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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 05:57 UTC
cloudwego / eino
The ultimate LLM/AI application development framework in Go.
cloudwego/eino erreicht einen Gesundheitsindex von 83 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei Security (65/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
83
gesamt / 100Software-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.
83
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)
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
CloudWeGoOrganisation
5.051 Follower46 öffentliche Reposseit Feb. 2021
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| Go | github.com/cloudwego/eino | v0.9.13 | - | 219 | vor 5 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
100
Entwicklungsaktivität
100Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 36/36 | Commit-Rhythmus — 52/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 284 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 284 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 100 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 5 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 3,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 100 |
| latest_release_tag | v0.9.13 |
| releases_from_tags | nein |
| days_since_latest_release | 5 |
| mean_days_between_releases | 3,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
94
Popularität & Verbreitung
95Exzellent
Wie die Bewertung erfolgt
| 60/60 | Stars — 12.482 Stars |
| 25/25 | Forks — 1.039 Forks |
| 10.3/15 | Watcher — 73 Watcher |
Verwendete Eingangsdaten
| forks | 1.039 |
| stars | 12.482 |
| watchers | 73 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
76
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 15.8/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 30 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 38 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 38 |
| top_contributor_share | 0,299 |
Wie die Bewertung erfolgt
| 35.8/46.8 | Issue-Lösungsquote — 77 % der Issues geschlossen |
| 30.5/38.3 | PR-Annahme — 577/724 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 577 |
| open_issues | 89 |
| closed_issues | 292 |
| issue_closed_ratio | 0,766 |
| closed_unmerged_prs | 147 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 5.051 Follower von cloudwego |
| 23/25 | Kontohistorie — 46 öffentliche Repos, Kontoalter ca. 5 Jahre |
Verwendete Eingangsdaten
| followers | 5.051 |
| owner_type | Organization |
| is_verified | — |
| owner_login | cloudwego |
| public_repos | 46 |
| account_age_days | 1.985 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf go |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen |
| 20/20 | Versionshistorie — 219 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | github.com/cloudwego/eino |
| ecosystems | go |
| any_deprecated | nein |
| min_days_since_publish | 5 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .golangci.yaml |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | nein |
Dokumentation
65Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://www.cloudwego.io/docs/eino/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 7 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | ai, langchaingo, ai-application, llm-application, langchain-for-go, ai-framework, langchain |
| has_wiki | nein |
| homepage | https://www.cloudwego.io/docs/eino/ |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
65
Sicherheitslage
56Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 3 |
| affected_packages | 2 |
| assessed_packages | 38 |
| unassessed_packages | 0 |
| affected_by_severity | high 1, unknown 1 |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 38 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
71
AI-Agentenkontext & Leitlinien
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 15/15 | Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden |
| 40/40 | Lesbare Commit-Historie — 96 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | ja |
| legible_history_share | 0,96 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 12.6/18 | Bootstrap mit einem Befehl — go.mod (Toolchain-Konvention, kein Task-Runner) |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .golangci.yaml |
| 11/11 | Statische Typprüfung — Go (statisch typisiert) |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 6/10 | Belegte Agentenpraxis — 3 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | go.sum |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0,03 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
97Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 52.2/55 | Handhabbare Dateigrößen — 17/340 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 182.161 |
| source_files_sampled | 340 |
| oversized_source_files | 17 |
Eckdaten
12.482GitHub-Sterne
38Mitwirkende
284Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
2Bus-Faktor
89offene Issues
GoPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 1.039 ⇿
0Sterne
1.039Forks
100Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.
Major 0Minor 1Patch 46
Jeder Punkt umfasst 2 Tage.
