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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 19:49 UTC

amd / gaia

Build AI agents for your PC

PythonMIT★ 1.507 Sterne⑂ 134 Forksseit Dez. 2024Auf GitHub ansehen ↗

amd/gaia erreicht einen Gesundheitsindex von 80 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (93/100) ab, am schwächsten bei Security (66/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen 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

AMDOrganisation
1.871 Follower116 öffentliche Reposseit Okt. 2010

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIamd-gaia0.22.03.63329vor 10 Tagen
Gogithub.com/amd/gaiav0.22.0-61vor 11 Tagen

Metriken nach Kategorie

Vitalität

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

93Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
27/36Commit-Rhythmus — 39/52 Wochen mit Commits
18/18Commit-Volumen — 904 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year904
human_commit_share0,58
days_since_last_push0
active_weeks_last_year39
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 50 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 10 Tagen
27/27Release-Rhythmus — ein Release etwa alle 6,9 Tage
6/10OpenSSF Scorecard: Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
Verwendete Eingangsdaten
releases_count50
latest_release_tagv0.22.0
releases_from_tagsnein
days_since_latest_release10
mean_days_between_releases6,9

Community & Verbreitung

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

72Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
51.5/60Stars — 1.507 Stars
17.7/25Forks — 134 Forks
6.8/15Watcher — 18 Watcher
Verwendete Eingangsdaten
forks134
stars1.507
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja
Wie die Bewertung erfolgt
47.5/80Downloads pro Monat — 3.633 Downloads/Monat über go, pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesamd-gaia, github.com/amd/gaia
dependents
ecosystemsgo, pypi
total_downloads
monthly_downloads3.633
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

75Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
14.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 35 % der Commits
13.5/13.5Breite der Beitragenden — 33 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor2
contributors_sampled33
top_contributor_share0,352
Wie die Bewertung erfolgt
24.4/46.8Issue-Lösungsquote — 52 % der Issues geschlossen
32.9/38.3PR-Annahme — 968/1.127 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs968
open_issues670
closed_issues732
issue_closed_ratio0,522
closed_unmerged_prs159
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
23.5/25Reichweite des Inhabers — 1.871 Follower von amd
25/25Kontohistorie — 116 öffentliche Repos, Kontoalter ca. 15 Jahre
Verwendete Eingangsdaten
followers1.871
owner_typeOrganization
is_verified
owner_loginamd
public_repos116
account_age_days5.772

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf go, pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 10 Tagen
20/20Versionshistorie — 61 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesamd-gaia, github.com/amd/gaia
ecosystemsgo, pypi
any_deprecatednein
min_days_since_publish10

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

90Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 70 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .pylintrc
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://github.com/amd/gaia
10/10Repository-Beschreibung
10/10Topics — 8 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai, amd, genai, ryzenai, agents, aipc, local, privacy
has_wikija
homepagehttps://github.com/amd/gaia
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

66Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
5/5Security-Policy — security policy file detected
4.5/7.5Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 126 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages70
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:amd-gaia@0.22.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 70 Paketen. 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.

83Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 58 von 58 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes61.269
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — tui/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .pylintrc
11/11Statische Typprüfung — hub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile
10/10Belegte Agentenpraxis — 29 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 12 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesgo.sum, package-lock.json, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_filestui/Makefile
has_devcontainerja
has_linter_configja
typecheck_configshub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json
agent_commit_share0,29
toolchain_manifeststui/go.mod
dependency_bot_commit_share0,12
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (hub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json)
53.3/55Handhabbare Dateigrößen — 50/1.599 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes321.331
source_files_sampled1.599
oversized_source_files50
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — example, examples, notebooks
Verwendete Eingangsdaten
example_dirsexample, examples, notebooks
has_mcp_signalja
api_schema_files

Eckdaten

1.507GitHub-Sterne
33Mitwirkende
904Commits, letzte 12 Monate
0Tage seit letztem Push
50Releases
2Bus-Faktor
670offene Issues
Go, npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 134 ⇿
0Sterne
134Forks
47Releases

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.

025507510012515013452025-032025-112026-07
Major 0Minor 14Patch 27

Jeder Punkt umfasst 2 Tage.

OpenSSF Scorecard 5.7 / 10
5.7Gesamtwert

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 · 2026-07-27 19:49 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
7SASTSAST tool is not run on all commits -- score normalized to 7
10Security-Policysecurity policy file detected
6Signed-Releases4 out of the last 5 releases have a total of 4 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities126 existing vulnerabilities detected
Direkte Abhängigkeiten 17
RegistryPaketVersionsvorgabeManifest
npm@prisma/client^7.8.0package.json
npmprisma^7.8.0package.json
npmzod^4.4.3package.json
Gogithub.com/charmbracelet/bubblesv1.0.0tui/go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10tui/go.mod
Gogithub.com/charmbracelet/glamourv1.0.0tui/go.mod
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834tui/go.mod
Gogithub.com/charmbracelet/x/ansiv0.11.6tui/go.mod
Gogithub.com/charmbracelet/x/termv0.2.2tui/go.mod
Gogithub.com/spf13/cobrav1.10.2tui/go.mod
Gogolang.org/x/sysv0.38.0tui/go.mod
npm@astrojs/check^0.9.4website/package.json
npm@astrojs/tailwind^5.1.4website/package.json
npmastro^4.16.18website/package.json
npmprismjs^1.30.0website/package.json
npmtailwindcss^3.4.17website/package.json
npmtypescript^5.7.2website/package.json
Alle Abhängigkeiten 2.068

