Public recordGood
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 20:25 UTC
Edgenesis / shifu
Kubernetes-native IoT gateway
Edgenesis/shifu holds a health index of 80 out of 100, placing it in the Good band. It scores highest on Vitality (94/100) and lowest on Security (60/100). It was last updated today. 2 contributors account for most of its recent work.
80
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.
80
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
EdgenesisOrganization
80 followers21 public repossince Aug 2021
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/edgenesis/shifu | v0.101.0 | - | 225 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
94
Development activity
90Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 25.6/36 | Commit cadence — 37/52 weeks with commits |
| 18/18 | Commit volume — 150 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 | 150 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 37 |
Release discipline
100Excellent
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 ~6.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v0.101.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 6.8 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
85
Popularity & adoption
78Good
How it's scored
| 51.2/60 | Stars — 1,426 stars |
| 17.8/25 | Forks — 138 forks |
| 8.9/15 | Watchers — 41 watchers |
Inputs used
| forks | 138 |
| stars | 1,426 |
| watchers | 41 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 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?
71
Maintainer resilience (bus factor)
62Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 13.2/22.5 | Commit distribution — top contributor authored 42% of commits |
| 13.5/13.5 | Contributor breadth — 44 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 44 |
| top_contributor_share | 0.415 |
Issue & PR responsiveness
68Moderate
How it's scored
| 37.5/46.8 | Issue resolution — 80% of issues closed |
| 29.4/38.3 | PR acceptance — 1,026/1,336 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 1/8 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 1,026 |
| open_issues | 18 |
| closed_issues | 73 |
| issue_closed_ratio | 0.802 |
| closed_unmerged_prs | 310 |
Ownership & stewardship
63Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 13.7/25 | Owner reach — 80 followers of Edgenesis |
| 19.7/25 | Track record — 21 public repos, account ~4 yr old |
Inputs used
| followers | 80 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Edgenesis |
| public_repos | 21 |
| account_age_days | 1,806 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 225 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/edgenesis/shifu |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 10 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 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://shifu.dev |
| 10/10 | Repository description |
| 10/10 | Topics — 20 topics |
| 0/10 | Wiki |
Inputs used
| topics | iot, internet-of-things, iot-platform, kubernetes, edge, digital-twin, w3c, web-of-things, wot, cloud, cloud-native, industrial-iot, iot-middleware, iiot, industrial-edge, mqtt, opc-ua, cncf, lwm2m, physical-ai |
| has_wiki | no |
| homepage | https://shifu.dev |
| 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?
60
Security posture
53Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 1.5/7.5 | 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 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 0.8/7.5 | Code-Review — Found 1/8 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 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 |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.3 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
89Excellent
How it's scored
| 26.6/35 | Direct dependencies free of known advisories — 1 affected: golang.org/x/crypto v0.54.0 (unknown) |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 40/40 | No advisories left outstanding — no advisory has been public longer than 90 days |
Inputs used
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 137 |
| unassessed_packages | 5 |
| affected_by_severity | high 1, unknown 1 |
| direct_affected_packages | 1 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 137 resolved dependencies against OSV. 5 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.
78
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — 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 | CLAUDE.md |
| agent_instruction_max_bytes | 3,870 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
86Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, pkg/k8s/crd/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile, pkg/k8s/crd/Makefile |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | — |
| 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) |
| 55/55 | Manageable file sizes — 0/134 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 20,240 |
| source_files_sampled | 134 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, samples |
Inputs used
| example_dirs | examples, samples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
1,426GitHub stars
44contributors
150commits, last 12 months
0days since last push
100releases
2bus factor
18open issues
Gopackage ecosystems
More detail
OpenSSF Scorecard 5.3 / 10
5.3aggregate
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 |
