Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 23:26 UTC

alperencelik / talos-operator

Talos Linux Operator to bootstrap Talos clusters via Kubernetes.

Go · TypeScriptApache-2.0★ 69 stars⑂ 5 forkssince Jun 2025View on GitHub ↗

alperencelik/talos-operator holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Vitality (88/100) and lowest on Security (37/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

67
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.

67
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

Alp Eren ÇelikPersonal account
24 followers24 public repossince Mar 2021

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/alperencelik/talos-operatorv0.6.1-345 days ago

Metrics by category

Vitality

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

88Excellent · 22% of overall
How it's scored
36/36Push recency — last push 5 days ago
22.8/36Commit cadence — 33/52 weeks with commits
18/18Commit volume — 160 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year160
human_commit_share0.9
days_since_last_push5
active_weeks_last_year33
How it's scored
27/27Ships releases — 33 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~10.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count33
latest_release_tagv0.6.1
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases10.3

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

58Moderate · 18% of overall
How it's scored
29.7/60Stars — 69 stars
5/25Forks — 5 forks
0/15Watchers — 1 watchers
Inputs used
forks5
stars69
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

57Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.7/22.5Commit distribution — top contributor authored 92% of commits
4.1/13.5Contributor breadth — 3 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.923
How it's scored
40.1/46.8Issue resolution — 86% of issues closed
34.6/38.3PR acceptance — 48/53 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3
Inputs used
merged_prs48
open_issues3
closed_issues18
issue_closed_ratio0.857
closed_unmerged_prs5
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
10.1/25Owner reach — 24 followers of alperencelik
20.9/25Track record — 24 public repos, account ~5 yr old
Inputs used
followers24
owner_typeUser
is_verified
owner_loginalperencelik
public_repos24
account_age_days1,956
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 5 days ago
20/20Version history — 34 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/alperencelik/talos-operator
ecosystemsgo
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://alperencelik.github.io/talos-operator/
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicskubernetes, machine, operator, talos, go
has_wikino
homepagehttps://alperencelik.github.io/talos-operator/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

37At risk · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 10/30 approved changesets -- score normalized to 3
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
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
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 156 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.7

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.

64Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 88 of 90 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.978
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — ui/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
6/10Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited
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
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configsui/tsconfig.json
agent_commit_share0.03
toolchain_manifestsgo.mod, hack/talos-client-examples/go.mod, hack/talos-imager/go.mod, ui/backend/go.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/82 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes58,806
source_files_sampled82
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples, samples
Inputs used
example_dirsexamples, samples
has_mcp_signalno
api_schema_files

Key facts

69GitHub stars
3contributors
160commits, last 12 months
5days since last push
33releases
1bus factor
3open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
21Releases

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.

12345512025-102026-022026-07
Major 0Minor 3Patch 18
OpenSSF Scorecard 3.7 / 10
3.7aggregate