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 21 direkte und 2.047 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Gogithub.com/charmbracelet/bubblesv1.0.0direkt
Gogithub.com/charmbracelet/bubbleteav1.3.10direkt
Gogithub.com/charmbracelet/glamourv1.0.0direkt
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834direkt
Gogithub.com/charmbracelet/x/ansiv0.11.6direkt
Gogithub.com/charmbracelet/x/termv0.2.2direkt
Gogithub.com/spf13/cobrav1.10.2direkt
Gogolang.org/x/sysv0.38.0direkt
npm@astrojs/check0.9.6direkt
npm@astrojs/tailwind5.1.5direkt
npm@prisma/client7.8.0direkt
npmastro4.16.19direkt
npmprisma7.8.0direkt
npmprismjs1.30.0direkt
npmtailwindcss3.4.19direkt
npmtypescript5.4.5direkt
npmtypescript5.9.3direkt
npmtypescript7.0.2direkt
npmzod3.22.3direkt
npmzod3.25.76direkt
npmzod4.4.3direkt
Gogithub.com/alecthomas/chroma/v2v2.20.0indirekt
Gogithub.com/atotto/clipboardv0.1.4indirekt
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1indirekt
Gogithub.com/aymerick/douceurv0.2.0indirekt
Gogithub.com/charmbracelet/colorprofilev0.4.1indirekt
Gogithub.com/charmbracelet/x/cellbufv0.0.15indirekt
Gogithub.com/charmbracelet/x/exp/slicev0.0.0-20250327172914-2fdc97757edfindirekt
Gogithub.com/clipperhouse/displaywidthv0.9.0indirekt
Gogithub.com/clipperhouse/stringishv0.1.1indirekt
Gogithub.com/clipperhouse/uax29/v2v2.5.0indirekt
Gogithub.com/dlclark/regexp2v1.11.5indirekt
Gogithub.com/erikgeiser/coninputv0.0.0-20211004153227-1c3628e74d0findirekt
Gogithub.com/gorilla/cssv1.0.1indirekt
Gogithub.com/inconshreveable/mousetrapv1.1.0indirekt
Gogithub.com/lucasb-eyer/go-colorfulv1.3.0indirekt
Gogithub.com/mattn/go-isattyv0.0.20indirekt
Gogithub.com/mattn/go-localereaderv0.0.1indirekt
Gogithub.com/mattn/go-runewidthv0.0.19indirekt
Gogithub.com/microcosm-cc/bluemondayv1.0.27indirekt
Gogithub.com/muesli/ansiv0.0.0-20230316100256-276c6243b2f6indirekt
Gogithub.com/muesli/cancelreaderv0.2.2indirekt
Gogithub.com/muesli/reflowv0.3.0indirekt
Gogithub.com/muesli/termenvv0.16.0indirekt
Gogithub.com/rivo/unisegv0.4.7indirekt
Gogithub.com/sahilm/fuzzyv0.1.1indirekt
Gogithub.com/spf13/pflagv1.0.9indirekt
Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41eindirekt
Gogithub.com/yuin/goldmarkv1.7.13indirekt
Gogithub.com/yuin/goldmark-emojiv1.0.6indirekt
Gogolang.org/x/netv0.38.0indirekt
Gogolang.org/x/termv0.36.0indirekt
Gogolang.org/x/textv0.30.0indirekt
npm@adobe/css-tools4.5.0indirekt
npm@alloc/quick-lru5.2.0indirekt
npm@amd-gaia/electron1.0.0indirekt
npm@asamuzakjp/css-color5.1.11indirekt
npm@asamuzakjp/dom-selector7.1.1indirekt
npm@asamuzakjp/generational-cache1.0.1indirekt
npm@asamuzakjp/nwsapi2.3.9indirekt
npm@astrojs/compiler2.13.1indirekt
npm@astrojs/internal-helpers0.4.1indirekt
npm@astrojs/language-server2.16.3indirekt
npm@astrojs/markdown-remark5.3.0indirekt
npm@astrojs/prism3.1.0indirekt
npm@astrojs/telemetry3.1.0indirekt
npm@astrojs/yaml2ts0.2.2indirekt
npm@azu/format-text1.0.2indirekt
npm@azu/style-format1.0.1indirekt
npm@azure/abort-controller2.1.2indirekt
npm@azure/core-auth1.10.1indirekt
npm@azure/core-client1.10.1indirekt
npm@azure/core-rest-pipeline1.22.2indirekt
npm@azure/core-tracing1.3.1indirekt
npm@azure/core-util1.13.1indirekt
npm@azure/identity4.13.0indirekt
npm@azure/logger1.3.0indirekt
npm@azure/msal-browser4.26.1indirekt
npm@azure/msal-common15.13.1indirekt
npm@azure/msal-node3.8.2indirekt
npm@babel/code-frame7.27.1indirekt
npm@babel/code-frame7.28.6indirekt
npm@babel/code-frame7.29.0indirekt
npm@babel/compat-data7.28.5indirekt
npm@babel/compat-data7.28.6indirekt
npm@babel/compat-data7.29.0indirekt
npm@babel/core7.28.5indirekt
npm@babel/core7.28.6indirekt
npm@babel/core7.29.0indirekt
npm@babel/generator7.28.5indirekt
npm@babel/generator7.28.6indirekt
npm@babel/generator7.29.1indirekt
npm@babel/helper-annotate-as-pure7.27.3indirekt
npm@babel/helper-compilation-targets7.27.2indirekt
npm@babel/helper-compilation-targets7.28.6indirekt
npm@babel/helper-globals7.28.0indirekt
npm@babel/helper-module-imports7.27.1indirekt
npm@babel/helper-module-imports7.28.6indirekt
npm@babel/helper-module-transforms7.28.3indirekt
npm@babel/helper-module-transforms7.28.6indirekt
npm@babel/helper-plugin-utils7.27.1indirekt
npm@babel/helper-plugin-utils7.28.6indirekt
npm@babel/helper-string-parser7.27.1indirekt
npm@babel/helper-validator-identifier7.28.5indirekt
npm@babel/helper-validator-option7.27.1indirekt
npm@babel/helpers7.28.4indirekt
npm@babel/helpers7.28.6indirekt
npm@babel/parser7.28.5indirekt
npm@babel/parser7.28.6indirekt
npm@babel/parser7.29.0indirekt
npm@babel/plugin-syntax-async-generators7.8.4indirekt
npm@babel/plugin-syntax-bigint7.8.3indirekt
npm@babel/plugin-syntax-class-properties7.12.13indirekt
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npmprintable-characters1.0.42indirekt
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npmreact-is17.0.2indirekt
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npmreact-markdown10.1.0indirekt
npmreact-refresh0.17.0indirekt
npmreact-router6.30.4indirekt
npmreact-router-dom6.30.4indirekt
npmread1.0.7indirekt
npmread-binary-file-arch1.0.6indirekt
npmread-cache1.0.0indirekt
npmread-pkg2.0.0indirekt
npmread-pkg9.0.1indirekt
npmread-pkg-up2.0.0indirekt
npmreadable-stream2.3.8indirekt
npmreadable-stream3.6.2indirekt
npmreaddirp3.6.0indirekt
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npmrechoir0.8.0indirekt
npmredent3.0.0indirekt
npmregex5.1.1indirekt
npmregex-recursion5.1.1indirekt
npmregex-utilities2.3.0indirekt
npmrehype13.0.2indirekt
npmrehype-parse9.0.1indirekt
npmrehype-raw7.0.0indirekt
npmrehype-sanitize6.0.0indirekt
npmrehype-stringify10.0.1indirekt
npmremark-gfm4.0.1indirekt
npmremark-parse11.0.0indirekt
npmremark-rehype11.1.2indirekt
npmremark-smartypants3.0.2indirekt
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npmremeda2.33.4indirekt
npmrequest-light0.5.8indirekt
npmrequest-light0.7.0indirekt
npmrequire-directory2.1.1indirekt
npmrequire-from-string2.0.2indirekt
npmrequire-main-filename2.0.0indirekt
npmrequires-port1.0.0indirekt
npmresedit1.7.2indirekt
npmresedit2.0.3indirekt
npmresolve1.22.11indirekt
npmresolve-alpn1.2.1indirekt
npmresolve-cwd3.0.0indirekt
npmresolve-from5.0.0indirekt
npmresolve.exports2.0.3indirekt
npmresponselike2.0.1indirekt
npmrestore-cursor3.1.0indirekt
npmrestore-cursor4.0.0indirekt
npmrestore-cursor5.1.0indirekt
npmretext9.0.0indirekt
npmretext-latin4.0.0indirekt
npmretext-smartypants6.2.0indirekt
npmretext-stringify4.0.0indirekt
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npmrolldown1.1.5indirekt
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npmrollup4.61.1indirekt
npmrollup4.62.0indirekt
npmrollup-plugin-inject3.0.2indirekt
npmrollup-plugin-node-polyfills0.2.1indirekt
npmrollup-pluginutils2.8.2indirekt
npmrouter2.2.0indirekt
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npmsafe-buffer5.1.2indirekt
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npmsanitize-filename1.6.4indirekt
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npmsax1.6.0indirekt
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npmscheduler0.23.2indirekt
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npmsemver-compare1.0.0indirekt
npmsend0.19.2indirekt
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npmseq-queue0.0.5indirekt
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npmserve-static2.2.1indirekt
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npmsetprototypeof1.2.0indirekt
npmsharp0.33.5indirekt
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npmshebang-command2.0.0indirekt
npmshebang-regex1.0.0indirekt
npmshebang-regex3.0.0indirekt
npmshiki1.29.2indirekt
npmside-channel1.1.0indirekt
npmside-channel-list1.0.0indirekt
npmside-channel-list1.0.1indirekt
npmside-channel-map1.0.1indirekt
npmside-channel-weakmap1.0.2indirekt
npmsiginfo2.0.0indirekt
npmsignal-exit3.0.7indirekt
npmsignal-exit4.1.0indirekt
npmsimple-concat1.0.1indirekt
npmsimple-get4.0.1indirekt
npmsimple-swizzle0.2.4indirekt
npmsimple-update-notifier2.0.0indirekt
npmsisteransi1.0.5indirekt
npmslash3.0.0indirekt
npmslash5.1.0indirekt
npmslice-ansi4.0.0indirekt
npmslice-ansi5.0.0indirekt
npmsmart-buffer4.2.0indirekt
npmsocks2.8.7indirekt
npmsocks-proxy-agent7.0.0indirekt
npmsource-map0.6.1indirekt
npmsource-map-js1.2.1indirekt
npmsource-map-support0.5.13indirekt
npmsource-map-support0.5.21indirekt
npmsourcemap-codec1.4.8indirekt
npmspace-separated-tokens2.0.2indirekt
npmspdx-correct3.2.0indirekt
npmspdx-exceptions2.5.0indirekt
npmspdx-expression-parse3.0.1indirekt
npmspdx-license-ids3.0.22indirekt
npmspdx-license-ids3.0.23indirekt
npmsprintf-js1.0.3indirekt
npmsprintf-js1.1.3indirekt
npmsqlstring2.3.3indirekt
npmssri9.0.1indirekt
npmstack-utils2.0.6indirekt
npmstackback0.0.2indirekt
npmstacktracey2.2.0indirekt
npmstat-mode1.0.0indirekt
npmstatuses2.0.2indirekt
npmstd-env3.10.0indirekt
npmstd-env4.1.0indirekt
npmstdin-discarder0.2.2indirekt
npmstoppable1.1.0indirekt
npmstrict-event-emitter0.5.1indirekt
npmstring-length4.0.2indirekt
npmstring-width4.2.3indirekt
npmstring-width5.1.2indirekt
npmstring-width7.2.0indirekt
npmstring_decoder1.1.1indirekt
npmstring_decoder1.3.0indirekt
npmstringify-entities4.0.4indirekt
npmstrip-ansi6.0.1indirekt
npmstrip-ansi7.1.2indirekt
npmstrip-bom3.0.0indirekt
npmstrip-bom4.0.0indirekt
npmstrip-bom-string1.0.0indirekt
npmstrip-eof1.0.0indirekt
npmstrip-final-newline2.0.0indirekt
npmstrip-indent3.0.0indirekt
npmstrip-json-comments2.0.1indirekt
npmstrip-json-comments3.1.1indirekt
npmstrip-outer1.0.1indirekt
npmstructured-source4.0.0indirekt
npmstyle-to-js1.1.21indirekt
npmstyle-to-object1.0.14indirekt
npmsucrase3.35.1indirekt
npmsumchecker3.0.1indirekt
npmsupports-color7.2.0indirekt
npmsupports-color8.1.1indirekt
npmsupports-hyperlinks3.2.0indirekt
npmsupports-preserve-symlinks-flag1.0.0indirekt
npmsymbol-tree3.2.4indirekt
npmtable6.9.0indirekt
npmtagged-tag1.0.0indirekt
npmtapable2.3.0indirekt
npmtapable2.3.3indirekt
npmtar7.5.19indirekt
npmtar7.5.9indirekt
npmtar-fs2.1.4indirekt
npmtar-stream2.2.0indirekt
npmtemp0.9.4indirekt
npmtemp-file3.4.0indirekt
npmterminal-link4.0.0indirekt
npmterser5.46.0indirekt
npmterser5.47.1indirekt
npmterser-webpack-plugin5.3.16indirekt
npmterser-webpack-plugin5.6.0indirekt
npmtest-exclude6.0.0indirekt
npmtext-table0.2.0indirekt
npmtextextensions6.11.0indirekt
npmthenify3.3.1indirekt
npmthenify-all1.6.0indirekt
npmtiny-async-pool1.3.0indirekt
npmtiny-each-async2.0.3indirekt
npmtiny-typed-emitter2.1.0indirekt
npmtinybench2.9.0indirekt
npmtinyexec0.3.2indirekt
npmtinyexec1.2.4indirekt
npmtinyglobby0.2.15indirekt
npmtinyglobby0.2.17indirekt
npmtinypool1.1.1indirekt
npmtinyrainbow1.2.0indirekt
npmtinyrainbow3.1.0indirekt
npmtinyspy3.0.2indirekt
npmtldts7.4.2indirekt
npmtldts-core7.4.2indirekt
npmtmp0.0.33indirekt
npmtmp0.2.5indirekt
npmtmp0.2.7indirekt
npmtmp-promise3.0.3indirekt
npmtmpl1.0.5indirekt
npmto-regex-range5.0.1indirekt
npmtoidentifier1.0.1indirekt
npmtough-cookie6.0.1indirekt
npmtr460.0.3indirekt
npmtr466.0.0indirekt
