Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 05:23 UTC

bhavishyaa-sahuu / kubestellar

KubeStellar - a flexible solution for multi-cluster configuration management for edge, multi-cloud, and hybrid cloud

Go · ShellApache-2.0★ 0 stars⑂ 0 forkssince Jun 2026forkView on GitHub ↗

bhavishyaa-sahuu/kubestellar holds a health index of 49 out of 100, placing it in the At risk band. It scores highest on AI Readiness (88/100) and lowest on Community & Adoption (12/100). It was last updated 33 days ago. 2 contributors account for most of its recent work.

49
overall / 100
At risk

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.

49
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

bhavishyaa-sahuuPersonal account
0 followers6 public repossince Nov 2025

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/kubestellar/kubestellarpoints to another repo — not scoredv0.30.0-8075 days ago

Metrics by category

Vitality

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

72Good · 22% of overall
How it's scored
18/36Push recency — last push 33 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 658 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year658
human_commit_share0.49
days_since_last_push33
active_weeks_last_year44
How it's scored
16.2/27Ships releases — 79 version tags (no GitHub releases)
36/36Release recency — latest release 75 days ago
19.8/27Release cadence — a release every ~45.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count79
latest_release_tagv0.30.0
releases_from_tagsyes
days_since_latest_release75
mean_days_between_releases45.7
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?

12Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
0/22.5README
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_readmeno
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

31At risk · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.4/22.5Commit distribution — top contributor authored 32% of commits
13.5/13.5Contributor breadth — 87 contributors
10/10OpenSSF Scorecard: Contributors — project has 23 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled87
top_contributor_share0.316
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
0/25Owner reach — 0 followers of bhavishyaa-sahuu
7.5/25Track record — 6 public repos, account ~0 yr old
Inputs used
followers0
owner_typeUser
is_verified
owner_loginbhavishyaa-sahuu
public_repos6
account_age_days253
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

75Good · 20% of overall
How it's scored
24/24CI workflows — 26 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yaml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

50Moderate
How it's scored
0/30README
25/25Documentation directory
15/15Documentation / homepage site — https://kubestellar.io
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://kubestellar.io
has_readmeno
has_docs_diryes
has_descriptionno

Security

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

55Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 23 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 36 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.

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.

88Excellent · 0% of overall
How it's scored
45/45Agent instructions — docs/CLAUDE.md
0/15Machine-readable docs (llms.txt)
32.7/40Legible commit history — 30 of 49 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.612
agent_instruction_filesdocs/CLAUDE.md
agent_instruction_max_bytes728
How it's scored
18/18One-command bootstrap — Makefile, test/performance/latency-controller/makefile
22/22Automated tests
11/11Lint / format config — .golangci.yaml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
8/10Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 12 of the last 100 commits are automated dependency updates
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, test/performance/latency-controller/makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0.04
toolchain_manifestsgo.mod
dependency_bot_commit_share0.12
How it's scored
45/45Type-checkable code — Go (statically typed)
54.5/55Manageable file sizes — 1/108 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes63,459
source_files_sampled108
oversized_source_files1

