Public recordGood
Software health reportschema 0.9.0 · metrics 1.13.0 · 2026-07-13 23:15 UTC
devantler-tech / ksail
All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with built-in GitOps, secrets, AI assistant, and MCP server. Only requires Docker or a Cloud Provider.
devantler-tech/ksail holds a health index of 74 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (61/100). It was last updated today. 2 contributors account for most of its recent work.
74
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.
74
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
DevantlerTechOrganization
4 followers18 public repossince Aug 2024
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?
95
Development activity
98Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 33.9/36 | Commit cadence — 49/52 weeks with commits |
| 18/18 | Commit volume — 3,273 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 | 3,273 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 49 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~0.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v7.169.1 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
63
Popularity & adoption
43At risk
How it's scored
| 35.4/60 | Stars — 153 stars |
| 7.5/25 | Forks — 9 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 9 |
| stars | 153 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
86Excellent
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
61
Maintainer resilience (bus factor)
55Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 14.2/22.5 | Commit distribution — top contributor authored 37% of commits |
| 12.2/13.5 | Contributor breadth — 9 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 9 |
| top_contributor_share | 0.367 |
How it's scored
| 45/46.8 | Issue resolution — 96% of issues closed |
| 35.6/38.3 | PR acceptance — 4,414/4,742 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 2/19 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 4,414 |
| open_issues | 45 |
| closed_issues | 1,154 |
| issue_closed_ratio | 0.962 |
| closed_unmerged_prs | 328 |
Ownership & stewardship
48At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 5/25 | Owner reach — 4 followers of devantler-tech |
| 13.1/25 | Track record — 18 public repos, account ~1 yr old |
Inputs used
| followers | 4 |
| owner_type | Organization |
| is_verified | — |
| owner_login | devantler-tech |
| public_repos | 18 |
| account_age_days | 697 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 12 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml, eslint.config.mjs |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 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
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ksail.devantler.tech/ |
| 10/10 | Repository description |
| 10/10 | Topics — 20 topics |
| 0/10 | Wiki |
Inputs used
| topics | argocd, chat, cli, cloud-native, developer-tool, devops, docker, flux, github-copilot, gitops, helm, k3s, kind, kubernetes, local-development, mcp-server, provisioner, talos, tui, vcluster |
| has_wiki | no |
| homepage | https://ksail.devantler.tech/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
61
Security posture
61Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 |
| 0.8/7.5 | Code-Review — Found 2/19 approved changesets -- score normalized to 1 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | 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 |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 5/5 | SAST — SAST tool is run on all commits |
| 2/5 | Security-Policy — security policy file 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 |
| 0/7.5 | Vulnerabilities — 16 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 6.1 |
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.
84
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — .github/instructions/docs.instructions.md, .github/instructions/go-code.instructions.md, .github/instructions/go-testing.instructions.md, AGENTS.md, CLAUDE.md |
| 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 | .github/instructions/docs.instructions.md, .github/instructions/go-code.instructions.md, .github/instructions/go-testing.instructions.md, AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 27,156 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
94Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml, eslint.config.mjs |
| 11/11 | Static type checking — docs/tsconfig.json, vsce/tsconfig.json, web/ui/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | docs/tsconfig.json, vsce/tsconfig.json, web/ui/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.9/55 | Manageable file sizes — 3/1,935 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 518,857 |
| source_files_sampled | 1,935 |
| oversized_source_files | 3 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — demos |
Inputs used
| example_dirs | demos |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
153GitHub stars
9contributors
3,273commits, last 12 months
0days since last push
100releases
2bus factor
45open issues
Go, npmpackage ecosystems
Data collection warnings
- Could not fetch npm package 'ksail-docs' from its registry
- Could not fetch npm package 'ksail' from its registry
More detail
OpenSSF Scorecard 6.1 / 10
6.1aggregate
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 |
| 1 | Code-Review | Found 2/19 approved changesets -- score normalized to 1 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | 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 |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 10 | SAST | SAST tool is run on all commits |
