
oversized_source_files18

Eckdaten

1.916GitHub-Sterne
11Mitwirkende
203Commits, letzte 12 Monate
1Tage seit letztem Push
41Releases
1Bus-Faktor
15offene Issues
Go, npmPaket-Ökosysteme

Warnungen zur Datenerhebung

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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 150 ⇿
0Sterne
150Forks
40Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0255075100125150150202026-032026-052026-07
Major 0Minor 0Patch 40
OpenSSF Scorecard 4.7 / 10
4.7Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-22 11:41 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-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 10/14 approved changesets -- score normalized to 7
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities46 existing vulnerabilities detected
Direkte Abhängigkeiten 22
RegistryPaketVersionsvorgabeManifest
Gogithub.com/gin-gonic/ginv1.12.0backend/go.mod
Gogithub.com/go-playground/validator/v10v10.30.1backend/go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.0backend/go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1backend/go.mod
Gogithub.com/gorilla/websocketv1.5.3backend/go.mod
Gogithub.com/upper/db/v4v4.10.0backend/go.mod
Gogolang.org/x/cryptov0.49.0backend/go.mod
Gogopkg.in/yaml.v3v3.0.1backend/go.mod
Gok8s.io/apiv0.32.3backend/go.mod
Gok8s.io/apimachineryv0.32.3backend/go.mod
Gok8s.io/client-gov0.32.3backend/go.mod
npm@tanstack/react-query^5.90.21frontend/package.json
npm@xterm/addon-fit^0.11.0frontend/package.json
npm@xterm/addon-unicode11^0.9.0frontend/package.json
npm@xterm/xterm^6.0.0frontend/package.json
npmaxios^1.13.6frontend/package.json
npmjs-yaml^4.2.0frontend/package.json
npmlucide-react^1.17.0frontend/package.json
npmreact^19.2.4frontend/package.json
npmreact-dom^19.2.4frontend/package.json
npmreact-router-dom^7.13.1frontend/package.json
npmzustand^5.0.11frontend/package.json
Alle Abhängigkeiten nicht erhoben

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

JSON-Rohbericht maschinenlesbar
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          "body": "* feat(skill-hub): add Skill Hub catalog, publish flow, and lite materialize pipeline\n\nIntroduce Skill Hub for browsing, importing, publishing, and installing skills, with lite instance package materialization and runtime sync support.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(skill-hu\n[…]\n restore release deployment configuration\n\n* feat(skill-hub): 支持 Skill 批量安装与 Hermes 导入\n\n---------\n\nCo-authored-by: heshengran <heshengran@ieisystem.com>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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        },
        {
          "oid": "6f029789978dfc5379e3f0b70a7449e2f4493f86",
          "body": "- Disable Webtop/KasmVNC bidirectional clipboard sync by default to reduce accidental paste during remote desktop input\n- Derive desktop runtime /dev/shm defaults from instance memory: 1G for 4G, 2G for 8G, and 4G for 12G+\n- Preserve explicit SHM_SIZE_GB overrides and keep shell runtime behavior unchanged\n- Add tests for openclaw/hermes clipboard policy and /dev/shm default selection\n- Support multiple OpenClaw channel resources and fix alias injection",
          "is_bot": false,
          "headline": "Tune desktop clipboard and shared memory defaults",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-28T08:25:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "011d82146699cce8c90a7d442dbadc177993e905",
          "body": "update wechat group image",
          "is_bot": false,
          "headline": "Merge pull request #130 from Yuan-lab-LLM/Iamlovingit-patch-1",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T02:19:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d79e6255fd0dd26c359ce7ba3e9ad8a1e2afbb3",
          "body": "update",
          "is_bot": false,
          "headline": "update wechat group image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T01:46:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cd4c84953b7b261c67a482194e4d0db66af2758",
          "body": "feat: add Bundle Skills, WeCom channel, configurable archive limit",
          "is_bot": false,
          "headline": "Merge pull request #128 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T01:43:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "561b263c8bd449017f3c6a93e93f45ad5b47b4b5",
          "body": "…ix #123\n\n- Bundle Skills: attach skills to config bundles, auto-resolve on creation. Migration 022 adds openclaw_config_bundle_skills table. Fix #123\n- WeCom channel: wecom connector with botId/secret/dmPolicy/allowFrom\n- CLAWMANAGER_WORKSPACE_ARCHIVE_MAX_MIB controls archive size limit, synced to nginx client_max_body_size via start.sh\n- Update deployment manifests, i18n, and frontend UI",
          "is_bot": false,
          "headline": "feat: add Bundle Skills, WeCom channel, configurable archive limit, f…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-26T09:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a64fa2099792f1c53917c87dec0e94a70c89c8f6",
          "body": "…cation\n\nAdd cursor-based GET /teams/:id/tasks and GET /teams/:id/events APIs.\nTeam detail page loads older messages on scroll/click and deduplicates\ncollaboration chat messages with improved thread ordering.",
