Public recordCritical
Software health reportschema 0.27.0 · metrics 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 holds a health index of 22 out of 100, placing it in the Critical band. It scores highest on Vitality (86/100) and lowest on Community & Adoption (14/100). It was last updated today. A single contributor accounts for most of its recent work.
22
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
22
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
DataFlowOrganization
2 followers8 public repossince Jan 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/dataflow-operator/dataflow | v1.11.0 | - | 59 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
86
Development activity
76Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 11.8/36 | Commit cadence — 17/52 weeks with commits |
| 18/18 | Commit volume — 215 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 215 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 17 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 60 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~4.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 60 |
| latest_release_tag | v1.11.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4.6 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
14
Popularity & adoption
5Critical
How it's scored
| 4.9/60 | Stars — 3 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 3 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
38
Maintainer resilience (bus factor)
24Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.2/22.5 | Commit distribution — top contributor authored 72% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.724 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
Ownership & stewardship
41At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 3.4/25 | Owner reach — 2 followers of dataflow-operator |
| 8/25 | Track record — 8 public repos, account ~0 yr old |
Inputs used
| followers | 2 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dataflow-operator |
| public_repos | 8 |
| account_age_days | 192 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 59 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/dataflow-operator/dataflow |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
62
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
65Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://dataflow-operator.github.io/docs/ |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 0/10 | Wiki |
Inputs used
| topics | data-processing, data-streaming, dataflow, etl, kafka, trino, clickhouse, nessie, postgresql |
| has_wiki | no |
| homepage | https://dataflow-operator.github.io/docs/ |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
15
Security posture
15Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
1 top contributor profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 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 — no data |
| 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 | License — 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 — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 42 existing vulnerabilities detected |
Inputs used
| 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 |
Excluded from scoring (no data or not applicable): ci_tests, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
AI Readiness
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.
57
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 39.5/40 | Legible commit history — 74 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.74 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
61Moderate
How it's scored
| 18/18 | One-command bootstrap — Taskfile.yml |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Taskfile.yml |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.5/55 | Manageable file sizes — 2/229 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 73,489 |
| source_files_sampled | 229 |
| oversized_source_files | 2 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — samples |
Inputs used
| example_dirs | samples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
3GitHub stars
2contributors
215commits, last 12 months
0days since last push
60releases
1bus factor
0open issues
Gopackage ecosystems
Data collection 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
More detail
OpenSSF Scorecard 3.0 / 10
3.0aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 6 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/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 |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 42 existing vulnerabilities detected |
Direct dependencies 28
| Registry | Package | Version constraint | 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 |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"data-processing",
"data-streaming",
"dataflow",
"etl",
"kafka",
"trino",
"clickhouse",
"nessie",
"postgresql"
],
"is_fork": false,
"size_kb": 61618,
"has_wiki": false,
"homepage": "https://dataflow-operator.github.io/docs/",
"languages": {
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"Shell": 20303,
"Dockerfile": 1087,
"JavaScript": 2360
},
"pushed_at": "2026-07-26T03:35:47Z",
"created_at": "2025-12-25T06:46:22Z",
"owner_type": "Organization",
"updated_at": "2026-07-26T03:35:48Z",
"description": "DataFlow Operator is a Kubernetes operator for streaming data between different data sources with support for message transformations.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://dataflow-operator.github.io/docs/",
"name": "DataFlow",
"type": "Organization",
"login": "dataflow-operator",
"company": null,
"location": null,
"followers": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/254837949?v=4",
"created_at": "2026-01-14T05:59:40Z",
"is_verified": null,
"public_repos": 8,
"account_age_days": 192
},
"license": {
"state": "absent",
"spdx_id": null,
"raw_spdx": null,
"file_present": false,
"scorecard_found": false,
"profile_has_license": false
},
"activity": {
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{
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{
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},
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{
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},
{
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},
{
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},
{
"tag": "v1.0.7",
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},
{
"tag": "v1.0.6",
"kind": "patch",
"published_at": "2026-03-15T09:00:05Z"
},
{
"tag": "v1.0.5",
"kind": "patch",
"published_at": "2026-03-15T08:13:38Z"
},
{
"tag": "v1.0.4",
"kind": "patch",
"published_at": "2026-03-15T07:01:22Z"
},
{
"tag": "v1.0.3",
"kind": "patch",
"published_at": "2026-03-09T10:07:53Z"
},
{
"tag": "v1.0.2",
"kind": "patch",
"published_at": "2026-03-09T09:59:35Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2026-03-09T09:37:39Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2026-03-09T07:35:56Z"
}
],
"recent_commits": [
{
"oid": "95be60960955a73b1c7819c0ded84206def14e85",
"body": "## 1.11.0 (2026-07-26)\n\n## Commits\n\n- 22498eb feat: enhance KafkaSinkSpec with producer tuning options",
"is_bot": false,
"headline": "chore(release): 1.11.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-26T03:35:44Z",
"body_truncated": false,
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{
