Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 13:57 UTC

Netflix / genie

Distributed Big Data Orchestration Service

Java · GroovyApache-2.0★ 1,764 stars⑂ 375 forkssince Jun 2013View on GitHub ↗

Netflix/genie holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (75/100) and lowest on Vitality (50/100). It was last updated 9 days ago. 2 contributors account for most of its recent work.

62
overall / 100
Moderate

Software 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.

62
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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.

Ownership

Netflix, Inc.Organization
10,081 followers234 public repossince Jul 2011

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
npmgenie-ui1.2.832111232074 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

50Moderate · 22% of overall
How it's scored
28.8/36Push recency — last push 9 days ago
2.8/36Commit cadence — 4/52 weeks with commits
7.6/18Commit volume — 6 commits in the last year
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Inputs used
commits_last_year6
human_commit_share1
days_since_last_push9
active_weeks_last_year4
How it's scored
27/27Ships releases — 100 releases published
0/36Release recency — latest release 1,406 days ago
27/27Release cadence — a release every ~26.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv4.3.0
releases_from_tagsno
days_since_latest_release1,406
mean_days_between_releases26.7
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?

63Moderate · 18% of overall
How it's scored
52.7/60Stars — 1,764 stars
21.4/25Forks — 375 forks
15/15Watchers — 505 watchers
Inputs used
forks375
stars1,764
watchers505
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
31/80Monthly downloads — 211 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgenie-ui
dependents
ecosystemsnpm
total_downloads
monthly_downloads211
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

75Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.5/22.5Commit distribution — top contributor authored 49% of commits
13.5/13.5Contributor breadth — 34 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled34
top_contributor_share0.491
How it's scored
44.6/46.8Issue resolution — 95% of issues closed
34.7/38.3PR acceptance — 951/1,047 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs951
open_issues9
closed_issues181
issue_closed_ratio0.953
closed_unmerged_prs96
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 10,081 followers of Netflix
25/25Track record — 234 public repos, account ~15 yr old
Inputs used
followers10,081
owner_typeOrganization
is_verified
owner_loginNetflix
public_repos234
account_age_days5,488
How it's scored
25/25Published & resolvable — 1 package(s) on npm
4/35Publish recency — latest publish 2,074 days ago
20/20Version history — 123 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgenie-ui
ecosystemsnpm
any_deprecatedno
min_days_since_publish2,074

Engineering Quality

Are baseline engineering and documentation practices in place?

67Moderate · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 22 out of 30 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

65Moderate
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://netflix.github.io/genie
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsbig-data, bigdata, orchestration, configuration, configuration-management, java, spring-boot, distributed-systems, netflixoss, cloud, netflix-oss, microservice, microservices
has_wikino
homepagehttps://netflix.github.io/genie
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

52Moderate · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
1.8/2.5CI-Tests — 22 out of 30 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 142 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages18
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:genie-ui@1.2.83 runtime dependency closure — what installing the published package pulls in — 18 packages. Reachability is not analyzed.

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.

60Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
34.7/40Legible commit history — 65 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.65
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — build.gradle, genie-agent-app/build.gradle, genie-agent/build.gradle (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
10/10Reproducible environment — Dockerfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsbuild.gradle, genie-agent-app/build.gradle, genie-agent/build.gradle, genie-app/build.gradle, genie-client/build.gradle, genie-common-external/build.gradle, genie-common-internal/build.gradle, genie-common/build.gradle, genie-demo/build.gradle, genie-docs/build.gradle, genie-proto/build.gradle, genie-swagger/build.gradle, genie-test-web/build.gradle, genie-test/build.gradle, genie-ui/build.gradle, genie-web/build.gradle
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Java (statically typed)
54.7/55Manageable file sizes — 5/964 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes113,003
source_files_sampled964
oversized_source_files5
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — genie-proto/src/main/proto/genie.proto
0/20MCP server
40/40Runnable examples — example
Inputs used
example_dirsexample
has_mcp_signalno
api_schema_filesgenie-proto/src/main/proto/genie.proto

Key facts

1,764GitHub stars
34contributors
6commits, last 12 months
9days since last push
100releases
2bus factor
9open issues
Maven, npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 375 ⇿
0Stars
375Forks
100Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0125250375374162013-062019-122026-07
Major 1Minor 3Patch 15

Each point covers 12 days.