          "is_bot": false,
          "headline": "feat(team): add paginated task/event history and improve chat dedupli…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-25T02:29:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dae2f4e604e4c53070d04c5e5cb88e64802f2880",
          "body": "feat: add openclaw shell runtime preset",
          "is_bot": false,
          "headline": "Merge pull request #126 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T11:27:05Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "feat: add openclaw shell runtime preset",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T11:21:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab112f9ccbaaf9f4955454b9f28c116f5693f572",
          "body": "feat: add shell runtime and harden team shared storage",
          "is_bot": false,
          "headline": "Merge pull request #124 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:22:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c192908d9552f4eff1a0d34ac9059f3d5434e6ae",
          "body": null,
          "is_bot": false,
          "headline": "feat: add shell runtime and harden team shared storage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:06:59Z",
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          "is_coding_agent": false
        },
        {
          "oid": "8bfd6340e985e3fa17e1177ee9105a94254f95f7",
          "body": "# Conflicts:\n#\tbackend/internal/services/instance_service.go\n#\tbackend/internal/services/k8s/pod_service.go\n#\tbackend/internal/services/k8s/pod_service_test.go\n#\tfrontend/src/components/InstanceAccess.tsx",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:12:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "156b5bc32835af11af07027b70af900b6cfebf9e",
          "body": "Modify readme",
          "is_bot": false,
          "headline": "Merge pull request #122 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:03:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9f0d2793475adefab39ad78679122e0f76919e6",
          "body": null,
          "is_bot": false,
          "headline": "Modify readme",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-18T13:32:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2164f3c405a9c1abda26546d08aa53949c6c637",
          "body": "feat(team): Multi-agent Team control plane across runtimes (Leader-mediated collaboration)",
          "is_bot": false,
          "headline": "Merge pull request #121 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T09:21:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fe1418d5e4995be72b4208a419967167f512222",
          "body": "…diated collaboration)\n\n- Add migrations plus Team/Member/Task/Event APIs; Redis Streams consumer projects inbox/events into DB as source of truth\n- Inject Team Secret (Redis URL, team token) via envFrom; shared RWX PVC at /team; sync ConfigMap roster to /team/team.json\n- Create member Pods through \n[…]\n\n- Add /teams, /teams/new, /teams/:id: creation wizard (roster, presets, shared env/OpenClaw plan), per-member desktops, collaboration timeline, debug dispatch (defaults to Leader when target omitted)",
          "is_bot": false,
          "headline": "feat(team): Multi-agent Team control plane across runtimes (Leader-me…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-18T08:30:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7ceefbf6a81042063e720f5240ea182f7c9c6e8c",
          "body": null,
          "is_bot": false,
          "headline": "shell init",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-13T12:19:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a52d301d75c8361a4e3830f883c5b6b74e27259b",
          "body": "fix: paginate user management list",
          "is_bot": false,
          "headline": "Merge pull request #119 from Iamlovingit/codex/bugfix",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T14:59:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3bbedbbdc9dc10c9253b88d43dd433fe30c9dec",
          "body": null,
          "is_bot": false,
          "headline": "fix: paginate user management list",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T12:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e99c49f3e2eea7bafb018f7eecbf941519e94830",
          "body": "update wechat jpg",
          "is_bot": false,
          "headline": "Merge pull request #116 from Iamlovingit/wechat",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-08T11:19:33Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "update wechat jpg",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-08T11:14:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "936221c2c79ae7889fc8180ea4dc1e1dba3b2243",
          "body": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
          "is_bot": false,
          "headline": "Merge pull request #112 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T09:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0c6b763af2bce5687f8ddba553ea10714d77ca0",
          "body": null,
          "is_bot": false,
          "headline": "fix build issue",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-07T03:00:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "054a2b9b4472f17fdf5a2c9fa5ab31ee54a9d521",