| 2 | 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 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 1 | Code-Review | Found 1/8 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 26
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/eclipse/paho.mqtt.golang | v1.5.1 | go.mod |
| Go | github.com/gopcua/opcua | v0.9.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | k8s.io/apimachinery | v0.36.2 | go.mod |
| Go | k8s.io/client-go | v0.36.2 | go.mod |
| Go | github.com/DATA-DOG/go-sqlmock | v1.5.2 | go.mod |
| Go | github.com/briandowns/spinner | v1.23.2 | go.mod |
| Go | github.com/go-sql-driver/mysql | v1.10.0 | go.mod |
| Go | github.com/microsoft/go-mssqldb | v1.10.0 | go.mod |
| Go | github.com/minio/minio-go/v7 | v7.2.1 | go.mod |
| Go | github.com/mochi-co/mqtt | v1.3.2 | go.mod |
| Go | github.com/onsi/ginkgo/v2 | v2.32.0 | go.mod |
| Go | github.com/onsi/gomega | v1.42.1 | go.mod |
| Go | github.com/openai/openai-go | v1.12.0 | go.mod |
| Go | github.com/pion/dtls/v3 | v3.1.5 | go.mod |
| Go | github.com/plgd-dev/go-coap/v3 | v3.5.4 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/taosdata/driver-go/v3 | v3.8.2 | go.mod |
| Go | golang.org/x/crypto | v0.54.0 | go.mod |
| Go | knative.dev/pkg | v0.0.0-20250915135827-db4c336acdbe | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.24.1 | go.mod |
| Go | github.com/imdario/mergo | v0.3.16 | go.mod |
| Go | go.uber.org/zap | v1.28.0 | go.mod |
| Go | gopkg.in/yaml.v2 | v2.4.0 | go.mod |
| Go | k8s.io/api | v0.36.2 | go.mod |
All dependencies 142
Full resolved dependency set from the GitHub dependency graph: 26 direct and 116 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/briandowns/spinner | v1.23.2 | direct |
| Go | github.com/data-dog/go-sqlmock | v1.5.2 | direct |
| Go | github.com/eclipse/paho.mqtt.golang | v1.5.1 | direct |
| Go | github.com/go-sql-driver/mysql | v1.10.0 | direct |
| Go | github.com/gopcua/opcua | v0.9.0 | direct |
| Go | github.com/imdario/mergo | v0.3.16 | direct |
| Go | github.com/microsoft/go-mssqldb | v1.10.0 | direct |
| Go | github.com/minio/minio-go/v7 | v7.2.1 | direct |
| Go | github.com/mochi-co/mqtt | v1.3.2 | direct |
| Go | github.com/onsi/ginkgo/v2 | v2.32.0 | direct |
| Go | github.com/onsi/gomega | v1.42.1 | direct |
| Go | github.com/openai/openai-go | v1.12.0 | direct |
| Go | github.com/pion/dtls/v3 | v3.1.5 | direct |
| Go | github.com/plgd-dev/go-coap/v3 | v3.5.4 | direct |
| Go | github.com/spf13/cobra | v1.10.2 | direct |
| Go | github.com/stretchr/testify | v1.11.1 | direct |
| Go | github.com/taosdata/driver-go/v3 | v3.8.2 | direct |
| Go | go.uber.org/zap | v1.28.0 | direct |
| Go | golang.org/x/crypto | v0.54.0 | direct |
| Go | gopkg.in/yaml.v2 | v2.4.0 | direct |
| Go | gopkg.in/yaml.v3 | v3.0.1 | direct |
| Go | k8s.io/api | v0.36.2 | direct |
| Go | k8s.io/apimachinery | v0.36.2 | direct |
| Go | k8s.io/client-go | v0.36.2 | direct |
| Go | knative.dev/pkg | v0.0.0-20250915135827-db4c336acdbe | direct |
| Go | sigs.k8s.io/controller-runtime | v0.24.1 | direct |
| Go | cel.dev/expr | v0.25.1 | indirect |
| Go | filippo.io/edwards25519 | v1.2.0 | indirect |
| Go | github.com/antlr4-go/antlr/v4 | v4.13.0 | indirect |
| Go | github.com/azure/azure-sdk-for-go/sdk/azcore | v1.21.1 | indirect |
| Go | github.com/azure/azure-sdk-for-go/sdk/internal | v1.12.0 | indirect |
| Go | github.com/beorn7/perks | v1.0.1 | indirect |
| Go | github.com/blang/semver/v4 | v4.0.0 | indirect |
| Go | github.com/cenkalti/backoff/v5 | v5.0.3 | indirect |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | indirect |
| Go | github.com/dsnet/golib/memfile | v1.0.0 | indirect |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirect |
| Go | github.com/emicklei/go-restful/v3 | v3.13.0 | indirect |
| Go | github.com/evanphx/json-patch/v5 | v5.9.11 | indirect |
| Go | github.com/fatih/color | v1.19.0 | indirect |
| Go | github.com/felixge/httpsnoop | v1.0.4 | indirect |
| Go | github.com/fsnotify/fsnotify | v1.9.0 | indirect |
| Go | github.com/fxamacker/cbor/v2 | v2.9.0 | indirect |
| Go | github.com/go-logr/logr | v1.4.3 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/go-logr/zapr | v1.3.0 | indirect |
| Go | github.com/go-openapi/jsonpointer | v0.21.0 | indirect |
| Go | github.com/go-openapi/jsonreference | v0.21.0 | indirect |
| Go | github.com/go-openapi/swag | v0.23.0 | indirect |
| Go | github.com/go-task/slim-sprig/v3 | v3.0.0 | indirect |
| Go | github.com/golang-sql/civil | v0.0.0-20220223132316-b832511892a9 | indirect |
| Go | github.com/golang-sql/sqlexp | v0.1.0 | indirect |
| Go | github.com/google/cel-go | v0.26.0 | indirect |
| Go | github.com/google/gnostic-models | v0.7.0 | indirect |
| Go | github.com/google/go-cmp | v0.7.0 | indirect |
| Go | github.com/google/pprof | v0.0.0-20260402051712-545e8a4df936 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/gorilla/websocket | v1.5.4-0.20250319132907-e064f32e3674 | indirect |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.27.7 | indirect |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirect |
| Go | github.com/josharian/intern | v1.0.0 | indirect |
| Go | github.com/json-iterator/go | v1.1.12 | indirect |
| Go | github.com/klauspost/compress | v1.18.6 | indirect |
| Go | github.com/klauspost/cpuid/v2 | v2.2.11 | indirect |
| Go | github.com/klauspost/crc32 | v1.3.0 | indirect |
| Go | github.com/mailru/easyjson | v0.9.0 | indirect |
| Go | github.com/masterminds/semver/v3 | v3.5.0 | indirect |
| Go | github.com/mattn/go-colorable | v0.1.14 | indirect |
