Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 14:10 UTC
weaviate / weaviate-python-client
A python native client for easy interaction with a Weaviate instance.
weaviate/weaviate-python-client holds a health index of 79 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (55/100). It was last updated 4 days ago. 2 contributors account for most of its recent work.
79
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.
79
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
WeaviateOrganization
1,056 followers140 public repossince Mar 2018
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 |
|---|---|---|---|---|---|
| PyPI | weaviate-client | 4.22.0 | - | 294 | 30 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
95
Development activity
98Excellent
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 33.9/36 | Commit cadence — 49/52 weeks with commits |
| 18/18 | Commit volume — 814 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 814 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 49 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 30 days ago |
| 27/27 | Release cadence — a release every ~12.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v4.22.0 |
| releases_from_tags | no |
| days_since_latest_release | 30 |
| mean_days_between_releases | 12.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
67
Popularity & adoption
64Moderate
How it's scored
| 38.2/60 | Stars — 226 stars |
| 17.7/25 | Forks — 133 forks |
| 7.8/15 | Watchers — 26 watchers |
Inputs used
| forks | 133 |
| stars | 226 |
| watchers | 26 |
| 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 (BSD-3-Clause) |
| 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?
78
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 — 70 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 70 |
| top_contributor_share | 0.415 |
How it's scored
| 42.6/46.8 | Issue resolution — 91% of issues closed |
| 32.1/38.3 | PR acceptance — 1,352/1,613 decided PRs merged |
| 6/15 | OpenSSF Scorecard: Code-Review — Found 8/17 approved changesets -- score normalized to 4 |
Inputs used
| merged_prs | 1,352 |
| open_issues | 37 |
| closed_issues | 380 |
| issue_closed_ratio | 0.911 |
| closed_unmerged_prs | 261 |
Ownership & stewardship
77Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 21.7/25 | Owner reach — 1,056 followers of weaviate |
| 25/25 | Track record — 140 public repos, account ~8 yr old |
Inputs used
| followers | 1,056 |
| owner_type | Organization |
| is_verified | — |
| owner_login | weaviate |
| public_repos | 140 |
| account_age_days | 3,036 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 30 days ago |
| 20/20 | Version history — 294 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | weaviate-client |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 30 |
Engineering Quality
Are baseline engineering and documentation practices in place?
92
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .flake8, ruff.toml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 17 out of 17 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
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://weaviate.io/developers/weaviate/client-libraries/python |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | python, vector-search, weaviate |
| has_wiki | no |
| homepage | https://weaviate.io/developers/weaviate/client-libraries/python |
| 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?
55
Security posture
55Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 17 out of 17 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 |
| 3/7.5 | Code-Review — Found 8/17 approved changesets -- score normalized to 4 |
| 2.5/2.5 | Contributors — project has 8 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 1.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
| 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 — Project has not signed or included provenance with any releases. |
| 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 | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.5 |
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.