          "body": "- add configurable /dev/shm mounts for instance pods with a bounded SHM_SIZE_GB override\n- introduce pod security modes and use chromium-compat for OpenClaw instead of privileged\n- keep privileged mode only as an explicit admin fallback\n- remove the node-level clawmanager-node-tuner manifest to avoid changing host security defaults\n- fix k3s HTTPS and API/proxy service port mappings\n- add tests for SHM parsing and pod security mode behavior",
          "is_bot": false,
          "headline": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-07T02:34:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "6e512dc93ad39468b2cb555530e7ee0e8ba4dea6",
          "body": "fix: use persistent path for PV hostPath instead of /tmp/",
          "is_bot": false,
          "headline": "Merge pull request #111 from hippoley/fix/pv-hostpath-persistent",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T01:53:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "963a1c378e4a7986fd16a8b405c55ffab6dfad79",
          "body": "BREAKING: PV hostPath prefix changed from /tmp/clawreef/ to /data/clawreef/\n\nProblem:\n- PV hostPath was hardcoded to /tmp/clawreef/user-{id}/instance-{id}\n- /tmp/ is a volatile directory that may be cleaned by systemd-tmpfiles\n  or cleared on node reboot (depending on OS configuration)\n- This caused\n[…]\n to /data/clawreef/\n  and create a symlink for backward compatibility:\n    mkdir -p /data/clawreef\n    mv /tmp/clawreef/* /data/clawreef/\n    rm -rf /tmp/clawreef && ln -s /data/clawreef /tmp/clawreef",
          "is_bot": false,
          "headline": "fix: use persistent path for PV hostPath instead of /tmp/",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-05-06T23:57:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d354455d29ef8eb1bcab05b327c7aade56c4ec5",
          "body": "fix: make instance deletion asynchronous",
          "is_bot": false,
          "headline": "Merge pull request #104 from Iamlovingit/delinstance",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T11:31:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55e9edfb833c1aa4ce4ae2903d16fa1117a3fd96",
          "body": null,
          "is_bot": false,
          "headline": "fix: make instance deletion asynchronous",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T11:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd2aa8ca08b62248001d21e00f657cf6ac1ea53c",
          "body": "update wechat image",
          "is_bot": false,
          "headline": "Merge pull request #103 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T09:27:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9fc5e2cf85418f968226e86869dd9939292502d",
          "body": null,
          "is_bot": false,
          "headline": "update wechat image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T09:21:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b1dd3fbdb4a6c6d08d240d52c3771dee3b96e0",
          "body": "docs: add runtime previews to localized READMEs",
          "is_bot": false,
          "headline": "Merge pull request #100 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c8bf5180c6f3e0e2454477aa71fe229d9e2b28a",
          "body": null,
          "is_bot": false,
          "headline": "fix: normalize agents runtime image references",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:24:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cfed85ae8f1d2a1165f9005844bf68f9a4f213a",
          "body": null,
          "is_bot": false,
          "headline": "docs: add runtime previews to localized READMEs",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T08:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c35f6ecdc5548f1f8c81dfb45bf7977d9c295d",
          "body": "…dropping\n\nfix: channel editors silently dropping unknown fields on save",
          "is_bot": false,
          "headline": "Merge pull request #88 from naiqus/fix/openclaw-channel-editor-field-…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:14:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36def64226c7f5e8674be64c912d637b484b6028",
          "body": "feat: add hermes runtime integration",
          "is_bot": false,
          "headline": "Merge pull request #99 from Iamlovingit/hermes",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:13:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2613b4c45830c68e7e74f73f70d56ebe415a813",
          "body": null,
          "is_bot": false,
          "headline": "feat: add hermes runtime integration",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:00:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08dce2a29d6a1a2480d61cffb77207feab1526e8",
          "body": "TestNormalizeOpenClawResourceContentPreservesUnknownChannelFields and\nTestNormalizeOpenClawResourceContentPreservesFeishuSiblingAccounts were\ndeclared twice causing build failure.",
          "is_bot": false,
          "headline": "fix: remove duplicate test function declarations",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:48:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "032c038275c7c0274ad1bd6895efd44b95e2e3d7",
          "body": "…om:naiqus/ClawManager into fix/openclaw-channel-editor-field-dropping",
          "is_bot": false,
