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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 20:49 UTC
github / gh-aw-mcpg
Github Agentic Workflows MCP Gateway
github/gh-aw-mcpg erreicht einen Gesundheitsindex von 74 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (88/100) ab, am schwächsten bei Community & Adoption (65/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
74
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.
74
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
GitHubOrganisation
80.903 Follower556 öffentliche Reposseit Mai 2008
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/github/gh-aw-mcpg | v0.4.6 | - | 214 | vor 0 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
88
Entwicklungsaktivität
87Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 22.8/36 | Commit-Rhythmus — 33/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 6.653 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 | 6.653 |
| human_commit_share | 0,4 |
| days_since_last_push | 0 |
| active_weeks_last_year | 33 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 100 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 3,2 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 100 |
| latest_release_tag | v0.4.6 |
| releases_from_tags | nein |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3,2 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
65
Popularität & Verbreitung
48Gefährdet
Wie die Bewertung erfolgt
| 35.3/60 | Stars — 152 Stars |
| 12.5/25 | Forks — 33 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 33 |
| stars | 152 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
85Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | 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 | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
69
Maintainer-Resilienz (Bus-Faktor)
30Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 0.7/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 97 % der Commits |
| 10.8/13.5 | Breite der Beitragenden — 8 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0,969 |
Wie die Bewertung erfolgt
| 46.7/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 31.9/38.3 | PR-Annahme — 1.958/2.348 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/1 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 1.958 |
| open_issues | 9 |
| closed_issues | 7.611 |
| issue_closed_ratio | 0,999 |
| closed_unmerged_prs | 390 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 80.903 Follower von github |
| 25/25 | Kontohistorie — 556 öffentliche Repos, Kontoalter ca. 18 Jahre |
Verwendete Eingangsdaten
| followers | 80.903 |
| owner_type | Organization |
| is_verified | — |
| owner_login | github |
| public_repos | 556 |
| account_age_days | 6.651 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf go |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen |
| 20/20 | Versionshistorie — 214 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | github.com/github/gh-aw-mcpg |
| ecosystems | go |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 45 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .golangci.yml |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 9 out of 9 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 |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | nein |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
69
Sicherheitslage
64Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 9 out of 9 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 |
| 0/7.5 | Code-Review — Found 0/1 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 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 | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 6,5 |
Abhängigkeits-Advisories
89Exzellent
Wie die Bewertung erfolgt
| 26.6/35 | Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: golang.org/x/text v0.37.0 (unknown) |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 40/40 | Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich |
Verwendete Eingangsdaten
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 51 |
| unassessed_packages | 0 |
| affected_by_severity | unknown 2 |
| direct_affected_packages | 1 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 51 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.
86
AI-Agentenkontext & Leitlinien
85Exzellent
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 36 von 40 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,9 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 30.309 |
AI-Verify-Loop (Build / Test / Typprüfung)
91Exzellent
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile, guards/github-guard/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .golangci.yml |
| 11/11 | Statische Typprüfung — Go (statisch typisiert) |
| 10/10 | Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile |
| 10/10 | Belegte Agentenpraxis — 19 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 9/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | Cargo.lock, go.sum |
| has_dockerfile | ja |
| typed_language | ja |
| bootstrap_files | Makefile, guards/github-guard/Makefile |
| has_devcontainer | ja |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0,19 |
| toolchain_manifests | go.mod, guards/github-guard/rust-guard/Cargo.toml, test/serena-mcp-tests/samples/go_project/go.mod |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
99Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 54.3/55 | Handhabbare Dateigrößen — 6/473 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 223.744 |
| source_files_sampled | 473 |
| oversized_source_files | 6 |
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — samples |
Verwendete Eingangsdaten
| example_dirs | samples |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
152GitHub-Sterne
8Mitwirkende
6.653Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
9offene 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 ★ / 33 ⇿
0Sterne
33Forks
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.
