Public recordModerate
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 23:43 UTC
shaharia-lab / goai
AI SDK for building AI-powered applications in Go
shaharia-lab/goai holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (77/100) and lowest on Community & Adoption (41/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.
60
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.
60
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
Shaharia Lab OÜOrganization
12 followers40 public repossince Apr 2023Shaharia Lab OÜ
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/shaharia-lab/goai | v0.20.0 | - | 30 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
69
Development activity
54Moderate
How it's scored
| 36/36 | Push recency — last push 5 days ago |
| 1.4/36 | Commit cadence — 2/52 weeks with commits |
| 8.1/18 | Commit volume — 7 commits in the last year |
| 8/10 | OpenSSF Scorecard: Maintained — 6 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 8 |
Inputs used
| commits_last_year | 7 |
| human_commit_share | — |
| days_since_last_push | 5 |
| active_weeks_last_year | 2 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 30 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 19.8/27 | Release cadence — a release every ~50.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 30 |
| latest_release_tag | v0.20.0 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 50.5 |
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?
41
Popularity & adoption
15Critical
How it's scored
| 14.6/60 | Stars — 9 stars |
| 0/25 | Forks — 2 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 2 |
| stars | 9 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | 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 | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
60
Maintainer resilience (bus factor)
19Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1.7/22.5 | Commit distribution — top contributor authored 92% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.925 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 33.6/38.3 | PR acceptance — 50/57 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 50 |
| open_issues | 0 |
| closed_issues | 19 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 7 |
Ownership & stewardship
56Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 8/25 | Owner reach — 12 followers of shaharia-lab |
| 18.3/25 | Track record — 40 public repos, account ~3 yr old |
Inputs used
| followers | 12 |
| owner_type | Organization |
| is_verified | — |
| owner_login | shaharia-lab |
| public_repos | 40 |
| account_age_days | 1,189 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 30 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/shaharia-lab/goai |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
77
Engineering practices
78Good
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 4/20 | OpenSSF Scorecard: CI-Tests — 7 out of 29 merged PRs checked by a CI test -- score normalized to 2 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 10 topics |
| 0/10 | Wiki |
Inputs used
| topics | ai, ai-sdk, goai, library, open-source, sdk, generative-ai, llm, mcp, model-context-protocol |
| has_wiki | no |
| homepage | — |
| 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?
46
Security posture
46At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.5/2.5 | CI-Tests — 7 out of 29 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 6/7.5 | Maintained — 6 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 8 |
| 0/5 | Packaging — no data |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 1/5 | SAST — SAST tool is not run on all commits -- score normalized to 2 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 35 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.6 |
Excluded from scoring (no data or not applicable): 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.
72
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 | 4,624 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| 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
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/88 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 25,929 |
| source_files_sampled | 88 |
| oversized_source_files | 0 |
Machine-readable interfaces
20Critical
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
9GitHub stars
2contributors
7commits, last 12 months
5days since last push
30releases
1bus factor
0open issues
Gopackage ecosystems
More detail
OpenSSF Scorecard 4.6 / 10
4.6aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 2 | CI-Tests | 7 out of 29 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 8 | Maintained | 6 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 8 |
| n/a | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 2 | SAST | SAST tool is not run on all commits -- score normalized to 2 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 35 existing vulnerabilities detected |
Direct dependencies 19
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/DATA-DOG/go-sqlmock | v1.5.2 | go.mod |
| Go | github.com/anthropics/anthropic-sdk-go | v0.2.0-alpha.13 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.36.3 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/bedrockruntime | v1.29.0 | go.mod |
| Go | github.com/google/generative-ai-go | v0.19.0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/lib/pq | v1.10.9 | go.mod |
| Go | github.com/mattn/go-sqlite3 | v1.14.28 | go.mod |
| Go | github.com/openai/openai-go | v0.1.0-alpha.61 | go.mod |
| Go | github.com/pgvector/pgvector-go | v0.2.2 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.3 | go.mod |
| Go | github.com/stretchr/testify | v1.10.0 | go.mod |
| Go | github.com/xeipuuv/gojsonschema | v1.2.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.29.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.29.0 | go.mod |
| Go | go.uber.org/zap | v1.27.0 | go.mod |
| Go | golang.org/x/sync | v0.10.0 | go.mod |
| Go | golang.org/x/time | v0.8.0 | go.mod |
| Go | google.golang.org/api | v0.211.0 | go.mod |
All dependencies 64
Full resolved dependency set from the GitHub dependency graph: 19 direct and 45 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/anthropics/anthropic-sdk-go | v0.2.0-alpha.13 | direct |
| Go | github.com/aws/aws-sdk-go-v2 | v1.36.3 | direct |
| Go | github.com/aws/aws-sdk-go-v2/service/bedrockruntime | v1.29.0 | direct |
| Go | github.com/data-dog/go-sqlmock | v1.5.2 | direct |
| Go | github.com/google/generative-ai-go | v0.19.0 | direct |
| Go | github.com/google/uuid | v1.6.0 | direct |
| Go | github.com/lib/pq | v1.10.9 | direct |
| Go | github.com/mattn/go-sqlite3 | v1.14.28 | direct |
| Go | github.com/openai/openai-go | v0.1.0-alpha.61 | direct |
| Go | github.com/pgvector/pgvector-go | v0.2.2 | direct |
| Go | github.com/sirupsen/logrus | v1.9.3 | direct |
| Go | github.com/stretchr/testify | v1.10.0 | direct |
| Go | github.com/xeipuuv/gojsonschema | v1.2.0 | direct |
| Go | go.opentelemetry.io/otel | v1.29.0 | direct |
| Go | go.opentelemetry.io/otel/trace | v1.29.0 | direct |
| Go | go.uber.org/zap | v1.27.0 | direct |
| Go | golang.org/x/sync | v0.10.0 | direct |
| Go | golang.org/x/time | v0.8.0 | direct |
| Go | google.golang.org/api | v0.211.0 | direct |
| Go | cloud.google.com/go | v0.115.0 | indirect |
| Go | cloud.google.com/go/ai | v0.8.0 | indirect |
| Go | cloud.google.com/go/auth | v0.12.1 | indirect |
| Go | cloud.google.com/go/auth/oauth2adapt | v0.2.6 | indirect |
| Go | cloud.google.com/go/compute/metadata | v0.5.2 | indirect |
