Öffentliches Register
Software-GesundheitsberichtSchema 0.25.0 · Metriken 1.13.0 · 2026-07-21 23:08 UTC

langbot-app / LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Python · TypeScriptApache-2.0★ 17.003 Sterne⑂ 1.509 Forksseit Dez. 2022Auf GitHub ansehen ↗
#qq#openai#agent#llm#wechat#telegram#dify#discord#deepseek#dingtalk#feishu#lark#ollama#langbot#n8n#plugins#rag#line#coze#kook

langbot-app/LangBot erreicht einen Gesundheitsindex von 80 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (96/100) ab, am schwächsten bei Security (48/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

80
gesamt / 100
Gut

Software-Gesundheitsindex

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

80
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

LangBot HQOrganisation
75 Follower25 öffentliche Reposseit Nov. 2024

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIlangbot4.10.6-44vor 5 Tagenbotagenttelegrampluginsopenaiinstant-messagingwechatqqdifyllmchatgptdeepseekonebot

Metriken nach Kategorie

Vitalität

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

96Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

100Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 1.133 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.133
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

90Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 6,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv4.10.6
releases_from_tagsnein
days_since_latest_release5
mean_days_between_releases6,3

Community & Verbreitung

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

88Exzellent · 18 % des Gesamtindex

Popularität & Verbreitung

97Exzellent
Wie die Bewertung erfolgt
60/60Stars — 17.003 Stars
25/25Forks — 1.509 Forks
12.2/15Watcher — 157 Watcher
Verwendete Eingangsdaten
forks1.509
stars17.003
watchers157
growth_stateorganic
growth_factor_pct100

Community-Gesundheit

77Gut
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja

Nachhaltigkeit & Governance

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

66Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

37Gefährdet
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
4.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 79 % der Commits
13.5/13.5Breite der Beitragenden — 85 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled85
top_contributor_share0,79

Reaktionsfähigkeit bei Issues & PRs

82Gut
Wie die Bewertung erfolgt
43.3/46.8Issue-Lösungsquote — 93 % der Issues geschlossen
33.7/38.3PR-Annahme — 724/822 entschiedene PRs gemergt
4.5/15OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3
Verwendete Eingangsdaten
merged_prs724
open_issues107
closed_issues1.331
issue_closed_ratio0,926
closed_unmerged_prs98

Eigentümerschaft & Trägerschaft

57Mittel
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
13.5/25Reichweite des Inhabers — 75 Follower von langbot-app
13.6/25Kontohistorie — 25 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers75
owner_typeOrganization
is_verified—
owner_loginlangbot-app
public_repos25
account_age_days604

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 44 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packageslangbot
ecosystemspypi
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

94Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 11 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.mjs
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://langbot.app
10/10Repository-Beschreibung
10/10Topics — 20 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsqq, openai, agent, llm, wechat, telegram, dify, discord, deepseek, dingtalk, feishu, lark, ollama, langbot, n8n, plugins, rag, line, coze, kook
has_wikija
homepagehttps://langbot.app
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

48Gefährdet · 16 % des Gesamtindex

Sicherheitslage

47Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 27 out of 27 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
2.2/7.5Code-Review — Found 10/30 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 11 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
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
0/7.5Vulnerabilities — 40 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,7

Abhängigkeits-Advisories

52Mittel
Wie die Bewertung erfolgt
4.3/35Direkte Abhängigkeiten ohne bekannte Advisories — 5 betroffen: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 weitere
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
34.6/40Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 1.117 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories54
affected_packages16
assessed_packages963
unassessed_packages1
affected_by_severitycritical 2, high 9, moderate 5
direct_affected_packages5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 963 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 1 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

77Gut · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

85Exzellent
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md, skills/AGENTS.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 92 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,92
agent_instruction_filesAGENTS.md, CLAUDE.md, skills/AGENTS.md
agent_instruction_max_bytes4.514

AI-Verify-Loop (Build / Test / Typprüfung)

77Gut
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.mjs
11/11Statische Typprüfung — web/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_configja
typecheck_configsweb/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

AI-Code-Lesbarkeit für Modelle

81Gut
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (web/tsconfig.json)
53.7/55Handhabbare Dateigrößen — 21/874 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes143.014
source_files_sampled874
oversized_source_files21

Maschinenlesbare AI-Schnittstellen

60Mittel
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files—

Eckdaten

17.003GitHub-Sterne
85Mitwirkende
1.133Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
107offene Issues
npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • deps.dev does not index pypi:langbot@4.10.6; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 17.003 ★ / 1.509 ⇿
17.003Sterne
1.509Forks
100Releases

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.

Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.

04.0008.00012.00016.00020.00017.0031.509602025-022025-112026-07
Major 1Minor 10Patch 57

Jeder Punkt umfasst 2 Tage.

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 · 2026-07-21 23:07 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 10/30 approved changesets -- score normalized to 3
10Contributorsproject has 11 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
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
0Vulnerabilities40 existing vulnerabilities detected
Direkte Abhängigkeiten 134
RegistryPaketVersionsvorgabeManifest
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PyPIaiohttp>=3.14.1pyproject.toml
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PyPIasyncpg>=0.30.0pyproject.toml
PyPIline-bot-sdk>=3.19.0pyproject.toml
PyPImatrix-nio>=0.25.2pyproject.toml
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npmrehype-sanitize^6.0.0web/package.json
npmrehype-slug^6.0.0web/package.json
npmremark-gfm^4.0.1web/package.json
npmsonner^2.0.3web/package.json
npmtailwind-merge^3.2.0web/package.json
npmtailwindcss^4.1.5web/package.json
npmuuidjs^5.1.0web/package.json
npmvite^8.0.16web/package.json
npmzod^3.24.4web/package.json
Alle Abhängigkeiten 964

