Öffentliches RegisterKritisch
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 04:07 UTC
dataflow-operator / dataflow
DataFlow Operator is a Kubernetes operator for streaming data between different data sources with support for message transformations.
dataflow-operator/dataflow erreicht einen Gesundheitsindex von 22 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Vitality (86/100) ab, am schwächsten bei Community & Adoption (14/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
22
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.
22
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.
Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % auf die gewichtete Gesamtgesundheit an und begrenzt sie auf die Obergrenze Gefährdet von 49.
Eigentümerschaft
DataFlowOrganisation
2 Follower8 öffentliche Reposseit Jan. 2026
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/dataflow-operator/dataflow | v1.11.0 | - | 59 | vor 0 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
86
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 11.8/36 | Commit-Rhythmus — 17/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 215 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 | 215 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 17 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 60 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 4,6 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 60 |
| latest_release_tag | v1.11.0 |
| releases_from_tags | nein |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4,6 |
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?
14
Popularität & Verbreitung
5Kritisch
Wie die Bewertung erfolgt
| 4.9/60 | Stars — 3 Stars |
| 0/25 | Forks — 0 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 0 |
| stars | 3 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
25Kritisch
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 0/22.5 | Lizenz — keine Lizenzdatei erkannt |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | nein |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
38
Maintainer-Resilienz (Bus-Faktor)
24Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 6.2/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 72 % der Commits |
| 2.7/13.5 | Breite der Beitragenden — 2 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,724 |
Reaktionsfähigkeit bei Issues & PRs
1Kritisch
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 0/38.3 | PR-Annahme — keine entschiedenen Pull Requests oder keine Daten |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, PR-Annahme. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
41Gefährdet
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 3.4/25 | Reichweite des Inhabers — 2 Follower von dataflow-operator |
| 8/25 | Kontohistorie — 8 öffentliche Repos, Kontoalter ca. 0 Jahre |
Verwendete Eingangsdaten
| followers | 2 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dataflow-operator |
| public_repos | 8 |
| account_age_days | 192 |
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 — 59 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | github.com/dataflow-operator/dataflow |
| ecosystems | go |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
62
Engineering-Praktiken
60Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 1 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation
65Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://dataflow-operator.github.io/docs/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 9 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | data-processing, data-streaming, dataflow, etl, kafka, trino, clickhouse, nessie, postgresql |
| has_wiki | nein |
| homepage | https://dataflow-operator.github.io/docs/ |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
15
Sicherheitslage
15Kritisch
Jurisdiktionsrisiko-Warnung
Exposition gegenüber einer Hochrisikojurisdiktion erkannt
1 Profile wichtiger MitwirkenderRussiaSicherheit und Gesamtbewertung: Obergrenze Gefährdet
Grundlage sind selbst veröffentlichte öffentliche Profilstandorte. Dieses Governance-Signal bestimmt weder Nationalität, Staatsangehörigkeit, Absicht, Sanktionsstatus noch persönliche Vertrauenswürdigkeit.
So wird Jurisdiktionsexposition bewertetWie die Bewertung erfolgt
| 4.5/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — keine Daten |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0/2.5 | Lizenz — license file not 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 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 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 |
| 0/7.5 | Vulnerabilities — 42 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 15 |
| security_posture_before_jurisdiction | 30 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, signed_releases. Die verbleibenden Gewichte wurden renormalisiert. Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % an und begrenzt die Sicherheitslage auf die Obergrenze Gefährdet von 49.
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.
57
AI-Agentenkontext & Leitlinien
40Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 39.5/40 | Lesbare Commit-Historie — 74 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,74 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Taskfile.yml |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — Go (statisch typisiert) |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | go.sum |
| has_dockerfile | ja |
| typed_language | ja |
| bootstrap_files | Taskfile.yml |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
100Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 54.5/55 | Handhabbare Dateigrößen — 2/229 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 73.489 |
| source_files_sampled | 229 |
| oversized_source_files | 2 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — samples |
Verwendete Eingangsdaten
| example_dirs | samples |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
3GitHub-Sterne
2Mitwirkende
215Commits, letzte 12 Monate
0Tage seit letztem Push
60Releases
1Bus-Faktor
0offene Issues
GoPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
OpenSSF Scorecard 3.0 / 10
3.0Gesamtwert
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).