npmtrim-lines3.0.1indirekt
npmtrim-repeated1.0.0indirekt
npmtrough2.2.0indirekt
npmtruncate-utf8-bytes1.0.2indirekt
npmts-interface-checker0.1.13indirekt
npmtsconfck3.1.6indirekt
npmtslib2.8.1indirekt
npmtunnel0.0.6indirekt
npmtunnel-agent0.6.0indirekt
npmtype-detect4.0.8indirekt
npmtype-fest0.13.1indirekt
npmtype-fest0.21.3indirekt
npmtype-fest1.4.0indirekt
npmtype-fest4.41.0indirekt
npmtype-fest5.6.0indirekt
npmtype-is1.6.18indirekt
npmtype-is2.1.0indirekt
npmtyped-rest-client1.8.11indirekt
npmtypesafe-path0.2.2indirekt
npmtypescript-auto-import-cache0.3.6indirekt
npmuc.micro2.1.0indirekt
npmufo1.6.4indirekt
npmunderscore1.13.7indirekt
npmundici5.29.0indirekt
npmundici6.27.0indirekt
npmundici7.22.0indirekt
npmundici7.25.0indirekt
npmundici7.26.0indirekt
npmundici7.28.0indirekt
npmundici-types5.26.5indirekt
npmundici-types6.21.0indirekt
npmundici-types7.16.0indirekt
npmundici-types7.18.2indirekt
npmunenv2.0.0-rc.14indirekt
npmunicorn-magic0.1.0indirekt
npmunicorn-magic0.3.0indirekt
npmunified11.0.5indirekt
npmunique-filename2.0.1indirekt
npmunique-slug3.0.0indirekt
npmunist-util-find-after5.0.0indirekt
npmunist-util-is6.0.1indirekt
npmunist-util-modify-children4.0.0indirekt
npmunist-util-position5.0.0indirekt
npmunist-util-remove-position5.0.0indirekt
npmunist-util-stringify-position4.0.0indirekt
npmunist-util-visit5.1.0indirekt
npmunist-util-visit-children3.0.0indirekt
npmunist-util-visit-parents6.0.2indirekt
npmuniversal-user-agent6.0.1indirekt
npmuniversalify0.1.2indirekt
npmuniversalify2.0.1indirekt
npmunpipe1.0.0indirekt
npmuntil-async3.0.2indirekt
npmunzipper0.12.5indirekt
npmupdate-browserslist-db1.2.3indirekt
npmurl-join4.0.1indirekt
npmusername5.1.0indirekt
npmutf8-byte-length1.0.5indirekt
npmutil-deprecate1.0.2indirekt
npmutils-merge1.0.1indirekt
npmuuid8.3.2indirekt
npmv8-to-istanbul9.3.0indirekt
npmvalibot1.2.0indirekt
npmvalidate-npm-package-license3.0.4indirekt
npmvary1.1.2indirekt
npmversion-range4.15.0indirekt
npmvfile6.0.3indirekt
npmvfile-location5.0.3indirekt
npmvfile-message4.0.3indirekt
npmvite5.4.21indirekt
npmvite7.3.0indirekt
npmvite8.1.5indirekt
npmvite-node2.1.9indirekt
npmvitefu1.1.1indirekt
npmvitest2.1.9indirekt
npmvitest4.1.10indirekt
npmvolar-service-css0.0.68indirekt
npmvolar-service-emmet0.0.68indirekt
npmvolar-service-html0.0.68indirekt
npmvolar-service-prettier0.0.68indirekt
npmvolar-service-typescript0.0.68indirekt
npmvolar-service-typescript-twoslash-queries0.0.68indirekt
npmvolar-service-yaml0.0.68indirekt
npmvscode-css-languageservice6.3.9indirekt
npmvscode-html-languageservice5.6.1indirekt
npmvscode-json-languageservice4.1.8indirekt
npmvscode-jsonrpc8.2.0indirekt
npmvscode-languageserver9.0.1indirekt
npmvscode-languageserver-protocol3.17.5indirekt
npmvscode-languageserver-textdocument1.0.12indirekt
npmvscode-languageserver-types3.17.5indirekt
npmvscode-nls5.2.0indirekt
npmvscode-uri3.1.0indirekt
npmw3c-xmlserializer5.0.0indirekt
npmwalker1.0.8indirekt
npmwatchpack2.5.1indirekt
npmwcwidth1.0.1indirekt
npmweb-namespaces2.0.1indirekt
npmweb-streams-polyfill3.3.3indirekt
npmwebcrypto-core1.9.2indirekt
npmwebidl-conversions3.0.1indirekt
npmwebidl-conversions8.0.1indirekt
npmwebpack5.105.2indirekt
npmwebpack5.107.1indirekt
npmwebpack-sources3.3.4indirekt
npmwebpack-sources3.4.1indirekt
npmwhatsapp-web.js^1.19.0indirekt
npmwhatwg-encoding3.1.1indirekt
npmwhatwg-mimetype4.0.0indirekt
npmwhatwg-mimetype5.0.0indirekt
npmwhatwg-url16.0.1indirekt
npmwhatwg-url5.0.0indirekt
npmwhich1.3.1indirekt
npmwhich2.0.2indirekt
npmwhich5.0.0indirekt
npmwhich6.0.1indirekt
npmwhich-module2.0.1indirekt
npmwhich-pm3.0.1indirekt
npmwhich-pm-runs1.1.0indirekt
npmwhy-is-node-running2.3.0indirekt
npmwidest-line5.0.0indirekt
npmword-wrap1.2.5indirekt
npmworkerd1.20250718.0indirekt
npmwrangler3.114.17indirekt
npmwrap-ansi6.2.0indirekt
npmwrap-ansi7.0.0indirekt
npmwrap-ansi8.1.0indirekt
npmwrap-ansi9.0.2indirekt
npmwrappy1.0.2indirekt
npmwrite-file-atomic4.0.2indirekt
npmws8.18.0indirekt
npmwsl-utils0.1.0indirekt
npmxml-name-validator5.0.0indirekt
npmxml2js0.5.0indirekt
npmxmlbuilder11.0.1indirekt
npmxmlbuilder15.1.1indirekt
npmxmlchars2.2.0indirekt
npmxxhash-wasm1.1.0indirekt
npmy18n4.0.3indirekt
npmy18n5.0.8indirekt
npmyallist3.1.1indirekt
npmyallist4.0.0indirekt
npmyallist5.0.0indirekt
npmyaml2.7.1indirekt
npmyaml2.8.2indirekt
npmyaml2.9.0indirekt
npmyaml-language-server1.19.2indirekt
npmyargs15.4.1indirekt
npmyargs16.2.0indirekt
npmyargs17.7.2indirekt
npmyargs-parser18.1.3indirekt
npmyargs-parser20.2.9indirekt
npmyargs-parser21.1.1indirekt
npmyauzl2.10.0indirekt
npmyazl2.5.1indirekt
npmyocto-queue0.1.0indirekt
npmyocto-queue1.2.2indirekt
npmyoctocolors-cjs2.1.3indirekt
npmyouch3.3.4indirekt
npmzeptomatch2.1.0indirekt
npmzod-to-json-schema3.25.1indirekt
npmzod-to-ts1.2.0indirekt
npmzustand5.0.14indirekt
npmzwitch2.0.4indirekt
PyPIaccelerateindirekt
PyPIaiohttpindirekt
PyPIamd-gaiaindirekt
PyPIapschedulerindirekt
PyPIbeautifulsoup4indirekt
PyPIgaia-agent-routingindirekt
PyPIkeyringindirekt
PyPIopenaiindirekt
PyPIpillowindirekt
PyPIpydanticindirekt
PyPIpytestindirekt
PyPIpython-dotenvindirekt
PyPIpython-multipartindirekt
PyPIpywin32indirekt
PyPIrequestsindirekt
PyPIrichindirekt
PyPIsetuptoolsindirekt
PyPItavily-pythonindirekt
PyPItomliindirekt
PyPItomli-windirekt
PyPItransformersindirekt
PyPIwatchdogindirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:amd-gaia@0.22.0 zieht 70 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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          "oid": "21d40c331057ebcc8f0590b4a8e512b6e1a3fca4",
          "body": "… work (#2497)\n\nGAIA told macOS users their Lemonade Server was not installed while it\nwas answering requests on the very port GAIA probes, and told everyone\nelse to fix a stopped server by running `lemonade-server serve` — a CLI\nmodern Lemonade removed. Both are the same defect: **code reporting a\n\n[…]\ninstall-path tests\ndo a real health probe against `localhost:13305`, so they pass or fail\npurely on whether Lemonade happens to be running — the sole cause of the\n31-vs-34 baseline drift seen locally.",
          "is_bot": false,
          "headline": "fix(llm): detect Lemonade on macOS; stop printing commands that don't…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:40:28Z",
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          "oid": "e272fbae87479bd6d201f6fc72f17fe75847e989",
          "body": "Before: switch hub tabs, scroll a long list, switch back to a shorter\ntab, and the selection silently vanished — the `▸` marker disappeared\nand Enter did nothing, with no hint why. The cursor kept its index from\nthe previous tab, so on a tab with fewer rows (Installed often has 1\nagent, Available ha\n[…]\nry tab and asserts non-empty tabs always have a selection.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": true,
          "headline": "fix(tui): keep a valid hub selection when switching tabs (#2482)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T09:36:34Z",
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        {
          "oid": "1d0454b6093b22806cfc927bd98756b77346d0aa",
          "body": "… (#2494)\n\nThe readiness gate reported **Mailbox: ready** whenever a provider was\nmerely *connected*. Driving it live: the gate showed 5 of 5 green, and\nthe very next thing — asking the agent to triage — failed immediately\nwith a Google credential error. A stored connection can be expired,\nrevoked o\n[…]\nsing scope ·\ncredentials rejected — produces a distinct row\n- [ ] A healthy mailbox still passes; the added cost is one bounded\nrelayed read\n- [ ] `cd tui && make lint && go test ./... -count=1 -race`",
          "is_bot": false,
          "headline": "fix(tui): prove the mailbox is usable before the gate clears a launch…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:31:03Z",
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          "oid": "ee54b7791a7d346fc186c3cf3fa6236f84d67934",
          "body": "… access (#2496)\n\nCloses #2469.\n\nDriving the TUI end to end today: preflight went green, I asked \"triage\nmy inbox\", and got back `CONNECTOR_ERROR: All connected mailboxes failed\nduring pre-scan: google:… (credential problem)` — followed by\nwell-written, completely unactionable advice to leave the te\n[…]\nain shortly\" rather\nthan claiming success it can't yet back — the daemon's hand-over is on a\n300s timer. Forwarding on demand right after a connect would close that\ngap and needs a daemon-side change.",
          "is_bot": false,
          "headline": "feat(email): agent-led mailbox onboarding — the agent sets up its own…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:30:18Z",
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          "oid": "cc73e24469a87ee91fde360711b45ddac67e92c5",
          "body": "The Agent Hub shipped `gaia-bash` as an **installed** agent. On any\nmachine that had not built the C++ binary from source — which is every\nmachine that installed GAIA normally — pressing enter opened a chat that\nsaid *\"Connected to: Bash\"*, and the failure only showed up after the\nuser typed their f\n[…]\no seed ships\ninstalled for it to attach to otherwise.\n- The live control-API tests no longer build on whatever daemon and\ninstalled agents the test machine happens to have; they drive a fixed\ncatalog.",
          "is_bot": false,
          "headline": "fix(tui): stop the hub offering agents it cannot run or launch (#2492)",
          "author_name": "Kalin Ovtcharov",
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          "body": "…ions (#2500)\n\n## Summary\n\nThree unit tests in `test_init_command.py` pass or fail depending on\nwhether a Lemonade server happens to be running on the developer's\nmachine. This PR makes the unit suite hermetic by:\n\n1. Adding a socket guard that blocks real outbound connections in unit\ntests\n2. Patch\n[…]\nhings I do - you can see my work history\n[here](https://github.com/kagura-agent/github-contribution). If you'd\nprefer not to receive AI-authored PRs, just let me know and I'll stop -\nno hard feelings.",
          "is_bot": false,
          "headline": "fix(tests): make unit suite hermetic by blocking real network connect…",
          "author_name": "Kagura",
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          "body": "The daemon could install agents but the interface had no way to ask: the\nhub listed email as Available with no key that did anything, and `gaia\ntui` had only `chat` and `hub`. The hub can now install and uninstall,\nand the CLI gained `list`, `install`, `uninstall`, `run` and `status`\nwith a genuine \n[…]\nsed, exit 1, names `--trust` and\nwhat it is trusting; `--trust` then installs\n- [ ] `tab`, `down`×2, `shift+tab` → an agent is still selected\n- [ ] Resize to 80x24 → the hub fits, footer does not wrap",
          "is_bot": false,
          "headline": "feat(tui): install, run and uninstall agents from the TUI (#2484)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:18:31Z",