Key facts

0GitHub stars
87contributors
658commits, last 12 months
33days since last push
79releases
2bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • Community profile unavailable
  • go package 'github.com/kubestellar/kubestellar' points at a different repository (https://github.com/kubestellar/kubestellar); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-07-28 05:22 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 23 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackaginginternal error: Client.Actions.ListWorkflowRunsByFileName: internal error: ListWorkflowRunsByFileName: GET https://api.github.com/repos/bhavishyaa-sahuu/kubestellar/actions/workflows/goreleaser.yml/runs?status=success: 404 Not Found []
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities36 existing vulnerabilities detected
Direct dependencies 24
RegistryPackageVersion constraintManifest
Gogithub.com/dop251/gojav0.0.0-20240220182346-e401ed450204go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/google/cel-gov0.22.0go.mod
Gogithub.com/kubestellar/kubeflexv0.9.3go.mod
Gogithub.com/onsi/ginkgo/v2v2.22.2go.mod
Gogithub.com/onsi/gomegav1.36.2go.mod
Gogithub.com/prometheus/client_golangv1.19.1go.mod
Gogithub.com/spf13/pflagv1.0.6go.mod
Gogolang.org/x/timev0.7.0go.mod
Gogoogle.golang.org/protobufv1.36.10go.mod
Gok8s.io/apiv0.32.13go.mod
Gok8s.io/apiextensions-apiserverv0.32.13go.mod
Gok8s.io/apimachineryv0.32.13go.mod
Gok8s.io/apiserverv0.32.13go.mod
Gok8s.io/cli-runtimev0.32.13go.mod
Gok8s.io/client-gov0.32.13go.mod
Gok8s.io/code-generatorv0.32.13go.mod
Gok8s.io/component-basev0.32.13go.mod
Gok8s.io/klog/v2v2.130.1go.mod
Gok8s.io/kubernetesv1.32.13go.mod
Gok8s.io/utilsv0.0.0-20241104100929-3ea5e8cea738go.mod
Goopen-cluster-management.io/apiv1.0.0go.mod
Gosigs.k8s.io/controller-runtimev0.20.4go.mod
Gosigs.k8s.io/yamlv1.4.0go.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
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          "headline": "Merge pull request #3784 from kubestellar/dependabot/github_actions/d…",
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          "headline": "Merge pull request #3783 from kubestellar/dependabot/github_actions/g…",
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          "headline": "Self-reference updates for release 0.30.0",
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          "is_bot": false,
          "headline": "goreleaser deprecation: update kos.repository to kos.repositories to …",
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          "is_bot": false,
          "headline": "goreleaser deprecation: update kos.repository to kos.repositories to …",
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          "body": "…comply with v2.5+. Issue: 3776\n\nSigned-off-by: Raj Aryan <18raj06@gmail.com>",
          "is_bot": false,
          "headline": "goreleaser deprecation: update kos.repository to kos.repositories to …",
          "author_name": "Raj Aryan",
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          "is_bot": true,
          "headline": "Merge pull request #3778 from MikeSpreitzer/fix-3777",
          "author_name": "kubestellar-prow[bot]",
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          "committed_at": "2026-05-08T20:47:36Z",
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          "body": "Removed the job step that displays transport-controller-config,\nbecause it no longer is part of the design.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Remove outdated debug job step",
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          "body": "✨ Update self-references for release 0.30.0-rc.1",
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          "headline": "Merge pull request #3774 from MikeSpreitzer/prep4-0300rc1",
          "author_name": "Mike Spreitzer",
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          "is_bot": false,
          "headline": "Update self-references for release 0.30.0-rc.1",
          "author_name": "Mike Spreitzer",
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          "oid": "4194934c89af406c8871e5d794ed370cfde474d8",
          "body": "…ons-2626\n\n🌱 Restrict workflow token permissions",
          "is_bot": true,
          "headline": "Merge pull request #3765 from AkashKumar7902/harden-workflow-permissi…",
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          "body": "…entelemetry.io/otel/sdk-1.43.0\n\nBump go.opentelemetry.io/otel/sdk from 1.39.0 to 1.43.0",
          "is_bot": true,
          "headline": "Merge pull request #3757 from kubestellar/dependabot/go_modules/go.op…",
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          "body": "Bumps [go.opentelemetry.io/otel/sdk](https://github.com/open-telemetry/opentelemetry-go) from 1.39.0 to 1.43.0.\n- [Release notes](https://github.com/open-telemetry/opentelemetry-go/releases)\n- [Changelog](https://github.com/open-telemetry/opentelemetry-go/blob/main/CHANGELOG.md)\n- [Commits](https://\n[…]\n...v1.43.0)\n\n---\nupdated-dependencies:\n- dependency-name: go.opentelemetry.io/otel/sdk\n  dependency-version: 1.43.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump go.opentelemetry.io/otel/sdk from 1.39.0 to 1.43.0",
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          "body": "…entelemetry.io/otel-1.41.0\n\nBump go.opentelemetry.io/otel from 1.39.0 to 1.41.0",
          "is_bot": true,
          "headline": "Merge pull request #3773 from kubestellar/dependabot/go_modules/go.op…",
          "author_name": "kubestellar-prow[bot]",
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          "committed_at": "2026-05-07T20:01:36Z",
          "body_truncated": false,
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        {
          "oid": "cc5e193496efe2e1c074fc42564811c5471e40ad",
          "body": "Bumps [go.opentelemetry.io/otel](https://github.com/open-telemetry/opentelemetry-go) from 1.39.0 to 1.41.0.\n- [Release notes](https://github.com/open-telemetry/opentelemetry-go/releases)\n- [Changelog](https://github.com/open-telemetry/opentelemetry-go/blob/main/CHANGELOG.md)\n- [Commits](https://gith\n[…]\n39.0...v1.41.0)\n\n---\nupdated-dependencies:\n- dependency-name: go.opentelemetry.io/otel\n  dependency-version: 1.41.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump go.opentelemetry.io/otel from 1.39.0 to 1.41.0",