OpenSSF Scorecard 5.6 / 10
5.6Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direkte Abhängigkeiten 11
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | go.mod |
| Go | github.com/bytedance/sonic | v1.15.0 | go.mod |
| Go | github.com/eino-contrib/jsonschema | v1.0.3 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/nikolalohinski/gonja | v1.5.3 | go.mod |
| Go | github.com/slongfield/pyfmt | v0.0.0-20220222012616-ea85ff4c361f | go.mod |
| Go | github.com/smartystreets/goconvey | v1.8.1 | go.mod |
| Go | github.com/stretchr/testify | v1.10.0 | go.mod |
| Go | github.com/wk8/go-ordered-map/v2 | v2.1.8 | go.mod |
| Go | go.uber.org/mock | v0.4.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
Alle Abhängigkeiten 38
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 11 direkte und 27 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | direkt |
| Go | github.com/bytedance/sonic | v1.15.0 | direkt |
| Go | github.com/eino-contrib/jsonschema | v1.0.3 | direkt |
| Go | github.com/google/uuid | v1.6.0 | direkt |
| Go | github.com/nikolalohinski/gonja | v1.5.3 | direkt |
| Go | github.com/slongfield/pyfmt | v0.0.0-20220222012616-ea85ff4c361f | direkt |
| Go | github.com/smartystreets/goconvey | v1.8.1 | direkt |
| Go | github.com/stretchr/testify | v1.10.0 | direkt |
| Go | github.com/wk8/go-ordered-map/v2 | v2.1.8 | direkt |
| Go | go.uber.org/mock | v0.4.0 | direkt |
| Go | gopkg.in/yaml.v3 | v3.0.1 | direkt |
| Go | github.com/bahlo/generic-list-go | v0.2.0 | indirekt |
| Go | github.com/buger/jsonparser | v1.1.1 | indirekt |
| Go | github.com/bytedance/gopkg | v0.1.3 | indirekt |
| Go | github.com/bytedance/sonic/loader | v0.5.0 | indirekt |
| Go | github.com/cloudwego/base64x | v0.1.6 | indirekt |
| Go | github.com/davecgh/go-spew | v1.1.1 | indirekt |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirekt |
| Go | github.com/goph/emperror | v0.17.2 | indirekt |
| Go | github.com/gopherjs/gopherjs | v1.17.2 | indirekt |
| Go | github.com/json-iterator/go | v1.1.12 | indirekt |
| Go | github.com/jtolds/gls | v4.20.0+incompatible | indirekt |
| Go | github.com/klauspost/cpuid/v2 | v2.2.9 | indirekt |
| Go | github.com/mailru/easyjson | v0.7.7 | indirekt |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | indirekt |
| Go | github.com/modern-go/reflect2 | v1.0.2 | indirekt |
| Go | github.com/pelletier/go-toml/v2 | v2.0.9 | indirekt |
| Go | github.com/pkg/errors | v0.9.1 | indirekt |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirekt |
| Go | github.com/sirupsen/logrus | v1.9.3 | indirekt |
| Go | github.com/smarty/assertions | v1.15.0 | indirekt |
| Go | github.com/twitchyliquid64/golang-asm | v0.15.1 | indirekt |
| Go | github.com/yargevad/filepathx | v1.0.0 | indirekt |
| Go | golang.org/x/arch | v0.11.0 | indirekt |
| Go | golang.org/x/exp | v0.0.0-20230713183714-613f0c0eb8a1 | indirekt |
| Go | golang.org/x/sys | v0.29.0 | indirekt |
| Go | golang.org/x/term | v0.28.0 | indirekt |
| Go | gopkg.in/check.v1 | v1.0.0-20180628173108-788fd7840127 | indirekt |
Abhängigkeits-Advisories 2
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 38 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 2 tragen bekannte Advisories, davon 0 direkte.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| github.com/buger/jsonparser | v1.1.1 | indirekt | hoch | 2 | 1.1.2 |
| golang.org/x/sys | v0.29.0 | indirekt | unbekannt | 1 | 0.44.0 |
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
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"ai",
"langchaingo",
"ai-application",
"llm-application",
"langchain-for-go",
"ai-framework",
"langchain"
],
"is_fork": false,
"size_kb": 14615,
"has_wiki": false,
"homepage": "https://www.cloudwego.io/docs/eino/",
"languages": {
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"Shell": 11118
},
"pushed_at": "2026-07-27T04:55:21Z",
"created_at": "2024-12-04T06:47:27Z",
"owner_type": "Organization",
"updated_at": "2026-07-27T03:44:24Z",
"description": "The ultimate LLM/AI application development framework in Go.",
"is_archived": false,
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"license_spdx": "Apache-2.0",
"default_branch": "main",
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"Go"
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},
"owner": {
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"avatar_url": "https://avatars.githubusercontent.com/u/79236453?v=4",
"created_at": "2021-02-18T02:00:27Z",
"is_verified": null,
"public_repos": 46,
"account_age_days": 1985
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
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"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.13",
"kind": "patch",
"published_at": "2026-07-22T03:21:15Z"
},
{
"tag": "v0.10.0-alpha.12",
"kind": "prerelease",
"published_at": "2026-07-14T09:37:52Z"
},
{
"tag": "v0.10.0-alpha.11",
"kind": "prerelease",
"published_at": "2026-07-07T00:57:29Z"
},
{
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"body": "In needFailover, check for compose.ExtractInterruptInfo before\nproceeding with failover logic. Interrupt errors should not\ntrigger failover since they represent a pause/resume flow rather\nthan an actual failure.",
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"headline": "refactor: Only consider subsequent tool result messages after the too…",