| 6 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| k. A. | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not 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 |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 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 |
| 0 | Vulnerabilities | 42 existing vulnerabilities detected |
Direkte Abhängigkeiten 28
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/ClickHouse/clickhouse-go/v2 | v2.43.0 | go.mod |
| Go | github.com/IBM/sarama | v1.46.3 | go.mod |
| Go | github.com/apache/arrow-go/v18 | v18.4.1 | go.mod |
| Go | github.com/apache/iceberg-go | v0.4.0 | go.mod |
| Go | github.com/docker/go-connections | v0.6.0 | go.mod |
| Go | github.com/getsentry/sentry-go | v0.30.0 | go.mod |
| Go | github.com/go-logr/logr | v1.4.3 | go.mod |
| Go | github.com/go-logr/zapr | v1.3.0 | go.mod |
| Go | github.com/hamba/avro/v2 | v2.30.0 | go.mod |
| Go | github.com/jackc/pglogrepl | v0.0.0-20251213150135-2e8d0df862c1 | go.mod |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | go.mod |
| Go | github.com/prometheus/client_golang | v1.23.2 | go.mod |
| Go | github.com/prometheus/client_model | v0.6.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/testcontainers/testcontainers-go | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/clickhouse | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/kafka | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/postgres | v0.40.0 | go.mod |
| Go | github.com/tidwall/gjson | v1.18.0 | go.mod |
| Go | github.com/tidwall/sjson | v1.2.5 | go.mod |
| Go | github.com/xdg-go/scram | v1.2.0 | go.mod |
| Go | go.uber.org/zap | v1.27.1 | go.mod |
| Go | golang.org/x/oauth2 | v0.31.0 | go.mod |
| Go | k8s.io/api | v0.35.0 | go.mod |
| Go | k8s.io/apimachinery | v0.35.0 | go.mod |
| Go | k8s.io/client-go | v0.35.0 | go.mod |
| Go | k8s.io/utils | v0.0.0-20251002143259-bc988d571ff4 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.22.4 | go.mod |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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{
"oid": "95be60960955a73b1c7819c0ded84206def14e85",
"body": "## 1.11.0 (2026-07-26)\n\n## Commits\n\n- 22498eb feat: enhance KafkaSinkSpec with producer tuning options",
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"headline": "chore(release): 1.11.0 [skip ci]",
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"body": "- Added new fields to KafkaSinkSpec for producer configuration: RequiredAcks, Compression, Idempotent, MaxOpenRequests, Async, FlushMessages, FlushBytes, and FlushFrequency.\n- Implemented validation logic for the new producer tuning options in validateKafkaProducerTuning function.\n- Updated applyKaf\n[…]\ncerConfig to map KafkaSinkSpec settings to Sarama producer configuration.\n- Added unit tests to validate the new producer tuning functionality and ensure correct behavior under various configurations.",
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"headline": "feat: enhance KafkaSinkSpec with producer tuning options",
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"is_bot": false,
"headline": "chore(release): 1.10.0 [skip ci]",
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"oid": "6981e3fe28f01e658dd61fc38d0555f27bb2f515",
"body": "…ledgment\n\n- Introduced CollapseBatchOnMessageAck field in DataFlowSpec to control whether message acknowledgment forces MaxBatchSize=1.\n- Implemented logic in the processor and connectors to respect the new collapsing behavior.\n- Added unit tests to validate the new collapsing functionality for various scenarios.\n- Updated CRDs and documentation to reflect the new CollapseBatchOnMessageAck configuration.",
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"headline": "feat: add support for collapsing sink batches based on message acknow…",
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"body": "## 1.9.0 (2026-07-25)\n\n## Commits\n\n- 8ce4ee5 feat: add \"when\" predicate support to transformations\n- 82f8008 feat: add TransformWorkers configuration and validation",
"is_bot": false,
"headline": "chore(release): 1.9.0 [skip ci]",
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"author_login": "semantic-release-bot",
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{
"oid": "82f80081bf780f4efe52a23250dd40ed4af4289f",
"body": "- Introduced TransformWorkers field in DataFlowSpec to specify the number of parallel goroutines for transformations.\n- Implemented validation logic to ensure TransformWorkers is between 1 and 64.\n- Added unit tests for TransformWorkers validation scenarios.\n- Updated CRDs and documentation to reflect the new TransformWorkers configuration.\n- Enhanced DeepCopy functionality to support TransformWorkers field.",
"is_bot": false,
"headline": "feat: add TransformWorkers configuration and validation",
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{
"oid": "8ce4ee5c44b25d52b55f52130a638b489c9499a3",
"body": "- Introduced an optional \"when\" predicate in TransformationSpec to conditionally skip transformations based on specified criteria.\n- Updated evaluation logic to support metadata and payload conditions in filter, router, and transformation contexts.\n- Enhanced unit tests to validate the new \"when\" functionality across various transformation types.\n- Updated CRDs to document the new \"when\" predicate feature for transformations.",