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          "body": "Bumps [google.golang.org/grpc](https://github.com/grpc/grpc-go) from 1.65.0 to 1.79.3.\n- [Release notes](https://github.com/grpc/grpc-go/releases)\n- [Commits](https://github.com/grpc/grpc-go/compare/v1.65.0...v1.79.3)\n\n---\nupdated-dependencies:\n- dependency-name: google.golang.org/grpc\n  dependency-version: 1.79.3\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump google.golang.org/grpc from 1.65.0 to 1.79.3 (#3743)",
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          "committed_at": "2026-05-07T14:57:16Z",
          "body_truncated": false,
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        {
          "oid": "293fe08fae119f31626dd5a9bb355faecf4647b4",
          "body": "…oreleaser/goreleaser-action-7.2.1\n\nBump goreleaser/goreleaser-action from 7.0.0 to 7.2.1",
          "is_bot": true,
          "headline": "Merge pull request #3770 from kubestellar/dependabot/github_actions/g…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-05-07T05:58:19Z",
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        {
          "oid": "91739c9bff3062f1e55e9cdcef601699c53135fa",
          "body": "…ocker/login-action-4.1.0\n\nBump docker/login-action from 4.0.0 to 4.1.0",
          "is_bot": true,
          "headline": "Merge pull request #3754 from kubestellar/dependabot/github_actions/d…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-05-01T04:43:13Z",
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        {
          "oid": "7f88bb6c0def7490214f7ed6be0ac47767bdf094",
          "body": "…ctions/setup-go-6.4.0\n\nBump actions/setup-go from 6.3.0 to 6.4.0",
          "is_bot": true,
          "headline": "Merge pull request #3749 from kubestellar/dependabot/github_actions/a…",
          "author_name": "kubestellar-prow[bot]",
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          "committed_at": "2026-05-01T04:37:13Z",
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        {
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          "body": "✨ Build using Go version 1.26",
          "is_bot": true,
          "headline": "Merge pull request #3769 from MikeSpreitzer/build-with-go-126",
          "author_name": "kubestellar-prow[bot]",
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          "committed_at": "2026-05-01T04:31:13Z",
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          "headline": "Bump goreleaser/goreleaser-action from 7.0.0 to 7.2.1",
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          "headline": "Merge pull request #3747 from kubestellar/dependabot/github_actions/a…",
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          "is_bot": true,
          "headline": "Merge pull request #3762 from kubestellar/dependabot/go_modules/githu…",
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          "is_bot": true,
          "headline": "Bump azure/setup-kubectl from 4.0.1 to 5.1.0",
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          "body": "Bumps [azure/setup-helm](https://github.com/azure/setup-helm) from 4.3.1 to 5.0.0.\n- [Release notes](https://github.com/azure/setup-helm/releases)\n- [Changelog](https://github.com/Azure/setup-helm/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/azure/setup-helm/compare/1a275c3b69536ee54be43f2\n[…]\n- dependency-name: azure/setup-helm\n  dependency-version: 5.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump azure/setup-helm from 4.3.1 to 5.0.0",
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          "headline": "Bump anchore/sbom-action from 0.21.1 to 0.24.0",
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          "headline": "🌱 Bump aquasecurity/trivy-action to v0.35.0",
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          "headline": "fix(binding): use OR semantics in SelectorsMatchLabels for clusterSel…",
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          "headline": "Merge pull request #3735 from Sanchit2662/fix/managedclusters-metrics…",
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          "headline": "Merge pull request #3741 from MikeSpreitzer/bump-setup-go-v6.3.0",
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          "oid": "68f0daf80acf40d2631286c36f9093d29d765c98",
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        {
          "oid": "efcd4cfdfb90b4356afcb776f854ead48745abb8",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Bump actions/setup-go from v6.2.0 to v6.3.0",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-03-16T22:06:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d93b0347e671e2b5e1b5d8e7f261316b22d30c58",
          "body": "🌱 Bump goreleaser/goreleaser-action from v6.4.0 to v7.0.0",
          "is_bot": true,
          "headline": "Merge pull request #3740 from MikeSpreitzer/bump-goreleaser-action-v7",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-03-16T21:52:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbd3d1f764699a7315149652884cf92ec16a07fd",
          "body": "Upgrades the action runtime to Node 24, migrates to ESM, and\nincludes pinned internal action versions for improved security.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Bump goreleaser/goreleaser-action from v6.4.0 to v7.0.0",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-03-16T17:40:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c70b8915b210bc0328351a1c905faa0e59572d2e",
          "body": "Signed-off-by: Sanchit2662 <sanchit2662@gmail.com>",
          "is_bot": false,
          "headline": "fix: correct ManagedCluster resource name typo in metrics GVR",
          "author_name": "Sanchit2662",
          "author_login": "Sanchit2662",
          "committed_at": "2026-03-07T22:31:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b2f52257b9c1334ec7997f82c0b2612d8a1b8f3",
          "body": "Add a Console section linking to the live KubeStellar Console dashboard\nat console.kubestellar.io. The console is a key part of the KubeStellar\necosystem and should be discoverable from the main project README.\n\nSigned-off-by: Andrew Anderson <andy@clubanderson.com>",