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"headline": "refactor: reimplement tool patching via reverse traversal (#1050)",
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"headline": "fix(adk): set streaming meta for agentic tool chunks",
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"body": "… (#1040)\n\n* fix(adk): separate FailoverChatModel trace span from inner model span\n\nWhen ModelFailoverConfig is enabled, the failover proxy model was creating\na trace span with the same identity as the inner model, causing duplicate\n\"ChatModel\" entries in the trace view even without actual failover \n[…]\nl\") as the outer span, and create a proper\nchild RunInfo for the target model. This produces a clear trace hierarchy:\n\n FailoverChatModel (wrapper span)\n └── ChatModel [ep-xxx] (actual model span)",
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"body": "Tighten BaseModel[M any] to BaseModel[M messageType] where messageType\nis a sealed union of *schema.Message | *schema.AgenticMessage. This\nprevents nonsensical instantiations like BaseModel[int] at compile time\nwhile remaining fully backward-compatible: external packages use the\ntype aliases BaseCha\n[…]\n, and direct instantiation\nwith the union members still compiles because Go checks structural\nsatisfaction regardless of constraint export status.\n\nChange-Id: I836012f7a0b7c3964b7e7b7979d982a7e0f8d540",
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"headline": "feat(components): add unexported messageType constraint to BaseModel",
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"headline": "fix(adk): preserve agentic tool search results (#1026)",
"author_name": "tangchaojun-bytedance",
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"is_bot": false,
"headline": "feat: define Summarize method (#1025)",
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"headline": "feat(adk): define PopulateUserMessages utility for summarization mw (…",
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"headline": "fix(adk): fix preempt contaminating InterruptedItems on subsequent St…",
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"headline": "feat(adk): optimize default token estimation in summarization middlew…",
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"headline": "feat(adk): persist TurnLoop checkpoint on business interrupt (#1013)",
"author_name": "shentongmartin",
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"oid": "e64eebb47cccda010becba0ff942b93ef670474b",
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"is_bot": false,
"headline": "feat(adk): generify all remaining middlewares for AgenticMessage supp…",
"author_name": "shentongmartin",
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"is_bot": false,
"headline": "fix: summarization failover count is off by one (#1015)",
"author_name": "mrh997",
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"body": "feat(schema): refactor FunctionToolResult types and add streaming merge\n\n- Rename FunctionToolResultBlock to FunctionToolResultContentBlock\n- Rename FunctionToolResultBlockType constants (drop \"Type\" infix)\n- Rename Result field to Content across FunctionToolResult,\n ServerToolResult, and MCPToolRe\n[…]\nth fail-fast consistency check\n- Text blocks with same index are concatenated; non-text blocks with\n duplicate index return an error\n- Merge Extra fields via internal.ConcatItems for text aggregation",
"is_bot": false,
"headline": "feat(schema): add Type field to FunctionToolResultBlock (#1012)",
"author_name": "Born",
"author_login": "JonXSnow",
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"headline": "fix: ShouldRetry not called when no error during summarization (#1014)",
"author_name": "mrh997",
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"is_bot": false,
"headline": "fix(adk): prevent TurnLoop stall after between-turns preempt drain (#…",
"author_name": "shentongmartin",
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"headline": "chore: reduction close copied tool output stream (#1008)",
"author_name": "N3ko",
"author_login": "N3kox",
"committed_at": "2026-05-19T10:04:07Z",
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{
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"body": null,
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"headline": "feat(adk): deprecate SummarizeMessages (#1009)",
"author_name": "mrh997",
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{
"oid": "b3a1d71e7aa2de07fe7eeba6b77ae36e9c5cdee3",
"body": "…eep-copy (#1007)\n\nfix(serialization): ensure pointer-receiver MarshalJSON is invoked in InternalSerializer\n\nWhen InternalSerializer marshals a struct value that implements\njson.Marshaler via pointer receiver (e.g. *ToolInfo), rv.Interface()\nproduces a non-addressable copy. json.Marshal then cannot \n[…]\nd fields — causing ParamsOneOf data loss after deepCopyState\nduring interrupt/resume.\n\nFix: pass a pointer to json.Marshal by using rv.Addr() when addressable,\nor copying into reflect.New() otherwise.",
"is_bot": false,
"headline": "fix(serialization): fix ToolInfo.ParamsOneOf loss during checkpoint d…",