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 136 direkte und 828 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
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npmis-bigint1.1.0indirekt
npmis-boolean-object1.2.2indirekt
npmis-callable1.2.7indirekt
npmis-core-module2.16.1indirekt
npmis-core-module2.16.2indirekt
npmis-data-view1.0.2indirekt
npmis-date-object1.1.0indirekt
npmis-decimal2.0.1indirekt
npmis-extglob2.1.1indirekt
npmis-finalizationregistry1.1.1indirekt
npmis-fullwidth-code-point3.0.0indirekt
npmis-fullwidth-code-point4.0.0indirekt
npmis-fullwidth-code-point5.1.0indirekt
npmis-generator-function1.1.2indirekt
npmis-glob4.0.3indirekt
npmis-hexadecimal2.0.1indirekt
npmis-map2.0.3indirekt
npmis-negative-zero2.0.3indirekt
npmis-number7.0.0indirekt
npmis-number-object1.1.1indirekt
npmis-plain-obj4.1.0indirekt
npmis-regex1.2.1indirekt
npmis-set2.0.3indirekt
npmis-shared-array-buffer1.0.4indirekt
npmis-stream3.0.0indirekt
npmis-string1.1.1indirekt
npmis-symbol1.1.1indirekt
npmis-typed-array1.1.15indirekt
npmis-weakmap2.0.2indirekt
npmis-weakref1.1.1indirekt
npmis-weakset2.0.4indirekt
npmisarray2.0.5indirekt
npmisexe2.0.0indirekt
npmiterator.prototype1.1.5indirekt
npmjiti2.6.1indirekt
npmjs-tokens4.0.0indirekt
npmjs-yaml4.2.0indirekt
npmjson-buffer3.0.1indirekt
npmjson-schema-traverse0.4.1indirekt
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npmjsx-ast-utils3.3.5indirekt
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npmlevn0.4.1indirekt
npmlightningcss1.30.2indirekt
npmlightningcss1.32.0indirekt
npmlightningcss-android-arm641.30.2indirekt
npmlightningcss-android-arm641.32.0indirekt
npmlightningcss-darwin-arm641.30.2indirekt
npmlightningcss-darwin-arm641.32.0indirekt
npmlightningcss-darwin-x641.30.2indirekt
npmlightningcss-darwin-x641.32.0indirekt
npmlightningcss-freebsd-x641.30.2indirekt
npmlightningcss-freebsd-x641.32.0indirekt
npmlightningcss-linux-arm-gnueabihf1.30.2indirekt
npmlightningcss-linux-arm-gnueabihf1.32.0indirekt
npmlightningcss-linux-arm64-gnu1.30.2indirekt
npmlightningcss-linux-arm64-gnu1.32.0indirekt
npmlightningcss-linux-arm64-musl1.30.2indirekt
npmlightningcss-linux-arm64-musl1.32.0indirekt
npmlightningcss-linux-x64-gnu1.30.2indirekt
npmlightningcss-linux-x64-gnu1.32.0indirekt
npmlightningcss-linux-x64-musl1.30.2indirekt
npmlightningcss-linux-x64-musl1.32.0indirekt
npmlightningcss-win32-arm64-msvc1.30.2indirekt
npmlightningcss-win32-arm64-msvc1.32.0indirekt
npmlightningcss-win32-x64-msvc1.30.2indirekt
npmlightningcss-win32-x64-msvc1.32.0indirekt
npmlilconfig3.1.3indirekt
npmlint-staged15.5.2indirekt
npmlistr28.3.3indirekt
npmlocate-path5.0.0indirekt
npmlocate-path6.0.0indirekt
npmlodash.merge4.6.2indirekt
npmlog-update6.1.0indirekt
npmlongest-streak3.1.0indirekt
npmloose-envify1.4.0indirekt
npmlowlight1.20.0indirekt
npmlowlight3.3.0indirekt
npmmagic-string0.30.21indirekt
npmmarkdown-table3.0.4indirekt
npmmath-intrinsics1.1.0indirekt
npmmdast-util-find-and-replace3.0.2indirekt
npmmdast-util-from-markdown2.0.2indirekt
npmmdast-util-gfm3.1.0indirekt
npmmdast-util-gfm-autolink-literal2.0.1indirekt
npmmdast-util-gfm-footnote2.1.0indirekt
npmmdast-util-gfm-strikethrough2.0.0indirekt
npmmdast-util-gfm-table2.0.0indirekt
npmmdast-util-gfm-task-list-item2.0.0indirekt
npmmdast-util-mdx-expression2.0.1indirekt
npmmdast-util-mdx-jsx3.2.0indirekt
npmmdast-util-mdxjs-esm2.0.1indirekt
npmmdast-util-phrasing4.1.0indirekt
npmmdast-util-to-hast13.2.1indirekt
npmmdast-util-to-markdown2.1.2indirekt
npmmdast-util-to-string4.0.0indirekt
npmmerge-stream2.0.0indirekt
npmmicromark4.0.2indirekt
npmmicromark-core-commonmark2.0.3indirekt
npmmicromark-extension-gfm3.0.0indirekt
npmmicromark-extension-gfm-autolink-literal2.1.0indirekt
npmmicromark-extension-gfm-footnote2.1.0indirekt
npmmicromark-extension-gfm-strikethrough2.1.0indirekt
npmmicromark-extension-gfm-table2.1.1indirekt
npmmicromark-extension-gfm-tagfilter2.0.0indirekt
npmmicromark-extension-gfm-task-list-item2.1.0indirekt
npmmicromark-factory-destination2.0.1indirekt
npmmicromark-factory-label2.0.1indirekt
npmmicromark-factory-space2.0.1indirekt
npmmicromark-factory-title2.0.1indirekt
npmmicromark-factory-whitespace2.0.1indirekt
npmmicromark-util-character2.1.1indirekt
npmmicromark-util-chunked2.0.1indirekt
npmmicromark-util-classify-character2.0.1indirekt
npmmicromark-util-combine-extensions2.0.1indirekt
npmmicromark-util-decode-numeric-character-reference2.0.2indirekt
npmmicromark-util-decode-string2.0.1indirekt
npmmicromark-util-encode2.0.1indirekt
npmmicromark-util-html-tag-name2.0.1indirekt
npmmicromark-util-normalize-identifier2.0.1indirekt
npmmicromark-util-resolve-all2.0.1indirekt
npmmicromark-util-sanitize-uri2.0.1indirekt
npmmicromark-util-subtokenize2.1.0indirekt
npmmicromark-util-symbol2.0.1indirekt
npmmicromark-util-types2.0.2indirekt
npmmicromatch4.0.8indirekt
npmmime-db1.52.0indirekt
npmmime-types2.1.35indirekt
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npmmimic-function5.0.1indirekt
npmminimatch3.1.3indirekt
npmminimatch9.0.7indirekt
npmms2.1.3indirekt
npmnanoid3.3.12indirekt
npmnatural-compare1.4.0indirekt
npmnode-exports-info1.6.0indirekt
npmnpm-run-path5.3.0indirekt
npmobject-assign4.1.1indirekt
npmobject-inspect1.13.4indirekt