          "is_bot": false,
          "headline": "📖 Add Console section to README with link to console.kubestellar.io",
          "author_name": "Andrew Anderson",
          "author_login": "clubanderson",
          "committed_at": "2026-03-05T20:57:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c15c68f220b9c287f3623b1e4c99cd400003f98",
          "body": "…er-string-method\n\n✨ util: add String() method to ObjectIdentifier for readable logs",
          "is_bot": true,
          "headline": "Merge pull request #3713 from AritraDey-Dev/pr/aritra/object-identifi…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-17T05:28:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd22b4c1d23081f1741bd6fcbed10f7c007e0b58",
          "body": "Adds tests covering the three key cases for the String() method:\n\n- namespaced object with an api group (e.g. apps/v1 Deployment)\n- cluster-scoped object with no namespace (e.g. ClusterRole)\n- core group resource where GVK.Group is empty (e.g. v1 Pod)\n\nThe output format uses parentheses 'group/resource(namespace/name)'\nas requested by maintainers for better log parsing.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "util: add unit tests for ObjectIdentifier.String()",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-16T20:32:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a64244868f2de3962bb4a2f390719866bc974ee9",
          "body": "ObjectIdentifier is used in log messages across the binding and status\ncontrollers. Without a String() method, klog prints it as a big nested\nJSON blob that is hard to read.\n\nWith this change, the String() method produces readable output using\na compact parenthesized format:\n\n  objectIdentifier=\"app\n[…]\nthorization.k8s.io/v1/clusterroles(admin)\"\n\nCore resources with an empty group (like Pods) are also handled\ncorrectly and render as \"v1/pods(ns/name)\".\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "util: add String() method to ObjectIdentifier for readable logs",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-16T20:32:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3104d7231629e86ac03d4cff8f85c9c5bb5d89b8",
          "body": "🐛 Added ginkgo prereq test only when --test-type=ginkgo",
          "is_bot": true,
          "headline": "Merge pull request #3715 from xonas1101/bug-check-ginkgo-prereq",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-14T06:10:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2ddaaed518342e72043dcf1da1fa36abf81a29b",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "changes minimum required version",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-14T05:41:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfd71c5175d910150c682c5bb15283a89c124f36",
          "body": "…lution-wrong-map-lookup\n\n🐛 fix: correct wrong map lookups in workstatus change detection",
          "is_bot": true,
          "headline": "Merge pull request #3717 from AritraDey-Dev/pr/aritra/fix-status-reso…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-14T05:38:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2daf70eb8ebb2e5b08c3898ce77d222ecd034588",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "Added specific release for ginkgo, minimum required version",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-14T05:35:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9502ed301e57b35742c28d4aeda27d8ecd79b4ea",
          "body": "🌱 Bump three workflow dependencies",
          "is_bot": true,
          "headline": "Merge pull request #3708 from MikeSpreitzer/bumps-60210",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-14T05:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "312a222fe260308185f3265134a02fcf77dd66e5",
          "body": "docker/login-action\nactions/checkout\nactions/setup-python\n\nSigned-off-by: Mike Spreitzer <mspreitzibm@gmail.com>",
          "is_bot": false,
          "headline": "Bump three workflow dependencies",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-02-13T22:59:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea37eb088266e0d0a0444d1c0819a84e8c48ee7a",
          "body": "🐛 Improve troubled Pod detection in demo env test",
          "is_bot": true,
          "headline": "Merge pull request #3718 from xonas1101/bug-tolerate-failing-pods",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-13T22:56:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bedd37923fb360e25a32dddf2b2aac7f9938f8e9",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "added tolerance for failing pods",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-13T11:08:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a97b8cef7c404f7fe03d20e1531b657d72674d4",
          "body": "When checking if groupBy or combinedFields values changed, the code\nwas looking up previous values from the wrong map (selectEval). This\nmeant changes could go unnoticed and CombinedStatus would not update.\n\nFixed by reading from groupByEval in the groupBy loop and from\ncombinedFieldsEval in the combinedFields loop.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "fix: correct wrong map lookups in workstatus change detection",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-13T10:33:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2750b05ce63499a088bd430e40a21d5d18e9054",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "addressed requested changes",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-13T09:28:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a3aadc21aeb0e074e0681232f80236833ca0a33",
          "body": "🐛 Recover the overview image for the root README.md",
          "is_bot": true,
          "headline": "Merge pull request #3702 from waltforme/main",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-13T05:32:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "405479ee0b352841eee352be4f5d0fb3e8e9f382",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "addressed changes requested",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-13T00:49:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc0d5e568ea8ce97d19c82fc26188e9856bb0249",