Major 0Minor 4Patch 96
OpenSSF Scorecard 6.5 / 10
6.5Gesamtwert
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 9 out of 9 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 |
| 0 | Code-Review | Found 0/1 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | 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 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direkte Abhängigkeiten 13
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/BurntSushi/toml | v1.6.0 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | golang.org/x/term | v0.43.0 | go.mod |
| Go | github.com/itchyny/gojq | v0.12.19 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/tetratelabs/wazero | v1.12.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | go.mod |
| Go | golang.org/x/text | v0.37.0 | go.mod |
Alle Abhängigkeiten 51
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 13 direkte und 38 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| Go | github.com/burntsushi/toml | v1.6.0 | direkt |
| Go | github.com/itchyny/gojq | v0.12.19 | direkt |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | direkt |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | direkt |
| Go | github.com/spf13/cobra | v1.10.2 | direkt |
| Go | github.com/stretchr/testify | v1.11.1 | direkt |
| Go | github.com/tetratelabs/wazero | v1.12.0 | direkt |
| Go | go.opentelemetry.io/otel | v1.44.0 | direkt |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | direkt |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | direkt |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | direkt |
| Go | golang.org/x/term | v0.43.0 | direkt |
| Go | golang.org/x/text | v0.37.0 | direkt |
| crates.io | itoa | 1.0.17 | indirekt |
| crates.io | memchr | 2.7.6 | indirekt |
| crates.io | proc-macro2 | 1.0.106 | indirekt |
| crates.io | quote | 1.0.44 | indirekt |
| crates.io | serde | 1.0.228 | indirekt |
| crates.io | serde_core | 1.0.228 | indirekt |
| crates.io | serde_derive | 1.0.228 | indirekt |
| crates.io | serde_json | 1.0.149 | indirekt |
| crates.io | syn | 2.0.114 | indirekt |
| crates.io | unicode-ident | 1.0.22 | indirekt |
| crates.io | zmij | 1.0.17 | indirekt |
| Go | github.com/cenkalti/backoff/v5 | v5.0.3 | indirekt |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirekt |
| Go | github.com/davecgh/go-spew | v1.1.1 | indirekt |
| Go | github.com/go-logr/logr | v1.4.3 | indirekt |
| Go | github.com/go-logr/stdr | v1.2.2 | indirekt |
| Go | github.com/google/jsonschema-go | v0.4.3 | indirekt |
| Go | github.com/google/uuid | v1.6.0 | indirekt |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.29.0 | indirekt |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirekt |
| Go | github.com/itchyny/timefmt-go | v0.1.8 | indirekt |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirekt |
| Go | github.com/segmentio/asm | v1.1.3 | indirekt |
| Go | github.com/segmentio/encoding | v0.5.4 | indirekt |
| Go | github.com/spf13/pflag | v1.0.9 | indirekt |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | indirekt |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirekt |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | indirekt |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | indirekt |
| Go | go.opentelemetry.io/proto/otlp | v1.10.0 | indirekt |
| Go | golang.org/x/net | v0.55.0 | indirekt |
| Go | golang.org/x/oauth2 | v0.36.0 | indirekt |
| Go | golang.org/x/sys | v0.45.0 | indirekt |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260526163538-3dc84a4a5aaa | indirekt |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260526163538-3dc84a4a5aaa | indirekt |
| Go | google.golang.org/grpc | v1.82.1 | indirekt |
| Go | google.golang.org/protobuf | v1.36.11 | indirekt |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirekt |
Abhängigkeits-Advisories 2
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 51 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 2 tragen bekannte Advisories, davon 1 direkte.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| golang.org/x/text | v0.37.0 | direkt | unbekannt | 1 | 0.39.0 |
| golang.org/x/net | v0.55.0 | indirekt | unbekannt | 1 | 0.56.0 |
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
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"Makefile": 20585,
"Dockerfile": 6097,
"JavaScript": 1324
},
"pushed_at": "2026-07-27T17:30:37Z",
"created_at": "2025-12-10T21:43:52Z",
"owner_type": "Organization",
"updated_at": "2026-07-27T15:56:39Z",
"description": "Github Agentic Workflows MCP Gateway",
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"body": "- Upgraded github/gh-aw-actions/setup-cli from v0.83.2 to v0.83.3\n- Upgraded github/gh-aw-actions/setup from v0.83.2 to v0.83.3\n- Upgraded docker/login-action from v4.5.0 to v4.5.1\n- Updated actions-lock.json\n- Recompiled all workflows\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "Upgrade gh-aw extension to v0.83.3 pre-release and recompile workflows",