npmobject-keys1.1.1indirekt
npmobject.assign4.1.7indirekt
npmobject.entries1.1.9indirekt
npmobject.fromentries2.0.8indirekt
npmobject.values1.2.1indirekt
npmonetime6.0.0indirekt
npmonetime7.0.0indirekt
npmoptionator0.9.4indirekt
npmown-keys1.0.1indirekt
npmp-limit2.3.0indirekt
npmp-limit3.1.0indirekt
npmp-locate4.1.0indirekt
npmp-locate5.0.0indirekt
npmp-try2.2.0indirekt
npmparent-module1.0.1indirekt
npmparse-entities4.0.2indirekt
npmparse57.3.0indirekt
npmpath-exists4.0.0indirekt
npmpath-key3.1.1indirekt
npmpath-key4.0.0indirekt
npmpath-parse1.0.7indirekt
npmpicocolors1.1.1indirekt
npmpicomatch2.3.2indirekt
npmpicomatch4.0.4indirekt
npmpidtree0.6.0indirekt
npmplaywright1.61.0indirekt
npmplaywright^1.60.0indirekt
npmplaywright-core1.61.0indirekt
npmpngjs5.0.0indirekt
npmpossible-typed-array-names1.1.0indirekt
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npmprettier3.8.1indirekt
npmprettier-linter-helpers1.0.1indirekt
npmprismjs1.30.0indirekt
npmprop-types15.8.1indirekt
npmproperty-information7.1.0indirekt
npmproxy-from-env2.1.0indirekt
npmpunycode2.3.1indirekt
npmreact-is16.13.1indirekt
npmreact-is18.3.1indirekt
npmreact-remove-scroll2.7.2indirekt
npmreact-remove-scroll-bar2.3.8indirekt
npmreact-router7.17.0indirekt
npmreact-smooth4.0.4indirekt
npmreact-style-singleton2.2.3indirekt
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npmrecharts-scale0.4.5indirekt
npmreflect.getprototypeof1.0.10indirekt
npmrefractor5.0.0indirekt
npmregexp.prototype.flags1.5.4indirekt
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npmremark-rehype11.1.2indirekt
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npmrequire-main-filename2.0.0indirekt
npmresolve2.0.0-next.6indirekt
npmresolve2.0.0-next.7indirekt
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npmrestore-cursor5.1.0indirekt
npmrfdc1.4.1indirekt
npmrolldown1.0.3indirekt
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npmsafe-array-concat1.1.4indirekt
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npmsafe-regex-test1.1.0indirekt
npmscheduler0.27.0indirekt
npmsemver6.3.1indirekt
npmsemver7.7.3indirekt
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npmset-cookie-parser2.7.2indirekt
npmset-function-length1.2.2indirekt
npmset-function-name2.0.2indirekt
npmset-proto1.0.0indirekt
npmshebang-command2.0.0indirekt
npmshebang-regex3.0.0indirekt
npmside-channel1.1.0indirekt
npmside-channel-list1.0.0indirekt
npmside-channel-list1.0.1indirekt
npmside-channel-map1.0.1indirekt
npmside-channel-weakmap1.0.2indirekt
npmsignal-exit4.1.0indirekt
npmslice-ansi5.0.0indirekt
npmslice-ansi7.1.2indirekt
npmsource-map-js1.2.1indirekt
npmspace-separated-tokens2.0.2indirekt
npmstop-iteration-iterator1.1.0indirekt
npmstring-argv0.3.2indirekt
npmstring-width4.2.3indirekt
npmstring-width7.2.0indirekt
npmstring.prototype.matchall4.0.12indirekt
npmstring.prototype.repeat1.0.0indirekt
npmstring.prototype.trim1.2.10indirekt
npmstring.prototype.trim1.2.11indirekt
npmstring.prototype.trimend1.0.10indirekt
npmstring.prototype.trimend1.0.9indirekt
npmstring.prototype.trimstart1.0.8indirekt
npmstringify-entities4.0.4indirekt
npmstrip-ansi6.0.1indirekt
npmstrip-ansi7.1.2indirekt
npmstrip-final-newline3.0.0indirekt
npmstrip-json-comments3.1.1indirekt
npmstyle-to-js1.1.21indirekt
npmstyle-to-object1.0.14indirekt
npmsupports-color7.2.0indirekt
npmsupports-preserve-symlinks-flag1.0.0indirekt
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npmtapable2.3.0indirekt
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npmtinyglobby0.2.15indirekt
npmtinyglobby0.2.17indirekt
npmto-regex-range5.0.1indirekt
npmtrim-lines3.0.1indirekt
npmtrough2.2.0indirekt
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npmtslib2.8.1indirekt
npmtw-animate-css1.4.0indirekt
npmtype-check0.4.0indirekt
npmtyped-array-buffer1.0.3indirekt
npmtyped-array-byte-length1.0.3indirekt
npmtyped-array-byte-offset1.0.4indirekt
npmtyped-array-length1.0.7indirekt
npmtyped-array-length1.0.8indirekt
npmtypescript5.9.3indirekt
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npmunist-util-stringify-position4.0.0indirekt
npmunist-util-visit5.1.0indirekt
npmunist-util-visit-parents6.0.2indirekt
npmuri-js4.4.1indirekt
npmuse-callback-ref1.3.3indirekt
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npmvictory-vendor36.9.2indirekt
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npmwhich2.0.2indirekt
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npmwhich-builtin-type1.2.1indirekt
npmwhich-collection1.0.2indirekt
npmwhich-module2.0.1indirekt
npmwhich-typed-array1.1.20indirekt
npmwhich-typed-array1.1.22indirekt
npmword-wrap1.2.5indirekt
npmwrap-ansi6.2.0indirekt
npmwrap-ansi9.0.2indirekt
npmy18n4.0.3indirekt
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npmyargs-parser18.1.3indirekt
npmyocto-queue0.1.0indirekt
npmzwitch2.0.4indirekt
PyPIaenum3.1.16indirekt
PyPIaiohappyeyeballs2.6.1indirekt
PyPIaiohttp-socks0.11.0indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.12.1indirekt
PyPIapscheduler3.11.2indirekt
PyPIargon2-cffi-bindings25.1.0indirekt
PyPIattrs25.4.0indirekt
PyPIaudioop-lts0.2.2indirekt
PyPIbackoff2.2.1indirekt
PyPIbcrypt5.0.0indirekt
PyPIblinker1.9.0indirekt
PyPIbracex2.6indirekt
