Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 18:23 UTC

gorse-io / gorse

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

Go · AssemblyApache-2.0★ 9,761 stars⑂ 911 forkssince Aug 2018View on GitHub ↗
#recommender-system#collaborative-filtering#go#knn#machine-learning

gorse-io/gorse holds a health index of 36 out of 100, placing it in the At risk band. It scores highest on Vitality (95/100) and lowest on Security (32/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

36
overall / 100
At risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

36
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.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

GorseOrganization
179 followers20 public repossince Nov 2020

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/gorse-io/gorsev0.5.11-555 days ago

Metrics by category

Vitality

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

95Excellent · 22% of overall

Development activity

98Excellent
How it's scored
36/36Push recency — last push 2 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 216 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year216
human_commit_share—
days_since_last_push2
active_weeks_last_year49

Release discipline

90Excellent
How it's scored
27/27Ships releases — 53 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~19.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count53
latest_release_tagv0.5.11
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases19.8

Community & Adoption

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

90Excellent · 18% of overall

Popularity & adoption

95Excellent
How it's scored
60/60Stars — 9,761 stars
24.7/25Forks — 911 forks
9.9/15Watchers — 62 watchers
Inputs used
forks911
stars9,761
watchers62
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?

65Moderate · 24% of overall

Maintainer resilience (bus factor)

26Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3.6/22.5Commit distribution — top contributor authored 84% of commits
13.5/13.5Contributor breadth — 61 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled61
top_contributor_share0.842

Issue & PR responsiveness

83Good
How it's scored
35/46.8Issue resolution — 75% of issues closed
34.8/38.3PR acceptance — 766/842 decided PRs merged
13.5/15OpenSSF Scorecard: Code-Review — Found 28/30 approved changesets -- score normalized to 9
Inputs used
merged_prs766
open_issues103
closed_issues306
issue_closed_ratio0.748
closed_unmerged_prs76

Ownership & stewardship

67Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
16.2/25Owner reach — 179 followers of gorse-io
20.9/25Track record — 20 public repos, account ~5 yr old
Inputs used
followers179
owner_typeOrganization
is_verified—
owner_logingorse-io
public_repos20
account_age_days2,065

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 5 days ago
20/20Version history — 55 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/gorse-io/gorse
ecosystemsgo
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 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

65Moderate
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://gorse.io
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsrecommender-system, collaborative-filtering, go, knn, machine-learning
has_wikino
homepagehttps://gorse.io
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

32At risk · 16% of overall

Security posture

26Critical
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 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
6.8/7.5Code-Review — Found 28/30 approved changesets -- score normalized to 9
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 3 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
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
0/7.5Vulnerabilities — 30 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier26
security_posture_before_jurisdiction51
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.

Dependency advisories

55Moderate
How it's scored
10.9/35Direct dependencies free of known advisories — 4 affected: github.com/weaviate/weaviate v1.27.0 (high 7.5), go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.42.0 (moderate 5.3), github.com/yuin/goldmark v1.7.16 (unknown), +1 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
30.3/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 219 days ago
Inputs used
sourceosv
advisories52
affected_packages10
assessed_packages314
unassessed_packages0
affected_by_severitycritical 2, high 3, moderate 2, low 1, unknown 2
direct_affected_packages4
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 314 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

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.

56Moderate · 0% of overall

Agent context & guidance

1Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
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)

88Excellent
How it's scored
18/18One-command bootstrap — common/bfloats/Makefile, common/bfloats/src/Makefile, common/floats/Makefile, common/floats/src/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — devcontainer, 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_filescommon/bfloats/Makefile, common/bfloats/src/Makefile, common/floats/Makefile, common/floats/src/Makefile
has_devcontaineryes
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

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
53.7/55Manageable file sizes — 6/247 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes103,352
source_files_sampled247
oversized_source_files6

Machine-readable interfaces

40At risk
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — protocol/cache_store.proto, protocol/data_store.proto, protocol/encoding.proto, protocol/protocol.proto, protocol/vector_store.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalno
api_schema_filesprotocol/cache_store.proto, protocol/data_store.proto, protocol/encoding.proto, protocol/protocol.proto, protocol/vector_store.proto