| Go | github.com/mattn/go-isatty | v0.0.20 | indirect |
| Go | github.com/minio/crc64nvme | v1.1.1 | indirect |
| Go | github.com/minio/md5-simd | v1.1.2 | indirect |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | indirect |
| Go | github.com/modern-go/reflect2 | v1.0.3-0.20250322232337-35a7c28c31ee | indirect |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | indirect |
| Go | github.com/philhofer/fwd | v1.2.0 | indirect |
| Go | github.com/pion/logging | v0.2.4 | indirect |
| Go | github.com/pion/transport/v4 | v4.0.2 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | indirect |
| Go | github.com/prometheus/client_golang | v1.23.2 | indirect |
| Go | github.com/prometheus/client_model | v0.6.2 | indirect |
| Go | github.com/prometheus/common | v0.67.5 | indirect |
| Go | github.com/prometheus/procfs | v0.19.2 | indirect |
| Go | github.com/rs/xid | v1.6.0 | indirect |
| Go | github.com/shopspring/decimal | v1.4.0 | indirect |
| Go | github.com/spf13/pflag | v1.0.10 | indirect |
| Go | github.com/stoewer/go-strcase | v1.3.0 | indirect |
| Go | github.com/tidwall/gjson | v1.18.0 | indirect |
| Go | github.com/tidwall/match | v1.1.1 | indirect |
| Go | github.com/tidwall/pretty | v1.2.1 | indirect |
| Go | github.com/tidwall/sjson | v1.2.5 | indirect |
| Go | github.com/tinylib/msgp | v1.6.1 | indirect |
| Go | github.com/x448/float16 | v0.8.4 | indirect |
| Go | github.com/zeebo/xxh3 | v1.1.0 | indirect |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.65.0 | indirect |
| Go | go.opentelemetry.io/otel | v1.41.0 | indirect |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.40.0 | indirect |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.40.0 | indirect |
| Go | go.opentelemetry.io/otel/metric | v1.41.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk | v1.40.0 | indirect |
| Go | go.opentelemetry.io/otel/trace | v1.41.0 | indirect |
| Go | go.opentelemetry.io/proto/otlp | v1.9.0 | indirect |
| Go | go.uber.org/atomic | v1.11.0 | indirect |
| Go | go.uber.org/multierr | v1.11.0 | indirect |
| Go | go.yaml.in/yaml/v2 | v2.4.3 | indirect |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | indirect |
| Go | golang.org/x/exp | v0.0.0-20251219203646-944ab1f22d93 | indirect |
| Go | golang.org/x/mod | v0.37.0 | indirect |
| Go | golang.org/x/net | v0.56.0 | indirect |
| Go | golang.org/x/oauth2 | v0.34.0 | indirect |
| Go | golang.org/x/sync | v0.22.0 | indirect |
| Go | golang.org/x/sys | v0.47.0 | indirect |
| Go | golang.org/x/term | v0.45.0 | indirect |
| Go | golang.org/x/text | v0.40.0 | indirect |
| Go | golang.org/x/time | v0.14.0 | indirect |
| Go | golang.org/x/tools | v0.47.0 | indirect |
| Go | gomodules.xyz/jsonpatch/v2 | v2.5.0 | indirect |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260128011058-8636f8732409 | indirect |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260128011058-8636f8732409 | indirect |
| Go | google.golang.org/grpc | v1.79.3 | indirect |
| Go | google.golang.org/protobuf | v1.36.12-0.20260120151049-f2248ac996af | indirect |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.13.0 | indirect |
| Go | gopkg.in/inf.v0 | v0.9.1 | indirect |
| Go | gopkg.in/ini.v1 | v1.67.2 | indirect |
| Go | k8s.io/apiextensions-apiserver | v0.36.0 | indirect |
| Go | k8s.io/apiserver | v0.36.0 | indirect |
| Go | k8s.io/component-base | v0.36.0 | indirect |
| Go | k8s.io/klog/v2 | v2.140.0 | indirect |
| Go | k8s.io/kube-openapi | v0.0.0-20260317180543-43fb72c5454a | indirect |
| Go | k8s.io/streaming | v0.36.2 | indirect |
| Go | k8s.io/utils | v0.0.0-20260210185600-b8788abfbbc2 | indirect |
| Go | sigs.k8s.io/apiserver-network-proxy/konnectivity-client | v0.34.0 | indirect |
| Go | sigs.k8s.io/json | v0.0.0-20250730193827-2d320260d730 | indirect |
| Go | sigs.k8s.io/randfill | v1.0.0 | indirect |
| Go | sigs.k8s.io/structured-merge-diff/v6 | v6.3.2 | indirect |
| Go | sigs.k8s.io/yaml | v1.6.0 | indirect |
| PyPI | flask | — | indirect |
| PyPI | opcua | — | indirect |
| PyPI | opencv-python-headless | — | indirect |
| PyPI | python-snap7 | — | indirect |
| PyPI | requests | — | indirect |
Dependency advisories 2
This repository publishes no package the index resolves, so its own dependency graph was assessed — 137 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 1 are direct. 5 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| go.opentelemetry.io/otel/sdk | v1.40.0 | indirect | high | 1 | 1.43.0 |
| golang.org/x/crypto | v0.54.0 | direct | unknown | 1 | — |
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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{
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}
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{
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{
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"status": "partial",
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},
{
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]
},
{
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"note": null,
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{
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}
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{
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}
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{
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],
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]