"is_bot": false,
"headline": "feat: add \"when\" predicate support to transformations",
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"body": "## 1.8.0 (2026-07-20)\n\n## Commits\n\n- bc0da6b feat: add InsertField transformation support",
"is_bot": false,
"headline": "chore(release): 1.8.0 [skip ci]",
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"author_login": "semantic-release-bot",
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"body_truncated": false,
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"oid": "bc0da6bb6b9bd43fb2793fecd998b853f65d3047",
"body": "- Introduced InsertFieldTransformation to insert or overwrite JSON fields with literals and metadata placeholders.\n- Updated TransformationSpec to include \"insertField\" as a valid transformation type.\n- Implemented validation logic for InsertField transformation configuration, ensuring required fiel\n[…]\n JSON formats.\n- Added unit tests for InsertField transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new InsertField transformation type in documentation.",
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"headline": "feat: add InsertField transformation support",
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"body": "## 1.7.0 (2026-07-19)\n\n## Commits\n\n- 935ad83 feat: enhance DeepCopy functionality for DebeziumUnwrapTransformation",
"is_bot": false,
"headline": "chore(release): 1.7.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T08:33:15Z",
"body_truncated": false,
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{
"oid": "935ad835baba68f2da5c7baac49e385256ad09f8",
"body": "- Added DeepCopyInto method to handle copying of AddSourceFields, ensuring proper duplication of slice data.\n- Updated DeepCopy method to maintain consistency in data handling for DebeziumUnwrapTransformation.",
"is_bot": false,
"headline": "feat: enhance DeepCopy functionality for DebeziumUnwrapTransformation",
"author_name": "Ilya Ponomarev",
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"committed_at": "2026-07-19T08:32:47Z",
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"body": "## 1.6.0 (2026-07-19)\n\n## Commits\n\n- 69da110 feat: add ExtractField and HoistField transformation support\n- 4a493a5 feat: add Cast transformation support\n- a930e26 feat: add Timezone transformation support\n- ce30c31 feat: enhance release notes generation with repository URL normalization\n- b651b6a feat: enhance DebeziumUnwrap transformation with operation and source field options",
"is_bot": false,
"headline": "chore(release): 1.6.0 [skip ci]",
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"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T08:29:17Z",
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{
"oid": "b651b6a27f45227744c78abf350a8ff0542593c1",
"body": "… field options\n\n- Added AddOperationFields to include Debezium operation markers in the output.\n- Introduced AddSourceFields to copy specified source keys into the output payload.\n- Implemented validation for AddSourceFields to ensure no empty entries are allowed.\n- Updated unit tests to cover new functionality for operation and source field handling in DebeziumUnwrapTransformer.\n- Enhanced existing tests to validate the integration of new features with existing transformation logic.",
"is_bot": false,
"headline": "feat: enhance DebeziumUnwrap transformation with operation and source…",
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"committed_at": "2026-07-19T08:19:41Z",
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{
"oid": "ce30c31e1ea45119b594cd3ae39bd134c45e7a4d",
"body": "- Added functions to normalize repository URLs for better formatting in release notes.\n- Implemented a release header format that includes version, date, and repository links.\n- Updated the notes generation logic to include the new header when there are no user-facing commits.\n- Refactored existing code to improve clarity and maintainability.",
"is_bot": false,
"headline": "feat: enhance release notes generation with repository URL normalization",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:14:54Z",
"body_truncated": false,
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{
"oid": "a930e2695c25e24c3753e50757552173df802893",
"body": "- Introduced TimezoneTransformation to convert temporal fields to a specified timezone.\n- Updated TransformationSpec to include \"timezone\" as a valid transformation type.\n- Implemented validation logic for Timezone transformation configuration, ensuring required fields and valid timezone formats.\n- Added unit tests for Timezone transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new Timezone transformation type in documentation.",
"is_bot": false,
"headline": "feat: add Timezone transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:13:57Z",
"body_truncated": false,
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{
"oid": "4a493a50194d85475220111e41b59c16602d7699",
"body": "- Introduced CastTransformation to convert field values to target types using JSONPath.\n- Updated TransformationSpec to include \"cast\" as a valid transformation type.\n- Implemented validation logic for Cast transformation configuration, ensuring required fields and valid types.\n- Added unit tests for Cast transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new Cast transformation type in documentation.",