PyPIbuild1.4.0indirekt
PyPIcachetools6.2.6indirekt
PyPIcffi2.0.0indirekt
PyPIcfgv3.5.0indirekt
PyPIcharset-normalizer3.4.4indirekt
PyPIclick8.3.1indirekt
PyPIcolorama0.4.6indirekt
PyPIcoloredlogs15.0.1indirekt
PyPIcoverage7.13.2indirekt
PyPIcuda-bindings13.3.1indirekt
PyPIcuda-pathfinder1.5.5indirekt
PyPIcuda-toolkit13.0.2indirekt
PyPIdeprecated1.3.1indirekt
PyPIdistlib0.4.0indirekt
PyPIdistro1.9.0indirekt
PyPIdockerfile-parse2.0.1indirekt
PyPIdocstring-parser0.17.0indirekt
PyPIdotenv0.9.9indirekt
PyPIdurationpy0.10indirekt
PyPIe2b2.21.1indirekt
PyPIfastuuid0.14.0indirekt
PyPIfilelock3.20.3indirekt
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PyPIflatbuffers25.12.19indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfsspec2026.1.0indirekt
PyPIfuture1.0.0indirekt
PyPIgoogleapis-common-protos1.72.0indirekt
PyPIgreenlet3.3.1indirekt
PyPIgrpcio1.76.0indirekt
PyPIh110.16.0indirekt
PyPIh24.3.0indirekt
PyPIhf-xet1.2.0indirekt
PyPIhpack4.1.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttptools0.7.1indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIhuggingface-hub1.3.5indirekt
PyPIhumanfriendly10.0indirekt
PyPIhypercorn0.18.0indirekt
PyPIhyperframe6.1.0indirekt
PyPIidentify2.6.16indirekt
PyPIidna3.18indirekt
PyPIimportlib-metadata8.7.1indirekt
PyPIimportlib-resources6.5.2indirekt
PyPIiniconfig2.3.0indirekt
PyPIitsdangerous2.2.0indirekt
PyPIjinja23.1.6indirekt
PyPIjiter0.12.0indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjsonpatch1.33indirekt
PyPIjsonpointer3.0.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIkubernetes35.0.0indirekt
PyPIlangbot4.10.6indirekt
PyPIlangchain-protocol0.0.18indirekt
PyPIlanggraph1.2.6indirekt
PyPIlanggraph-checkpoint4.1.1indirekt
PyPIlanggraph-prebuilt1.1.0indirekt
PyPIlanggraph-sdk0.4.2indirekt
PyPIlibrt0.7.8indirekt
PyPIlinkify-it-py2.0.3indirekt
PyPIlogbook1.9.2indirekt
PyPIlxml6.1.1indirekt
PyPImarkdown-it-py4.0.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImdit-py-plugins0.5.0indirekt
PyPImdurl0.1.2indirekt
PyPImistletoe1.4.0indirekt
PyPImmh35.2.0indirekt
PyPImoto5.2.1indirekt
PyPImpmath1.3.0indirekt
PyPImultidict6.7.1indirekt
PyPImypy-extensions1.1.0indirekt
PyPInetworkx3.6.1indirekt
PyPInodeenv1.10.0indirekt
PyPInumpy2.4.2indirekt
PyPInvidia-cublas13.1.1.3indirekt
PyPInvidia-cuda-cupti13.0.85indirekt
PyPInvidia-cuda-nvrtc13.0.88indirekt
PyPInvidia-cuda-runtime13.0.96indirekt
PyPInvidia-cudnn-cu139.20.0.48indirekt
PyPInvidia-cufft12.0.0.61indirekt
PyPInvidia-cufile1.15.1.6indirekt
PyPInvidia-curand10.4.0.35indirekt
PyPInvidia-cusolver12.0.4.66indirekt
PyPInvidia-cusparse12.6.3.3indirekt
PyPInvidia-cusparselt-cu130.8.1indirekt
PyPInvidia-nccl-cu132.29.7indirekt
PyPInvidia-nvjitlink13.0.88indirekt
PyPInvidia-nvshmem-cu133.4.5indirekt
PyPInvidia-nvtx13.0.85indirekt
PyPIoauthlib3.3.1indirekt
PyPIonnxruntime1.23.2indirekt
PyPIopentelemetry-api1.39.1indirekt
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirekt
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1indirekt
PyPIopentelemetry-proto1.39.1indirekt
PyPIopentelemetry-sdk1.39.1indirekt
PyPIopentelemetry-semantic-conventions0.60b1indirekt
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PyPIormsgpack1.12.2indirekt
PyPIoverrides7.7.0indirekt
PyPIpackaging25.0indirekt
PyPIpathspec1.0.4indirekt
PyPIplatformdirs4.5.1indirekt
PyPIpluggy1.6.0indirekt
PyPIportalocker3.2.0indirekt
PyPIposthog5.4.0indirekt
PyPIpriority2.0.0indirekt
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PyPIpycparser3.0indirekt
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PyPIpypng0.20220715.0indirekt
PyPIpyproject-hooks1.2.0indirekt
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PyPIpytest9.0.3indirekt
PyPIpytest-asyncio1.3.0indirekt
PyPIpytest-cov7.0.0indirekt
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PyPIpython-dotenv1.2.2indirekt
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PyPIregex2026.1.15indirekt
PyPIrequests-oauthlib2.0.0indirekt
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PyPIsentence-transformers5.2.3indirekt
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PyPIshellingham1.5.4indirekt
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PyPIsniffio1.3.1indirekt
PyPIsoupsieve2.8.3indirekt
PyPIsse-starlette3.2.0indirekt
PyPIsseclient-py1.9.0indirekt
PyPIstarlette1.3.1indirekt
PyPIsympy1.14.0indirekt
PyPItenacity9.1.2indirekt
PyPItextual7.5.0indirekt
PyPIthreadpoolctl3.6.0indirekt
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PyPItorch2.12.1indirekt
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PyPItyper-slim0.21.1indirekt
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PyPItyping-extensions4.15.0indirekt
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PyPIunpaddedbase642.1.0indirekt
PyPIuuid-utils0.14.0indirekt
PyPIuvicorn0.40.0indirekt
PyPIuvloop0.22.1indirekt
PyPIvirtualenv20.36.1indirekt
PyPIwatchdog6.0.0indirekt
PyPIwatchfiles1.1.1indirekt
PyPIwcmatch10.1indirekt
PyPIwebsocket-client1.9.0indirekt
PyPIwerkzeug3.1.6indirekt
PyPIwrapt2.1.0indirekt
PyPIwsproto1.3.2indirekt
PyPIxmltodict1.0.4indirekt
PyPIxxhash3.6.0indirekt
PyPIyarl1.22.0indirekt
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PyPIzstandard0.25.0indirekt
Abhängigkeits-Advisories 16