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 23:26 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 10/30 approved changesets -- score normalized to 3
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities156 existing vulnerabilities detected
Direct dependencies 55
RegistryPackageVersion constraintManifest
Gogithub.com/Azure/operatortrace/operatortrace-gov0.5.0go.mod
Gogithub.com/alperencelik/kube-external-watcherv0.1.0go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.12go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.12go.mod
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/managerv1.19.11go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.88.3go.mod
Gogithub.com/aws/smithy-gov1.24.2go.mod
Gogithub.com/carolynvs/magexv0.9.0go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/magefile/magev1.15.0go.mod
Gogithub.com/onsi/ginkgo/v2v2.28.2go.mod
Gogithub.com/onsi/gomegav1.39.1go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
Gogithub.com/siderolabs/go-kubernetesv0.2.36go.mod
Gogithub.com/siderolabs/talosv1.13.0go.mod
Gogithub.com/siderolabs/talos/pkg/machineryv1.13.0go.mod
Gogo.opentelemetry.io/otelv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.33.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogolang.org/x/modv0.35.0go.mod
Gogoogle.golang.org/grpcv1.80.0go.mod
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afgo.mod
Gogopkg.in/yaml.v2v2.4.0go.mod
Gohelm.sh/helm/v3v3.20.2go.mod
Gok8s.io/apiv0.35.3go.mod
Gok8s.io/apimachineryv0.35.3go.mod
Gok8s.io/cli-runtimev0.35.3go.mod
Gok8s.io/client-gov0.35.3go.mod
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2go.mod
Gosigs.k8s.io/cluster-api-addon-provider-helmv0.6.4go.mod
Gosigs.k8s.io/controller-runtimev0.23.3go.mod
Gosigs.k8s.io/release-utilsv0.11.1go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
npm@tanstack/react-query^5.100.11ui/package.json
npm@testing-library/dom^10.4.1ui/package.json
npm@testing-library/jest-dom^6.6.4ui/package.json
npm@testing-library/react^16.3.0ui/package.json
npm@testing-library/user-event^13.5.0ui/package.json
npm@types/jest^27.5.2ui/package.json
npm@types/js-yaml^4.0.9ui/package.json
npm@types/node^16.18.126ui/package.json
npm@types/react^19.1.9ui/package.json
npm@types/react-dom^19.1.7ui/package.json
npmaxios^1.7.2ui/package.json
npmdagre^0.8.5ui/package.json
npmjs-yaml^4.1.0ui/package.json
npmlucide-react^0.575.0ui/package.json
npmreact^19.1.1ui/package.json
npmreact-dom^19.1.1ui/package.json
npmreact-router-dom^6.30.3ui/package.json
npmreact-scripts5.0.1ui/package.json
npmreactflow^11.11.4ui/package.json
npmtypescript^4.9.5ui/package.json
npmweb-vitals^2.1.4ui/package.json
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "kubernetes",
        "machine",
        "operator",
        "talos",
        "go"
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      "languages": {
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        "HTML": 1999,
        "Shell": 2811,
        "Makefile": 17886,
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        "TypeScript": 126308,
        "Go Template": 1852
      },
      "pushed_at": "2026-07-18T08:41:02Z",
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      "owner_type": "User",
      "updated_at": "2026-07-20T17:43:10Z",
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      "profile_has_license": true
    },
    "activity": {
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        },
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          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-01-29T22:11:32Z"
        },
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          "tag": "v0.3.8",
          "kind": "patch",
          "published_at": "2026-01-20T17:10:36Z"
        },
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          "tag": "v0.3.7",
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        },
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          "tag": "v0.0.1-rc4",
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        },
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          "kind": "prerelease",
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        }
      ],
      "recent_commits": [
        {
          "oid": "cdb8876add2c60868eb3ac5c51eaeebffe26c616",
          "body": null,
          "is_bot": false,
          "headline": "fix: helm chart readme",
          "author_name": "alperencelik",
          "author_login": "alperencelik",
          "committed_at": "2026-07-18T08:38:22Z",
          "body_truncated": false,
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        },
        {
          "oid": "1ee0e4ddd881be2c5cf033a295f32f4636df50eb",
          "body": null,
          "is_bot": false,
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          "author_login": "alperencelik",
          "committed_at": "2026-07-18T08:26:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe8c803d6c2baed095bf3fa6612151b3174d39af",
          "body": null,
          "is_bot": false,
          "headline": "refactor: drift detection for TalosMachine",
          "author_name": "alperencelik",
          "author_login": "alperencelik",
          "committed_at": "2026-07-18T07:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25858b48ab935c960c4788b6c79508de1ea75682",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version and appVersion to 0.6.0",
          "author_name": "alperencelik",
          "author_login": "alperencelik",
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          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b44474beb95a40e48548c94324256b4243e48d83",
          "body": "…liation (#73)\n\n* feat: Implement external watcher integration for TalosMachine reconciliation\n\n* feat: Update watcher poll interval to 180 seconds and add drift detection documentation",
          "is_bot": false,
          "headline": "feat: Implement external watcher integration for TalosMachine reconci…",
          "author_name": "Alp Eren Çelik",
          "author_login": "alperencelik",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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 detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "156 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": 3
            },
            "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": 64,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.978,
              "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": "88 of 90 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 88,
                      "sampled": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "ui/tsconfig.json"
              ],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [
                "go.mod",
                "hack/talos-client-examples/go.mod",
                "hack/talos-imager/go.mod",
                "ui/backend/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "ui/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ui/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 58806,
              "source_files_sampled": 82,
              "oversized_source_files": 0
            },
            "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": "0/82 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 82,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T23:26:22.793836Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alperencelik/talos-operator.svg",
  "full_name": "alperencelik/talos-operator",
  "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.