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"body": "…base\n\nSwap handler positions in InnermostGetsOriginalOutput subtests to match\nthe forward-iteration semantics from #1000. The tests assumed the old\nreverse-iteration order where handlers[0] was innermost.\n\nChange-Id: Ib319b3ea687870db9f69c4c93e1ee69369ea2fe8",
"is_bot": false,
"headline": "test(adk): fix handler order in EventSenderToolWrapper tests after re…",
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"headline": "feat(adk): add AfterAgent hook to TypedChatModelAgentMiddleware (#1002)",
"author_name": "shentongmartin",
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{
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"is_bot": false,
"headline": "feat(adk): add eino-internal message ID via Message.Extra (#986)",
"author_name": "shentongmartin",
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{
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"body": "…1004)\n\nrefactor(adk): build ToolsNodeConfig via shallow copy + field override\n\nReplace explicit field-by-field struct literals with a shallow copy of\nthe source ToolsNodeConfig followed by overriding only the fields that\nneed per-run isolation (Tools and ToolCallMiddlewares). New fields added\nto co\n[…]\neExecContext: shallow-copy a.toolsConfig.ToolsNodeConfig then\n cloneSlice the Tools/ToolCallMiddlewares that will be appended to\n\nNo behavior change: every field is assigned the same value as before.",
"is_bot": false,
"headline": "feat(adk): build ToolsNodeConfig via shallow copy + field override (#…",
"author_name": "Born",
"author_login": "JonXSnow",
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"oid": "9d2d84b7605c73fc323c23654905271342ae56cb",
"body": "…xt, and DeepAgent for AgenticMessage support (#988)",
"is_bot": false,
"headline": "feat(adk): generify ModelRetryConfig, ModelFailoverConfig, ModelConte…",
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"author_login": "shentongmartin",
"committed_at": "2026-05-19T10:04:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa0586e67be7756607b711f3e1d1ff7fadaa08d0",
"body": "Replace FunctionToolResult.Result string field with Blocks\n[]*FunctionToolResultBlock to uniformly represent all tool results\n(text-only and multimodal) as structured content blocks.\n\n- Add FunctionToolResultBlock type supporting text, image, audio,\n video, and file content with String() method\n- R\n[…]\n- Convert MessageInputPart to FunctionToolResultBlock in compose layer\n- Update concatFunctionToolResults to merge via Blocks append\n- Add comprehensive tests for multimodal and streaming tool results",
"is_bot": false,
"headline": "feat(compose): unify FunctionToolResult with Blocks (#968)",
"author_name": "Born",
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{
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"body": "…terToolCallsHook option (#985)",
"is_bot": false,
"headline": "refactor(adk): replace AfterToolCallsRewriteState with per-run WithAf…",
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"oid": "6886fbdbf12375bea4e1b565f19c8b0d18851a44",
"body": "* feat(adk): validate pages parameter in MultiModalReadFileTool\n\n- Add validatePages function to check format (must be \"N\" or \"N-M\")\n- Reject invalid formats such as \"1-\", \"-5\", non-numeric values\n- Enforce end >= start and max 20 pages per request\n- Return validation error as ToolResult so the mode\n[…]\n Cover valid formats: single page, range, same start/end, max boundary\n- Cover invalid formats: trailing dash, leading dash, non-numeric, zero\n- Cover logic errors: end < start, range exceeds 20 pages",
"is_bot": false,
"headline": "feat(adk): validate pages parameter in MultiModalReadFileTool (#993)",
"author_name": "Born",
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"body": "…es to BeforeModelRewriteState (#984)",
"is_bot": false,
"headline": "refactor(adk): move tool lists into agent state and migrate middlewar…",
"author_name": "shentongmartin",
"author_login": "shentongmartin",
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"body_truncated": false,
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"oid": "4f6a763f0ca85b61eeaa026e28854c02beec4d8b",
"body": "feat(adk): add MultiModalRead with custom FileContentPart types\n\n- Define FileContentPartType, FileContentPart in filesystem package\n to replace direct schema.ToolOutputPart dependency, supporting\n only Image (bytes) and File (bytes) types\n- Add MultiModalReader interface and MultiModalReadRequest\n[…]\nse64 encoding buffer across multimodal parts via base64Encoder\n- Add tests for image, file, unsupported type, pages passthrough,\n schema fields, custom desc, empty data error, nil result, and routing",
"is_bot": false,
"headline": "feat(adk): add EnhancedRead with custom FileContentPart types (#973)",
"author_name": "Born",
"author_login": "JonXSnow",
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"body": null,
"is_bot": false,
"headline": "feat(adk): integrate AgenticMessage into ADK (#920)",
"author_name": "shentongmartin",
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"committed_at": "2026-05-19T10:04:07Z",
"body_truncated": false,
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{
"oid": "923bdc93f1d10fe8676e02122516c701d926d927",
"body": "… and clean up internal terminology (#979)",
"is_bot": false,
"headline": "refactor(adk): improve cancel API naming, enforce recursive teardown,…",