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"headline": "fix(proxy): fix gofmt formatting in handler_difc_test.go",
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"headline": "Potential fix for pull request finding",
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"body": "…d rate limit\n\nAdd two tests to handler_difc_test.go that use the recording tracer\n(newRecordingProxyHandler) to verify the difcSpan.IsRecording() branches:\n\n- TestHandleWithDIFC_AccessDenied_RecordsSpanEvent: verifies that a DIFC\n coarse-check block emits a 'difc.access_denied' span event with a r\n[…]\nin handleWithDIFC. Coverage for\nhandleWithDIFC improved from 90.0% to 95.0%, and total proxy package\ncoverage from 94.4% to 95.0%.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
"is_bot": true,
"headline": "test(proxy): add span event recording tests for DIFC access denied an…",
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"oid": "7e7f4c561e40dd74b230e999f949fe537dfa4725",
"body": "## Test Coverage Improvement: logger fallback init helpers\n\n### Functions Analyzed\n\n- **Package**: `internal/logger`\n- **Functions**:\n - `logFallbackWarnings`\n - `fallbackLoggerOnInitError`\n - `silentFallbackLoggerOnInitError`\n - `strictLoggerOnInitError`\n- **Previous Coverage**: 0% (no direct t\n[…]\ner, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30210904844 -->\n\n<!-- gh-aw-workflow-id: test-coverage-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-coverage-improver\n-->",
"is_bot": false,
"headline": "[test] Add tests for logger fallback init helper functions (#10122)",
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"headline": "ci: upgrade GitHub Actions to latest versions (#10127)",
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"committed_at": "2026-07-26T22:57:25Z",
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"oid": "8e02e9ae061d4840193cceff648064a1c5d4d19f",
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"headline": "fix: correct indentation on assert.Same line in fallback_init_helpers…",
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"oid": "7806cbbdaca5323993d8869e70dd877b0f2b1176",
"body": "- actions/checkout: v5 (93cb6ef) → v7.0.1 (3d3c42e5aac5ba805825da76410c181273ba90b1)\n- actions/setup-go: v6 (4dc6199) → v7.0.0 (b7ad1dad31e06c5925ef5d2fc7ad053ef454303e)\n- actions/upload-artifact: v4 (ea165f8) → v7.0.1 (043fb46d1a93c77aae656e7c1c64a875d1fc6a0a)\n- actions-rust-lang/setup-rust-toolchain: v1.15.3 (a0b538f) → v1.17.0 (166cdcfd11aee3cb47222f9ddb555ce30ddb9659)\n\nCloses #10112",
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"headline": "ci: upgrade GitHub Actions to latest versions",
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"headline": "Initial plan",
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"oid": "653c850ab42d860e1530dabef8585006f4115702",
"body": "…tics (#10086)\n\nSemantic clustering flagged low-effort cleanup opportunities: thin\npersistence wrappers in logger internals and potential confusion between\ntwo env-expansion paths with different failure semantics. This PR\napplies those targeted refactors without changing behavior.\n\n- **Logger intern\n[…]\nSON(...)` directly after\nremoving `writeToFile()`.\n\n```go\n// Before\nreturn tl.writeToFile()\n\n// After\nreturn tl.writeJSON(tl.data, 0644)\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10083",
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"headline": "Potential fix for pull request finding",
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"headline": "Potential fix for pull request finding",
"author_name": "Landon Cox",
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"oid": "58e9557e16ff38e652cb81ed27b1468ded4b93fa",
"body": "## Summary\n\nImproved test coverage for `internal/launcher` package from **96.8% →\n97.3%**.\n\n## File Analyzed\n\n`internal/launcher/getorlaunchforsession_test.go` and\n`internal/launcher/launcher_runtime_test.go`\n\n## Improvements Made\n\n### New tests in `getorlaunchforsession_test.go`\n\n- **`TestGetOrLaun\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30180448413 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
"is_bot": false,
"headline": "[test-improver] Improve tests for launcher package (#10089)",
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"committed_at": "2026-07-26T21:14:23Z",
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{
"oid": "1863c403c28da848871ed0cf8474fdee3c9914e3",
"body": "Add direct unit tests for four package-private helpers in\ninternal/logger/global_helpers.go that had no direct test coverage:\n\n- logFallbackWarnings: verify two WARNING lines are printed with the\n expected error message and fallback description\n- fallbackLoggerOnInitError: verify warnings are emitt\n[…]\nenario-based, use captureStdLog for\nstderr capture, and follow the testify patterns established by the\nrest of the logger package.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