| Go | cloud.google.com/go/longrunning | v0.5.7 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | v1.6.10 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | v1.3.34 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | v2.6.34 | indirect |
| Go | github.com/aws/smithy-go | v1.22.2 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.1 | indirect |
| Go | github.com/felixge/httpsnoop | v1.0.4 | indirect |
| Go | github.com/go-logr/logr | v1.4.2 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/golang/groupcache | v0.0.0-20210331224755-41bb18bfe9da | indirect |
| Go | github.com/golang/protobuf | v1.5.4 | indirect |
| Go | github.com/google/go-github/v60 | v60.0.0 | indirect |
| Go | github.com/google/go-querystring | v1.1.0 | indirect |
| Go | github.com/google/s2a-go | v0.1.8 | indirect |
| Go | github.com/googleapis/enterprise-certificate-proxy | v0.3.4 | indirect |
| Go | github.com/googleapis/gax-go/v2 | v2.14.0 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirect |
| Go | github.com/shaharia-lab/mcp-tools | v0.1.0 | indirect |
| Go | github.com/stretchr/objx | v0.5.2 | indirect |
| Go | github.com/tidwall/gjson | v1.14.4 | 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/xeipuuv/gojsonpointer | v0.0.0-20180127040702-4e3ac2762d5f | indirect |
| Go | github.com/xeipuuv/gojsonreference | v0.0.0-20180127040603-bd5ef7bd5415 | indirect |
| Go | go.opencensus.io | v0.24.0 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc | v0.54.0 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.54.0 | indirect |
| Go | go.opentelemetry.io/otel/metric | v1.29.0 | indirect |
| Go | go.uber.org/multierr | v1.10.0 | indirect |
| Go | golang.org/x/crypto | v0.30.0 | indirect |
| Go | golang.org/x/net | v0.32.0 | indirect |
| Go | golang.org/x/oauth2 | v0.26.0 | indirect |
| Go | golang.org/x/sys | v0.28.0 | indirect |
| Go | golang.org/x/text | v0.21.0 | indirect |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20241118233622-e639e219e697 | indirect |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20241206012308-a4fef0638583 | indirect |
| Go | google.golang.org/grpc | v1.67.1 | indirect |
| Go | google.golang.org/protobuf | v1.35.2 | indirect |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"ai",
"ai-sdk",
"goai",
"library",
"open-source",
"sdk",
"generative-ai",
"llm",
"mcp",
"model-context-protocol"
],
"is_fork": false,
"size_kb": 493,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 596756
},
"pushed_at": "2026-07-12T19:19:34Z",
"created_at": "2025-01-12T14:52:26Z",
"owner_type": "Organization",
"updated_at": "2026-07-12T19:16:43Z",
"description": "AI SDK for building AI-powered applications in Go",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://shaharialab.com",
"name": "Shaharia Lab OÜ",
"type": "Organization",
"login": "shaharia-lab",
"company": "Shaharia Lab OÜ",
"location": "Estonia",
"followers": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/130833031?v=4",
"created_at": "2023-04-15T09:38:09Z",
"is_verified": null,
"public_repos": 40,
"account_age_days": 1189
},
"activity": {
"releases_count": 30,
"commits_last_year": 7,
"latest_release_at": "2026-07-12T19:19:34Z",
"latest_release_tag": "v0.20.0",
"releases_from_tags": false,
"days_since_last_push": 5,
"active_weeks_last_year": 2,
"days_since_latest_release": 5,
"mean_days_between_releases": 50.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/shaharia-lab/goai",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/shaharia-lab/goai",
"is_deprecated": false,
"latest_version": "v0.20.0",
"repository_url": "https://github.com/shaharia-lab/goai",
"versions_count": 30,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-12T19:16:38Z",
"latest_version_yanked": null,
"days_since_latest_publish": 5
}
]
},
"popularity": {
"forks": 2,
"stars": 9,
"watchers": 0,
"open_issues_and_prs": 7
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 25929,
"source_files_sampled": 88,
"oversized_source_files": 0,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 4624
},
"dependencies": {
"manifests": [
"go.mod"
],
"ecosystems": [
"go"
],
"dependencies": [
{
"name": "github.com/DATA-DOG/go-sqlmock",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.5.2"
},
{
"name": "github.com/anthropics/anthropic-sdk-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.0-alpha.13"
},
{
"name": "github.com/aws/aws-sdk-go-v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.36.3"
},
{
"name": "github.com/aws/aws-sdk-go-v2/service/bedrockruntime",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.29.0"
},
{
"name": "github.com/google/generative-ai-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.19.0"
},
{
"name": "github.com/google/uuid",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.6.0"
},
{
"name": "github.com/lib/pq",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.10.9"
},
{
"name": "github.com/mattn/go-sqlite3",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.14.28"
},
{
"name": "github.com/openai/openai-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.1.0-alpha.61"
},
{
"name": "github.com/pgvector/pgvector-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.2"
},
{
"name": "github.com/sirupsen/logrus",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.9.3"
},
{
"name": "github.com/stretchr/testify",
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{
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}
],
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"community": 41,
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},
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{
"key": "openssf_scorecard_maintained",
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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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"components": [
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"status": "met",
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"code": "abandonment_unverified",
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],
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]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
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{
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"weight": 0.18,
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"note": null,
"notes": [],
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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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"notes": [],
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"inputs": {
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{
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"status": "met",
"details": [
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"code": "license_standard",
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{
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{
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{
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"points": 0,
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},
{
"key": "issue_template",
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{
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}
],
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{
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"name": "Sustainability & Governance",
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"metrics": [
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"inputs": {
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"components": [
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{
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}