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          "oid": "ce730876c923e3ab85060a00e396ba78c3b2604d",
          "body": "…-scan (#2485)\n\nAsking the email agent to triage your inbox produced one vague sentence.\nThat was not a prompt problem: the agent already emits a structured\npre-scan payload and is deliberately written **not** to describe the\nresults in prose, because it expects the client to draw a card. Nobody\nwas\n[…]\nive sections and an \"N of M\" count\n- [ ] An unknown `render` key degrades to a generic card with the raw\npayload, never a blank\n- [ ] A card value containing `\\u001b` renders as text and does not hang",
          "is_bot": false,
          "headline": "feat(tui): draw tool_result render cards, starting with the inbox pre…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:06:10Z",
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          "oid": "7fdd43eae28071c03d5f97c660bc97e1c6dcdeac",
          "body": "…s/jira/webui in the jira-app-dependencies group (#2501)\n\nBumps the jira-app-dependencies group in /src/gaia/apps/jira/webui with\n1 update: [electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhr\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in /src/gaia/app…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:04:57Z",
          "body_truncated": true,
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        {
          "oid": "c940fd0a41ec1fb679d0550edaab3390d028931f",
          "body": "…s/example/webui in the example-app-dependencies group (#2502)\n\nBumps the example-app-dependencies group in /src/gaia/apps/example/webui\nwith 1 update: [electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n<details>\n<summary>Release notes</summary>\n<p><em>Source\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in /src/gaia/app…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:04:41Z",
          "body_truncated": true,
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        {
          "oid": "7f56960501bc4461c5919ec4a5193f79cc57f50a",
          "body": "…on (#2477)\n\nInstalling an agent required the web UI — no CLI path, no daemon API —\nso a headless machine had no way to provision a sidecar. Adds catalog,\ninstall, install-status and uninstall to the daemon with `gaia hub\nlist|install|uninstall` on top, so the TUI, the CLI and the web UI share\none i\n[…]\n- [ ] `gaia hub install email --trust` → installs; `gaia hub list\n--installed` shows it\n- [ ] `gaia hub uninstall email` with the sidecar running → stops it\nfirst, or aborts loudly if the pid survives",
          "is_bot": false,
          "headline": "feat(daemon): install, uninstall and catalog hub agents from the daem…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:00:14Z",
          "body_truncated": true,
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        {
          "oid": "61ac101cb4118bc8aa0b43339362be9e1ecf57d4",
          "body": "The port plan was a list of capabilities, not a journey — it never said\nwhat a first-time user actually sees. This defines that end to end with\nemail as the driving case, and pushes back on the engineering plan where\nthe two disagree.\n\nThe finding that reshaped the plan: the readiness gate is not la\n[…]\nney.md` §7 (disagreements) against\n`docs/plans/email-agent-tui-port.md` §3b (accepted amendments) — they\nshould agree\n- [ ] Keybinding map matches what `hub/model.go` and `chat/model.go`\nactually bind",
          "is_bot": false,
          "headline": "docs(plans): design the TUI user journey around the email agent (#2480)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:55:57Z",
          "body_truncated": true,
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        {
          "oid": "fd66ba95fbd231c9395f21032817f767a4ac6c66",
          "body": "…cs (#2479)\n\nThe agent could stream a **blank answer as success** after its worker\nhad died, and a bad inbox scan ceiling degraded quietly instead of\nstopping startup. Both now fail loudly.\n\nAlso settles two documentation contradictions at the source rather than\npatching the symptom: the package adv\n[…]\nhe wheel pip-installed)\n- [ ] Advertised eval score matches `SCORECARD.md` across README,\nCHANGELOG and EVALUATION\n- [ ] `CAPABILITY_MATRIX.md` verb count is derived, and regenerating\nproduces no diff",
          "is_bot": false,
          "headline": "fix(email): fail loudly on a dead worker and reconcile the package do…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:54:56Z",
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        },
        {
          "oid": "1340b3b7a0086354306bc7b63b93b30056ef3377",
          "body": "…475)\n\nConfirmation-gated tools — send, forward, permanent delete, RSVP, shell,\nfile write — executed with **no prompt and no record** whenever an agent\nwas driven from a CLI or subprocess. The base handler answered yes on\nthe user's behalf, so the whole confirmation mechanism was inert outside\nthe \n[…]\nwith stdin piped: it is denied with an\nactionable message, not silently run\n- [ ] Same tool on a TTY: prompts, and empty input denies\n- [ ] `GAIA_AUTO_APPROVE_TOOLS=1` in a `.env` is ignored and warns",
          "is_bot": false,
          "headline": "fix(agents): actually ask before running confirmation-gated tools (#2…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:52:58Z",
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        {
          "oid": "5f283e1079f94b61f330f701a6785e0898e65d61",
          "body": "There was no way to exercise the TUI without a human at the keyboard,\nand no way for anyone to watch an assistant drive it. This adds a\nloopback control API to the live TUI plus an MCP server over it, so the\nsession a user is watching can be navigated, typed into, and asserted on\nin real time.\n\nIts \n[…]\neys, launch an agent\n- [ ] Cold start with no `~/.gaia/tui/control.json`; then `pkill -9` the\nTUI and confirm the stale file is rejected\n- [ ] A wait timeout reports what the screen actually contained",
          "is_bot": false,
          "headline": "feat(tui): control API + MCP server for driving the live TUI (#2478)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:51:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "12016d5de9f21a0dc387aae81a75c0e8a5f260e9",
          "body": "The TUI could only reach agents by spawning a local binary and trading\nJSON over a pipe. The email agent has been a daemon-managed HTTP sidecar\nsince #2191, so it appeared in the hub greyed out and could never\nactually run. This teaches the TUI to be a second thin client over the\ndaemon relay.\n\nAlso\n[…]\n out.txt` — out.txt\nholds only the answer, exit 0\n- [ ] Kill the daemon mid-stream: the run fails loudly rather than\nreporting success\n- [ ] First turn with no history sends `\"context\":[]`, not `null`",
          "is_bot": false,
          "headline": "feat(tui): stream agents over the daemon HTTP/SSE relay (#2476)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:36:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "554ef27c3bbc6576689f59a3386671f294c54821",
          "body": "…ython/gaia_agent_emr/dashboard/electron in the emr-dashboard-dependencies group (#2504)\n\nBumps the emr-dashboard-dependencies group in\n/hub/agents/emr/python/gaia_agent_emr/dashboard/electron with 1 update:\n[electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump electron from 43.1.1 to 43.2.0 in /hub/agents/emr/p…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:35:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4822e2ed344a8c4b556088a892ff030447c7b326",
          "body": "…ps/webui with 6 updates (#2505)\n\nBumps the agent-ui-dependencies group in /src/gaia/apps/webui with 6\nupdates:\n\n| Package | From | To |\n| --- | --- | --- |\n|\n[@testing-library/jest-dom](https://github.com/testing-library/jest-dom)\n| `6.9.1` | `7.0.0` |\n|\n[@vitejs/plugin-react](https://github.com/vi\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump the agent-ui-dependencies group in /src/gaia/ap…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:34:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3fc0d2e1ce3dc0672876ed940b234f0cc61520da",
          "body": "Bumps the github-actions group with 4 updates:\n[actions/labeler](https://github.com/actions/labeler),\n[actions/setup-python](https://github.com/actions/setup-python),\n[anthropics/claude-code-action](https://github.com/anthropics/claude-code-action)\nand [github/codeql-action](https://github.com/githu\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the github-actions group with 4 updates (#2506)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:34:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "47c2d1b2a8db97e34276e7123810187d0727f533",
          "body": "On headless Ubuntu, WSL, or over SSH, connecting a mailbox could tell\nthe user \"opening your browser to sign in\" while no browser had opened\nand nothing said so. `webbrowser.open()` returns `False` when no browser\nis registered rather than raising, and only exceptions were being\nhandled — so the lau\n[…]\nSSH), start a mailbox\nconnect and confirm the log names the failed launch and the\nauthorization URL is still offered\n- [ ] On macOS or Windows, confirm the browser still opens and no\nwarning is logged",
          "is_bot": false,
          "headline": "fix(connectors): surface a browser that never launched (#2507)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:34:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1763606f1b43384511401f19fd3ec55326492174",
          "body": "…onversation (#2508)\n\nAn ordinary conversation could kill the agent outright. `faiss` and\n`torch` each link their own OpenMP runtime, and whichever loads second\naborts the process with `OMP: Error #15`. The memory mixin imports the\ncross-encoder (and so torch) lazily during hybrid search, so any ses\n[…]\nassed\n- [ ] Repro: use faiss, then call `_get_cross_encoder()` — warns and\nreturns None instead of SIGABRT\n- [ ] Hold a conversation with the email agent that accumulates history;\nthe sidecar survives",
          "is_bot": false,
          "headline": "fix(agents): stop the OpenMP double-init from killing the agent mid-c…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:33:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "56215070159d2e25d91c6d9ce72dd3e4ea1e2636",
          "body": "…t parser (#2493)\n\nAn agent could declare the minimum Lemonade Server version it needs and\n**nothing would ever read it**. The email manifest has carried\n`requirements.min_lemonade_version: \"10.2.0\"` for months, but\n`Requirements` had no such field, so the parser dropped it silently. Any\nreadiness c\n[…]\nt worth testing is\nthat the installed version clears every agent's floor — which\n`test_shipped_lemonade_pin_satisfies_the_agent_floor` already does for\nemail and could be generalized to all manifests.",
          "is_bot": false,