"is_bot": true,
"headline": "Add tests for logger fallback init helper functions",
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"headline": "test(launcher): remove invalid double-check lock pool test",
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"committed_at": "2026-07-26T16:39:02Z",
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"oid": "30d3e489ca050b4b08af06e93787eef73d709bd0",
"body": null,
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"headline": "Align logger docs and test names with writeJSON refactor",
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{
"oid": "2d8ba00b9e1e7069e96d2f8d31e6277e0b857597",
"body": "…NTS.md (#10085)",
"is_bot": false,
"headline": "doc: add MCP_GATEWAY_API_KEY and MCP_GATEWAY_CONTAINER_RUNTIME to AGE…",
"author_name": "Landon Cox",
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{
"oid": "4b7bcc8c484702dc611503aa84ce096e76a2306a",
"body": "…ctStdioCommand\n\n- Add TestGetOrLaunchForSession_ServerNotFound to cover ErrServerNotFound path\n- Add TestGetOrLaunchForSession_HTTPBackendRecordsStart to cover HTTP backend\n recordStart path and verify server state tracking\n- Add TestGetOrLaunchForSession_DoubleCheckLockPoolHit to exercise pool ca\n[…]\ntable\n- Add TestNew_RunningInContainer to cover container detection log branch in New()\n\nCoverage: internal/launcher 96.8% → 97.3%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
"is_bot": true,
"headline": "test(launcher): improve coverage for GetOrLaunchForSession and isDire…",
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"committed_at": "2026-07-26T00:13:35Z",
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{
"oid": "339923fd3041111fd542355d0a2e6681630d1b67",
"body": null,
"is_bot": true,
"headline": "refactor(logger): inline thin file-write wrappers",
"author_name": "copilot-swe-agent[bot]",
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"committed_at": "2026-07-25T23:15:43Z",
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"oid": "22febe7cb96e957f512ced5f6f14b50800234363",
"body": "…NTS.md",
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"committed_at": "2026-07-25T23:13:05Z",
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{
"oid": "e53395eac55c939fee47bc2fc214a503eb7c320e",
"body": "…ch (#10081)",
"is_bot": false,
"headline": "[test] Add tests for util.RandomBigInt zero-result normalization bran…",
"author_name": "Landon Cox",
"author_login": "lpcox",
"committed_at": "2026-07-25T23:12:42Z",
"body_truncated": false,
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{
"oid": "e224e89ca90d061ffa5466c9d2ea0873d87e37e8",
"body": "Extract randomBigIntFromRandFunc internal helper to make the\nastronomically-rare zero-result defensive branch testable via\ndependency injection. Add TestRandomBigIntFromRandFunc covering:\n- zero bits error path\n- rand function error wrapping\n- normal positive result passthrough\n- zero result normalized to 1 (previously untestable branch)\n\nCoverage improvement: internal/util 97.8% → 99.3%\nRandomBigInt: 77.8% → 100%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
"is_bot": true,
"headline": "Add tests for util.RandomBigInt zero-result normalization branch",
"author_name": "github-actions[bot]",
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"committed_at": "2026-07-25T16:47:54Z",
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{
"oid": "880f8dc35533084ff71daded793413ce142af294",
"body": "…eport (#10062)\n\nSix doc/code mismatches identified by the nightly reconciliation\nworkflow — operators could misconfigure or misread guarantees based on\nthe existing text.\n\n## README.md\n\n- **`--otlp-sample-rate` has no env-var fallback** — unlike\n`--otlp-endpoint` (`OTEL_EXPORTER_OTLP_ENDPOINT`) and\n[…]\nid\"},\n\"mcpServers\": {\"github\": {\"type\": \"stdio\", \"container\":\n\"ghcr.io/github/github-mcp-server:latest\"}}\n }' | ./awmg --config-stdin\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10028",
"is_bot": false,
"headline": "docs: fix 6 documentation discrepancies from nightly reconciliation r…",
"author_name": "Landon Cox",
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"committed_at": "2026-07-25T15:04:04Z",
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{
"oid": "e81dde58c57a1eaa8eca49de55b8182b2c97f632",
"body": "… security policy (#10061)\n\nAddresses 9 of the 16 findings from the semantic function clustering\nanalysis: outlier functions in wrong packages, unnecessary thin\nwrappers, and scattered helpers that violate the import/responsibility\nhierarchy.\n\n## Outlier functions relocated\n\n- **A1** `WriteSimpleHea\n[…]\nh-remapping logic; no clean fit in `logger/fileutil.go` |\n| B5 `generateRandomSpanID` | Already uses `util.RandomBytes` — no\naction needed |\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10019",