Key facts

9,761GitHub stars
61contributors
216commits, last 12 months
2days since last push
53releases
1bus factor
103open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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).Scorecard v5.5.0 · 2026-07-20 18:22 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 28/30 approved changesets -- score normalized to 9
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 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
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
0Vulnerabilities30 existing vulnerabilities detected
Direct dependencies 99
RegistryPackageVersion constraintManifest
Gocloud.google.com/go/storagev1.61.3go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.20.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.6.3go.mod
Gogithub.com/XSAM/otelsqlv0.41.0go.mod
Gogithub.com/araddon/dateparsev0.0.0-20210429162001-6b43995a97dego.mod
Gogithub.com/bits-and-blooms/bitsetv1.24.4go.mod
Gogithub.com/c-bata/goptunav0.9.0go.mod
Gogithub.com/cenkalti/backoff/v5v5.0.3go.mod
Gogithub.com/chewxy/math32v1.11.1go.mod
Gogithub.com/coreos/go-oidc/v3v3.17.0go.mod
Gogithub.com/deckarep/golang-set/v2v2.8.0go.mod
Gogithub.com/emicklei/go-restful-openapi/v2v2.12.0go.mod
Gogithub.com/emicklei/go-restful/v3v3.13.0go.mod
Gogithub.com/evanphx/json-patch/v5v5.9.11go.mod
Gogithub.com/expr-lang/exprv1.17.8go.mod
Gogithub.com/fsnotify/fsnotifyv1.9.0go.mod
Gogithub.com/fsouza/fake-gcs-serverv1.54.0go.mod
Gogithub.com/fxtlabs/primesv0.0.0-20150821004651-dad82d10a449go.mod
Gogithub.com/go-openapi/strfmtv0.26.1go.mod
Gogithub.com/go-playground/localesv0.14.1go.mod
Gogithub.com/go-playground/universal-translatorv0.18.1go.mod
Gogithub.com/go-playground/validator/v10v10.30.1go.mod
Gogithub.com/go-resty/resty/v2v2.17.2go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
Gogithub.com/go-viper/mapstructure/v2v2.5.0go.mod
Gogithub.com/gomlx/gomlxv0.27.2go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/securecookiev1.1.2go.mod
Gogithub.com/gorse-io/dashboardv0.5.20260714go.mod
Gogithub.com/gorse-io/gorse-gov0.5.0-alpha.3.0.20260613082921-062d740c10a2go.mod
Gogithub.com/invopop/jsonschemav0.13.0go.mod
Gogithub.com/jaswdr/fakerv1.19.1go.mod
Gogithub.com/jellydator/ttlcache/v3v3.4.0go.mod
Gogithub.com/juju/errorsv1.0.0go.mod
Gogithub.com/juju/ratelimitv1.0.2go.mod
Gogithub.com/klauspost/cpuid/v2v2.3.0go.mod
Gogithub.com/lafikl/consistentv0.0.0-20220512074542-bdd3606bfc3ego.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/madflojo/testcertsv1.5.0go.mod
Gogithub.com/mailru/go-clickhouse/v2v2.5.1go.mod
Gogithub.com/matttproud/golang_protobuf_extensionsv1.0.4go.mod
Gogithub.com/milvus-io/milvus/client/v2v2.6.5go.mod
Gogithub.com/milvus-io/milvus/pkg/v2v2.6.7-0.20251201120310-af64f2acba38go.mod
Gogithub.com/minio/minio-go/v7v7.0.99go.mod
Gogithub.com/modern-go/reflect2v1.0.2go.mod
Gogithub.com/nikolalohinski/gonja/v2v2.7.0go.mod
Gogithub.com/olekukonko/tablewriterv1.1.4go.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/qdrant/go-clientv1.18.2go.mod
Gogithub.com/rakyll/statikv0.1.8go.mod
Gogithub.com/redis/go-redis/extra/redisotel/v9v9.18.0go.mod
Gogithub.com/redis/go-redis/v9v9.18.0go.mod
Gogithub.com/samber/lov1.53.0go.mod
Gogithub.com/sashabaranov/go-openaiv1.41.2go.mod
Gogithub.com/schollz/progressbar/v3v3.19.0go.mod
Gogithub.com/sclevine/yjv0.0.0-20210612025309-737bdf40a5d1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/spf13/viperv1.21.0go.mod
Gogithub.com/steinfletcher/apitestv1.6.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/swaggest/swguiv1.8.5go.mod
Gogithub.com/tiktoken-go/tokenizerv0.7.0go.mod
Gogithub.com/weaviate/weaviatev1.27.0go.mod
Gogithub.com/weaviate/weaviate-go-client/v4v4.16.1go.mod
Gogithub.com/yuin/goldmarkv1.7.16go.mod
Gogithub.com/zalando/go-keyringv0.2.8go.mod
Gogo.mongodb.org/mongo-driverv1.17.9go.mod
Gogo.opentelemetry.io/contrib/instrumentation/github.com/emicklei/go-restful/otelrestfulv0.67.0go.mod
Gogo.opentelemetry.io/contrib/instrumentation/go.mongodb.org/mongo-driver/mongo/otelmongov0.67.0go.mod
Gogo.opentelemetry.io/otelv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.42.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.42.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.42.0go.mod
Gogo.opentelemetry.io/otel/exporters/zipkinv1.42.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0go.mod
Gogo.uber.org/atomicv1.11.0go.mod
Gogo.uber.org/zapv1.27.1go.mod
Gogolang.org/x/expv0.0.0-20260312153236-7ab1446f8b90go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/sysv0.43.0go.mod
Gogolang.org/x/termv0.42.0go.mod
Gogoogle.golang.org/apiv0.272.0go.mod
Gogoogle.golang.org/grpcv1.80.0go.mod
Gogoogle.golang.org/grpc/security/advancedtlsv1.0.0go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
Gogopkg.in/natefinch/lumberjack.v2v2.2.1go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gogorm.io/driver/clickhousev0.7.0go.mod
Gogorm.io/driver/mysqlv1.6.0go.mod
Gogorm.io/driver/postgresv1.6.0go.mod
Gogorm.io/driver/sqlitev1.6.0go.mod
Gogorm.io/gormv1.31.1go.mod
Gomodernc.org/quickjsv0.17.1go.mod
Gomodernc.org/sortutilv1.2.1go.mod
Gomodernc.org/sqlitev1.52.0go.mod
Gomodernc.org/strutilv1.2.1go.mod
All dependencies 314