          "headline": "fix(hub): carry requirements.min_lemonade_version through the manifes…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:27:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "02cf9984efd29f37a6631f90ad1c7a1d89b2850d",
          "body": "`gaia mcp serve --stdio` (the transport Claude Code uses via `claude mcp\nadd gaia-agent-ui … --stdio`) speaks JSON-RPC over stdout, but GAIA's\nconsole log handler also writes to stdout. Any log line emitted while\nhandling a request lands inside a protocol frame, the client rejects it,\nand every mess\n[…]\n.py::…faiss_missing`, which returns 200 in an env\nthat has FAISS installed — fails identically on clean `main`).\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(mcp): keep console logs off stdout in stdio transports (#2473)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T08:08:44Z",
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          "is_coding_agent": true
        },
        {
          "oid": "d6c02c2f76954ac387009028556430219657815e",
          "body": "Bumps the pinned Lemonade Server from v11.0.0 to v11.5.0. GAIA's\ninstaller and CI\nderive the Lemonade download URLs from `LEMONADE_VERSION` in\n`src/gaia/version.py`,\nso users running `gaia init` and the bundled desktop installer pick up\nthe new\nrelease. Loopback/localhost usage — how GAIA talks to L\n[…]\nsm win)\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": true,
          "headline": "chore(deps): bump Lemonade Server to v11.5.0 (#2424)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T22:58:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2898f1b53e63bb2edeb5d5c1a141d2dbfec28d45",
          "body": "…nd) (#2465)\n\nBatch email actions (archive / star / mark-read of several messages)\ndead-ended about half the time: the model would decorate the batch tool\ncall with a spurious `mailbox=` kwarg, the dispatcher correctly rejected\nit with a structured error (from #2450), but the agent loop then quietly\n[…]\nrify live on Gemma-4-E4B (per the\nacceptance criteria) that batch star/archive/mark-read requests\ncomplete, before merging.\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(agents): don't dedup errored mutation retries (#2464 batch dead-e…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:41:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "867bc677a5d1c7f05f9c9fb9952d56e35502aed4",
          "body": "…2458)\n\nThe #2163 bulk-undo feature works mechanically but was unreachable in a\nnormal two-turn \"archive several… then undo\" flow — the exact scenario\nit shipped for. Before: \"undo that\" with no id demanded an internal\nbatch uuid the user can't know, and the first attempt at fixing that\nstored the r\n[…]\n>\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": true,
          "headline": "fix(email): recall last archive batch so undo reaches across turns (#…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:10:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9073ec20a8eb6f5df5e11017a3c93d3e75ad96a9",
          "body": "Before: asking the Email agent to archive several inbox messages\n(\"Archive these three emails…\") failed silently — the model emits its\nids as a quoted, comma-joined string (`\"id1\",\"id2\",\"id3\"`), and\n`_coerce_ids` split on the comma without stripping the quotes, so Gmail\nrejected every id with \"Inval\n[…]\nhon/tests/test_coerce_ids_2455.py`.\n</details>\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email): strip LLM quoting from ARCHIVE_MESSAGE_BATCH ids (#2457)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:03:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "529d11b1d65f84b930394db87661fac1f1b6d672",
          "body": "…t@v7) (#2461)\n\n## Why this matters\nEvery fork (external-contributor) PR currently gets **no automated\nreview** — `actions/checkout@v7` refuses to check out fork PR head code\nunder `pull_request_target` (its default `allow-unsafe-pr-checkout:\nfalse` pwn-request guard), so the review job dies at chec\n[…]\n)\n- [ ] Post-merge: re-trigger #2459 on `main` and confirm the review\nruns.\n- [ ] Evidence stage still skipped on fork PRs (`head.repo.fork ==\nfalse` gate intact — no fork code executed with secrets).",
          "is_bot": false,
          "headline": "ci(review): allow fork-PR checkout under pull_request_target (checkou…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T15:52:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "524d328281d0e420c409b29f5ef9c0e5d0ee3a53",
          "body": "…ps (#2449)\n\nThe bulk-archive undo window was **30s** — calibrated for an instant UI\nbutton — but a chat-mediated multi-item archive runs through the LLM\ntool-loop and can take longer than that on a local model, so the \"undo\nwithin the window\" offer was already stale by the time the user could\nact. \n[…]\nhook for no-OAuth UI regression.\n\nCloses #2447\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): make undo window configurable for chat-speed bulk o…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T12:45:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "61dc3a1f33763939fac541fce301e2c705955aef",
          "body": "… -q (#2453)\n\nWhen Lemonade is unreachable, the email agent's streaming `/query` ended\nthe run with a generic **\"The agent finished without producing a final\nanswer\"** instead of the actionable message the agent loop had already\ncomputed — every `/query` client (CLI, `gaia api`, Agent UI) dropped th\n[…]\nt configured elsewhere). Worth a follow-up issue for\ncopy consistency; out of scope for this fix.\n</details>\n\nCloses #2444\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): surface actionable Lemonade-down copy in gaia email…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T12:41:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d78115a97b845d79eaf811ebf7b730756b1c1eb7",
          "body": "… (#2452)\n\nA saved priority-sender preference could end up with `superseded_by`\npointing at **its own id** — the update-consolidation path dedups\nidentical content back into the same row and then marked that row\nsuperseded — so `recall(category=preference)` returned **0 results**.\nAsking \"what prior\n[…]\nssion](https://raw.githubusercontent.com/amd/gaia/m59-autofix-evidence/testing/2452/2446_linux_ui_recall.png)\n\nCloses #2446\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(memory): guard against self-supersede hiding recalled preferences…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:49:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6bf96e56b0da6619af99cec52439a1e03073e294",
          "body": "A user with a working Gmail connection couldn't search or list it\nwhenever a stale Outlook/Microsoft connection was also present:\n`list_inbox` and `search_messages` fanned out over every connected\nmailbox with no per-provider isolation, so one broken token (e.g.\nMicrosoft `invalid_request` on refres\n[…]\nss cases fail on `main` and pass with\nthe fix. 74 related read-tool tests pass; lint (black/isort/flake8)\nclean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): isolate per-provider failures in read fan-out (#2451)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:13:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "acd204004705bb213b1585d49f6908d9233f56e3",
          "body": "…2450)\n\nBefore: when the model hallucinated an argument a tool doesn't accept —\ne.g. `mailbox=` on `archive_message_batch`, which takes only\n`message_ids` — the bad kwargs reached `tool(**tool_args)` and raised a\nbare `TypeError` that the agent couldn't parse into anything\nrecoverable. After: the di\n[…]\ni._chat_helpers` are unrelated — they fail identically on `main`\nin this environment without the `[ui]` extras.)\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(agents): reject unexpected tool kwargs with a structured error (#…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:13:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f99ccaeaeba0640e3bb0edc5c9c3120b1789d786",
          "body": "…(#2442)\n\nBefore: on macOS, running the email agent in dev mode from a source\ncheckout (`GAIA_EMAIL_AGENT_MODE=dev`) failed to launch — the sidecar\nspawn errored with `ValueError: Empty module name` and `POST\n/v1/email/query` returned 502. Combined with the missing darwin\nuser-mode binary, the email\n[…]\nstody unit selection pass (549 passed, 73 skipped).\nLint (black/isort/flake8/pylint) clean on the touched files.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(daemon): drop --reload from dev-mode email sidecar spawn (macOS) …",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:12:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c23371782f469a6d7200d395d7ad21ddaa894332",
          "body": "…s (#2438)\n\nCloses #2406\n\n## Why this matters\n\nBefore: the email agent told users a newsletter was \"archived and\nremoved from your inbox\" when it was still sitting in the inbox — a\nfalse success — and a same-day \"from:X received today\" search came back\nempty for a message that was present and dated \n[…]\ns in impl +\nnormalizer + fake backend), so no `gaia eval agent` run is warranted by\nthis change. Not run here (shared Lemonade).\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): verify archive left inbox + fix same-day search mis…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:03:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3f6af0ff706963820c9870a71fff98eb6f987f94",
          "body": "…-up) (#2454)\n\nFollow-up to #2432 (which merged) addressing a post-merge review finding\non the `/query` Lemonade-down error classifier.\n\n**Before:** the classifier matched a bare `timeout` (and bare\n`unreachable`) in any exception's text. The Gmail/Outlook backends use\n`httpx` with their own timeout\n[…]\n/ `ConnectionRefusedError` / \"not reachable\"\ncases still classify as Lemonade-down (existing tests unchanged).\n- [x] `black --check` clean.\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email): don't misclassify timeouts as Lemonade-down (#2139 follow…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:01:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9386e1b172bc27105cd761cdc8beee15f2c1cc6d",
          "body": "…403) (#2437)\n\nCloses #2403\n\n## Why this matters\n\nBefore: asking the email agent to \"draft a reply to rocm-ci@amd.com\" —\nor \"reply regarding SIC-4482\" — dead-ended on *\"I need a message ID or\nsubject line to proceed\"*, even though the sender address and the\nincident token each uniquely identify the \n[…]\no-match case → actionable \"not found\" copy.\n- Regression: the exact-subject / already-searched-id path still drafts\nin one step.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): resolve draft/reply target from sender or topic (#2…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:00:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "229e61da5a420741a19a6fb21eed645f4a641fa6",