"is_bot": false,
"headline": "refactor: move outlier functions, eliminate thin wrappers, centralize…",
"author_name": "Landon Cox",
"author_login": "lpcox",
"committed_at": "2026-07-25T15:03:50Z",
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{
"oid": "4bb58d17ded1b58958b12bfe1eb3280a664e7d03",
"body": "…uard boilerplate (#10059)\n\nThe config validation code repeated the same\nnil-check-before-dereference pattern ~5 times across\n`validation_gateway.go` and `validation_server.go`, with no shared\nabstraction — increasing bug risk (forgetting the nil guard on new\nfields) and making the validation functi\n[…]\nrn err\n}\n```\n\nAdding a new optional `*int` field now requires a single\n`validateOptionalInt` call rather than a copy-pasted nil-guard block.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10044",
"is_bot": false,
"headline": "refactor(config): add validateOptionalInt to eliminate repeated nil-g…",
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{
"oid": "a8f617407024337b8025ac57ef864386e8467d3e",
"body": null,
"is_bot": true,
"headline": "docs: clarify otlp sample-rate config support",
"author_name": "copilot-swe-agent[bot]",
"author_login": "Copilot",
"committed_at": "2026-07-25T14:51:53Z",
"body_truncated": false,
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{
"oid": "caa5f16630755faa43fa32fc7b02da6f8aefb8cc",
"body": "The `/health` endpoint was advertising spec version `1.14.0` despite the\nimplementation already being fully compliant with spec 1.15.0 (which\nadded `forcePublicRepos`, Write-Sink Guard Policy, and Cross-Visibility\nOpt-Out — all already shipped).\n\n## Change\n\n- **`internal/server/unified.go`**: bump t\n[…]\nn = \"1.15.0\"\n```\n\nThe existing `health_test.go` assertion references the constant\ndirectly, so it automatically validates the correct value.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10020",
"is_bot": false,
"headline": "chore: bump MCPGatewaySpecVersion to 1.15.0 (#10060)",
"author_name": "Landon Cox",
"author_login": "lpcox",
"committed_at": "2026-07-25T14:48:36Z",
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{
"oid": "a3f3d7260869b370007223b01598cc8e037ea82f",
"body": "…ve duplication",
"is_bot": true,
"headline": "refactor: semantic function clustering - move outlier functions, remo…",
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"committed_at": "2026-07-25T14:43:10Z",
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"oid": "68464af0e1fa8625c9b78a1b9ab16f59ac22da6f",
"body": "…rd duplication\n\nAdds a generic `validateOptionalInt(ptr *int, logMsg string, validateFn func(int) *ValidationError) error` helper to `internal/config/validation_rules.go` that consolidates the repeated nil-check-before-dereference pattern for optional `*int` fields in config validation.\n\n- Correctl\n[…]\n is handled inline in the closure, preserving existing semantics.\n- Adds `TestValidateOptionalInt` covering nil pointer, valid value, invalid value, and the zero-sentinel guard pattern.\n\nCloses #10044",
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"headline": "refactor(config): add validateOptionalInt helper to eliminate nil-gua…",
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{
"oid": "eb290f8a30949c69b69b59f57783eebe25fb7ec1",
"body": "## Summary\n\nAdds a missing test case to `internal/util/truncate_test.go` that covers\nthe stage-2 early-return branch in `TruncateRunes`.\n\n## File Analyzed\n\n`internal/util/truncate_test.go` / `internal/util/truncate.go`\n\n## Improvement Made\n\n`TruncateRunes` has three stages:\n1. **Fast path**: `len(s)\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30135335670 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
"is_bot": false,
"headline": "[test-improver] Improve tests for util (TruncateRunes) (#10032)",
"author_name": "Landon Cox",
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"committed_at": "2026-07-25T14:33:27Z",
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{
"oid": "53cf7851fa7a64ba6048b8fb60d847723acbb415",
"body": "- README.md: clarify `--otlp-sample-rate` has no env-var fallback (#1)\n- README.md: state CLI enforces --config or --config-stdin via MarkFlagsOneRequired (#3)\n- README.md: improve schema-required fields phrasing to be more precise (#4)\n- CONTRIBUTING.md: change 'Go 1.26.4 or later' to 'Go 1.26.4' (#5)\n- CONTRIBUTING.md: qualify container port-mapping validation as conditional (#2)\n- CONTRIBUTING.md: update JSON stdin example to include required gateway fields (#6)\n\nCloses #10028",
"is_bot": true,
"headline": "docs: fix 6 documentation discrepancies found in nightly reconciliation",
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"is_bot": true,
"headline": "chore: bump MCPGatewaySpecVersion to 1.15.0",