          "body": "Signed-off-by: xonas1101 <aarushsingh1305@gmail.com>",
          "is_bot": false,
          "headline": "Added ginkgo prereq test only when --test-type=ginkgo",
          "author_name": "xonas1101",
          "author_login": "xonas1101",
          "committed_at": "2026-02-13T00:40:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c08c6890491b60cb6ca0b952a64afd021d1f2951",
          "body": "…st-isapigroupallowed\n\n🌱 util: add missing test cases for `IsAPIGroupAllowed`",
          "is_bot": true,
          "headline": "Merge pull request #3714 from AritraDey-Dev/pr/aritra/add-negative-te…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-12T20:12:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24eadaa44f2c18a5876d6a65489b092cd7f0c941",
          "body": "The existing tests only covered positive cases where a group is\nallowed. This adds two more cases to cover the full behavior:\n\n- a group that is not in the allowed set (should return false)\n- an empty set, which means no restrictions (should return true,\n  same as nil)\n\nThese new cases make it easier to understand the function's semantics\nand catch regressions if someone changes the len==0 check.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "util: add missing test cases for IsAPIGroupAllowed",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-12T19:12:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "604cfe853ab9259b85ab7b8ac773b7daf192d672",
          "body": "…elpers-with-stdlib\n\n🌱 use stdlib slices.Equal and slices.Clone, remove dead code",
          "is_bot": true,
          "headline": "Merge pull request #3710 from AritraDey-Dev/pr/aritra/replace-slice-h…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-12T18:50:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a846a91748f7a8875a1369dba2d1a171e6cf51cc",
          "body": "…ntains-with-stdlib\n\n🌱  binding: replace custom `SliceContains` with `slices.Contains` from stdlib",
          "is_bot": true,
          "headline": "Merge pull request #3709 from AritraDey-Dev/pr/aritra/replace-sliceco…",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-12T18:45:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33426f0ab9579c3f550072ff920e62067a90ec19",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Better organize images currently in the root of the repo",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-02-12T14:49:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41883e98cea28ded02fa8bdd01720a1dff45f91d",
          "body": "SliceEqual does the same thing as slices.Equal and SliceCopy does the\nsame thing as slices.Clone, both available since Go 1.21. This commit\nreplaces all 6 call sites of SliceEqual and the 1 call site of\nSliceCopy with the standard library versions, then removes both\nfunctions from the package.\n\nUsing the standard library means less custom code to maintain and\nmakes the codebase easier to read for anyone familiar with Go.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "abstract: replace SliceEqual and SliceCopy with stdlib equivalents",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-11T17:22:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f8376a0bdb21fe17f235f9a3321cd6993e89dcc",
          "body": "SliceHas and SliceFilter have zero usages anywhere in the codebase.\nSliceHas is also an exact copy of slices.Contains from the Go standard\nlibrary. Removing them keeps the package clean and easy to navigate.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "abstract: remove unused SliceHas and SliceFilter",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-11T17:21:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "048e0bdb6ae592569782882579b055403fa2bb74",
          "body": "The binding pkg had a hand-rolled generic function SliceContains\nthat does exactly what slices.Contains from the Go standard library\ndoes. Since the project already uses Go 1.24, we can just use the\nstdlib version instead.\n\nThis removes the custom function and updates all call sites in\npkg/binding/selectors.go and the matching integration test to use\nslices.Contains directly.\n\nSigned-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "binding: replace custom SliceContains with slices.Contains from stdlib",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-11T16:53:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "670fa97b8b2502dfbb822e7b01f1906ced3f62f1",
          "body": "🐛 chore: refine API descriptions and manifests",
          "is_bot": true,
          "headline": "Merge pull request #3706 from AritraDey-Dev/fix-typos-and-manifests",
          "author_name": "kubestellar-prow[bot]",
          "author_login": "kubestellar-prow[bot]",
          "committed_at": "2026-02-10T23:29:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d71173329d46a424febc319d89f291f78883065",
          "body": "Signed-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "chore: regenerate manifests",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-07T15:23:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f4c0e2426c49a755c13aa09b565356bfee93d63",
          "body": "Signed-off-by: Aritra Dey <adey01027@gmail.com>",
          "is_bot": false,
          "headline": "chore: fix typos in comments",
          "author_name": "Aritra Dey",
          "author_login": "AritraDey-Dev",
          "committed_at": "2026-02-07T15:23:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e330f61235521daeec188d635ab485942accc8f2",
          "body": "Co-authored-by: GitHub Actions <noreply@github.com>",
          "is_bot": false,
          "headline": "🌱 Sync workflows from kubestellar/infra (#3705)",
          "author_name": "Andy Anderson",
          "author_login": "clubanderson",
          "committed_at": "2026-02-06T03:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edaf265d289a319594f443c8108ee86ff6ca3600",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Recover the overview graphic in the root README.md",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-02-03T04:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
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      "commits_last_year": 658,
