Public recordExcellent
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 05:54 UTC
Shopify / Sarama
Sarama is a Go library for Apache Kafka.
Shopify/Sarama holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Security (96/100) and lowest on AI Readiness (60/100). It was last updated today. 2 contributors account for most of its recent work.
88
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.
88
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
International Business MachinesOrganization
8,434 followers3,918 public repossince Feb 2012
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/IBM/saramapoints to another repo — not scored | v1.60.0 | - | 92 | 3 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 |
| 26.3/36 | Commit cadence — 38/52 weeks with commits |
| 18/18 | Commit volume — 382 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 382 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 38 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 92 releases published |
| 36/36 | Release recency — latest release 3 days ago |
| 27/27 | Release cadence — a release every ~15.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 92 |
| latest_release_tag | v1.60.0 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 15.2 |
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?
93
Popularity & adoption
100Excellent
How it's scored
| 60/60 | Stars — 12,506 stars |
| 25/25 | Forks — 1,848 forks |
| 15/15 | Watchers — 608 watchers |
Inputs used
| forks | 1,848 |
| stars | 12,506 |
| watchers | 608 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | 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 | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
78
Maintainer resilience (bus factor)
65Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 15.9/22.5 | Commit distribution — top contributor authored 29% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 51 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.292 |
Issue & PR responsiveness
90Excellent
How it's scored
| 46.3/46.8 | Issue resolution — 99% of issues closed |
| 29.1/38.3 | PR acceptance — 1,624/2,138 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,624 |
| open_issues | 14 |
| closed_issues | 1,436 |
| issue_closed_ratio | 0.99 |
| closed_unmerged_prs | 514 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 8,434 followers of IBM |
| 25/25 | Track record — 3,918 public repos, account ~14 yr old |
Inputs used
| followers | 8,434 |
| owner_type | Organization |
| is_verified | — |
| owner_login | IBM |
| public_repos | 3,918 |
| account_age_days | 5,259 |
Engineering Quality
Are baseline engineering and documentation practices in place?
80
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 13 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 24 out of 24 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 | yes |
Documentation
60Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 10/10 | Wiki |
Inputs used
| topics | kafka, kafka-client, go |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
96
Security posture
96Excellent
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 51 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 9.6 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
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.
60
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
97Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.2/55 | Manageable file sizes — 5/333 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 99,249 |
| source_files_sampled | 333 |
| oversized_source_files | 5 |
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 |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
12,506GitHub stars
100contributors
382commits, last 12 months
0days since last push
92releases
2bus factor
14open issues
Gopackage ecosystems
Data collection warnings
- go package 'github.com/IBM/sarama' points at a different repository (https://github.com/IBM/sarama); excluded from ecosystem scoring
More detail
OpenSSF Scorecard 9.6 / 10
9.6aggregate
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 |
| n/a | Branch-Protection | internal 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 |
| 10 | CI-Tests | 24 out of 24 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 51 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 12
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/davecgh/go-spew | v1.1.1 | go.mod |
| Go | github.com/eapache/go-resiliency | v1.7.0 | go.mod |
| Go | github.com/jcmturner/gofork | v1.7.6 | go.mod |
| Go | github.com/jcmturner/gokrb5/v8 | v8.4.4 | go.mod |
| Go | github.com/klauspost/compress | v1.19.0 | go.mod |
| Go | github.com/pierrec/lz4/v4 | v4.1.27 | go.mod |
| Go | github.com/rcrowley/go-metrics | v0.0.0-20250401214520-65e299d6c5c9 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | go.uber.org/goleak | v1.3.0 | go.mod |
| Go | golang.org/x/net | v0.57.0 | go.mod |
| Go | golang.org/x/sync | v0.22.0 | go.mod |
| Go | golang.org/x/sys | v0.47.0 | go.mod |
All dependencies 44
Full resolved dependency set from the GitHub dependency graph: 15 direct and 29 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/davecgh/go-spew | v1.1.1 | direct |
| Go | github.com/eapache/go-resiliency | v1.7.0 | direct |
| Go | github.com/jcmturner/gofork | v1.7.6 | direct |
| Go | github.com/jcmturner/gokrb5/v8 | v8.4.4 | direct |
| Go | github.com/klauspost/compress | v1.18.6 | direct |
| Go | github.com/klauspost/compress | v1.19.0 | direct |
| Go | github.com/pierrec/lz4/v4 | v4.1.27 | direct |
| Go | github.com/rcrowley/go-metrics | v0.0.0-20250401214520-65e299d6c5c9 | direct |
| Go | github.com/stretchr/testify | v1.11.1 | direct |
| Go | go.uber.org/goleak | v1.3.0 | direct |
| Go | golang.org/x/net | v0.55.0 | direct |
| Go | golang.org/x/net | v0.57.0 | direct |
| Go | golang.org/x/sync | v0.22.0 | direct |
| Go | golang.org/x/sys | v0.45.0 | direct |