          "body": "… (#2426) (#2435)\n\nCloses #2426\n\n## Why this matters\n\nAt autonomy `full`, one observe→decide→act cycle auto-archived a\nGmail-flagged **IMPORTANT** Google security alert\n(`no-reply@accounts.google.com`) along with newsletters — the local\nmodel mislabeled it as promotional clutter, and `full` auto-exe\n[…]\nmailbox is available)** — repeat with a\nhigh-importance Outlook message to exercise the `importance:high` →\n`IMPORTANT` mapping.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): never auto-archive IMPORTANT / security-sender mail…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T02:57:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ac57f906f2a452a75d39b357dc82d309cb4c7d",
          "body": "…hout the embedder (#2427) (#2434)\n\nCloses #2427\n\n## Why this matters\n\nTell the email agent \"always treat mail from newsletters@techcrunch.com\nas urgent\" and it replied \"successfully marked … going forward\" — but on\nany install where the embedding model isn't loaded, that rule was\nsilently dropped t\n[…]\n tool-selection behavior not tuned. Flagging rather\nthan running per milestone constraints; if the gate disagrees, run\nserially.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): persist preferences to state.db so they survive wit…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
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          "body": "…432)\n\nCloses #2139\n\n## Why this matters\n\nWhen the local LLM backend (Lemonade Server) is down or unreachable —\nthe single most common consumer failure — the email agent's streaming\n`/query` endpoint ended the run with the **raw `requests`/`urllib3`\nexception repr** as the terminal `error` detail. U\n[…]\n the actionable copy\nend-to-end.\n- [ ] Sanity: with Lemonade **up**, a normal `/query` still streams a\n`final` (no false-positive rewrite).\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
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          "body": "…S (bad PYTHON_KEYRING_BACKEND) (#2443)\n\n## Why this matters\n\nRunning the email agent in dev mode on macOS crashed with an opaque `502\n\"Failed to start the email agent for this query: Empty module name\"`,\nblocking milestone-59 Agent-UI validation on macOS. The culprit was\n**not** the daemon's dev-mo\n[…]\nule name\" 502)\n- [ ] Agent UI can drive the email agent in dev mode on macOS\n- [ ] `python -m pytest tests/unit/connectors/test_keyring_guard.py\ntests/unit/test_agent_sidecar_manager.py`\n\nCloses #2441",
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          "body": "…atch handle (#2439)\n\nCloses #2163\n\n## Why this matters\n\nWhen the email agent bulk-archived messages by looping the single\n`archive_message` tool (\"archive all suggested promos\"), each archive\nstarted its **own** 30-second undo clock. During a ~26-second run the\nearliest items' undo windows had alre\n[…]\nCLI (`gaia email`)**: same bulk-archive-N flow; verify\n`undo_archive_batch` restores all items after a multi-second run.\n- Verify send/forward/delete remain confirmation-gated (send-floor\nunaffected).",
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          "body": "…l' (T14) (#2433)\n\nCloses #2428\n\n## Why this matters\n\nAsking the email agent to file messages under a label you already have —\n\"label these as `GAIA-FIXTURE`\" — failed with `Invalid label:\nGAIA-FIXTURE`, even though the agent had *just* listed `GAIA-FIXTURE` as\nyour only custom label. Gmail addresse\n[…]\nation\nsurface (the only prompt-facing touch is the four tool docstrings' \"name\nor id\" wording). No LLM-behavior surface changed.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
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          "body": "Before this change, a chat user who asked the Email agent to send a\nreply hit a developer-facing wall: the approval card showed a raw\n`send_now: body=…, subject=…, to=…` dump, and the assistant's \"guidance\"\ntold them to make HTTP POSTs to `/v1/email/draft` + `/v1/email/send` and\nname-dropped \"epic d\n[…]\nhange. This is a pure-string,\nuser-facing change with no LLM-prompt surface touched, so no eval run is\nrequired.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…app rejection (#2391)\n\nSince v0.23.0 the Microsoft connector defaults to the `common` OAuth\ntenant, which accepts both personal and work/school accounts — but an\nAzure app registration scoped to *personal accounts only* is rejected on\nthat endpoint with `AADSTS9002346`. Before this change, `gaia co\n[…]\nonsumers` and the\npersonal-account explanation. All 11 device-flow tests pass; lint\n(black/isort/imports) clean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "Before: opening an email chat with **zero mailboxes connected** crashed\nat agent construction — `EmailTriageAgent.__init__` resolved mail\nbackends eagerly, so a fresh no-connector session raised\n`ConfigurationError`, which the REST layer turns into an HTTP 502\n*before* the LLM loop ever starts. Conv\n[…]\n prose\n— a prompt-adherence nit unrelated to this change.\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
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          "body": "…2402)\n\nOn load, the Agent UI fired a false **\"LLM context window is too small\n(0 tokens; 32,768 required)\"** banner even against a healthy backend —\nand \"Check Again\" never cleared it. Lemonade reports a context size of\n`0`/absent until the model's real context is populated, but the status\nroute tr\n[…]\n lint check\nand `test_perf_analysis.py` collection fail on clean `main` too —\npre-existing env gaps, unrelated.)\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…pled action (#2430)\n\nThe PR-review real-world evidence stage has been **silently dead since\n#2417** — producing no evidence while every run stayed green. Dogfooding\n#2421 on #2402 surfaced it: the \"evidence\" verdicts since 16:01 UTC on\n2026-07-23 had nothing real behind them.\n\nFixes #2429.\n\n### Why\n[…]\n* `GITHUB_TOKEN`.\n- [ ] Force a failure path once (or inspect) to confirm the sentinel\nwrites the visible \"harness failed\" bundle.\n- [x] `actionlint .github/workflows/claude-run.yml` — passes locally.",
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          "body": "Before: asking the Email Triage agent \"which mailbox are you connected\nto?\" returned a generic capability blurb (\"I can connect to Google and\nMicrosoft…\") and never named the actually-connected account — the model\nwas answering from the system prompt because no tool could read real\nconnection state.\n[…]\n\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: kovtcharov-amd <kalin.ovtcharov@amd.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
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          "body": "…ash card (#2422)\n\nBefore: when the email sidecar rejected a query with a clean, actionable\nHTTP error — e.g. a zero-connector `502: No mailbox connected — connect\nGoogle or Microsoft in Settings → Connectors before triaging.` — the\nAgent UI showed a generic \"Email agent stream ended unexpectedly (t\n[…]\n\nwhich shells out to `pip install` a wheel — fails in the sandboxed CI\nenvironment, not touched by this change).\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…djacent ops (#2421)\n\nDogfooding the PR-review evidence stage on real PRs surfaced two gaps.\nBefore: a UI-backed PR (#2402, touching `src/gaia/ui/routers/system.py`)\nproduced **zero** evidence because the prompt let the agent defer the\nwhole PR to the strix-halo lane — even though the banner sits on\n[…]\nending strix-halo lane\") plus a **Spot regression** subsection.\n- [ ] Confirm the run stays leak-clean (env/token scan) and green.\n- [ ] `actionlint .github/workflows/claude-run.yml` — passes locally.",
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          "body": "…l flows (#2417)\n\nFixes #2416.\n\n## Summary\nThe PR-review evidence stage ran an agent with Bash while the OAuth\ntoken was in its env; on #2391 a connector OAuth flow → keyring → failed\n`dbus-launch` dumped the environment (incl. tokens) to the job log.\nThree independent guards so it can never recur:\n\n[…]\n\n- [ ] Post-merge: re-trigger a connector PR (e.g. #2391) and confirm the\nevidence run emits no env to the log and still produces evidence.\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
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          "body": "… (#2390)\n\nBefore: a custody `POST /host/v1/rag/query` caller could send `k: -1`\nand get their **entire** corpus back in one response (SQLite turns a\nnegative `LIMIT` into \"no limit\"), or send `k: null` / a non-integer and\ncrash the endpoint with an uncaught `TypeError` (500). After: `k` is\nvalidate\n[…]\nll three files. (The repo's `--imports` lint check\nfails identically on clean `main`, unrelated to this change.)\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "On a no-NPU box with a capable GPU (e.g. a Radeon RX 7900 XTX),\nfirst-run setup's Hardware check showed a warning that (1) said \"**This\nagent** requests an NPU…\" when no agent has been chosen yet, and (2)\ntold the user to \"Ensure your Ryzen AI NPU driver is installed\" — wrong\nadvice on a dGPU that h\n[…]\nps remediation, still no \"agent\").\n\nVerified: 40/40 tests in both files pass; `python util/lint.py --all`\ngreen.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-22T15:22:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "feb001551c6b5f6edda88f810aaadd4c8b28132c",
          "body": "…yet wired (#2392)\n\nThe email agent's autonomy docs advertised a learning loop where\naccepting or leaving a suggestion standing *raises* trust and the agent\n\"gets quieter\" for that sender/category over time. That path was never\nwired: no production code calls `record_autonomy_outcome(positive=True)`\n[…]\nl is affected; the Import Validation lint failure\nreproduces on `main` and is unrelated to these Markdown edits.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs(email): correct earn-trust claim — positive-outcome accrual not …",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-22T15:12:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7aee219ad7494e3fbd7291baca2f65aa04b26004",
          "body": "…down (#2393)\n\nIn headless/scheduled autonomy (`GAIA_EMAIL_AUTONOMY_ENABLED=true`), the\nscheduler tears down and rebuilds the email agent between fires. Before\nthis change the re-proposal dedup guard didn't survive that teardown, so\nthe same still-in-inbox message was proposed again on **every** fir\n[…]\ngent dependency stack, so the pytest suite\n(including the new regression test) should be run in CI before merge.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email): commit autonomy dedup INSERT so it survives headless tear…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-22T15:07:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6b6a8dab831bc3ec1ed5ed5ec5e01e3ec96e9d70",