"is_bot": false,
"headline": "feat: add Cast transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:03:05Z",
"body_truncated": false,
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{
"oid": "69da1108c3062212ab2d3a63a6b9a9b8113ea172",
"body": "- Introduced ExtractFieldTransformation and HoistFieldTransformation to allow extraction of specific fields and wrapping payloads under a single key, respectively.\n- Updated TransformationSpec to include these new transformation types.\n- Implemented validation logic for both transformations, ensurin\n[…]\nlidation of ExtractField and HoistField transformations.\n- Enhanced existing tests to cover new transformation functionalities.\n- Updated CRDs to reflect the new transformation types in documentation.",
"is_bot": false,
"headline": "feat: add ExtractField and HoistField transformation support",
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"author_login": "ilyario",
"committed_at": "2026-07-19T07:56:05Z",
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{
"oid": "aa502f443f0b5d192d2e3973fc1f454566511590",
"body": "## Commits\n\n- 899e6b4 feat: add ReplaceField transformation support\n- c0d4126 feat: add HeadersToPayload transformation support\n- 1cbf85b feat: enhance Filter and Router transformations with comparison predicates\n- 78455ef feat: add StructFlatten transformation support\n- 149315d feat: add DeepCopy methods for StructFlattenTransformation",
"is_bot": false,
"headline": "chore(release): 1.5.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T07:47:18Z",
"body_truncated": false,
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{
"oid": "149315d3ba31963b36844cdf5bdf6e27dddb6416",
"body": "- Implemented DeepCopy and DeepCopyInto methods for StructFlattenTransformation to facilitate proper copying of instances.\n- Updated unit tests to ensure correct functionality of the new deepcopy methods.",
"is_bot": false,
"headline": "feat: add DeepCopy methods for StructFlattenTransformation",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:46:49Z",
"body_truncated": false,
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{
"oid": "78455ef3c0c05fcdae7b79845a8633129e4ae1e1",
"body": "- Introduced StructFlattenTransformation to flatten nested JSON objects into a single-level map while preserving arrays as values.\n- Updated TransformationSpec to include StructFlatten as a valid transformation type.\n- Implemented validation logic for StructFlatten transformation configuration, ensu\n[…]\neation, validation, and transformation logic.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new StructFlatten transformation type in documentation.",
"is_bot": false,
"headline": "feat: add StructFlatten transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:46:37Z",
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{
"oid": "1cbf85ba6345106c29a86733237db493ae4b617d",
"body": "…cates\n\n- Updated FilterTransformation and RouterTransformation to support comparison predicates: equality (\"==\") and inequality (\"!=\").\n- Enhanced documentation for condition syntax in both transformations to clarify usage.\n- Added comprehensive unit tests for various comparison scenarios in FilterTransformer.\n- Refactored Transform methods to streamline condition evaluation and improve readability.\n- Updated integration tests to validate new comparison functionality in FilterTransformer.",
"is_bot": false,
"headline": "feat: enhance Filter and Router transformations with comparison predi…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:40:00Z",
"body_truncated": false,
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{
"oid": "c0d41268b72370031e2615520d32c27bfad0d24c",
"body": "- Introduced HeadersToPayloadTransformation to copy Kafka/message headers into the JSON payload.\n- Updated TransformationSpec to include HeadersToPayload as a valid transformation type.\n- Implemented validation logic for HeadersToPayload transformation configuration, ensuring required fields and cor\n[…]\nrmation creation and validation scenarios.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new HeadersToPayload transformation type in documentation.",
"is_bot": false,
"headline": "feat: add HeadersToPayload transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:36:51Z",
"body_truncated": true,
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{
"oid": "899e6b4f1814fd91d07a673514a0167ecd206079",
"body": "- Introduced ReplaceFieldTransformation to rename fields and filter by include/exclude criteria.\n- Updated TransformationSpec to include ReplaceField as a valid transformation type.\n- Implemented validation logic for ReplaceField transformation configuration, ensuring required fields and mutually ex\n[…]\nnsformation creation and validation scenarios.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new ReplaceField transformation type in documentation.",
"is_bot": false,
"headline": "feat: add ReplaceField transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:32:58Z",
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{
"oid": "63bc72792259d47db466fee3f978f2ad7eb68e75",
"body": "## Commits\n\n- ecf1564 feat: add maintenance window support to DataFlow",
"is_bot": false,
"headline": "chore(release): 1.4.0 [skip ci]",
