Public record
Software health reportschema 0.12.0 · metrics 2.10.0 · 2026-07-18 04:30 UTC

nscaledev / uni-compute

UNI Compute Service

GoApache-2.0★ 1 star⑂ 4 forkssince Aug 2024View on GitHub ↗
#unikorn#uni

nscaledev/uni-compute holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (92/100) and lowest on Community & Adoption (25/100). It was last updated today. A single contributor accounts for most of its recent work.

77
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

77
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

NscaleOrganization
64 followers71 public repossince Jan 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/unikorn-cloud/computepoints to another repo — not scoredv1.16.11-1009 days ago

Metrics by category

Vitality

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

92Excellent · 21% of overall

Development activity

94Exceptional
How it's scored
36/36Push recency — last push 0 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 202 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year202
human_commit_share—
days_since_last_push0
active_weeks_last_year44

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 9 days ago
27/27Release cadence — a release every ~7.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.16.11
releases_from_tagsno
days_since_latest_release9
mean_days_between_releases7.7

Community & Adoption

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

25At Risk · 17% of overall

Popularity & adoption

4Critical
How it's scored
0/60Stars — 1 stars
4/25Forks — 4 forks
0/15Watchers — 1 watchers
Inputs used
forks4
stars1
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Sustainability & Governance

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

68Good · 23% of overall

Maintainer resilience (bus factor)

40Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7.1/22.5Commit distribution — top contributor authored 69% of commits
13.5/13.5Contributor breadth — 13 contributors
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled13
top_contributor_share0.686

Issue & PR responsiveness

93Exceptional
How it's scored
42/42Issue resolution — 100% of issues closed
28.3/30PR acceptance — 290/307 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
10.5/15OpenSSF Scorecard: Code-Review — Found 19/25 approved changesets -- score normalized to 7
Inputs used
merged_prs290
open_issues0
closed_issues2
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio1
closed_unmerged_prs17
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

76Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
13/25Owner reach — 64 followers of nscaledev
17.9/25Track record — 71 public repos, account ~2 yr old
Inputs used
followers64
owner_typeOrganization
is_verified—
owner_loginnscaledev
public_repos71
account_age_days898
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

70Good · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yaml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 25 out of 25 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

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 2 topics
0/10Wiki
Inputs used
topicsunikorn, uni
has_wikino
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

62Moderate · 16% of overall

Security posture

62Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 25 out of 25 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
5.2/7.5Code-Review — Found 19/25 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not 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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.2
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

85Excellent · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes2,026
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yaml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
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

99Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
53.9/55Manageable file sizes — 1/52 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes95,524
source_files_sampled52
oversized_source_files1

Key facts

1GitHub stars
13contributors
202commits, last 12 months
0days since last push
100releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • go package 'github.com/unikorn-cloud/compute' points at a different repository (https://github.com/unikorn-cloud/compute); excluded from ecosystem scoring

More detail

OpenSSF Scorecard 6.2 / 10
6.2aggregate

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 · 2026-07-18 04:30 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 19/25 approved changesets -- score normalized to 7
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 19
RegistryPackageVersion constraintManifest
Gogithub.com/Masterminds/semver/v3v3.3.1go.mod
Gogithub.com/getkin/kin-openapiv0.132.0go.mod
Gogithub.com/go-chi/chi/v5v5.2.4go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/oapi-codegen/runtimev1.1.1go.mod
Gogithub.com/onsi/ginkgo/v2v2.22.0go.mod
Gogithub.com/onsi/gomegav1.36.1go.mod
Gogithub.com/pact-foundation/pact-go/v2v2.4.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/unikorn-cloud/corev1.18.0go.mod
Gogithub.com/unikorn-cloud/identityv1.17.8go.mod
Gogithub.com/unikorn-cloud/regionv1.19.0go.mod
Gogo.uber.org/mockv0.5.2go.mod
Gogolang.org/x/cryptov0.52.0go.mod
Gok8s.io/apiv0.33.1go.mod
Gok8s.io/apimachineryv0.33.1go.mod
Gok8s.io/utilsv0.0.0-20250502105355-0f33e8f1c979go.mod
Gosigs.k8s.io/controller-runtimev0.20.4go.mod
All dependencies 133