"oid": "22498eb1a0ba8f4109a8810c14ef84a7b04214db",
"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.",
"is_bot": false,
"headline": "feat: enhance KafkaSinkSpec with producer tuning options",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-26T03:35:16Z",
"body_truncated": true,
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},
{
"oid": "431d28a28eb33f09d34fae54e4a94ba7281d8bec",
"body": "## 1.10.0 (2026-07-25)\n\n## Commits\n\n- 6981e3f feat: add support for collapsing sink batches based on message acknowledgment",
"is_bot": false,
"headline": "chore(release): 1.10.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-25T09:39:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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.",
"is_bot": false,
"headline": "feat: add support for collapsing sink batches based on message acknow…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-25T09:38:54Z",
"body_truncated": false,
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},
{
"oid": "6e1b5156d53b035b2edb2f6276c05078d78ca49a",
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-25T09:13:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-25T09:13:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-25T09:13:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20ff03c66535af66e9376896c5e7abbe7137f27d",
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-20T05:56:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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.",
"is_bot": false,
"headline": "feat: add InsertField transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-20T05:55:49Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "74ef552d784f40b0d0ce83d475bfd40898ad1417",
"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,
"is_coding_agent": false
},
{
"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",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:32:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "740680fa17eb350477c9e7eeb98853eb4025e66d",
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T08:29:17Z",
"body_truncated": false,
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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…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:19:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:56:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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",
"body_truncated": true,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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",
"body_truncated": true,
"is_coding_agent": false
},
{
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-23T10:45:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-23T10:45:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"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",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T12:49:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:48:42Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "31794e63d2704a41cd16f95b1c6e42b47f478fcf",
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T12:27:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:26:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T12:02:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "311383c5811495769dea36439b6ffe0f02a122b1",
"body": "- Enhanced DataFlowCron reconciler to manage checkpoint reset flags after processor job completion.\n- Introduced functions to apply and clear checkpoint reset markers in DataFlow and DataFlowCron specifications.\n- Added tests to verify checkpoint reset logic and ensure proper handling of reset flags in integration scenarios.\n- Updated ConfigMap management to track when checkpoint resets are applied.",
"is_bot": false,
"headline": "feat: implement checkpoint reset handling in DataFlowCron",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:01:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49a6bb4a6ffbdb656721c6543832b2c62e3839ee",
"body": "- Added checkpointSaveReporter to various connector types for improved error handling during checkpoint operations.\n- Updated methods in progressRecorder, CompositeCheckpointHolder, postgresCDCCheckpointHolder, and source connectors to report errors when saving checkpoints.\n- Integrated checkpoint reporting in the processor initialization to ensure proper error tracking.",
"is_bot": false,
"headline": "feat: enhance checkpoint reporting across connectors",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T11:12:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "023d6eaa895ef95231ba657458501728ed2b9be3",
"body": "- Added tests for advancing checkpoint holder and persisting snapshot progress.\n- Improved the `persistSnapshotProgress` method to handle duplicate table entries and phase transitions.\n- Updated snapshot handling in the PostgreSQL CDC source connector to utilize the new progress persistence logic.",
"is_bot": false,
"headline": "feat: enhance PostgreSQL CDC checkpoint handling with new tests",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T11:02:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "016ff6e8097ba5198603094badac12cb30c97956",
"body": "- Added functions to check for pending checkpoint resets and to determine if the processor deployment rollout is complete.\n- Introduced tests for checkpoint reset logic and processor deployment readiness.\n- Updated the DataFlow reconciler to consume checkpoint reset flags after the deployment rollout is ready.",
"is_bot": false,
"headline": "feat: implement checkpoint reset handling in DataFlow reconciler",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T10:58:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f85f38bb754ffe4d22582b237939341c2d72496",
"body": "- Added readErrCh channel to capture fatal errors from the read goroutine.\n- Introduced testReadLoop function for unit testing.\n- Updated Read method to handle errors more effectively and log them appropriately.\n- Implemented ReadErrors method to expose the error channel for external access.",
"is_bot": false,
"headline": "feat: enhance PostgreSQL CDC source with error handling",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T10:55:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8c14f5d800ef65fb963690b3e6019c29cdd9a2e",
"body": "## Commits\n\n- d5071a2 feat: add PostgreSQL CDC source configuration and validation",
"is_bot": false,
"headline": "chore(release): 1.1.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T10:34:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5071a28ed48da5191142aa384fc72df215126df",
"body": "- Introduced PostgreSQLCDCSourceSpec for logical replication configuration.\n- Added validation logic for PostgreSQL CDC source in dataflow_validation.go.\n- Registered PostgreSQL CDC source in provider_registry.go and factory_test.go.\n- Updated SecretResolver to handle secrets for PostgreSQL CDC configuration.\n- Updated go.mod and go.sum to include necessary dependencies.",
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"code": "push_recency",
"params": {
"days": 0
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}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "17/52 weeks with commits",
"points": 11.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 17