"author_name": "shentongmartin",
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"oid": "625c2f4a6794d31b5a0d3100543dde0807fc3ac0",
"body": "… UntilIdleFor from canceling agent (#972)",
"is_bot": false,
"headline": "fix(adk): preserve nil agentCancelOpts in stopSignal.check to prevent…",
"author_name": "shentongmartin",
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"oid": "538c3c28fca4e6978251c2ca60fc84a202f47cb1",
"body": "…w APIs (#970)",
"is_bot": false,
"headline": "docs(adk): add NOT RECOMMENDED advisory to agent transfer and workflo…",
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"name": "OpenSSF Scorecard: CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"langchaingo",
"ai-application",
"llm-application",
"langchain-for-go",
"ai-framework",
"langchain"
],
"has_wiki": false,
"homepage": "https://www.cloudwego.io/docs/eino/",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://www.cloudwego.io/docs/eino/",
"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": "7 topics",
"points": 10,
"status": "met",
"details": [
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"params": {
"count": 7
}
}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 65,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 38 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 38
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
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"advisories": 3,
"affected_packages": 2,
"assessed_packages": 38,
"unassessed_packages": 0,
"affected_by_severity": "high 1, unknown 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
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"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
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"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_scope_not_separable",
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}
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"max_points": 25
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{
"key": "no_advisories_left_outstanding",
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"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 38,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
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"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",
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"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"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": 71,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 55,
"inputs": {
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"legible_history_share": 0.96,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
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"key": "agent_instructions",
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"points": 0,
"status": "missed",
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"code": "no_agent_instructions",
"params": {}
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],
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{
"key": "machine_readable_docs_llms_txt",
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"code": "llms_txt_present",
"params": {}
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],
"max_points": 15
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{
"key": "legible_commit_history",
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"points": 40,
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{
"code": "legible_history",
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"legible": 96,
"sampled": 100
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}
],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 74,
"inputs": {
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"lockfiles": [
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"has_linter_config": true,
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"toolchain_manifests": [
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"dependency_bot_commit_share": 0
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"components": [
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"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
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"code": "toolchain_convention",
"params": {
"files": "go.mod"
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}
],
"max_points": 18
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{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yaml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"max_points": 10
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{
"key": "demonstrated_agent_practice",
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"points": 6,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 97,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 182161,
"source_files_sampled": 340,
"oversized_source_files": 17
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "17/340 source files over 60KB",
"points": 52.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 340,
"oversized": 17
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T05:57:54.762500Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/cloudwego/eino.svg",
"full_name": "cloudwego/eino",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — Go.