          "headline": "Merge branch 'fix/openclaw-channel-editor-field-dropping' of github.c…",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:08:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c39df72d5106abd026aa29ac7c24db71a54773c7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:07:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30abf94c453455a9ce1911fb653982009ce5188d",
          "body": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "is_bot": false,
          "headline": "Merge pull request #95 from hippoley/fix/image-pull-policy-configurable",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:46:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39a76c0f9f29d5fab6068f78eb20590e5a9a62e3",
          "body": "fix(instances): delete legacy network policy before create/start instead of ensuring default",
          "is_bot": false,
          "headline": "Merge pull request #93 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:45:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "584b071e35c0b93fbffb26ed8813c5f78354c483",
          "body": "Kubernetes defaults imagePullPolicy to Always when the image tag is\n:latest. This causes pod creation failures in air-gapped and enterprise\nenvironments where nodes cannot reach external registries.\n\nChanges:\n- Add ImagePullPolicy field to PodConfig struct\n- Default to IfNotPresent in CreatePod when not explicitly set\n- Support IMAGE_PULL_POLICY env var for operator override\n- Apply policy to both CreateInstance and StartInstance paths\n\nCloses #94",
          "is_bot": false,
          "headline": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-27T08:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf0125ab2378e1eca48eb936c6e914f8f838c6a3",
          "body": "…ead of ensuring default",
          "is_bot": false,
          "headline": "fix(instances): delete legacy network policy before create/start inst…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-04-27T01:43:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87fe5a6bdf9062bc686c2ad4f2491522e9db9ed7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-26T15:50:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a44141d97478d8821e5359daf5ed32303aa3ff3",
          "body": "…ine-leaks\n\nfix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "is_bot": false,
          "headline": "Merge pull request #92 from hippoley/fix/graceful-shutdown-and-gorout…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:42:45Z",
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          "body": "fix: .openclaw workspace transfer path and upload handling",
          "is_bot": false,
          "headline": "Merge pull request #87 from naiqus/fix/openclaw-transfer-path",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "oid": "313cc57ddc8b770c1fc9cf221a4dcdd233e35b3d",
          "body": "fix: admin sees all users' instances in workspace view",
          "is_bot": false,
          "headline": "Merge pull request #89 from naiqus/fix/admin-instance-view-leakage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "body": "…-update\n\nfix: cascade snapshot rendered_env when resource is updated",
          "is_bot": false,
          "headline": "Merge pull request #80 from hippoley/fix/cascade-snapshot-on-resource…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T15:55:17Z",
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          "oid": "cfd9c46ca822fd3369b21786041661cef3c7baa7",
          "body": "Address three HIGH-severity issues from the memory-leak and bloat\nanalysis (issue #56).\n\n1. Graceful shutdown (main.go)\n   - Replace gin's r.Run() with an explicit http.Server so the process\n     can intercept SIGINT / SIGTERM.\n   - On signal: drain active HTTP requests (10 s timeout), then stop\n   \n[…]\nessServiceStopTerminatesCleanup: Stop() is safe and\n  the service remains functional for token ops afterward\n\nAll existing tests continue to pass; full project build and regression\nverified.\n\nRef: #56",
          "is_bot": false,
          "headline": "fix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "author_name": "hippoley",
          "author_login": "hippoley",
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          "body": "When a resource is updated, all compiled/active snapshots that reference\nit (directly or via dependsOn) are now automatically recompiled so their\nrendered_env_json stays in sync.\n\nKey changes:\n- snapshotReferencesResource checks ResolvedResourcesJSON first (full\n  resolved set including dependsOn), \n[…]\ns from clobbering each other\n- ListActiveSnapshots queries both 'compiled' and 'active' statuses\n- Cascade runs in a background goroutine; errors are logged but never\n  fail the resource update itself",
          "is_bot": false,
          "headline": "fix: cascade recompile active snapshots when a resource is updated",
          "author_name": "hippoley",
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          "oid": "a33f3fee16e036476133b9d5c04d2ad78a904197",
          "body": "Summary\n-------\nLogging in as an admin and navigating to Workspace → My Instances\nreturned every instance in the cluster instead of the admin's own.\nRole was overloaded to both widen the admin console surface AND\nwiden the self-scoped list endpoint, so the workspace view broke\nthe owner-isolation co\n[…]\nrun build` all pass.\n\nScope note\n----------\nThis PR fixes the listing leak only. Per-instance handlers in\n`instance_handler.go` retain their existing inline role checks\nand will be audited separately.",