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 963 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 16 tragen bekannte Advisories, davon 5 direkte. 1 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
chromadb1.4.1direktkritisch2—
pillow12.2.0direktkritisch2112.3.0
axios1.17.0direkthoch101.18.0
mcp1.26.0direkthoch31.28.1
brace-expansion1.1.12indirekthoch25.0.7
brace-expansion5.0.6indirekthoch15.0.7
click8.3.1indirekthoch18.3.3
js-yaml4.2.0indirekthoch14.3.0
minimatch3.1.3indirekthoch110.2.3
soupsieve2.8.3indirekthoch42.8.4
transformers5.3.0indirekthoch15.5.0
pypdf23.0.1direktmittel23.9.0
ajv6.12.6indirektmittel18.18.0
setuptools80.10.2indirektmittel283.0.0
torch2.12.1indirektmittel12.13.0
yaml2.8.2indirektmittel12.8.3

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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          "body": null,
          "is_bot": false,
          "headline": "feat(provider): add TokenLab requester (#2326)",
          "author_name": "hedging8563",
          "author_login": "hedging8563",
          "committed_at": "2026-07-15T10:10:05Z",
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        {
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          "body": "Co-authored-by: yang.xiang <yang.xiang@advancegroup.com>",
          "is_bot": false,
          "headline": "fix(mcp): reconnect session when timeout (#2340) (#2340)",
          "author_name": "advancer-young",
          "author_login": "advancer-young",
          "committed_at": "2026-07-15T10:09:47Z",
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          "body": "…338)\n\nCo-authored-by: yang.xiang <yang.xiang@advancegroup.com>",
          "is_bot": false,
          "headline": "feat(lark): support render markdown table in lark message (#2338) (#2…",
          "author_name": "advancer-young",
          "author_login": "advancer-young",
          "committed_at": "2026-07-15T10:09:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd87bb453c7c62e684f9be5fd5e431a8310387af",
          "body": null,
          "is_bot": false,
          "headline": "fix(dingtalk): avoid blocking event loop on connection open (#2337)",
          "author_name": "WierJZ",
          "author_login": "WierJZ",
          "committed_at": "2026-07-15T10:04:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0eb1bf684af7563f425ebbbd77d2f9bada606f11",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(readme): reorder demo and remove star history (#2341)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-15T06:43:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c53b800267b666389c0856df80f60c1983ce22cf",
          "body": "…tible models (#2330)\n\n* fix(provider): strip think tags for MiniMax-M3 and other OpenAI-compatible models\n\nMiniMax-M3 (and other OpenAI-compatible providers) emit chain-of-thought\nreasoning directly in the content field wrapped in  tags, instead\nof using a separate reasoning_content field or the le\n[…]\nr.\n\n* fix(litellmchat): add missing _CLOSE_TAG class attribute on _ThinkStripState\n\n* fix(provider): handle think stripping across LiteLLM paths\n\n---------\n\nCo-authored-by: WangCham <651122857@qq.com>",
          "is_bot": false,
          "headline": "fix(provider): strip think tags for MiniMax-M3 and other OpenAI-compa…",
          "author_name": "DongXiaoming",
          "author_login": "MIKAZE3",
          "committed_at": "2026-07-15T02:54:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bd35b793e19177c9e49769c99933d0a8646cf2b7",
          "body": "* fix(embed): isolate browser chat sessions\n\n* fix(embed): harden reset and reconnect recovery",
          "is_bot": false,
          "headline": "fix(embed): isolate browser chat sessions (#2335)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-13T07:08:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c3e52c16c0414089dd84d682399ac43637ddea5",
          "body": "* fix(aiocqhttp): correct listener lifecycle handling\n\n* docs(aiocqhttp): add listener lifecycle evidence",
          "is_bot": false,
          "headline": "fix(aiocqhttp): correct listener lifecycle handling (#2336)",
          "author_name": "Stevenqin",
          "author_login": "StevenQinDev",
          "committed_at": "2026-07-13T05:50:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0755beebcd97e01a43259c3e5ef7ba6d75f18358",
          "body": "* feat: Implement workflow form handling for paused workflows\n\n- Added module-level storage for pending forms to manage state across sessions.\n- Introduced functions to set, get, and clear pending forms with expiration handling.\n- Enhanced DifyServiceAPIRunner to support resuming paused workflows vi\n[…]\non in Dify API runner and Telegram adapter\n\n* feat: Add missing completed input lines handling in DingTalk adapter\n\n* feat: Add pipeline_uuid handling across multiple adapters and update related tests",
          "is_bot": false,
          "headline": "feat: add supports for dify hitl (#2226)",
          "author_name": "Dongchuan Fu",
          "author_login": "fdc310",
          "committed_at": "2026-07-12T16:42:46Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3ddebd26ae9bb230e8f543a087b5e09f2558646c",
          "body": "Skip the unsupported valkey-glide dependency on Windows while preserving automatic installation on supported platforms. Keep missing-client runtime and test paths safe, and update the Valkey integration documentation.",
          "is_bot": false,
          "headline": "fix: skip valkey-glide on Windows (#2333)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-12T16:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a3f7f8059959818b858edd2f597d8d2a96fa0e8",
          "body": "* fix(mcp): harden remote SSE fallback\n\n* fix(mcp): preserve transport errors during fallback\n\n---------\n\nCo-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): harden remote SSE fallback (#2324)",
          "author_name": "Guanchao Wang",
          "author_login": "wangcham",
          "committed_at": "2026-07-11T14:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "940234a0d85bfefb38ead2074122f2ebc0eeeede",
          "body": null,
          "is_bot": false,
          "headline": "docs: update blog links to main site",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-09T18:13:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c405901d27ae7ad593030745f9dcd50a4711aeb",
          "body": "* feat(vector): add Valkey Search vector database backend\n\nAdd a new opt-in VectorDatabase backend backed by the Valkey Search module\n(valkey/valkey-bundle), accessed via the official valkey-glide client's native\nft command namespace.\n\n- Implements the full VectorDatabase ABC: VECTOR, FULL_TEXT and \n[…]\nse instance and are covered by env-gated integration tests instead of unit tests.\n\nSigned-off-by: Daria Korenieva <daric2612@gmail.com>\n\n---------\n\nSigned-off-by: Daria Korenieva <daric2612@gmail.com>",
          "is_bot": false,
          "headline": "feat(vector): add Valkey Search vector database backend (#2276)",
          "author_name": "Daria Korenieva",
          "author_login": "daric93",
          "committed_at": "2026-07-07T22:59:16Z",
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          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(config): add box.default_memory_mb to config.yaml template (#2319)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T07:18:27Z",
          "body_truncated": false,
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          "oid": "209706b0b9217251572a9df04e15c2f156dcbb15",
          "body": "…#2318)\n\nOperators can now set a global default memory limit for all stdio MCP\nservers in config.yaml or via environment variable:\n\n  config.yaml:\n    box:\n      default_memory_mb: 2048  # default: 1536\n\n  env:\n    BOX__DEFAULT_MEMORY_MB=2048\n\nThe default is raised from 1024 to 1536 MB — a safer flo\n[…]\nviously the fallback was hardcoded to 1024 MB, causing OOM kills\n(return_code=137) on node/npx MCP servers that need more RAM.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add box.default_memory_mb config for nsjail memory limit (…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T06:24:06Z",
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          "oid": "205404e3da6dd7f91811f42e12b0e62e74212974",
          "body": "…FIELDS) (#2317)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.13 (memory_mb removed from _COMPAT_…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T05:45:13Z",
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        {
          "oid": "3e93ccfb45dced3a2b37357f1ed253aa243a0511",
          "body": "…ictError (#2316)\n\nAll MCPs share one Box session (mcp-shared). When session memory_mb differed\nby command type (512 for python, 1024 for node), the second MCP to call\ncreate_session raised BoxSessionConflictError. Fix: always use 1024 MB for\nthe shared session so python and node MCPs coexist without conflict.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): use uniform session memory_mb=1024 to avoid BoxSessionConfl…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:55:49Z",
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          "oid": "c5d7e3dcb10691788c6f7fe3d5560218ef9240a0",
          "body": "… fix) (#2315)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.12 (BoxManagedProcessSpec.memory_mb…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:31:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "cd6d5d9c2f80939533774ec9c6e8aa8e0f499001",
          "body": "…OOM fix (#2314)\n\n* fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP servers\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici l\n[…]\nore(deps): pin langbot-plugin 0.4.10 (per-process memory_mb fix)\n\n* chore: update uv.lock for langbot-plugin 0.4.10\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): pin langbot-plugin 0.4.10 - per-process memory_mb for node …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:03:43Z",
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        },