| Go | golang.org/x/sys | v0.47.0 | direct |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/go-logr/logr | v1.4.3 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/hashicorp/go-uuid | v1.0.3 | indirect |
| Go | github.com/jcmturner/aescts/v2 | v2.0.0 | indirect |
| Go | github.com/jcmturner/dnsutils/v2 | v2.0.0 | indirect |
| Go | github.com/jcmturner/rpc/v2 | v2.0.3 | indirect |
| Go | github.com/kr/pretty | v0.3.0 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirect |
| Go | github.com/shopify/sarama | 1.27.0 | indirect |
| Go | github.com/xdg-go/pbkdf2 | v1.0.0 | indirect |
| Go | github.com/xdg-go/scram | v1.2.0 | indirect |
| Go | github.com/xdg-go/stringprep | v1.0.4 | indirect |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirect |
| Go | go.opentelemetry.io/otel | 0.10.0 | indirect |
| Go | go.opentelemetry.io/otel | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/exporters/stdout | 0.10.0 | indirect |
| Go | go.opentelemetry.io/otel/exporters/stdout/stdoutmetric | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/metric | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/trace | v1.43.0 | indirect |
| Go | golang.org/x/crypto | v0.52.0 | indirect |
| Go | golang.org/x/crypto | v0.54.0 | indirect |
| Go | golang.org/x/text | v0.40.0 | indirect |
| Go | google.golang.org/genproto | 0.0.0-20200331122359-1ee6d9798940 | indirect |
| Go | gopkg.in/check.v1 | v1.0.0-20201130134442-10cb98267c6c | indirect |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"kafka",
"kafka-client",
"go"
],
"is_fork": false,
"size_kb": 12370,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 2342400,
"Shell": 1567,
"Makefile": 1714
},
"pushed_at": "2026-07-16T21:05:16Z",
"created_at": "2013-07-05T18:52:38Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T05:01:10Z",
"description": "Sarama is a Go library for Apache Kafka.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://www.ibm.com/opensource/",
"name": "International Business Machines",
"type": "Organization",
"login": "IBM",
"company": null,
"location": "United States of America",
"followers": 8434,
"avatar_url": "https://avatars.githubusercontent.com/u/1459110?v=4",
"created_at": "2012-02-21T22:13:01Z",
"is_verified": null,
"public_repos": 3918,
"account_age_days": 5259
},
"activity": {
"releases_count": 92,
"commits_last_year": 382,
"latest_release_at": "2026-07-13T19:35:48Z",
"latest_release_tag": "v1.60.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 38,
"days_since_latest_release": 3,
"mean_days_between_releases": 15.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/IBM/sarama",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": false,
"registry_url": "https://pkg.go.dev/github.com/IBM/sarama",
"is_deprecated": false,
"latest_version": "v1.60.0",
"repository_url": "https://github.com/IBM/sarama",
"versions_count": 92,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-13T19:29:29Z",
"latest_version_yanked": null,
"days_since_latest_publish": 3
}
]
},
"popularity": {
"forks": 1848,
"stars": 12506,
"watchers": 608,
"open_issues_and_prs": 27
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 99249,
"source_files_sampled": 333,
"oversized_source_files": 5,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"go.mod"
],
"ecosystems": [
"go"
],
"dependencies": [
{
"name": "github.com/davecgh/go-spew",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.1.1"
},
{
"name": "github.com/eapache/go-resiliency",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.7.0"
},
{
"name": "github.com/jcmturner/gofork",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.7.6"
},
{
"name": "github.com/jcmturner/gokrb5/v8",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v8.4.4"
},
{
"name": "github.com/klauspost/compress",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.19.0"
},
{
"name": "github.com/pierrec/lz4/v4",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v4.1.27"
},
{
"name": "github.com/rcrowley/go-metrics",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20250401214520-65e299d6c5c9"
},
{
"name": "github.com/stretchr/testify",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.11.1"
},
{
"name": "go.uber.org/goleak",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.3.0"
},
{
"name": "golang.org/x/net",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.57.0"
},
{
"name": "golang.org/x/sync",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.22.0"
},
{
"name": "golang.org/x/sys",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.47.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "github.com/davecgh/go-spew",
"direct": true,
"version": "v1.1.1",
"ecosystem": "go"
},
{
"name": "github.com/eapache/go-resiliency",
"direct": true,
"version": "v1.7.0",
"ecosystem": "go"
},
{
"name": "github.com/jcmturner/gofork",
"direct": true,
"version": "v1.7.6",
"ecosystem": "go"
},
{
"name": "github.com/jcmturner/gokrb5/v8",
"direct": true,
"version": "v8.4.4",
"ecosystem": "go"
},
{
"name": "github.com/klauspost/compress",
"direct": true,
"version": "v1.18.6",
"ecosystem": "go"
},
{
"name": "github.com/klauspost/compress",
"direct": true,
"version": "v1.19.0",
"ecosystem": "go"
},
{
"name": "github.com/pierrec/lz4/v4",
"direct": true,
"version": "v4.1.27",
"ecosystem": "go"
},
{
"name": "github.com/rcrowley/go-metrics",
"direct": true,
"version": "v0.0.0-20250401214520-65e299d6c5c9",
"ecosystem": "go"
},
{
"name": "github.com/stretchr/testify",
"direct": true,
"version": "v1.11.1",
"ecosystem": "go"
},
{
"name": "go.uber.org/goleak",
"direct": true,
"version": "v1.3.0",
"ecosystem": "go"
},
{
"name": "golang.org/x/net",
"direct": true,
"version": "v0.55.0",
"ecosystem": "go"
},
{
"name": "golang.org/x/net",
"direct": true,
"version": "v0.57.0",
"ecosystem": "go"
},
{
"name": "golang.org/x/sync",
"direct": true,
"version": "v0.22.0",
"ecosystem": "go"
},
{
"name": "golang.org/x/sys",
"direct": true,
"version": "v0.45.0",
"ecosystem": "go"
},