          "is_bot": false,
          "headline": "fix(instances): admin sees all users' instances in workspace view",
          "author_name": "naiqus",
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          "headline": "fix(openclaw): align upload limit to 50 MiB",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:08:35Z",
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          "body": "The previous error handler fell back to the button label when the server\ndid not return a JSON body (e.g. nginx 413 plain-HTML response), producing\na popup that said \"Import .openclaw\" on failure - indistinguishable from\na success message.\n\nAdd describeOpenClawError() that:\n- surfaces server-supplie\n[…]\n HTTP status code.\n\nAlso emit distinct i18n strings for success (importOpenClawSuccess) and\nfailure (importOpenClawFailed / exportOpenClawFailed) across all 5\nsupported languages (en, zh, ja, ko, de).",
          "is_bot": false,
          "headline": "fix(frontend): show meaningful error messages for OpenClaw import/export",
          "author_name": "naiqus",
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          "body": "Wrap c.Request.Body with http.MaxBytesReader(512 MiB) so oversize\nuploads that bypass the edge (or when nginx is swapped for another\nproxy) produce a JSON 413 with a clear message rather than a generic\n500 or a parser-side surprise. Also guards against header-declared\nsizes exceeding the cap.\n\nAligns backend and nginx limits on a single named constant.",
          "is_bot": false,
          "headline": "fix(openclaw): return structured 413 for oversize import uploads",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "body": "Nginx default client_max_body_size is 1 MiB. Any real .openclaw workspace\narchive exceeds that, so the Import endpoint rejects uploads with a plain\nHTML 413 Content Too Large response long before the request reaches the\nGo backend (which already permits up to 512 MiB via io.LimitReader).\n\nSet client_max_body_size to 512m on the server block so the edge limit\nmatches the backend limit.",
          "is_bot": false,
          "headline": "fix(nginx): raise client_max_body_size to 512m for .openclaw uploads",
          "author_name": "naiqus",
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          "body": "Adds build-tagged (//go:build integration) tests that exercise the\nExport and Import commands against a real OpenClaw pod:\n\n- Export_RoundTrip: seeds a marker file under /config/.openclaw, runs\n  buildExportCommand(), asserts the marker is present in the streamed\n  tar.gz.\n- Export_MissingWorkspace:\n[…]\nile is owned by uid:gid 1000:1000, verifying the\n  `su abc` wrap.\n\nSkipped by default (unit tests cover the command-string contract);\nenable with `go test -tags integration` and OPENCLAW_TEST_POD set.",
          "is_bot": false,
          "headline": "test(openclaw): integration tests for transfer service",
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          "body": "ExportOpenClaw now maps services.ErrOpenClawWorkspaceMissing to HTTP 404\nwith an explicit message, and rejects archives below a conservative\nminimum-size threshold (100 bytes) as HTTP 500 rather than streaming an\nempty body to the client with Content-Type: application/gzip.\n\nTogether with the service-side base-dir fix, this closes the\nsilent-failure path where downloading .openclaw from an instance without\na workspace produced a 200 OK with zero payload.",
          "is_bot": false,
          "headline": "fix(openclaw): surface empty export as 404 instead of silent zero stream",
          "author_name": "naiqus",
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          "body": "…TENT_DIR\n\nPreviously Export/Import expanded ${HOME:-/home/user} to locate the\n.openclaw workspace. kubectl exec spawns a fresh process as root with\nHOME=/root, while the real workspace lives at /config/.openclaw (the\nlinuxserver entrypoint runs as user abc with HOME=/config). The result\nwas a silen\n[…]\n proper HTTP status instead of streaming zero bytes.\n\nImport now re-execs the extract as user abc via `exec su abc -s /bin/sh`\nso restored files land owned by uid 1000, matching pod runtime ownership.",
          "is_bot": false,
          "headline": "fix(openclaw): resolve transfer base dir via CLAWMANAGER_AGENT_PERSIS…",
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        "manual-lgtm.yml",
        "release.yml"
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      "has_linter_config": true,
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        "package-lock.json"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "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"
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          {
            "name": "CI-Tests",
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            "reason": "14 out of 14 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"