| 4 | Security-Policy | security policy file 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 |
| 0 | Vulnerabilities | 16 existing vulnerabilities detected |
Direct dependencies 107
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/devantler-tech/ksail/v7 | v7.0.0-00010101000000-000000000000 | desktop/go.mod |
| Go | github.com/wailsapp/wails/v3 | v3.0.0-alpha.98 | desktop/go.mod |
| npm | @astrojs/starlight | ^0.41.3 | docs/package.json |
| npm | astro | ^7.0.6 | docs/package.json |
| npm | astro-mermaid | ^2.1.0 | docs/package.json |
| npm | mermaid | ^11.16.0 | docs/package.json |
| npm | sharp | ^0.35.3 | docs/package.json |
| npm | starlight-links-validator | ^0.25.2 | docs/package.json |
| Go | filippo.io/age | v1.3.1 | go.mod |
| Go | github.com/containerd/errdefs | v1.0.0 | go.mod |
| Go | github.com/derailed/k9s | v0.51.0 | go.mod |
| Go | github.com/docker/docker | v28.5.2+incompatible | go.mod |
| Go | github.com/docker/go-connections | v0.7.0 | go.mod |
| Go | github.com/fatih/color | v1.19.0 | go.mod |
| Go | github.com/fluxcd/helm-controller/api | v1.6.1 | go.mod |
| Go | github.com/fluxcd/kustomize-controller/api | v1.9.1 | go.mod |
| Go | github.com/fluxcd/pkg/apis/meta | v1.31.0 | go.mod |
| Go | github.com/fluxcd/source-controller/api | v1.9.1 | go.mod |
| Go | github.com/getsops/sops/v3 | v3.13.2 | go.mod |
| Go | github.com/gkampitakis/go-snaps | v0.5.22 | go.mod |
| Go | github.com/go-viper/mapstructure/v2 | v2.5.0 | go.mod |
| Go | github.com/google/go-containerregistry | v0.21.7 | go.mod |
| Go | github.com/jinzhu/copier | v0.4.0 | go.mod |
| Go | github.com/k3d-io/k3d/v5 | v5.9.0 | go.mod |
| Go | github.com/mitchellh/go-wordwrap | v1.0.1 | go.mod |
| Go | github.com/opencontainers/image-spec | v1.1.1 | go.mod |
| Go | github.com/siderolabs/talos | v1.14.0-alpha.1 | go.mod |
| Go | github.com/siderolabs/talos/pkg/machinery | v1.14.0-alpha.1 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.4 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.10 | go.mod |
| Go | github.com/spf13/viper | v1.21.0 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/yannh/kubeconform | v0.8.0 | go.mod |
| Go | golang.org/x/sync | v0.22.0 | go.mod |
| Go | golang.org/x/term | v0.44.0 | go.mod |
| Go | helm.sh/helm/v4 | v4.2.2 | go.mod |
| Go | k8s.io/api | v0.36.2 | go.mod |
| Go | k8s.io/apiextensions-apiserver | v0.36.2 | go.mod |
| Go | k8s.io/apimachinery | v0.36.2 | go.mod |
| Go | k8s.io/cli-runtime | v0.36.2 | go.mod |
| Go | k8s.io/client-go | v0.36.2 | go.mod |
| Go | k8s.io/kubectl | v0.36.2 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.24.1 | go.mod |
| Go | sigs.k8s.io/kind | v0.32.0 | go.mod |
| Go | sigs.k8s.io/kustomize/api | v0.21.1 | go.mod |
| Go | sigs.k8s.io/kustomize/kyaml | v0.21.1 | go.mod |
| Go | sigs.k8s.io/yaml | v1.6.0 | go.mod |
| Go | cloud.google.com/go/container | v1.53.0 | go.mod |
| Go | github.com/Azure/azure-sdk-for-go/sdk/azcore | v1.22.0 | go.mod |
| Go | github.com/Azure/azure-sdk-for-go/sdk/azidentity | v1.14.0 | go.mod |
| Go | github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/containerservice/armcontainerservice/v7 | v7.3.0 | go.mod |
| Go | github.com/BurntSushi/toml | v1.6.0 | go.mod |
| Go | github.com/Masterminds/semver/v3 | v3.5.0 | go.mod |
| Go | github.com/apricote/hcloud-upload-image/hcloudimages | v1.4.0 | go.mod |
| Go | github.com/atotto/clipboard | v0.1.4 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.42.1 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.27 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.26 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/eks | v1.88.1 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.43.5 | go.mod |
| Go | github.com/aws/smithy-go | v1.27.3 | go.mod |
| Go | github.com/charmbracelet/bubbles | v1.0.0 | go.mod |
| Go | github.com/charmbracelet/bubbletea | v1.3.10 | go.mod |
| Go | github.com/charmbracelet/glamour | v1.0.0 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.1-0.20250404203927-76690c660834 | go.mod |
| Go | github.com/cilium/cilium | v1.19.5 | go.mod |
| Go | github.com/cli/go-gh/v2 | v2.13.0 | go.mod |
| Go | github.com/coder/websocket | v1.8.15 | go.mod |
| Go | github.com/coreos/go-oidc/v3 | v3.19.0 | go.mod |
| Go | github.com/cosi-project/runtime | v1.16.2 | go.mod |
| Go | github.com/fsnotify/fsnotify | v1.10.1 | go.mod |
| Go | github.com/github/copilot-sdk/go | v1.0.5 | go.mod |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | go.mod |
| Go | github.com/google/cel-go | v0.29.1 | go.mod |
| Go | github.com/google/go-github/v72 | v72.0.0 | go.mod |
| Go | github.com/googleapis/gax-go/v2 | v2.22.0 | go.mod |
| Go | github.com/gopacket/gopacket | v1.7.0 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.4-0.20250319132907-e064f32e3674 | go.mod |
| Go | github.com/hetznercloud/hcloud-go/v2 | v2.44.0 | go.mod |
| Go | github.com/invopop/jsonschema | v0.14.0 | go.mod |
| Go | github.com/kubescape/kubescape/v3 | v3.0.48 | go.mod |
| Go | github.com/kubescape/opa-utils | v0.0.300 | go.mod |
| Go | github.com/loft-sh/log | v0.0.0-20240219160058-26d83ffb46ac | go.mod |
| Go | github.com/loft-sh/vcluster | v0.35.2 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/rancher/k3k | v1.1.0 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | go.mod |
| Go | github.com/siderolabs/crypto | v0.6.5 | go.mod |
