Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-14 13:31 UTC
datasance / iofog-operator
Kubernetes Operator for Eclipse ioFog and Datasance PoT ControlPlane
datasance/iofog-operator holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (80/100) and lowest on Community & Adoption (12/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.
57
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
57
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
DATASANCEOrganization
8 followers44 public repossince Feb 2021
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
80
Development activity
73Good
How it's scored
| 36/36 | Push recency — last push 2 days ago |
| 9/36 | Commit cadence — 13/52 weeks with commits |
| 18/18 | Commit volume — 99 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 99 |
| human_commit_share | — |
| days_since_last_push | 2 |
| active_weeks_last_year | 13 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 51 releases published |
| 36/36 | Release recency — latest release 2 days ago |
| 27/27 | Release cadence — a release every ~14.3 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 51 |
| latest_release_tag | v3.8.1 |
| releases_from_tags | no |
| days_since_latest_release | 2 |
| mean_days_between_releases | 14.3 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
12
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 0/22.5 | README |
| 22.5/22.5 | License — recognized license (EPL-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | no |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
57
Maintainer resilience (bus factor)
41At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 8.8/22.5 | Commit distribution — top contributor authored 61% of commits |
| 13.5/13.5 | Contributor breadth — 12 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 12 |
| top_contributor_share | 0.611 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 38.2/38.3 | PR acceptance — 29/29 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 29 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
60Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 6.9/25 | Owner reach — 8 followers of Datasance |
| 22.9/25 | Track record — 44 public repos, account ~5 yr old |
Inputs used
| followers | 8 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Datasance |
| public_repos | 44 |
| account_age_days | 1,984 |
Engineering Quality
Are baseline engineering and documentation practices in place?
74
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yaml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
60Moderate
How it's scored
| 0/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://www.datasance.com |
| 0/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Inputs used
| topics | controller, datasance, helm, iofog, kubernetes, kubernetes-operator, nats, pot, skuppper-router |
| has_wiki | yes |
| homepage | https://www.datasance.com |
| has_readme | no |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
55
Security posture
55Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.5 |
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.
65
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
100Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yaml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/42 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 49,497 |
| source_files_sampled | 42 |
| oversized_source_files | 0 |
Key facts
0GitHub stars
12contributors
99commits, last 12 months
2days since last push
51releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
- Community profile unavailable
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/11 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 10
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/eclipse-iofog/iofog-go-sdk/v3 | v3.8.1 | go.mod |
| Go | github.com/go-logr/logr | v1.4.2 | go.mod |
| Go | github.com/stretchr/testify | v1.9.0 | go.mod |
| Go | k8s.io/api | v0.32.1 | go.mod |
| Go | k8s.io/apiextensions-apiserver | v0.32.1 | go.mod |
| Go | k8s.io/apimachinery | v0.32.1 | go.mod |
| Go | k8s.io/client-go | v0.32.1 | go.mod |
| Go | k8s.io/utils | v0.0.0-20241210054802-24370beab758 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.20.4 | go.mod |
| Go | sigs.k8s.io/yaml | v1.4.0 | go.mod |
All dependencies 63
Full resolved dependency set from the GitHub dependency graph: 10 direct and 53 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/eclipse-iofog/iofog-go-sdk/v3 | v3.8.1 | direct |
| Go | github.com/go-logr/logr | v1.4.2 | direct |
| Go | github.com/stretchr/testify | v1.9.0 | direct |
| Go | k8s.io/api | v0.32.1 | direct |
| Go | k8s.io/apiextensions-apiserver | v0.32.1 | direct |
| Go | k8s.io/apimachinery | v0.32.1 | direct |
| Go | k8s.io/client-go | v0.32.1 | direct |
| Go | k8s.io/utils | v0.0.0-20241210054802-24370beab758 | direct |
| Go | sigs.k8s.io/controller-runtime | v0.20.4 | direct |
| Go | sigs.k8s.io/yaml | v1.4.0 | direct |
| Go | github.com/beorn7/perks | v1.0.1 | indirect |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | indirect |