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          {
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            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
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          {
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            "reason": "license file detected",
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          {
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          {
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            "reason": "packaging workflow detected",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "inputs": {
              "merged_prs": 88,
              "open_issues": 15,
              "closed_issues": 44,
              "issue_closed_ratio": 0.746,
              "closed_unmerged_prs": 9
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "75% of issues closed",
                "points": 34.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 75
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "88/97 decided PRs merged",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 88,
                      "decided": 97
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/14 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "followers": 65,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Yuan-lab-LLM",
              "public_repos": 8,
              "account_age_days": 209
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65 followers of Yuan-lab-LLM",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 65,
                      "login": "Yuan-lab-LLM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "8 public repos, account ~0 yr old",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 8
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "kubernetes",
                "openclaw",
                "webtop",
                "hermes"
              ],
              "has_wiki": true,
              "homepage": "https://yuan-lab-llm.github.io/ClawManager/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://yuan-lab-llm.github.io/ClawManager/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
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                ],
                "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": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "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",
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                "detail": "14 out of 14 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 10/14 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "46 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 5
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            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
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                "max_points": 100
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          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.83,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "legible_commit_history",
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                "status": "met",
                "details": [
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                    "code": "legible_history",
                    "params": {
                      "legible": 83,
                      "sampled": 100
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
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              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "status": "met",
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              {
                "key": "automated_tests",
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                "points": 22,
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 11
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              {
                "key": "static_type_checking",
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                "points": 11,
                "status": "met",
                "details": [
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                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
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                "details": [
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                    "code": "file_list",
                    "params": {
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              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 399367,
              "source_files_sampled": 418,
              "oversized_source_files": 18
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "18/418 source files over 60KB",
                "points": 52.6,
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                "details": [
                  {
                    "code": "oversized_source_files",
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            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T11:43:38.590733Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/Yuan-lab-LLM/ClawManager.svg",
  "full_name": "Yuan-lab-LLM/ClawManager",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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