OpenSSF Scorecard 4.0 / 10
4.0aggregate

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).Scorecard v5.5.0 · 2026-07-23 13:57 UTC

9Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
7CI-Tests22 out of 30 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities142 existing vulnerabilities detected
Direct dependencies 16
RegistryPackageVersion constraintManifest
npmcreate-react-class^15.5.3genie-ui/package.json
npmfilesize^3.3.0genie-ui/package.json
npminstall^0.6.2genie-ui/package.json
npmjquery^3.3.1genie-ui/package.json
npmmoment-timezone^0.5.23genie-ui/package.json
npmprop-types^15.5.10genie-ui/package.json
npmrc-calendar^7.5.2genie-ui/package.json
npmrc-time-picker^2.2.1genie-ui/package.json
npmreact^15.1.0genie-ui/package.json
npmreact-cookie^0.4.5genie-ui/package.json
npmreact-copy-to-clipboard^4.1.0genie-ui/package.json
npmreact-dom^15.0.1genie-ui/package.json
npmreact-modal^1.4.0genie-ui/package.json
npmreact-router^2.3.0genie-ui/package.json
npmreact-select^1.0.0-beta13genie-ui/package.json
npmreact-switch^4.1.0genie-ui/package.json
All dependencies 32

Full resolved dependency set from the GitHub dependency graph: 17 direct and 15 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npmcreate-react-class^15.5.3direct
npmfilesize^3.3.0direct
npminstall^0.6.1direct
npminstall^0.6.2direct
npmjquery^3.3.1direct
npmmoment-timezone^0.5.23direct
npmprop-types^15.5.10direct
npmrc-calendar^7.5.2direct
npmrc-time-picker^2.2.1direct
npmreact^15.1.0direct
npmreact-cookie^0.4.5direct
npmreact-copy-to-clipboard^4.1.0direct
npmreact-dom^15.0.1direct
npmreact-modal^1.4.0direct
npmreact-router^2.3.0direct
npmreact-select^1.0.0-beta13direct
npmreact-switch^4.1.0direct
npmbabel-core^6.24.1indirect
npmbabel-loader^6.2.4indirect
npmbabel-plugin-transform-runtime^6.8.0indirect
npmbabel-preset-es2015^6.6.0indirect
npmbabel-preset-react^6.5.0indirect
npmbabel-preset-stage-0^6.5.0indirect
npmcss-loader^0.23.1indirect
npmfile-loader^0.8.5indirect
npmjson-loader^0.5.7indirect
npmnpm^6.13.4indirect
npmprettier^1.3.1indirect
npmstyle-loader^0.13.1indirect
npmurl-loader^0.5.7indirect
npmwebpack^1.13.0indirect
npmwebpack-dev-server^1.14.1indirect
Dependency advisories 0