          "body": "A sidecar whose spec has no `grant_agent_id` used to get an opaque HTTP\n500 from the forward-all endpoint instead of a `403 Forbidden`. The\n`NotGrantedError` is raised inside `forward_all` *before* its\nper-provider loop (during grant resolution), and the route only caught\n`UnknownAgentError`, so it \n[…]\nd and passes with it applied. Full\n`tests/unit/test_daemon_forward.py` (18 tests) passes; lint (`--all`)\npasses.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(daemon): map NotGrantedError to 403 in forward_all route (#2395)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-22T15:05:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5f6247069574cf201583c3a4754e376fe9252d27",
          "body": "…it (#2373)\n\nCloses #2358\n\n## Why this matters\n\nAfter a plain `pip install amd-gaia`, `gaia chat` — the command `gaia\ninit` recommends next — fails: the chat agent is published through\nneither channel and `gaia init` never installs it. Fixing that surfaced\na deeper bug: a hub-installed **wheel** age\n[…]\n `.pth` write\nlanded in the throwaway venv, not the test runner's. This is the exact\nbug class AC-6 exists to catch (the original shipped because dev/CI\nalways had chat editable-installed).\n</details>",
          "is_bot": false,
          "headline": "fix(hub): importable CLI wheel agents + chat distribution via gaia in…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-21T22:35:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ad39e6004dead9968f0b9ac7a252af042495b84",
          "body": "Fixes #2347.\n\n## Why this matters\n\nA headless Debian user installed the v0.22 `.deb`, ran `gaia email -q\n\"...\"`, and got `Email sidecar binary unavailable in user mode: cannot\nread binaries.lock.json ... This manifest ships with the email agent\npackage; reinstall/rebuild it if it is missing.` — a de\n[…]\nteps are in\n`docs/testing/issue-2347-verified-steps.md` (not posted to the public\nissue).\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "fix(sidecar): actionable user-mode binary error (#2347) (#2357)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T19:03:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bfc0f5b88ff33b419345e6b812dc1f08106a31bf",
          "body": "…lidation (#2368)\n\nA present, working AMD Radeon dGPU (e.g. RX 7900 XTX on Ubuntu) was\nrejected: any `device: \"gpu\"` request — the Agent UI's per-session\ndefault and CLI `--device gpu` — raised `HardwareRequirementError` and\nforced a CPU fallback, even though Lemonade saw and used the GPU fine.\nAfte\n[…]\nlated device suites (79 passed); black/isort/flake8 clean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": true,
          "headline": "fix(lemonade): recognize grouped amd_gpu/nvidia_gpu device keys in va…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-21T19:02:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0553c8b0883fd4925a4d8e9f6e1102c0ce70a56c",
          "body": "…led driver (#2363)\n\nTurn on full autonomy and the Email agent handles your inbox for you: it\ntriages and files low-signal mail on its own, **always checks in before\nanything destructive or irreversible** (send, forward, permanent-delete,\nRSVP, quarantine), and **learns from you** so it gets more pe\n[…]\nupervised path (cross-process, with #2156).\n- npm thin-client CLI `gaia email autonomy …` + Agent-UI activity-feed\npanel over the REST surface.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "feat(email): full autonomy — earn-trust engine, learning loop, schedu…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T18:21:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0284300bfd544e8d1d68bcc7f71e41789d6ec5b2",
          "body": "…e sign-in (#2364)\n\n## Why this matters\n\nBefore: GAIA's email agent could only reach **personal** Outlook.com\nmailboxes — the Microsoft connector was pinned to the `consumers`\ntenant, so any **work/school (Microsoft 365 / Entra ID)** account was\nrejected before a token was ever issued. A corporate u\n[…]\nail.Send` then `gaia email -q \"Triage my\ninbox\"` returns a triage of the Outlook mailbox.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "feat(connectors): support work/school Outlook + zero-setup device-cod…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T18:21:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1aaba5cc8a0c323dd9dd465464f8f62192929528",
          "body": "…ist (#2343)\n\n## Why this matters\n\nThe hub tar-slip (CWE-22, #2342) shipped even though bandit flagged it —\nbecause a `# noqa: S202 - hub artifacts are trusted` silenced the\nwarning, and both bandit and the weekly audit read that suppression as a\nsettled, accepted decision. Any `# noqa: S<n>` / `# n\n[…]\nMerge conflicts with `main` resolved (both gates unified in one\nmodule; lint steps renumbered to 11)\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "feat(lint): require security suppressions to be reviewed in an allowl…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:43:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19b1a4c51e58eb51a1de655c700a427bf9c07d8b",
          "body": "…2349)\n\n## Why this matters\n\n`test_connection_stopped_after_running_raises_again` fails\nintermittently on CI (seen on the macOS smoke runner: `StopFailedError:\nagent 'toy' sidecar pid 4321 survived the tree-kill`). It's a false\nfailure that blocks unrelated PRs and erodes trust in the suite — the\npr\n[…]\nhe runner) reproduces the `StopFailedError`; the\nfix's `pid_exists → False` patch neutralizes it while `stop()` still\nsucceeds\n- [x] `black`/`isort` clean\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "test(daemon): de-flake sidecar stop test on the pid-liveness check (#…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:41:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "174e9d0cd1b88069fcca1fac1e2a80e651036b96",
          "body": "…class → separable profiles (#2323) (#2362)\n\nCloses #2323\n\n## Why this matters\n\n`chat`, `doc`, and `file` were never three agents — they were **one\n2,258-line class** with a runtime `if profile == …` switch, a manifest\nthat advertised **0 tools** (it has dozens) plus a REST server and an\nMCP server \n[…]\np, out of scope\nhere.\n- The `#2316` fail-loudly work is scoped here to the **6 chat-package\nsites only**; `#2308` manifest-v2 conformance and `#2313` per-tool\nbehavioral tests are separate.\n</details>",
          "is_bot": false,
          "headline": "refactor(chat): extract ProfileSpec, honest manifest, lazy RAG — one …",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-21T17:39:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57f970b09cad3cd51c0a97a3c2d05dac16a763f9",
          "body": "## Why this matters\n\nSecurity now has a dedicated workflow (`claude-security-audit.yml`, PR\n#2346). Keeping a general \"security lens\" as one of five sampled\ndimensions in the weekly audit is exactly what missed the hub tar-slip —\nand this audit files to a **public** triage issue, which is the wrong\n\n[…]\ntriage issue with four\ndimensions and no security section\n\nDepends conceptually on #2346 (the dedicated security workflow) but is\nindependently mergeable.\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "chore(audit): drop the security dimension from the weekly audit (#2348)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:30:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2318104072f1cafedb5fed723d0e1e1355a56563",
          "body": "… tooling (#2346)\n\n## Why this matters\n\nThe weekly audit's single general \"security lens\" missed the hub\ntar-slip (CWE-22, #2342): it sampled a large repo in one pass and read a\n`# noqa: S202 - hub artifacts are trusted` comment as a settled\ndecision. This adds a **dedicated** security audit that fi\n[…]\nfrom\n`claude-weekly-audit.yml` + its skill/plan docs.\n- Enable the bandit-HIGH blocking gate after the 18 pre-existing HIGH\nfindings are fixed.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "feat(security): proactive Claude security-audit workflow + CVSS/SARIF…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:30:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d605caec185d2488d36c7419a8e45c2b6e6e71dd",
          "body": "…344)\n\n## Why this matters\n\nGAIA documents `--allowed-paths` as a security sandbox for agent file\ntools, but it only ever restricted **writes**. `read_file` (and three\nsibling read tools) in `FileSearchToolsMixin` called `open()` directly\nwith no allowlist check, so an agent could read **any file th\n[…]\nhanged files\n- [x] Researcher PoC re-run against patched code → bypass no longer\nreproduces (read returns \"Access denied\", write still blocked)\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(security): enforce --allowed-paths sandbox on file read tools (#2…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:39:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c8a91c9d8bd4fcdecf119eaa0837afe02109c69",
          "body": "…e HIGH gate (#2350)\n\nBandit ran warning-only, so 18 pre-existing HIGH-severity findings sat\nunblocked in core paths (CLI, subprocess helpers, MCP stdio transport,\nLemonade launch). Before: a new `shell=True` injection site or weak-hash\nregression would pass lint and ship. After: all 18 are fixed (1\n[…]\nthe converted `netstat` detection + `taskkill` args-list finds and kills\nit and frees the port\n- [x] `black`/`isort` clean on all changed files\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(security): remove pre-existing bandit HIGH findings and enable th…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:39:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b5c16b713e7b0e2b78d6a4e81d7c5784eb5b6d5",
          "body": "## Why this matters\n\nThe terminal-hub / sidecar architecture work (milestone #45) added new\ncode surfaces the auto-labeler didn't know about, so PRs touching the Go\nTUI, the daemon supervisor, or the agent sidecar contract landed\nunlabelled and had to be triaged by hand. This teaches `actions/labele\n[…]\n`sidecar` label.\n\nNo change to `auto-label.yml` — it's generic (`actions/labeler@v6`, no\nper-label config), so the new rules take effect on next PR event.\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "ci(labeler): add tui/daemon/sidecar auto-label rules (#2356)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:38:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a905b05792ab75938b36e82624f54c24eddbeae5",
          "body": "Bumps the github-actions group with 2 updates:\n[actions/checkout](https://github.com/actions/checkout) and\n[anthropics/claude-code-action](https://github.com/anthropics/claude-code-action).\n\nUpdates `actions/checkout` from 6 to 7\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the github-actions group with 2 updates (#2341)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T20:45:51Z",
          "body_truncated": true,