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"body": "… command overrides (#10003)\n\nThis change removes the hard Docker-daemon assumption for stdio MCP\nserver launches by introducing runtime selection (`docker`/`podman`) and\nruntime-command overrides, while preserving the existing stdio\nparent/child transport model. Default behavior remains Docker-comp\n[…]\n]\n },\n \"mcpServers\": {\n \"github\": {\n \"type\": \"stdio\",\n \"container\": \"ghcr.io/github/github-mcp-server:latest\"\n }\n }\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10002",
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"body": "This updates the CLI’s Cobra integration in a few low-risk places called\nout by the module review: completion registration now handles errors\nconsistently, the proxy listen default is named instead of inlined, and\n`awmg proxy --policy` now provides shell ActiveHelp guidance for JSON\ninput.\n\n- **Comp\n[…]\n}}'\"),\n\t\tcobra.ShellCompDirectiveNoFileComp\n}); err != nil {\n\tlogProxyCmd.Printf(\"Failed to register completion for --policy: %v\", err)\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9980",
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"body": "… (#9984)\n\nThe Rust guard had no direct unit coverage for three security-sensitive\n`apply_tool_labels` policy arms: private user metadata, public\nGitHub-controlled metadata, and repository security advisories. This\nalso trims an internal backend helper that was exposed more broadly than\nits call sit\n[…]\n], String::new(),\n&ctx);\n\n assert_eq!(secrecy, private_user_label());\n assert_eq!(integrity, project_github_label(&ctx));\n }\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9981",
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"body": "Visibility-related code paths were normalizing strings inline in\nmultiple packages using the same trim+lowercase pattern. This refactor\ncentralizes that logic so sink visibility and related policy fields\nnormalize consistently from one helper.\n\n- **What changed**\n - Added a shared helper:\n ```go\n[…]\nrmalizeStringCI(configuredVisibility)\n if actual == RepoVisibilityPublic && configured != \"public\" {\n \treturn \"public\", true, nil\n }\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9965",
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"oid": "0462d70c7dfe37dc4dec5313cd87bc9a387e83f9",
"body": "… (#9971)\n\nThe raw MCP tool-result `isError` bool assertion was duplicated in tool\nresult conversion and rate-limit detection. This change centralizes that\ncheck in `internal/mcpresult` so raw-result handling has a single source\nof truth.\n\n- **Shared raw-result helper**\n- Add `mcpresult.IsErrorResul\n[…]\n maps\n\nExample:\n\n```go\nfunc IsErrorResult(result map[string]interface{}) bool {\n\tisError, _ := result[\"isError\"].(bool)\n\treturn isError\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9966",
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"body": "## Schema URL Update\n\nUpdates the MCP Gateway JSON schema validation URL from the previous\nversion to `v0.83.1`.\n\n### Files Changed\n\n- `internal/config/validation_errors.go` — `SchemaURL` constant updated\nto `v0.83.1`\n- `internal/config/validation_schema_test.go` — hardcoded schema URL\nupdated to `v\n[…]\npg/actions/runs/30065166553 -->\n\n<!-- gh-aw-expires-type: pull-request -->\n\n<!-- gh-aw-workflow-id: nightly-schema-updater -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/nightly-schema-updater\n-->",
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"body": "…formatIntegrityLevel, formatSecrecyLevel)\n\nAdd comprehensive unit tests for violations.go, which had no test coverage:\n\n- TestViolationError_Error_Secrecy: all secrecy violation message paths\n- TestViolationError_Error_Integrity: write/read violation paths with/without missing tags\n- TestViolationE\n[…]\nix, unknown tags\n- TestFormatSecrecyLevel: private:scope, plain private, longest scope wins,\n empty scope edge case, unknown tags\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"body": "Addresses the duplication reported in #9966: two callers independently\nasserted m[\"isError\"].(bool) from raw MCP result maps. Extract this\ninto mcpresult.IsErrorResult so the key name 'isError' is defined in\na single location.\n\n- Add mcpresult.IsErrorResult(map[string]interface{}) bool\n- Use it in s\n[…]\nresult.go already uses the\n typed SDK struct path, so it does not need the helper)\n- Add table-driven unit test for IsErrorResult\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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{
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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],
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"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/github/gh-aw-mcpg.svg",
"full_name": "github/gh-aw-mcpg",
"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — Go.