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{
"oid": "ecf1564d30021d987a441da0582d387a87c87b51",
"body": "- Introduced MaintenanceSpec to define optional maintenance windows, including start time, duration, recurrence, timezone, and manual suspension.\n- Implemented validation for MaintenanceSpec to ensure correct configuration.\n- Enhanced DataFlowSpec and DataFlowStatus to include maintenance-related fi\n[…]\nuring maintenance windows and when manually suspended.\n- Created tests for maintenance validation and processor pause behavior.\n- Updated CRDs to reflect new maintenance fields and their descriptions.",
"is_bot": false,
"headline": "feat: add maintenance window support to DataFlow",
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"committed_at": "2026-06-23T10:45:23Z",
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"oid": "afabc696043eac1beab5b31b102ad3db1bacb9a7",
"body": "## Commits\n\n- fce8f4b Fix: refactor DataFlowCron reconciler for improved job handling and status updates",
"is_bot": false,
"headline": "chore(release): 1.3.1 [skip ci]",
"author_name": "semantic-release-bot",
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"committed_at": "2026-06-14T12:49:06Z",
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{
"oid": "fce8f4be154dfb396acb0972ad88a9d7863a7e05",
"body": "…tatus updates\n\n- Updated the `consumeCheckpointResetFlags` method to utilize a retry mechanism for patching DataFlowCron objects.\n- Enhanced the `reconcileTriggeredJobs` method to better manage job statuses and handle failures with retries.\n- Introduced new helper functions for job status evaluatio\n[…]\ne run IDs.\n- Added tests to validate the behavior of the reconciler with multiple succeeded jobs and recovery from stuck running triggers.\n- Cleaned up code for better readability and maintainability.",
"is_bot": false,
"headline": "Fix: refactor DataFlowCron reconciler for improved job handling and s…",
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"body": "## Commits\n\n- 4575757 feat: enhance Docker build process with caching and multi-architecture support",
"is_bot": false,
"headline": "chore(release): 1.3.0 [skip ci]",
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"oid": "457575762b1c4bcbea7192183f9e8b402d53105a",
"body": "…e support\n\n- Added local BuildKit cache configuration to improve build performance.\n- Introduced new Docker tasks for building and pushing images with registry caching.\n- Updated GitHub Actions workflow to support multi-architecture builds for amd64 and arm64 platforms.\n- Cleaned up Dockerfile by removing unnecessary package installation.",
"is_bot": false,
"headline": "feat: enhance Docker build process with caching and multi-architectur…",
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"committed_at": "2026-06-14T12:26:43Z",
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{
"oid": "5c0bb8e6be8d88469c5a4b9a65b3ab15b258fa2d",
"body": "## Commits\n\n- 6f85f38 feat: enhance PostgreSQL CDC source with error handling\n- 016ff6e feat: implement checkpoint reset handling in DataFlow reconciler\n- 023d6ea feat: enhance PostgreSQL CDC checkpoint handling with new tests\n- 49a6bb4 feat: enhance checkpoint reporting across connectors\n- 311383c feat: implement checkpoint reset handling in DataFlowCron",
"is_bot": false,
"headline": "chore(release): 1.2.0 [skip ci]",
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"headline": "feat: implement checkpoint reset handling in DataFlowCron",
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{
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"status": "partial",
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{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file not detected",
"points": 0,
"status": "missed",
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "42 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "moderate",
"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": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (1)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
}
],
"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": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.74,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "74 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 39.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 74,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Taskfile.yml"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Taskfile.yml",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Taskfile.yml"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"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",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 73489,
"source_files_sampled": 229,
"oversized_source_files": 2
},
"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"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/229 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 229,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"samples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T04:07:24.123883Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dataflow-operator/dataflow.svg",
"full_name": "dataflow-operator/dataflow",
"license_state": "absent",
"license_spdx": null
}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.