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],
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{
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{
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{
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{
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{
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},
{
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}
],
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{
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],
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"components": [
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{
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{
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{
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{
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{
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{
"key": "dangerous_workflow",
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},
{
"key": "dependency_update_tool",
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"status": "met",
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
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"status": "missed",
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
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"status": "met",
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{
"key": "maintained",
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"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "packaging",
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"status": "excluded",
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{
"code": "no_data",
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],
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{
"key": "pinned_dependencies",
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"points": 0,
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
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"status": "missed",
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},
{
"key": "signed_releases",
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"status": "excluded",
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{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
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"status": "partial",
"details": [],
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]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 137 resolved dependencies against OSV; 5 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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.",
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"code": "excluded_no_data",
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},
{
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_unassessed",
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},
{
"code": "advisories_repo_graph_caveat",
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{
"code": "advisories_reachability",
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],
"value": 89,
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"affected_by_severity": "high 1, unknown 1",
"direct_affected_packages": 1
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"components": [
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"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: golang.org/x/crypto v0.54.0 (unknown)",
"points": 26.6,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "golang.org/x/crypto v0.54.0 (unknown)"
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}
],
"max_points": 35
},
{
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"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
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"code": "advisories_scope_not_separable",
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],
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},
{
"key": "no_advisories_left_outstanding",
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"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
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}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
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"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": "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": 4
},
"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": 78,
"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": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 3870
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile",
"pkg/k8s/crd/Makefile"
],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, pkg/k8s/crd/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, pkg/k8s/crd/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": "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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 20240,
"source_files_sampled": 134,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/134 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 134,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"samples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-20T20:25:54.901368Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/Edgenesis/shifu.svg",
"full_name": "Edgenesis/shifu",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.16.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.