Full resolved dependency set from the GitHub dependency graph: 19 direct and 114 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/getkin/kin-openapiv0.132.0direct
Gogithub.com/go-chi/chi/v5v5.2.4direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/masterminds/semver/v3v3.3.1direct
Gogithub.com/oapi-codegen/runtimev1.1.1direct
Gogithub.com/onsi/ginkgo/v2v2.22.0direct
Gogithub.com/onsi/gomegav1.36.1direct
Gogithub.com/pact-foundation/pact-go/v2v2.4.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/unikorn-cloud/corev1.18.0direct
Gogithub.com/unikorn-cloud/identityv1.17.8direct
Gogithub.com/unikorn-cloud/regionv1.19.0direct
Gogo.uber.org/mockv0.5.2direct
Gogolang.org/x/cryptov0.52.0direct
Gok8s.io/apiv0.33.1direct
Gok8s.io/apimachineryv0.33.1direct
Gok8s.io/utilsv0.0.0-20250502105355-0f33e8f1c979direct
Gosigs.k8s.io/controller-runtimev0.20.4direct
Gogithub.com/apapsch/go-jsonmerge/v2v2.0.0indirect
Gogithub.com/beorn7/perksv1.0.1indirect
Gogithub.com/brunoga/deepv1.2.4indirect
Gogithub.com/cenkalti/backoff/v5v5.0.3indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/coreos/go-oidc/v3v3.14.1indirect
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/dprotaso/go-yitv0.0.0-20220510233725-9ba8df137936indirect
Gogithub.com/emicklei/go-restful/v3v3.12.2indirect
Gogithub.com/evanphx/json-patchv5.9.0+incompatibleindirect
Gogithub.com/evanphx/json-patch/v5v5.9.11indirect
Gogithub.com/felixge/httpsnoopv1.0.4indirect
Gogithub.com/fsnotify/fsnotifyv1.9.0indirect
Gogithub.com/fxamacker/cbor/v2v2.8.0indirect
Gogithub.com/go-jose/go-jose/v4v4.1.4indirect
Gogithub.com/go-logr/logrv1.4.3indirect
Gogithub.com/go-logr/stdrv1.2.2indirect
Gogithub.com/go-logr/zaprv1.3.0indirect
Gogithub.com/go-openapi/jsonpointerv0.21.1indirect
Gogithub.com/go-openapi/jsonreferencev0.21.0indirect
Gogithub.com/go-openapi/swagv0.23.1indirect
Gogithub.com/go-task/slim-sprig/v3v3.0.0indirect
Gogithub.com/go-viper/mapstructure/v2v2.4.0indirect
Gogithub.com/goccy/go-jsonv0.10.5indirect
Gogithub.com/goccy/go-yamlv1.17.1indirect
Gogithub.com/gogo/protobufv1.3.2indirect
Gogithub.com/google/btreev1.1.3indirect
Gogithub.com/google/gnostic-modelsv0.6.9indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/google/pprofv0.0.0-20241029153458-d1b30febd7dbindirect
Gogithub.com/gophercloud/gophercloudv1.14.1indirect
Gogithub.com/gophercloud/gophercloud/v2v2.10.0indirect
Gogithub.com/gophercloud/utilsv0.0.0-20231010081019-80377eca5d56indirect
Gogithub.com/gotnospirit/makepluralv0.0.0-20180622080156-a5f48d94d976indirect
Gogithub.com/gotnospirit/messageformatv0.0.0-20221001023931-dfe49f1eb092indirect
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.28.0indirect
Gogithub.com/hashicorp/go-uuidv1.0.3indirect
Gogithub.com/hashicorp/go-versionv1.7.0indirect
Gogithub.com/hashicorp/logutilsv1.0.0indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/josharian/internv1.0.0indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/kaptinlin/go-i18nv0.1.3indirect
Gogithub.com/kaptinlin/jsonschemav0.2.3indirect
Gogithub.com/mailru/easyjsonv0.9.0indirect
Gogithub.com/mitchellh/go-homedirv1.1.0indirect
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect2v1.0.2indirect
Gogithub.com/mohae/deepcopyv0.0.0-20170929034955-c48cc78d4826indirect
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822indirect
Gogithub.com/oapi-codegen/oapi-codegen/v2v2.5.0indirect
Gogithub.com/oasdiff/yamlv0.0.0-20250309154309-f31be36b4037indirect
Gogithub.com/oasdiff/yaml3v0.0.0-20250309153720-d2182401db90indirect
Gogithub.com/pelletier/go-toml/v2v2.2.4indirect