| Go | github.com/emicklei/go-restful/v3 | v3.11.0 | indirect |
| Go | github.com/evanphx/json-patch/v5 | v5.9.11 | indirect |
| Go | github.com/fsnotify/fsnotify | v1.7.0 | indirect |
| Go | github.com/fxamacker/cbor/v2 | v2.7.0 | indirect |
| Go | github.com/go-logr/zapr | v1.3.0 | indirect |
| Go | github.com/go-openapi/jsonpointer | v0.21.0 | indirect |
| Go | github.com/go-openapi/jsonreference | v0.20.2 | indirect |
| Go | github.com/go-openapi/swag | v0.23.0 | indirect |
| Go | github.com/gogo/protobuf | v1.3.2 | indirect |
| Go | github.com/golang/protobuf | v1.5.4 | indirect |
| Go | github.com/google/btree | v1.1.3 | indirect |
| Go | github.com/google/gnostic-models | v0.6.8 | indirect |
| Go | github.com/google/go-cmp | v0.6.0 | indirect |
| Go | github.com/google/gofuzz | v1.2.0 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/gorilla/websocket | v1.5.0 | indirect |
| Go | github.com/josharian/intern | v1.0.0 | indirect |
| Go | github.com/json-iterator/go | v1.1.12 | indirect |
| Go | github.com/mailru/easyjson | v0.7.7 | indirect |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | indirect |
| Go | github.com/modern-go/reflect2 | v1.0.2 | indirect |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | indirect |
| Go | github.com/pkg/errors | v0.9.1 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | indirect |
| Go | github.com/prometheus/client_golang | v1.19.1 | indirect |
| Go | github.com/prometheus/client_model | v0.6.1 | indirect |
| Go | github.com/prometheus/common | v0.55.0 | indirect |
| Go | github.com/prometheus/procfs | v0.15.1 | indirect |
| Go | github.com/spf13/pflag | v1.0.5 | indirect |
| Go | github.com/vmihailenco/msgpack/v5 | v5.4.1 | indirect |
| Go | github.com/vmihailenco/tagparser/v2 | v2.0.0 | indirect |
| Go | github.com/x448/float16 | v0.8.4 | indirect |
| Go | go.uber.org/multierr | v1.11.0 | indirect |
| Go | go.uber.org/zap | v1.27.0 | indirect |
| Go | golang.org/x/net | v0.55.0 | indirect |
| Go | golang.org/x/oauth2 | v0.27.0 | indirect |
| Go | golang.org/x/sync | v0.20.0 | indirect |
| Go | golang.org/x/sys | v0.45.0 | indirect |
| Go | golang.org/x/term | v0.43.0 | indirect |
| Go | golang.org/x/text | v0.37.0 | indirect |
| Go | golang.org/x/time | v0.7.0 | indirect |
| Go | gomodules.xyz/jsonpatch/v2 | v2.4.0 | indirect |
| Go | google.golang.org/protobuf | v1.35.1 | indirect |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.12.0 | indirect |
| Go | gopkg.in/inf.v0 | v0.9.1 | indirect |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirect |
| Go | k8s.io/klog/v2 | v2.130.1 | indirect |
| Go | k8s.io/kube-openapi | v0.0.0-20241105132330-32ad38e42d3f | indirect |
| Go | sigs.k8s.io/json | v0.0.0-20241010143419-9aa6b5e7a4b3 | indirect |
| Go | sigs.k8s.io/structured-merge-diff/v4 | v4.4.2 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"controller",
"datasance",
"helm",
"iofog",
"kubernetes",
"kubernetes-operator",
"nats",
"pot",
"skuppper-router"
],
"is_fork": true,
"size_kb": 23252,
"has_wiki": true,
"homepage": "https://www.datasance.com",
"languages": {
"Go": 260588,
"Shell": 37463,
"Makefile": 14000,
"Dockerfile": 2201,
"Go Template": 1815
},
"pushed_at": "2026-07-11T14:53:10Z",
"created_at": "2023-12-20T08:16:28Z",
"owner_type": "Organization",
"updated_at": "2026-07-10T09:03:51Z",
"description": "Kubernetes Operator for Eclipse ioFog and Datasance PoT ControlPlane",
"is_archived": false,
"is_disabled": false,
"license_spdx": "EPL-2.0",
"default_branch": "develop",
"primary_language": "Go",
"significant_languages": [
"Go",
"Shell"
]
},
"owner": {
"blog": "https://www.datasance.com/",
"name": "DATASANCE",
"type": "Organization",
"login": "Datasance",
"company": null,
"location": "Turkey",
"followers": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/78622192?v=4",
"created_at": "2021-02-05T21:27:25Z",
"is_verified": null,
"public_repos": 44,
"account_age_days": 1984
},
"activity": {
"releases_count": 51,
"commits_last_year": 99,
"latest_release_at": "2026-07-11T14:49:56Z",
"latest_release_tag": "v3.8.1",
"days_since_last_push": 2,
"active_weeks_last_year": 13,
"days_since_latest_release": 2,
"mean_days_between_releases": 14.3
},
"community": {
"has_readme": false,
"has_license": false,
"has_description": false,
"has_contributing": false,
"health_percentage": null,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 0,
"stars": 0,
"watchers": 0,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 49497,
"source_files_sampled": 42,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"go.mod"
],
"ecosystems": [
"go"
],
"dependencies": [
{
"name": "github.com/eclipse-iofog/iofog-go-sdk/v3",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v3.8.1"
},
{
"name": "github.com/go-logr/logr",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.4.2"
},
{
"name": "github.com/stretchr/testify",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.9.0"
},
{
"name": "k8s.io/api",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.32.1"
},
{
"name": "k8s.io/apiextensions-apiserver",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.32.1"
},
{