        {
          "oid": "1f7d9339fc8ec0dc400e8fa8e6c536909a1ab1fd",
          "body": "…ers (#2313)\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici llhttp) on startup, easily\nexceeding 512MB resident. This caused every node-based\n[…]\npx/bunx/pnpm, default memory_mb to 1024 unless\nthe operator explicitly set a value. Python/uvx servers keep the 512MB default.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP serv…",
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          "author_login": "dadachann",
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        {
          "oid": "f3b5fcfb7c438992e250be19f460862370da9c10",
          "body": "Co-authored-by: Hyu <chenhyu@proton.me>",
          "is_bot": false,
          "headline": "fix mcp sidebar status sync (#2312)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-03T12:23:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "ffabb91bfe25f5d686fe6f9da0f5317350d3c342",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): add missing MCPLogs import to MCPForm (#2311)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T09:59:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96c84740dbe266bc9f5d6c97c714042854e4a9f1",
          "body": "* feat(mcp): add logs tab to MCP server detail panel\n\n- Add MCPLogs component mirroring PluginLogs functionality\n- Add getMcpServerLogs API method to BackendClient\n- Add logs tab to MCPForm detail panel (edit mode only)\n- Add i18n keys (tabLogs, logsLevelAll, logsRefresh, logsAutoRefresh, logsEmpty)\n[…]\nlogs tab\n\n* style: fix prettier in i18n locale files\n\n---------\n\nCo-authored-by: dadachann <dadachann@users.noreply.github.com>\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add logs tab to MCP server detail panel (frontend) (#2310)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:52:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "85b5b5b54b87f12c6a5e66eb4a0bd616dec90dd4",
          "body": "- Add log buffer (_log_buffer: deque with maxlen=500) to RuntimeMCPSession\n- Capture stderr from Box managed process in monitor_process_health loop\n- Add get_mcp_server_logs service method with limit and level filtering\n- Add GET /servers/<server_name>/logs HTTP endpoint\n- Parse log level from stderr lines (error/warning/debug/info)\n- Tests passing: 211 passed, 12 skipped\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add MCP server log panel backend (#2308)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:05:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bffdef21d812595844eeea77b168eac44ba328",
          "body": "…path (#2309)\n\n_ColdStartRetry was caught in _lifecycle_loop_with_retry which set\n_preserve_managed_process = True — but by then the finally block inside\n_lifecycle_loop had already run and called _cleanup_box_stdio_session(),\nstopping the live managed process (return_code=143 SIGTERM). The cold-sta\n[…]\nly block then\nsees the flag and skips stop_managed_process, leaving the live process\nuntouched for the next handshake attempt.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): set _preserve_managed_process before finally in cold-start …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T07:26:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf3c96026b8b508cfa2bf2cd232e37624b3f96fe",
          "body": "…ner exit stack (#2307)\n\nThe previous _TransferredStack approach broke anyio lexical context:\nwebsocket_client/ClientSession use anyio task groups whose cancel scope is\nbound to the frame that entered them. Deferring their aclose via a transferred\nexit stack left the underlying memory streams closed\n[…]\nts: cold-start raises _ColdStartRetry (not fatal) when process\n  is alive; raises fatal error when process has actually exited\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): fix cold-start connection drop by using lexically-intact ow…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:58:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed9343c68634e3237903bae41984fb64622aad60",
          "body": "…306)\n\nA node/npx stdio MCP server (e.g. firecrawl-mcp via npx -y) failed on first\nconnect with Connection closed / Failed after 4 attempts, even though the\nprocess was fine. An npx cold start downloads+installs the package before the\nserver can answer the MCP handshake (measured ~27s for a simple o\n[…]\ne first two handshakes with the process alive and\nasserts the loop retries to success while starting the process exactly once.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): retry the stdio handshake during slow (npx) cold starts (#2…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:16:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a8cdde86cdec2a2adfc3e463a738b1981680e87",
          "body": "…nt tests) (#2304)\n\n* refactor(mcp): make MCP test reuse the shared Box session instead of a per-test session\n\nTesting an MCP server (config-page \"test\" button) previously spun up a fresh\nisolated mcp-test-<uuid> Box session every time: cold-start the container, run\nthe dependency bootstrap, probe, \n[…]\nopping another server's process.\n\n* chore(deps): pin langbot-plugin 0.4.9 for the nsjail RLIMIT_AS node/npx MCP fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor(mcp): make MCP test reuse the shared Box session (near-insta…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T05:14:14Z",
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        },
        {
          "oid": "a2655e16f8dc0f1bce53cd3d7d7ecd1e9e19f74e",
          "body": "…ers (#2303)\n\n* fix(mcp): survive transient WS transport drops for Box stdio MCP servers\n\nA Box-backed stdio MCP server (e.g. pab1it0/prometheus) would periodically\nerror on the frontend with Box managed process exited unexpectedly /\nFailed after 4 attempts once the session had been alive for a whil\n[…]\nplace.\n\n* style(mcp): ruff format\n\n* chore(deps): pin langbot-plugin 0.4.8 for the managed-process WS heartbeat fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): survive transient WS transport drops for Box stdio MCP serv…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T04:24:24Z",
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        {
          "oid": "f89611f39afacc6fdc8cf81218fb22d78e3da07b",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v4.10.5",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T16:59:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "04a199a3b200b7e18560ba48b01419f43e561fe4",
          "body": "Fixes #2301",
          "is_bot": false,
          "headline": "fix: preserve MCP server ids with slashes",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-02T16:17:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "f85278f98bfbe9cc3bb49bc12d67261de7a8ac16",
          "body": null,
          "is_bot": false,
          "headline": "Fix monitoring CI regressions",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T09:22:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ce382fc8b8dd07bc05d3fcd9d9855f8cab11600",
          "body": null,
          "is_bot": false,
          "headline": "Improve pipeline monitoring and AI tab resilience",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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        {
          "oid": "e32e515bc9de956c8a44ae4a73d7a04a98683d98",
          "body": null,
          "is_bot": false,
          "headline": "Tone down tool call bubbles",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "c809e3d14fccb74d0c768eb57c5e85547782589e",
          "body": null,
          "is_bot": false,
          "headline": "Add tool call observability",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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        {
          "oid": "b1bc05d5d3f0609fc9a8fc5d0155272016b55024",
          "body": null,
          "is_bot": false,
          "headline": "Improve monitoring conversation turns",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "fix(wecomcs): implement proactive text sends (#2300)",
          "author_name": "Stevenqin",
          "author_login": "StevenQinDev",
          "committed_at": "2026-07-02T06:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc7a13158e1af1817b0b701c50a50ea1e1d00659",
          "body": "* fix(aiocqhttp): resolve group member metadata\n\n* style: ruff format",
          "is_bot": false,
          "headline": "fix(aiocqhttp): resolve group member metadata (#2298)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-07-01T12:00:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7de7c7f714a7713d42db814234b3c9e7ccde8937",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Product Hunt badge to featured",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T12:23:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85923e3d7b51374f3253433c2261821862d4a5b3",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): shorten mcp resource revision id",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:39:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c6c5dc516150146cc26d5fa923d72cbf15cb78",
          "body": null,
          "is_bot": false,
          "headline": "fix(i18n): add skill tools tooltip translations",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b056646696fcd31e69c9da7debabf49b59366420",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): add mcp resource preferences",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "096ec1a8cebfb65cce67f65c01e36779b5ed87b4",
          "body": "* feat(mcp): support mcp resources\n\n* feat(web): split MCP resources into tab\n\n* docs: add MCP resources PR review\n\n* feat(mcp): productionize resource support\n\n* feat(mcp): scope local agent tools and resources\n\n* fix(web): gate space embedding models behind login\n\n* fix(web): prevent clipped space\n[…]\n: expose skill authoring tools in selector\n\n---------\n\nCo-authored-by: yang.xiang <yang.xiang@advancegroup.com>\nCo-authored-by: Hyu <chenhyu@proton.me>\nCo-authored-by: Junyan Qin <rockchinq@gmail.com>",
          "is_bot": false,