Gogithub.com/perimeterx/marshmallowv1.1.5indirect
Gogithub.com/pkg/errorsv0.9.1indirect
Gogithub.com/pmezard/go-difflibv1.0.1-0.20181226105442-5d4384ee4fb2indirect
Gogithub.com/prometheus/client_golangv1.23.2indirect
Gogithub.com/prometheus/client_modelv0.6.2indirect
Gogithub.com/prometheus/commonv0.67.5indirect
Gogithub.com/prometheus/procfsv0.20.1indirect
Gogithub.com/sagikazarmark/locaferov0.11.0indirect
Gogithub.com/sourcegraph/concv0.3.1-0.20240121214520-5f936abd7ae8indirect
Gogithub.com/speakeasy-api/jsonpathv0.6.0indirect
Gogithub.com/speakeasy-api/openapi-overlayv0.10.2indirect
Gogithub.com/spf13/aferov1.15.0indirect
Gogithub.com/spf13/castv1.10.0indirect
Gogithub.com/spf13/cobrav1.10.1indirect
Gogithub.com/spf13/viperv1.21.0indirect
Gogithub.com/spjmurray/go-utilv0.1.3indirect
Gogithub.com/subosito/gotenvv1.6.0indirect
Gogithub.com/vmware-labs/yaml-jsonpathv0.3.2indirect
Gogithub.com/x448/float16v0.8.4indirect
Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/contrib/bridges/prometheusv0.68.0indirect
Gogo.opentelemetry.io/otelv1.43.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.43.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.43.0indirect
Gogo.opentelemetry.io/otel/metricv1.43.0indirect
Gogo.opentelemetry.io/otel/sdkv1.43.0indirect
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0indirect
Gogo.opentelemetry.io/otel/tracev1.43.0indirect
Gogo.opentelemetry.io/proto/otlpv1.10.0indirect
Gogo.uber.org/multierrv1.11.0indirect
Gogo.uber.org/zapv1.27.0indirect
Gogo.yaml.in/yaml/v2v2.4.4indirect
Gogo.yaml.in/yaml/v3v3.0.4indirect
Gogolang.org/x/modv0.35.0indirect
Gogolang.org/x/netv0.55.0indirect
Gogolang.org/x/oauth2v0.35.0indirect
Gogolang.org/x/syncv0.20.0indirect
Gogolang.org/x/sysv0.45.0indirect
Gogolang.org/x/termv0.43.0indirect
Gogolang.org/x/textv0.37.0indirect
Gogolang.org/x/timev0.11.0indirect
Gogolang.org/x/toolsv0.44.0indirect
Gogomodules.xyz/jsonpatch/v2v2.5.0indirect
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260401024825-9d38bb4040a9indirect
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260401024825-9d38bb4040a9indirect
Gogoogle.golang.org/grpcv1.80.0indirect
Gogoogle.golang.org/protobufv1.36.11indirect
Gogopkg.in/evanphx/json-patch.v4v4.12.0indirect
Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/yaml.v2v2.4.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gok8s.io/apiextensions-apiserverv0.32.1indirect
Gok8s.io/client-gov0.33.1indirect
Gok8s.io/klog/v2v2.130.1indirect
Gok8s.io/kube-openapiv0.0.0-20250318190949-c8a335a9a2ffindirect
Gosigs.k8s.io/jsonv0.0.0-20241014173422-cfa47c3a1cc8indirect
Gosigs.k8s.io/randfillv1.0.0indirect
Gosigs.k8s.io/structured-merge-diff/v4v4.7.0indirect
Gosigs.k8s.io/yamlv1.4.0indirect
Raw JSON report machine-readable

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

Related records

Inspected repositories sharing catalogue tags or ecosystems with nscaledev/uni-compute. Read them side by side →

81nscaledev/uni-regionUNI Region ControllerExcellent80nscaledev/uni-identityFederated OIDC ServiceExcellent77nscaledev/uni-coreCore Shared LibrariesGood69sonofmagic/postcss-pluginsicebreaker's postcss-pluginsGood100moby/mobyThe Moby Project - a collaborative project for the container ecosystem to assemble container-based systemsExceptional100prometheus/prometheusThe Prometheus monitoring system and time series database.Exceptional

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 v2.10.0, schema v0.12.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go.