Full resolved dependency set from the GitHub dependency graph: 97 direct and 217 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gocloud.google.com/go/storagev1.61.3direct
Gogithub.com/araddon/dateparsev0.0.0-20210429162001-6b43995a97dedirect
Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.20.0direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azblobv1.6.3direct
Gogithub.com/bits-and-blooms/bitsetv1.24.4direct
Gogithub.com/c-bata/goptunav0.9.0direct
Gogithub.com/cenkalti/backoff/v5v5.0.3direct
Gogithub.com/chewxy/math32v1.11.1direct
Gogithub.com/coreos/go-oidc/v3v3.17.0direct
Gogithub.com/deckarep/golang-set/v2v2.8.0direct
Gogithub.com/emicklei/go-restful-openapi/v2v2.12.0direct
Gogithub.com/emicklei/go-restful/v3v3.13.0direct
Gogithub.com/evanphx/json-patch/v5v5.9.11direct
Gogithub.com/expr-lang/exprv1.17.8direct
Gogithub.com/fsnotify/fsnotifyv1.9.0direct
Gogithub.com/fsouza/fake-gcs-serverv1.54.0direct
Gogithub.com/fxtlabs/primesv0.0.0-20150821004651-dad82d10a449direct
Gogithub.com/go-openapi/strfmtv0.26.1direct
Gogithub.com/go-playground/localesv0.14.1direct
Gogithub.com/go-playground/universal-translatorv0.18.1direct
Gogithub.com/go-playground/validator/v10v10.30.1direct
Gogithub.com/go-resty/resty/v2v2.17.2direct
Gogithub.com/go-sql-driver/mysqlv1.9.3direct
Gogithub.com/go-viper/mapstructure/v2v2.5.0direct
Gogithub.com/gomlx/gomlxv0.27.2direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/gorilla/securecookiev1.1.2direct
Gogithub.com/gorse-io/dashboardv0.5.20260714direct
Gogithub.com/gorse-io/gorse-gov0.5.0-alpha.3.0.20260613082921-062d740c10a2direct
Gogithub.com/invopop/jsonschemav0.13.0direct
Gogithub.com/jaswdr/fakerv1.19.1direct
Gogithub.com/jellydator/ttlcache/v3v3.4.0direct
Gogithub.com/juju/errorsv1.0.0direct
Gogithub.com/juju/ratelimitv1.0.2direct
Gogithub.com/klauspost/cpuid/v2v2.3.0direct
Gogithub.com/lafikl/consistentv0.0.0-20220512074542-bdd3606bfc3edirect
Gogithub.com/lib/pqv1.12.3direct
Gogithub.com/madflojo/testcertsv1.5.0direct
Gogithub.com/mailru/go-clickhouse/v2v2.5.1direct
Gogithub.com/matttproud/golang_protobuf_extensionsv1.0.4direct
Gogithub.com/milvus-io/milvus/client/v2v2.6.5direct
Gogithub.com/milvus-io/milvus/pkg/v2v2.6.7-0.20251201120310-af64f2acba38direct
Gogithub.com/minio/minio-go/v7v7.0.99direct
Gogithub.com/modern-go/reflect2v1.0.2direct
Gogithub.com/nikolalohinski/gonja/v2v2.7.0direct
Gogithub.com/olekukonko/tablewriterv1.1.4direct
Gogithub.com/pkg/errorsv0.9.1direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/qdrant/go-clientv1.18.2direct
Gogithub.com/rakyll/statikv0.1.8direct
Gogithub.com/redis/go-redis/extra/redisotel/v9v9.18.0direct
Gogithub.com/redis/go-redis/v9v9.18.0direct
Gogithub.com/samber/lov1.53.0direct
Gogithub.com/sashabaranov/go-openaiv1.41.2direct
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Gogithub.com/sclevine/yjv0.0.0-20210612025309-737bdf40a5d1direct
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Dependency advisories 10