57
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)
89Excellent
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .flake8, ruff.toml |
| 11/11 | Static type checking — pyrightconfig.json, weaviate/py.typed |
| 10/10 | Reproducible environment — Dockerfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | pyrightconfig.json, weaviate/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (pyrightconfig.json, weaviate/py.typed) |
| 54.2/55 | Manageable file sizes — 7/480 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 121,902 |
| source_files_sampled | 480 |
| oversized_source_files | 7 |
Key facts
226GitHub stars
70contributors
814commits, last 12 months
4days since last push
100releases
2bus factor
37open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.5 / 10
5.5aggregate
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 17 out of 17 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 |
| 4 | Code-Review | Found 8/17 approved changesets -- score normalized to 4 |
| 10 | Contributors | project has 8 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 3 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 3 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 7
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | httpx | >=0.26.0,<0.29.0 | setup.cfg |
| PyPI | validators | >=0.34.0,<1.0.0 | setup.cfg |
| PyPI | authlib | >=1.6.7,<2.0.0 | setup.cfg |
| PyPI | pydantic | >=2.12.0,<3.0.0 | setup.cfg |
| PyPI | grpcio | >=1.59.5,<1.80.0 | setup.cfg |
| PyPI | protobuf | >=4.21.6,<7.0.0 | setup.cfg |
| PyPI | packaging | >=21.0 | setup.cfg |
All dependencies 48
Full resolved dependency set from the GitHub dependency graph: 7 direct and 41 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | authlib | 1.6.12 | direct |
| PyPI | grpcio | 1.75.1 | direct |
| PyPI | httpx | 0.26.0 | direct |
| PyPI | packaging | 26.2 | direct |
| PyPI | protobuf | — | direct |
| PyPI | pydantic | 2.12.0 | direct |
| PyPI | validators | 0.34.0 | direct |
| PyPI | autodoc-pydantic | 2.2.0 | indirect |
| PyPI | build | — | indirect |
| PyPI | coverage | 7.10.7 | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | flake8 | — | indirect |
| PyPI | flake8-bugbear | 24.12.12 | indirect |
| PyPI | flake8-builtins | 3.0.0 | indirect |
| PyPI | flake8-comprehensions | 3.17.0 | indirect |
| PyPI | flake8-docstrings | 1.7.0 | indirect |
| PyPI | flask | — | indirect |
| PyPI | grpcio-health-checking | 1.75.1 | indirect |
| PyPI | grpcio-tools | 1.75.1 | indirect |
| PyPI | importlib-metadata | 8.7.0 | indirect |
| PyPI | litestar | — | indirect |
| PyPI | numpy | — | indirect |
| PyPI | pandas | — | indirect |
| PyPI | polars | — | indirect |
| PyPI | pre-commit | — | indirect |
| PyPI | py-spy | 0.4.1 | indirect |
| PyPI | pydoclint | 0.7.3 | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-asyncio | 1.3.0 | indirect |
| PyPI | pytest-benchmark | 5.1.0 | indirect |
| PyPI | pytest-cov | 6.2.1 | indirect |
| PyPI | pytest-httpserver | 1.1.3 | indirect |
| PyPI | pytest-profiling | 1.8.1 | indirect |
| PyPI | pytest-timeout | 2.4.0 | indirect |
| PyPI | pytest-xdist | 3.7.0 | indirect |
| PyPI | ruff | 0.14.7 | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | setuptools-scm | — | indirect |
| PyPI | sphinx | — | indirect |
| PyPI | sphinx-rtd-theme | 3.1.0 | indirect |
| PyPI | tomli | 2.4.0 | indirect |
| PyPI | twine | — | indirect |
| PyPI | types-protobuf | 6.30.2.20250703 | indirect |
| PyPI | types-urllib3 | 1.26.25.14 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | weaviate-agents | — | indirect |
| PyPI | werkzeug | 3.1.6 | indirect |
| PyPI | wheel | — | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"python",
"vector-search",
"weaviate"
],
"is_fork": false,
"size_kb": 11604,
"has_wiki": false,
"homepage": "https://weaviate.io/developers/weaviate/client-libraries/python",
"languages": {
"Shell": 6727,
"Python": 4156643
},
"pushed_at": "2026-07-14T11:06:47Z",
"created_at": "2019-09-10T14:44:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-14T11:06:49Z",
"description": "A python native client for easy interaction with a Weaviate instance.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://weaviate.io",
"name": "Weaviate",
"type": "Organization",
"login": "weaviate",
"company": null,
"location": "worldwide",
"followers": 1056,
"avatar_url": "https://avatars.githubusercontent.com/u/37794290?v=4",
"created_at": "2018-03-26T07:48:53Z",
"is_verified": null,
"public_repos": 140,
"account_age_days": 3036
},
"activity": {
"releases_count": 100,
"commits_last_year": 814,
"latest_release_at": "2026-06-18T06:19:24Z",
"latest_release_tag": "v4.22.0",
"releases_from_tags": false,
"days_since_last_push": 4,
"active_weeks_last_year": 49,
"days_since_latest_release": 30,
"mean_days_between_releases": 12.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "weaviate-client",
"exists": true,
"license": "BSD 3-clause",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/weaviate-client/",
"is_deprecated": false,
"latest_version": "4.22.0",
"repository_url": "https://github.com/weaviate/weaviate-python-client",
"versions_count": 294,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2019-11-04T10:28:31.245432Z",
"latest_published_at": "2026-06-18T06:08:30.202557Z",
"latest_version_yanked": null,
"days_since_latest_publish": 30
}
]
},
"popularity": {
"forks": 133,
"stars": 226,
"watchers": 26,
"open_issues_and_prs": 82
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"pyrightconfig.json",
"weaviate/py.typed"
],
"largest_source_bytes": 121902,
"source_files_sampled": 480,
"oversized_source_files": 7,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements-devel.txt",
"requirements-test.txt",
"setup.cfg",
"setup.py"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "httpx",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=0.26.0,<0.29.0"
},
{
"name": "validators",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=0.34.0,<1.0.0"
},
{
"name": "authlib",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=1.6.7,<2.0.0"