          "headline": "feat(mcp): support mcp resources (#2215)",
          "author_name": "advancer-young",
          "author_login": "advancer-young",
          "committed_at": "2026-06-30T11:16:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2618e06492550e017babeb18e2204215d902bbe5",
          "body": null,
          "is_bot": false,
          "headline": "docs: update 302.AI referral link to share.302ai.cn",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T09:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c8c0eb17b30cfca8e1037f24909d3e069926cc1",
          "body": null,
          "is_bot": false,
          "headline": "test: use package import paths (#2297)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccc51522cfb853e2a3960e4e4a5c9968901e1dcc",
          "body": "* fix(aiocqhttp): normalize image and voice base64 payloads\n\n* fix(aiocqhttp): support file messages from base64 payloads\n\n* test(aiocqhttp): use package import path",
          "is_bot": false,
          "headline": "fix(aiocqhttp): normalize base64 media payloads (#2296)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a99a83f2d0f66b3154481ea095f284965206d44",
          "body": null,
          "is_bot": false,
          "headline": "chore(scripts): mark scripts executable (#2295)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebab5343cf980d5622cc5371d0732a1add5e5495",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(i18n): add bots.admins keys to all locale files (#2292)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b97cc800d3eb93560a72eef671ccd066f905f693",
          "body": "* feat(platform): migrate bot admins from config.yaml to database\n\n- Add BotAdmin ORM model (bot_admins table) scoped per bot_uuid\n- Add Alembic migration 0007 to create table and migrate legacy config admins\n- Remove top-level admins key from config.yaml template\n- Add GET/POST/DELETE /api/v1/platf\n[…]\nplicate platform/person label in session list and chat header\n- Migrate existing malformed session_id records in DB\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(platform): migrate bot admins from config.yaml to database (#2289)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:18:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48905ea0801da8540727b8092a55b38c3a5e51bb",
          "body": "* feat(plugin): report deferred response delivery failures\n\n* style: fix ruff format issues in plugin_diagnostics and test_handler_actions\n\n---------\n\nCo-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(plugin): report deferred response delivery failures (#2287)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-26T15:45:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddb77fc43cd8ef5f94fe3476a0d36d30c35fe7db",
          "body": "The /change-password and /bind-space endpoints already refuse when\nsystem.allow_modify_login_info is false, but /set-password did not,\nleaving a path to alter login credentials on locked-down deployments\n(e.g. public demo instances). Apply the same guard.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(api): guard /set-password with allow_modify_login_info (#2288)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-26T08:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b2826fa49d0a5062f0a41b9ea01d2c52cb28a67",
          "body": "* Add performance and reliability QA gates\n\n* test(skills): prepare user path performance gate\n\n* test(skills): add debug chat load gate\n\n* test(skills): extend fake provider load profiles\n\n* test(skills): add debug chat timing and isolation probes\n\n* test(skills): clarify manual QA perf gates",
          "is_bot": false,
          "headline": "Add performance and reliability QA gates (#2283)",
          "author_name": "huanghuoguoguo",
          "author_login": "huanghuoguoguo",
          "committed_at": "2026-06-25T13:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20636ac432ba89bfb59049221d8e6aa0b78c35f8",
          "body": "…load\n\nfix(api): offload password hashing from event loop",
          "is_bot": false,
          "headline": "Merge pull request #2284 from langbot-app/fix/api-password-thread-off…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:31:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af4260254768fb3d16d8f58b1688597acaea95f8",
          "body": "fix(monitoring): tolerate null API payloads",
          "is_bot": false,
          "headline": "Merge pull request #2285 from langbot-app/fix/monitoring-null-payloads",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53b20e2b1380c02f69592e3fe81f9af848e7eb71",
          "body": "Normalize monitoring API responses before rendering so empty or error payloads with data:null cannot crash the dashboard. Also guard chart, token, and box session arrays before reading length/map.",
          "is_bot": false,
          "headline": "fix(monitoring): tolerate null API payloads",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:22:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1242dc2d21371c410ad17200a7a5b5d73a2a2afe",
          "body": null,
          "is_bot": false,
          "headline": "fix(api): offload password hashing from event loop",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T10:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04628d93cb4792eca6455eea5327e1513b6dc389",
          "body": null,
          "is_bot": false,
          "headline": "docs: add architecture guide for agents",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T08:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c22a1521ce88c3de6bae788a659b1bf231844e9",
          "body": null,
          "is_bot": false,
          "headline": "fix(box): defer separated workspace ownership to runtime",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T04:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8d503958052356575536e9fefc478749e7e1685",
          "body": null,
          "is_bot": false,
          "headline": "feat(box): expose Docker CPU limit toggle",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T03:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85d8d9304ecdc2cba1727898ab2433c92f5b24af",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): keep feedback dialog interactive",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T14:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76471af179d12e669cf99202e8f6a404d40c3c35",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(web): add sidebar feedback popover",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T08:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59b2a7cd51a40240e0c03703c46db167d4eb5333",
          "body": null,
          "is_bot": false,
          "headline": "fix(monitoring): hide disabled box status on cloud",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T10:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a43978ff24a5dc6548df4cdddaf4e8e10df4e412",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.4",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:15:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3417dd20b32c583300bad30fbd429bbab4d173d",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): derive package version from metadata",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:10:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2982e7c55329eaea373b2928a8f0f7bf9f71107d",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.3",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1e14e926909f790b2934ff2d1bd602464d26d25",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): bump langbot-plugin to 0.4.6",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c128a15248b5e8b0a459fe48624ead297970032",
          "body": "…vention (root README.md must be English; other langs in readme/)",
          "is_bot": false,
          "headline": "docs(skills/langbot-plugin-dev): document marketplace README i18n con…",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:39:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ad1203fd5736289fd25900d314d67897b6a14f5",
          "body": "Move the Page Bot (web_page_bot) embed test page out of the repo root into\nexamples/web-page-bot/ as a proper, LangBot-styled demo: a self-contained\nindex.html that loads the live widget.js against a running instance, plus\nbilingual READMEs mirroring examples/http-bot/.",
          "is_bot": false,
          "headline": "docs(examples): add web-page-bot embed demo, drop stray test-embed.html",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "144bec371c319b2c5f06bc987b29707a233fb90d",
          "body": "* docs(platform): add HTTP Bot adapter design (RFC)\n\nStandalone server-to-server HTTP adapter for driving a pipeline from external\nsystems (LangBot Space ticketing et al). Inbound via the existing unified\nwebhook route; outbound via signed callback POSTs. Preserves pipeline-native\nN->1 aggregation a\n[…]\nto docs.langbot.app\n\n* style(platform): make http_bot icon a transparent monochrome </> so WebUI tints it like other adapters\n\n* Revert to colorful </> badge for http_bot icon (WebUI renders it as-is)",
          "is_bot": false,
          "headline": "feat(platform): standalone HTTP Bot adapter (server-to-server) (#2274)",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T05:38:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "74a18191dd34cf7f336f62891100ed3464179797",
          "body": "The plain `docker compose up -d` leaves the Box sandbox runtime off\n(it's gated behind the box/all profile), so sandbox tools, skill\nadd/edit and stdio MCP don't work out of the box. Use\n`docker compose --profile all up -d` across all 9 README translations so\nthe default quick-start brings up the sandbox-capable stack.",
          "is_bot": false,
          "headline": "docs(readme): default docker compose command starts the sandbox",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T17:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a15c98eb06db0e202a178d5145f59a95d91b18b2",