| Go | github.com/siderolabs/gen | v0.8.7 | go.mod |
| Go | github.com/siderolabs/go-kubernetes | v0.2.40 | go.mod |
| Go | github.com/siderolabs/go-retry | v0.3.3 | go.mod |
| Go | github.com/siderolabs/image-factory | v1.3.3 | go.mod |
| Go | github.com/siderolabs/omni/client | v1.9.1 | go.mod |
| Go | github.com/sigstore/sigstore | v1.10.8 | go.mod |
| Go | github.com/sigstore/sigstore-go | v1.2.2 | go.mod |
| Go | github.com/zalando/go-keyring | v0.2.8 | go.mod |
| Go | golang.org/x/crypto | v0.53.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | golang.org/x/text | v0.39.0 | go.mod |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260622175928-b703f567277d | go.mod |
| Go | google.golang.org/grpc | v1.82.0 | go.mod |
| Go | google.golang.org/protobuf | v1.36.12-0.20260120151049-f2248ac996af | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | k8s.io/klog/v2 | v2.140.0 | go.mod |
| Go | sigs.k8s.io/kwok | v0.8.0 | go.mod |
| npm | vscode-kubernetes-tools-api | ^1.3.0 | vsce/package.json |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"argocd",
"chat",
"cli",
"cloud-native",
"developer-tool",
"devops",
"docker",
"flux",
"github-copilot",
"gitops",
"helm",
"k3s",
"kind",
"kubernetes",
"local-development",
"mcp-server",
"provisioner",
"talos",
"tui",
"vcluster"
],
"is_fork": false,
"size_kb": 763024,
"has_wiki": false,
"homepage": "https://ksail.devantler.tech/",
"languages": {
"Go": 11846858,
"CSS": 1347,
"HTML": 931,
"Shell": 5250,
"Makefile": 1419,
"Dockerfile": 8319,
"JavaScript": 4409,
"TypeScript": 698982,
"Go Template": 2901
},
"pushed_at": "2026-07-13T22:43:06Z",
"created_at": "2023-12-31T16:17:15Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T22:43:09Z",
"description": "All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with built-in GitOps, secrets, AI assistant, and MCP server. Only requires Docker or a Cloud Provider.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"primary_language": "Go"
},
"owner": {
"blog": "https://devantler.tech",
"name": "DevantlerTech",
"type": "Organization",
"login": "devantler-tech",
"company": null,
"location": "Denmark",
"followers": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/178524219?v=4",
"created_at": "2024-08-15T22:15:04Z",
"is_verified": null,
"public_repos": 18,
"account_age_days": 697
},
"activity": {
"releases_count": 100,
"commits_last_year": 3273,
"latest_release_at": "2026-07-13T23:09:49Z",
"latest_release_tag": "v7.169.1",
"days_since_last_push": 0,
"active_weeks_last_year": 49,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 9,
"stars": 153,
"watchers": 2,
"open_issues_and_prs": 50
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"demos"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
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"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 4,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "16 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": 2
},
"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": "good",
"name": "AI Readiness",
"value": 84,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".github/instructions/docs.instructions.md",
".github/instructions/go-code.instructions.md",
".github/instructions/go-testing.instructions.md",
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 27156
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/instructions/docs.instructions.md, .github/instructions/go-code.instructions.md, .github/instructions/go-testing.instructions.md, AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/instructions/docs.instructions.md, .github/instructions/go-code.instructions.md, .github/instructions/go-testing.instructions.md, AGENTS.md, 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": "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. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 94,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"docs/tsconfig.json",
"vsce/tsconfig.json",
"web/ui/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"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, eslint.config.mjs",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml, eslint.config.mjs"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "docs/tsconfig.json, vsce/tsconfig.json, web/ui/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/tsconfig.json, vsce/tsconfig.json, web/ui/tsconfig.json"
}
}
],
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 8,
"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": 518857,
"source_files_sampled": 1935,
"oversized_source_files": 3
},
"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": "3/1935 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1935,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"demos"
],
"has_mcp_signal": true,
"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": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "demos",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "demos"
}
}
],
"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": [
"Could not fetch npm package 'ksail-docs' from its registry",
"Could not fetch npm package 'ksail' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-13T23:15:51.510963Z",
"schema_version": "0.9.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/devantler-tech/ksail.svg",
"full_name": "devantler-tech/ksail",
"license_state": "custom",
"license_spdx": null
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.9.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.