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        },
        {
          "oid": "b3f793af5b7ac8158c2e63ee17791166286897b4",
          "body": "…ill (#2337)\n\nRoutingAgent's `_create_agent_with_defaults` picked `\"python\"` for an\nunknown language and called it \"the safest option\" — but the very next\nstep, `_enforce_typescript_only`, raises `SystemExit(1)` for anything\nthat isn't TypeScript/Next.js. So the documented safe fallback\nterminated t\n[…]\nter is an LLM-behavior change that\nrequires an eval run per the repo's eval policy — both left for a\nmaintainer.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(routing): default unknown language to TypeScript, not a process k…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-20T20:45:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48286dbd00eea6a84329a4e57aaffe4fa7f11127",
          "body": "When `gaia init` couldn't install pip extras automatically, it printed a\nbroken, un-actionable fallback: `Please run: uv pip install \"amd-gaia\"`\n— with the `[rag]` extras silently dropped. Following that command\ninstalls the base package with **no extras**, so the user is stuck. The\ncause is that th\n[…]\nh itself is intended behaviour),\nbut they now get a correct manual command instead of one that installs\nnothing.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(init): stop Rich eating bracketed tokens in gaia init output (#2340)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-20T20:44:47Z",
          "body_truncated": true,
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        },
        {
          "oid": "638a76439a3f4e9a1a9ed0491875e742fa87a100",
          "body": "…#2338)\n\nAnyone porting a hub agent today has three skills for the *end* of the\njob — build a new agent, cut a release, add a scorecard — and nothing\nfor the middle: taking an agent that already exists to a state where\npublishing it is honest. The result is that \"the code works, it just\nneeds docs\" \n[…]\nhecking `docker\n--version` (the binary) rather than the daemon. Both verified at HEAD\nand filed to #2325.\n- [ ] Reviewer sanity-check: does Phase 0 (PORT/MERGE/DISCARD) read as\ngating, or as optional?",
          "is_bot": false,
          "headline": "docs(skills): add porting-agent-to-hub — the legacy-agent port flow (…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-20T20:44:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2c00b55e7b623ca5d876038934fd9b6bfa00c6b",
          "body": "## Why this matters\n\nInstalling a native (C++) agent from the hub extracted the downloaded\narchive without checking where each member wanted to land — only the\narchive's own filename was sanitized. A malformed or malicious archive\ncould therefore write files **outside** the agent's\n`~/.gaia/agents/<\n[…]\nde the install dir)\n- [x] `python -m bandit src/gaia/hub/installer.py -ll` — 0 High\n(previously flagged the extraction call)\n- [x] `black` / `isort` clean\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(hub): harden agent-archive extraction against path traversal (#2342)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-20T20:16:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a441765672e2e4e7d00ee3056323cfaed95a848c",
          "body": "`GAIA CLI Tests (All Platforms)` has posted a red ❌ on every push, PR,\nand merge-queue entry since 2026-07-07 — a 0-second failure with zero\njob records. The file declared `test-docqa-agent` and\n`test-routing-agent` twice, and GitHub rejects duplicate job keys while\nbuilding the run graph; because a\n[…]\nCode Quality Checks` expands and executes;\npreviously it produced no job record at all\n- [ ] Reviewer: confirm the red `GAIA CLI Tests (All Platforms)` check\nstops appearing on new PRs once this lands",
          "is_bot": false,
          "headline": "fix(ci): repair the startup-failing GAIA CLI aggregate workflow (#2307)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:49:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0835a25091a7bea16e62342d9ef1610f9eaf8f53",
          "body": "…un (#2306)\n\nThree CI safety nets have been reporting on work they never did.\n\nThe **Weekly Eval** has never once run an eval. Its caller claimed the\nsame `lemonade-eval` concurrency group as the reusable workflow it\ncalls, and a called workflow's concurrency is evaluated in the caller's\ncontext — s\n[…]\nworkflow stops reporting\n`cancelled` — **please confirm whether it is decommissioned or a 4-month\noutage nobody noticed**, since the monitor has been blind this whole\ntime and could not have told you.",
          "is_bot": false,
          "headline": "fix(ci): make the weekly eval and runner heartbeat monitor actually r…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:49:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "977c158fe3b4971bb00557d9bedaddca906e5886",
          "body": "… tree (#2295)\n\nFollow-up to #2060, which moved hub packages to\n`hub/agents/<id>/<lang>/`.\n\nAnyone scaffolding a new agent for this repo got a package in the wrong\nplace, with no supported way to fix it. `gaia agent init` was never\ntaught the new layout: `--output` always appends the agent id as the\n[…]\nts/my-agent/python`.\n- [ ] `python util/lint.py --all` clean.\n- [ ] `git grep -rn \"hub/agents/python\\|hub/agents/npm\" -- .\n':!docs/releases/'` returns nothing; historical release notes left\nuntouched.",
          "is_bot": false,
          "headline": "fix(cli): add --layout hub to gaia agent init for the agent-first hub…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:40:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "558a73e6cd53526cd64a467d36703453c96ebb06",
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          "headline": "chore(deps-dev): bump electron from 43.1.0 to 43.1.1 in the root-npm-…",
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            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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              "bus_factor": 2,
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 35% of commits",
                "points": 14.6,
                "status": "partial",
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                    "code": "top_contributor_share",
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                      "share": 35
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "33 contributors",
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                "status": "met",
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                    "code": "contributors_sampled",
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                      "count": 33
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "merged_prs": 968,
              "open_issues": 670,
              "closed_issues": 732,
              "issue_closed_ratio": 0.522,
              "closed_unmerged_prs": 159
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "52% of issues closed",
                "points": 24.4,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 52
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "968/1127 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 968,
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                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
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              "followers": 1871,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "amd",
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              "account_age_days": 5772
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
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                "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": "1,871 followers of amd",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1871,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "116 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 116
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "amd-gaia",
                "github.com/amd/gaia"
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              "ecosystems": "go, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "61 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 61
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "70 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "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": ".pylintrc",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 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": [
                "ai",
                "amd",
                "genai",
                "ryzenai",
                "agents",
                "aipc",
                "local",
                "privacy"
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              "has_wiki": true,
              "homepage": "https://github.com/amd/gaia",
              "has_readme": true,
              "has_docs_dir": true,
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            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://github.com/amd/gaia",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 66,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 57,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.7
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "4 out of the last 5 releases have a total of 4 signed artifacts.",
                "points": 4.5,
                "status": "partial",
                "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": "126 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:amd-gaia@0.22.0 runtime dependency closure — what installing the published package pulls in — 70 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:amd-gaia@0.22.0",
                  "assessed": 70
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 70,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
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                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "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": 70,
              "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": 7
            },
            "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": 83,
        "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": 1,
              "agent_instruction_files": [
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                "CLAUDE.md"
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              "agent_instruction_max_bytes": 61269
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "58 of 58 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 58,
                      "sampled": 58
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
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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 v0.27.0 — vollständige Methodik · Metriken-Wiki.

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