          "body": "The in-product plugin/add-extension help links went through\nlink.langbot.app/{lang}/docs/plugins, which now 404s (it resolved to the\nremoved /usage/plugin/plugin-intro path). Point them directly at the\ncurrent docs page docs.langbot.app/{lang}/plugin/plugin-intro (verified\n200 for zh/en/ja).",
          "is_bot": false,
          "headline": "fix(web): point plugin help links to working docs URL",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:59:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbe17cde6c518d1629705c0b01f9fd10d766094d",
          "body": "The previous truncate/shrink-0 pass only touched leaf nodes, but the\nmin-content floor was set by two ancestors: the flex-1 left group lacked\nmin-w-0, and CardHeader is a CSS grid whose implicit single column\ndefaults to min-content. Constrain both (min-w-0 on the header grid +\nexplicit grid-cols-[minmax(0,1fr)], min-w-0 on the inner flex groups) so\nthe provider name / base_url+key subtitle actually truncate instead of\nforcing the card — and the whole settings modal — wider than the viewport.",
          "is_bot": false,
          "headline": "fix(web): provider card overflow on mobile via grid/flex min-width floor",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:54:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "876e8bf80475e375eacbdddb99b9c2cb907f2fd3",
          "body": "- PanelToolbar: allow wrapping and tighten padding on small screens so the\n  primary action (e.g. \"创建 API 密钥\") no longer runs off the dialog edge.\n- ProviderCard header: let the provider name truncate and pin the model-count\n  badge and right-side action group with shrink-0 so credits / + controls stay\n  inside the card on narrow viewports.",
          "is_bot": false,
          "headline": "fix(web): mobile overflow in settings panels",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3848c9d05037bf8b6a5198ba93cefca7d9e2d6a",
          "body": "Radix tooltips open on hover/focus only and stay closed on touch input,\nso on mobile every hover tooltip was unreachable. Detect coarse/no-hover\npointers via matchMedia and drive the tooltip's open state ourselves so a\ntap on the trigger toggles it. Desktop hover/focus behaviour is unchanged\n(we only intercept the tap when the device has no hover capability). Fixes\nall tooltips app-wide from the shared primitive.",
          "is_bot": false,
          "headline": "feat(web): make tooltips tap-toggleable on touch devices",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:46:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85743cc75f3faf16cd751bafaf77e4d09d6f0e55",
          "body": "The PostgreSQL migration test had the same hardcoded 0005 head\nassertion as the SQLite one; resolve the actual head from the Alembic\nScriptDirectory so 0006 (and future migrations) don't break it.",
          "is_bot": false,
          "headline": "fix(tests): make Postgres migration head test revision-agnostic",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c689b10c0da4b002ad976b554f7e7a9a6fd10446",
          "body": "…ision-agnostic\n\nCI follow-up to the local/remote MCP work:\n\n- Apply ruff format to provider/tools/loaders/mcp.py and the 0006\n  normalize-remote-mode migration (Lint job failed on formatting).\n- test_migrations.py hardcoded the head revision as 0005_*, which broke\n  once 0006 landed. Resolve the actual head from the Alembic\n  ScriptDirectory so future migrations don't require editing the test.",
          "is_bot": false,
          "headline": "fix(mcp): ruff format remote-mode files; make migration head test rev…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:04:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "812b1fff4c61630ca0a1b33fa2b648c88cb03349",
          "body": "… auto-refresh as switch\n\nTwo unrelated frontend fixes:\n\n- LanguageSelector mounts each time the sidebar account dropdown opens and\n  unconditionally called i18n.changeLanguage() on mount, emitting a\n  languageChanged event even when the language was unchanged. That handed\n  every useTranslation() c\n[…]\nhange.\n\n- Plugin logs auto-refresh control changed from a toggle Button to a\n  Switch + Label; the on/off button i18n keys are replaced by a single\n  static logsAutoRefresh label across all 8 locales.",
          "is_bot": false,
          "headline": "fix(web): stop spurious page refresh on account menu open; plugin log…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:58:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9daf22d6613816c159467e9f296a066aef5870c8",
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                "name": "Code of conduct",
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                "points": 0,
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              },
              {
                "key": "issue_template",
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              },
              {
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              }
            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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          {
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            "notes": [],
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            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "key": "contributor_breadth",
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                "status": "met",
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                    "code": "contributors_sampled",
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              {
                "key": "openssf_scorecard_contributors",
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 724,
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              "closed_issues": 1331,
              "issue_closed_ratio": 0.926,
              "closed_unmerged_prs": 98
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
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                "points": 43.3,
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                  {
                    "code": "issues_closed_share",
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                      "share": 93
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
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            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "followers": 75,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "langbot-app",
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              "account_age_days": 604
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "75 followers of langbot-app",
                "points": 13.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 75,
                      "login": "langbot-app"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~1 yr old",
                "points": 13.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "langbot"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "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 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "44 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 44
                    }
                  }
                ],
                "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": 96,
        "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": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "eslint.config.mjs"
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                  }
                ],
                "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": "27 out of 27 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": [
                "qq",
                "openai",
                "agent",
                "llm",
                "wechat",
                "telegram",
                "dify",
                "discord",
                "deepseek",
                "dingtalk",
                "feishu",
                "lark",
                "ollama",
                "langbot",
                "n8n",
                "plugins",
                "rag",
                "line",
                "coze",
                "kook"
              ],
              "has_wiki": true,
              "homepage": "https://langbot.app",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://langbot.app",
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                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "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": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "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": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 27 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 10/30 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 20 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 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": "40 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 963 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 963
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "osv",
              "advisories": 54,
              "affected_packages": 16,
              "assessed_packages": 963,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 2, high 9, moderate 5",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 more",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1117 days ago",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1117
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 963,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 5
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 77,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.92,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "skills/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 4514
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, skills/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
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}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.25.0 — vollständige Methodik · Metriken-Wiki.

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