"name": "k8s.io/apimachinery",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.32.1"
},
{
"name": "k8s.io/client-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.32.1"
},
{
"name": "k8s.io/utils",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20241210054802-24370beab758"
},
{
"name": "sigs.k8s.io/controller-runtime",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.20.4"
},
{
"name": "sigs.k8s.io/yaml",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.4.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "github.com/eclipse-iofog/iofog-go-sdk/v3",
"direct": true,
"version": "v3.8.1",
"ecosystem": "go"
},
{
"name": "github.com/go-logr/logr",
"direct": true,
"version": "v1.4.2",
"ecosystem": "go"
},
{
"name": "github.com/stretchr/testify",
"direct": true,
"version": "v1.9.0",
"ecosystem": "go"
},
{
"name": "k8s.io/api",
"direct": true,
"version": "v0.32.1",
"ecosystem": "go"
},
{
"name": "k8s.io/apiextensions-apiserver",
"direct": true,
"version": "v0.32.1",
"ecosystem": "go"
},
{
"name": "k8s.io/apimachinery",
"direct": true,
"version": "v0.32.1",
"ecosystem": "go"
},
{
"name": "k8s.io/client-go",
"direct": true,
"version": "v0.32.1",
"ecosystem": "go"
},
{
"name": "k8s.io/utils",
"direct": true,
"version": "v0.0.0-20241210054802-24370beab758",
"ecosystem": "go"
},
{
"name": "sigs.k8s.io/controller-runtime",
"direct": true,
"version": "v0.20.4",
"ecosystem": "go"
},
{
"name": "sigs.k8s.io/yaml",
"direct": true,
"version": "v1.4.0",
"ecosystem": "go"
},
{
"name": "github.com/beorn7/perks",
"direct": false,
"version": "v1.0.1",
"ecosystem": "go"
},
{
"name": "github.com/cespare/xxhash/v2",
"direct": false,
"version": "v2.3.0",
"ecosystem": "go"
},
{
"name": "github.com/davecgh/go-spew",
"direct": false,
"version": "v1.1.2-0.20180830191138-d8f796af33cc",
"ecosystem": "go"
},
{
"name": "github.com/emicklei/go-restful/v3",
"direct": false,
"version": "v3.11.0",
"ecosystem": "go"
},
{
"name": "github.com/evanphx/json-patch/v5",
"direct": false,
"version": "v5.9.11",
"ecosystem": "go"
},
{
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},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 57,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 12,
"top_contributor_share": 0.611
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 61% of commits",
"points": 8.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 61
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "12 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 12
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"merged_prs": 29,
"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": "29/29 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 29,
"decided": 29
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/11 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"followers": 8,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "Datasance",
"public_repos": 44,
"account_age_days": 1984
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "8 followers of Datasance",
"points": 6.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 8,
"login": "Datasance"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "44 public repos, account ~5 yr old",
"points": 22.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 44
}
},
{
"code": "account_age_years",
"params": {
"years": 5
}
}
],
"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": 74,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"controller",
"datasance",
"helm",
"iofog",
"kubernetes",
"kubernetes-operator",
"nats",
"pot",
"skuppper-router"
],
"has_wiki": true,
"homepage": "https://www.datasance.com",
"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://www.datasance.com",
"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": "9 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 9
}
}
],
"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": null,
"notes": [],
"value": 55,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"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": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/11 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"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": 8
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 65,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"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.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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"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": 49497,
"source_files_sampled": 42,
"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": "0/42 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 42,
"oversized": 0
}
}
],
"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"
],
"report_type": "repository",
"generated_at": "2026-07-14T13:31:14.464187Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/datasance/iofog-operator.svg",
"full_name": "datasance/iofog-operator",
"license_state": "standard",
"license_spdx": "EPL-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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.