This repository publishes no package the index resolves, so its own dependency graph was assessed — 314 packages, which also include development and test pins that never ship: 10 carry known advisories, of which 4 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
github.com/jackc/pgx/v5v5.6.0indirectcritical65.9.2
golang.org/x/cryptov0.50.0indirectcritical270.52.0
github.com/weaviate/weaviatev1.27.0directhigh21.33.4
github.com/buger/jsonparserv1.1.1indirecthigh21.1.2
github.com/go-jose/go-jose/v4v4.1.3indirecthigh24.1.4
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.42.0directmoderate21.43.0
golang.org/x/netv0.53.0indirectmoderate70.55.0
filippo.io/edwards25519v1.1.0indirectlow21.1.1
github.com/yuin/goldmarkv1.7.16directunknown11.7.17
golang.org/x/sysv0.43.0directunknown10.44.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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                "key": "fuzzing",
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              },
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                "key": "security_policy",
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                "detail": "security policy file not detected",
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              },
              {
                "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": "30 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 314 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 314
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "source": "osv",
              "advisories": 52,
              "affected_packages": 10,
              "assessed_packages": 314,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 3, moderate 2, low 1, unknown 2",
              "direct_affected_packages": 4
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "4 affected: github.com/weaviate/weaviate v1.27.0 (high 7.5), go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.42.0 (moderate 5.3), github.com/yuin/goldmark v1.7.16 (unknown), +1 more",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 4,
                      "packages": "github.com/weaviate/weaviate v1.27.0 (high 7.5), go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.42.0 (moderate 5.3), github.com/yuin/goldmark v1.7.16 (unknown)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 219 days ago",
                "points": 30.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 2,
                      "oldest": 219
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 314,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Russia"
                    }
                  }
                ],
                "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": 56,
        "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": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "common/bfloats/Makefile",
                "common/bfloats/src/Makefile",
                "common/floats/Makefile",
                "common/floats/src/Makefile"
              ],
              "has_devcontainer": true,
              "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": "common/bfloats/Makefile, common/bfloats/src/Makefile, common/floats/Makefile, common/floats/src/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "common/bfloats/Makefile, common/bfloats/src/Makefile, common/floats/Makefile, common/floats/src/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": "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": "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": "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": "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": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 103352,
              "source_files_sampled": 247,
              "oversized_source_files": 6
            },
            "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": "6/247 source files over 60KB",
                "points": 53.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 247,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "protocol/cache_store.proto",
                "protocol/data_store.proto",
                "protocol/encoding.proto",
                "protocol/protocol.proto",
                "protocol/vector_store.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "protocol/cache_store.proto, protocol/data_store.proto, protocol/encoding.proto, protocol/protocol.proto, protocol/vector_store.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "protocol/cache_store.proto, protocol/data_store.proto, protocol/encoding.proto, protocol/protocol.proto, protocol/vector_store.proto"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T18:23:11.455895Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gorse-io/gorse.svg",
  "full_name": "gorse-io/gorse",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0 — full methodology · metrics wiki.

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