Installing npm:genie-ui@1.2.83 pulls in 18 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "big-data",
        "bigdata",
        "orchestration",
        "configuration",
        "configuration-management",
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        "distributed-systems",
        "netflixoss",
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        "microservices"
      ],
      "is_fork": false,
      "size_kb": 232611,
      "has_wiki": false,
      "homepage": "https://netflix.github.io/genie",
      "languages": {
        "CSS": 121414,
        "HTML": 1891,
        "Java": 4449702,
        "Shell": 21652,
        "Groovy": 1445478,
        "Python": 21239,
        "PLpgSQL": 49173,
        "Dockerfile": 3330,
        "JavaScript": 79577,
        "Vim Snippet": 296
      },
      "pushed_at": "2026-07-13T23:55:51Z",
      "created_at": "2013-06-20T20:35:56Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-23T04:35:32Z",
      "description": "Distributed Big Data Orchestration Service",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Java",
      "significant_languages": [
        "Java",
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      ]
    },
    "owner": {
      "blog": "http://netflix.github.io/",
      "name": "Netflix, Inc.",
      "type": "Organization",
      "login": "Netflix",
      "company": null,
      "location": "Los Gatos, California",
      "followers": 10081,
      "avatar_url": "https://avatars.githubusercontent.com/u/913567?v=4",
      "created_at": "2011-07-13T20:20:01Z",
      "is_verified": null,
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      "account_age_days": 5488
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.3.0",
          "kind": "minor",
          "published_at": "2022-09-16T04:43:43Z"
        },
        {
          "tag": "v4.2.2",
          "kind": "patch",
          "published_at": "2022-08-24T22:29:05Z"
        },
        {
          "tag": "v4.2.1",
          "kind": "patch",
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          "kind": "patch",
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          "tag": "v4.2.0",
          "kind": "minor",
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        },
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          "tag": "v4.1.5",
          "kind": "patch",
          "published_at": "2022-02-10T00:21:07Z"
        },
        {
          "tag": "v4.1.4",
          "kind": "patch",
          "published_at": "2022-02-09T02:38:10Z"
        },
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          "tag": "v4.1.3",
          "kind": "patch",
          "published_at": "2022-02-02T18:47:02Z"
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          "tag": "v4.1.2",
          "kind": "patch",
          "published_at": "2022-01-27T21:24:49Z"
        },
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          "tag": "v4.1.1",
          "kind": "patch",
          "published_at": "2022-01-19T01:46:30Z"
        },
        {
          "tag": "v4.1.0",
          "kind": "minor",
          "published_at": "2022-01-14T20:18:45Z"
        },
        {
          "tag": "v4.0.6",
          "kind": "patch",
          "published_at": "2022-01-03T21:23:26Z"
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        {
          "tag": "v4.0.5",
          "kind": "patch",
          "published_at": "2021-12-14T23:20:56Z"
        },
        {
          "tag": "v4.0.4",
          "kind": "patch",
          "published_at": "2021-12-03T23:01:34Z"
        },
        {
          "tag": "v4.0.3",
          "kind": "patch",
          "published_at": "2021-12-03T17:46:08Z"
        },
        {
          "tag": "v4.0.2",
          "kind": "patch",
          "published_at": "2021-09-23T00:32:00Z"
        },
        {
          "tag": "v4.0.1",
          "kind": "patch",
          "published_at": "2021-09-21T19:10:12Z"
        },
        {
          "tag": "v4.0.0",
          "kind": "major",
          "published_at": "2021-07-21T18:24:19Z"
        },
        {
          "tag": "v4.0.0-rc.98",
          "kind": "prerelease",
          "published_at": "2021-06-23T17:56:10Z"
        },
        {
          "tag": "v4.0.0-rc.97",
          "kind": "prerelease",
          "published_at": "2021-06-17T16:19:38Z"
        },
        {
          "tag": "v4.0.0-rc.96",
          "kind": "prerelease",
          "published_at": "2021-05-14T18:57:24Z"
        },
        {
          "tag": "v4.0.0-rc.95",
          "kind": "prerelease",
          "published_at": "2021-04-27T04:02:21Z"
        },
        {
          "tag": "v4.0.0-rc.94",
          "kind": "prerelease",
          "published_at": "2021-04-23T16:44:34Z"
        },
        {
          "tag": "v4.0.0-rc.93",
          "kind": "prerelease",
          "published_at": "2021-04-23T17:08:22Z"
        },
        {
          "tag": "v4.0.0-rc.92",
          "kind": "prerelease",
          "published_at": "2021-04-01T19:47:38Z"
        },
        {
          "tag": "v4.0.0-rc.91",
          "kind": "prerelease",
          "published_at": "2021-03-17T16:36:10Z"
        },
        {
          "tag": "v4.0.0-rc.90",
          "kind": "prerelease",
          "published_at": "2021-03-11T20:49:31Z"
        },
        {
          "tag": "v4.0.0-rc.89",
          "kind": "prerelease",
          "published_at": "2021-03-05T22:39:37Z"
        },
        {
          "tag": "v4.0.0-rc.88",
          "kind": "prerelease",
          "published_at": "2021-02-23T06:10:10Z"
        },
        {
          "tag": "v4.0.0-rc.87",
          "kind": "prerelease",
          "published_at": "2021-02-16T17:57:51Z"
        },
        {
          "tag": "v4.0.0-rc.86",
          "kind": "prerelease",
          "published_at": "2021-02-03T03:21:53Z"
        },
        {
          "tag": "v3.3.22",
          "kind": "patch",
          "published_at": "2021-02-01T19:13:14Z"
        },
        {
          "tag": "v4.0.0-rc.85",
          "kind": "prerelease",
          "published_at": "2020-12-15T21:30:48Z"
        },
        {
          "tag": "v4.0.0-rc.84",
          "kind": "prerelease",
          "published_at": "2020-12-04T21:15:29Z"
        },
        {
          "tag": "v4.0.0-rc.83",
          "kind": "prerelease",
          "published_at": "2020-11-09T20:54:12Z"
        },
        {
          "tag": "v4.0.0-rc.82",
          "kind": "prerelease",
          "published_at": "2020-10-19T19:33:58Z"
        },
        {
          "tag": "v4.0.0-rc.81",
          "kind": "prerelease",
          "published_at": "2020-10-10T00:27:46Z"
        },
        {
          "tag": "v4.0.0-rc.80",
          "kind": "prerelease",
          "published_at": "2020-09-30T00:51:15Z"
        },
        {
          "tag": "v4.0.0-rc.79",
          "kind": "prerelease",
          "published_at": "2020-09-25T16:29:47Z"
        },
        {
          "tag": "v4.0.0-rc.78",
          "kind": "prerelease",
          "published_at": "2020-09-17T18:28:37Z"
        },
        {
          "tag": "v4.0.0-rc.77",