{
"name": "golang.org/x/sys",
"direct": true,
"version": "v0.47.0",
"ecosystem": "go"
},
{
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{
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{
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{
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{
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{
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"fuzz.yml",
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"fvt-pr.yml",
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"i386.yml",
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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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},
"source": {
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"host": "github.com",
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"metrics": {
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"note": null,
"notes": [],
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"inputs": {
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"vitality": 94,
"community": 93,
"governance": 78,
"engineering": 80
},
"components": []
},
"categories": [
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"components": [
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],
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{
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],
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{
"key": "openssf_scorecard_maintained",
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}
]
},
{
"key": "release_discipline",
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"notes": [
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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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{
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]
},
{
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"inputs": {
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],
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],
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},
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"metrics": [
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"stars": 12506,
"watchers": 608,
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"components": [
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],
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}
],
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{
"key": "watchers",
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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": "issue_template",
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"points": 0,
"status": "missed",
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{
"key": "pr_template",
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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": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"merged_prs": 1624,
"open_issues": 14,
"closed_issues": 1436,
"issue_closed_ratio": 0.99,
"closed_unmerged_prs": 514
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "99% of issues closed",
"points": 46.3,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 99
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1624/2138 decided PRs merged",
"points": 29.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1624,
"decided": 2138
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"followers": 8434,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "IBM",
"public_repos": 3918,
"account_age_days": 5259
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "8,434 followers of IBM",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 8434,
"login": "IBM"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "3918 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 3918
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 80,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "13 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 13
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "24 out of 24 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"kafka",
"kafka-client",
"go"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "3 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 3
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "excellent",
"name": "Security",
"value": 96,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "excellent",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 96,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 9.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal 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",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "24 out of 24 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 51 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is fuzzed",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 60,
"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. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 97,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"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": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 99249,
"source_files_sampled": 333,
"oversized_source_files": 5
},
"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": "5/333 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 333,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"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",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"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": [
"go package 'github.com/IBM/sarama' points at a different repository (https://github.com/IBM/sarama); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-17T05:54:41.407408Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Shopify/Sarama.svg",
"full_name": "Shopify/Sarama",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.