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}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "215 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 215
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}
],
"max_points": 18
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{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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],
"value": 100,
"inputs": {
"releases_count": 60,
"latest_release_tag": "v1.11.0",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 4.6
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "60 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 60
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
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}
],
"max_points": 36
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{
"key": "release_cadence",
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"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 4.6
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}
],
"max_points": 27
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{
"key": "openssf_scorecard_signed_releases",
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"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
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]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
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"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
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"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
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]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 14,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 5,
"inputs": {
"forks": 0,
"stars": 3,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "3 stars",
"points": 4.9,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 3
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
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"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": true,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "no license file detected",
"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 38,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
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"contributors_sampled": 2,
"top_contributor_share": 0.724
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 72% of commits",
"points": 6.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 72
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"pr_acceptance"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"followers": 2,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "dataflow-operator",
"public_repos": 8,
"account_age_days": 192
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "2 followers of dataflow-operator",
"points": 3.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 2,
"login": "dataflow-operator"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "8 public repos, account ~0 yr old",
"points": 8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 8
}
},
{
"code": "account_age_years",
"params": {
"years": 0
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "59 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 59
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 62,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
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"data-streaming",
"dataflow",
"etl",
"kafka",
"trino",
"clickhouse",
"nessie",
"postgresql"
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"has_wiki": false,
"homepage": "https://dataflow-operator.github.io/docs/",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
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"components": [
{
"key": "readme",
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"points": 30,
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"details": [],
"max_points": 30
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{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "documentation_homepage_site",
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{
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
"name": "Topics",
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"code": "topics_count",
"params": {
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}
],
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},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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"name": "Security",
"value": 15,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
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"pct": 50
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}
],
"value": 15,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 3,
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"security_posture_before_jurisdiction": 30
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "ci_tests",
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"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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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",
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"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
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"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
}
}
],
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}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
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"has_tests": true,
"lockfiles": [
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],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
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],
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"has_linter_config": false,
"typecheck_configs": [],
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"toolchain_manifests": [
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],
"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": {
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}
}
],
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},
{
"key": "automated_tests",
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"points": 22,
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},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
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"detail": "Go (statically typed)",
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"status": "met",
"details": [
{
"code": "statically_typed_language",
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}
}
],
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},
{
"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": {
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}
}
],
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},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
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"details": [],
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}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"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"
}
}
],
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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."
}
],
"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
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.