          "kind": "prerelease",
          "published_at": "2020-09-09T16:32:07Z"
        },
        {
          "tag": "v4.0.0-rc.76",
          "kind": "prerelease",
          "published_at": "2020-09-08T22:52:38Z"
        },
        {
          "tag": "v4.0.0-rc.75",
          "kind": "prerelease",
          "published_at": "2020-09-02T00:24:13Z"
        },
        {
          "tag": "v4.0.0-rc.74",
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          "headline": "Set env var BD_USER",
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          "headline": "Cover IllegalAttachmentFileNameException in GenieExceptionMapperTest …",
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          "is_bot": false,
          "headline": "Skip genie client integration tests if the docker container is not su…",
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          "is_bot": false,
          "headline": "Imporve delete unused files to be able to process in smaller trunks (…",
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          "headline": "Replace TravisCI with Github Actions",
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          "headline": "use converter to switch value between int and long",
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          "headline": "add test",
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          "headline": "Make the eagerly loaded job dependencies and job env variables to use…",
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          "body": "- Spring boot -> 2.6.7\n- Spring cloud -> 2021.0.2\n- Sping cloud aws -> 2.4.1",
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          "headline": "Make the Genie image key a property",
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          "headline": "Propagate the runtime execution information through V3 Job Execution …",
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          "headline": "Rename V4JobRequestProjection to just JobRequestProjection",
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          "headline": "Remove V3 Job request entity mapping",
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          "headline": "Add runtime information to V3 API command model",
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          "headline": "Add Runtime, RuntimeResources, ContainerImage DTO's to old V3 package",
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          "headline": "Enhance tests for persistence of compute and image data",
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          "oid": "269f6136ce9382e48cf323ff83714f21ad44262b",
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          "headline": "Modify job resolution to include resolution of all compute resources …",
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          "is_bot": false,
          "headline": "Introduce JobResolutionProperties",
          "author_name": "Tom Gianos",
          "author_login": "tgianos",
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          "author_name": "Tom Gianos",
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          "body": "Searching by tags for these entites results in a query using `group by` and `having`. This was working fine for the actual\ncontent queries but the count queries were getting messed up because it couldn't count the result properly as it was just\nand array of 1's being return (counting the group size \n[…]\nesn't return all the data). This way it\ndoesn't matter if there's a `group by` or not. Now the total results returned via the API in the `Page` object are correct and\npagination can continue properly.",
          "is_bot": false,
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          "is_bot": false,
          "headline": "Upgrade to Spring Boot 2.6.x",
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          "is_bot": false,
          "headline": "Upgrade to Gradle 7.3.3",
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                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 30 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "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": "142 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:genie-ui@1.2.83 runtime dependency closure — what installing the published package pulls in — 18 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:genie-ui@1.2.83",
                  "assessed": 18
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 18,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 18,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.65,
              "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": "65 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "build.gradle",
                "genie-agent-app/build.gradle",
                "genie-agent/build.gradle",
                "genie-app/build.gradle",
                "genie-client/build.gradle",
                "genie-common-external/build.gradle",
                "genie-common-internal/build.gradle",
                "genie-common/build.gradle",
                "genie-demo/build.gradle",
                "genie-docs/build.gradle",
                "genie-proto/build.gradle",
                "genie-swagger/build.gradle",
                "genie-test-web/build.gradle",
                "genie-test/build.gradle",
                "genie-ui/build.gradle",
                "genie-web/build.gradle"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "build.gradle, genie-agent-app/build.gradle, genie-agent/build.gradle (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "build.gradle, genie-agent-app/build.gradle, genie-agent/build.gradle"
                    }
                  }
                ],
                "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": "Java (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "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": "Java",
              "largest_source_bytes": 113003,
              "source_files_sampled": 964,
              "oversized_source_files": 5
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/964 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 964,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "example"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "genie-proto/src/main/proto/genie.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "genie-proto/src/main/proto/genie.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "genie-proto/src/main/proto/genie.proto"
                    }
                  }
                ],
                "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": "example",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example"
                    }
                  }
                ],
                "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T13:57:33.954756Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/Netflix/genie.svg",
  "full_name": "Netflix/genie",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 statisticsnpm.