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{
"key": "commit_distribution",
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"status": "partial",
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{
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}
],
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{
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{
"key": "openssf_scorecard_contributors",
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"status": "partial",
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"max_points": 10
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]
},
{
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
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"code": "issues_closed_share",
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}
],
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{
"key": "pr_acceptance",
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"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"decided": 57
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 56,
"inputs": {
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"is_verified": null,
"owner_login": "shaharia-lab",
"public_repos": 40,
"account_age_days": 1189
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"components": [
{
"key": "ownership_backing",
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"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
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"points": 8,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 12,
"login": "shaharia-lab"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "40 public repos, account ~3 yr old",
"points": 18.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 40
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},
{
"code": "account_age_years",
"params": {
"years": 3
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/shaharia-lab/goai"
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 5
},
"components": [
{
"key": "published_resolvable",
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"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
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}
],
"max_points": 35
},
{
"key": "version_history",
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"detail": "30 published versions",
"points": 20,
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"details": [
{
"code": "published_versions",
"params": {
"count": 30
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 77,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
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"has_tests": true,
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"components": [
{
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"name": "CI workflows",
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"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
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}
],
"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",
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"files": ".golangci.yml"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
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"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
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{
"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": "7 out of 29 merged PRs checked by a CI test -- score normalized to 2",
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"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
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"ai-sdk",
"goai",
"library",
"open-source",
"sdk",
"generative-ai",
"llm",
"mcp",
"model-context-protocol"
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"has_wiki": false,
"homepage": null,
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"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
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"points": 30,
"status": "met",
"details": [],
"max_points": 30
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{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
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{
"key": "topics",
"name": "Topics",
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"status": "met",
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{
"code": "topics_count",
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{
"key": "wiki",
"name": "Wiki",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
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"name": "Security",
"value": 46,
"weight": 0.16,
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{
"key": "security_posture",
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"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.6
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
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{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
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{
"key": "ci_tests",
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
"name": "Code-Review",
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"status": "missed",
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{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
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{
"key": "maintained",
"name": "Maintained",
"detail": "6 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"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 not run on all commits -- score normalized to 2",
"points": 1,
"status": "partial",
"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": {}
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],
"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": "35 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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]
},
{
"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": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 3
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"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": 72,
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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"agent_instruction_max_bytes": 4624
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
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"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
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}
],
"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": "good",
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 78,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
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"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": null,
"points": 0,
"status": "missed",
"details": [],
"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"
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}
],
"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"
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"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": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
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],
"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."
}
],
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},
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"generated_at": "2026-07-17T23:43:11.848608Z",
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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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.