      "latest_release_at": "2026-05-13T21:20:51Z",
      "latest_release_tag": "v0.30.0",
      "releases_from_tags": true,
      "days_since_last_push": 33,
      "active_weeks_last_year": 44,
      "days_since_latest_release": 75,
      "mean_days_between_releases": 45.7
    },
    "community": {
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      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
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          "name": "github.com/kubestellar/kubestellar",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": false,
          "registry_url": "https://pkg.go.dev/github.com/kubestellar/kubestellar",
          "is_deprecated": false,
          "latest_version": "v0.30.0",
          "repository_url": "https://github.com/kubestellar/kubestellar",
          "versions_count": 80,
          "total_downloads": null,
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          "days_since_latest_publish": 75
        }
      ]
    },
    "popularity": {
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      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
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      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "test/performance/latency-controller/makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "go.mod"
      ],
      "largest_source_bytes": 63459,
      "source_files_sampled": 108,
      "oversized_source_files": 1,
      "agent_instruction_files": [
        "docs/CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 728
    },
    "dependencies": {
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      ],
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      },
      "ecosystems": [
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      ],
      "dependencies": [
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              },
              {
                "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": 31,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 87,
              "top_contributor_share": 0.316
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 32% of commits",
                "points": 15.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 32
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "87 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 87
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 23 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "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"
                  ]
                }
              },
              {
                "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": "critical",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 22,
            "inputs": {
              "followers": 0,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "bhavishyaa-sahuu",
              "public_repos": 6,
              "account_age_days": 253
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of bhavishyaa-sahuu",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "bhavishyaa-sahuu"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~0 yr old",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 6
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "26 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "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": ".golangci.yaml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://kubestellar.io",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://kubestellar.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 55,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 23 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "internal error: Client.Actions.ListWorkflowRunsByFileName: internal error: ListWorkflowRunsByFileName: GET https://api.github.com/repos/bhavishyaa-sahuu/kubestellar/actions/workflows/goreleaser.yml/runs?status=success: 404 Not Found []",
                "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 4",
                "points": 2,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "36 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 11
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.612,
              "agent_instruction_files": [
                "docs/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 728
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/CLAUDE.md"
                    }
                  }
                ],
                "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": "30 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 32.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 30,
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "test/performance/latency-controller/makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.04,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.12
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, test/performance/latency-controller/makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, test/performance/latency-controller/makefile"
                    }
                  }
                ],
                "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": ".golangci.yaml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "4 of the last 100 commits agent-authored or agent-credited",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "12 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 12,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 63459,
              "source_files_sampled": 108,
              "oversized_source_files": 1
            },
            "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": "1/108 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 108,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Community profile unavailable",
    "go package 'github.com/kubestellar/kubestellar' points at a different repository (https://github.com/kubestellar/kubestellar); excluded from ecosystem scoring",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T05:23:13.293763Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bhavishyaa-sahuu/kubestellar.svg",
  "full_name": "bhavishyaa-sahuu/kubestellar",
  "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 statisticsGo.