},
{
"name": "pydantic",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=2.12.0,<3.0.0"
},
{
"name": "grpcio",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=1.59.5,<1.80.0"
},
{
"name": "protobuf",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=4.21.6,<7.0.0"
},
{
"name": "packaging",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": ">=21.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "authlib",
"direct": true,
"version": "1.6.12",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": true,
"version": "1.75.1",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": "0.26.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": true,
"version": "26.2",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": true,
"version": null,
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},
{
"name": "pydantic",
"direct": true,
"version": "2.12.0",
"ecosystem": "pypi"
},
{
"name": "validators",
"direct": true,
"version": "0.34.0",
"ecosystem": "pypi"
},
{
"name": "autodoc-pydantic",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.10.7",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "flake8",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "flake8-bugbear",
"direct": false,
"version": "24.12.12",
"ecosystem": "pypi"
},
{
"name": "flake8-builtins",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "flake8-comprehensions",
"direct": false,
"version": "3.17.0",
"ecosystem": "pypi"
},
{
"name": "flake8-docstrings",
"direct": false,
"version": "1.7.0",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "grpcio-health-checking",
"direct": false,
"version": "1.75.1",
"ecosystem": "pypi"
},
{
"name": "grpcio-tools",
"direct": false,
"version": "1.75.1",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.0",
"ecosystem": "pypi"
},
{
"name": "litestar",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "polars",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "py-spy",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "pydoclint",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": "5.1.0",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "6.2.1",
"ecosystem": "pypi"
},
{
"name": "pytest-httpserver",
"direct": false,
"version": "1.1.3",
"ecosystem": "pypi"
},
{
"name": "pytest-profiling",
"direct": false,
"version": "1.8.1",
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
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"points": 25,
"status": "met",
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{
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{
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{
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},
{
"key": "engineering",
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"note": null,
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},
{
"key": "documentation",
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{
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{
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],
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{
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{
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"points": 0,
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{
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{
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},
{
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},
{
"key": "dependency_update_tool",
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{
"key": "fuzzing",
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"points": 0,
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},
{
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},
{
"key": "maintained",
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{
"key": "packaging",
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"points": 5,
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"max_points": 5
},
{
"key": "pinned_dependencies",
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"points": 1.5,
"status": "partial",
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
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"max_points": 5
},
{
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"points": 0,
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},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
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},
{
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"points": 0,
"status": "missed",
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},
{
"key": "vulnerabilities",
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"points": 6,
"status": "partial",
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},
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"review_only_matches": 0,
"assessed_self_published_locations": 8
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"components": [
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"points": 100,
"status": "met",
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],
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},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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"points": 0,
"status": "missed",
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{
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"points": 22,
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},
{
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"key": "openssf_scorecard_pinned_dependencies",
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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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},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T14:10:53.852421Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/weaviate/weaviate-python-client.svg",
"full_name": "weaviate/weaviate-python-client",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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 — PyPI.