Public recordModerate
Software health reportschema 0.15.0 · metrics 1.13.0 · 2026-07-19 21:48 UTC
canonical / opensearch-dashboards-single-kernel-library
canonical/opensearch-dashboards-single-kernel-library holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Vitality (78/100) and lowest on Community & Adoption (30/100). It was last updated today. 2 contributors account 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
CanonicalOrganization
3,856 followers2,372 public repossince Jul 2019
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 | opensearch-dashboards-charms-single-kernel | 0.0.8 | 818 | 4 | 3 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
78
Development activity
64Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 6.2/36 | Commit cadence — 9/52 weeks with commits |
| 11.7/18 | Commit volume — 19 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 19 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 4 releases published |
| 36/36 | Release recency — latest release 3 days ago |
| 27/27 | Release cadence — a release every ~24.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.0.8 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 24.6 |
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?
30
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | 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 | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
48At risk
How it's scored
| 38.8/80 | Monthly downloads — 818 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | opensearch-dashboards-charms-single-kernel |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 818 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
59
Maintainer resilience (bus factor)
50Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 15.4/22.5 | Commit distribution — top contributor authored 32% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 5 |
| top_contributor_share | 0.316 |
Issue & PR responsiveness
24Critical
How it's scored
| 0/46.8 | Issue resolution — 0% of issues closed |
| 12/38.3 | PR acceptance — 21/67 decided PRs merged |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 16/18 approved changesets -- score normalized to 8 |
Inputs used
| merged_prs | 21 |
| open_issues | 4 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 46 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 3,856 followers of canonical |
| 25/25 | Track record — 2,372 public repos, account ~7 yr old |
Inputs used
| followers | 3,856 |
| owner_type | Organization |
| is_verified | — |
| owner_login | canonical |
| public_repos | 2,372 |
| account_age_days | 2,558 |
Package maintenance
92Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 3 days ago |
| 12/20 | Version history — 4 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | opensearch-dashboards-charms-single-kernel |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 3 |
Engineering Quality
Are baseline engineering and documentation practices in place?
64
Engineering practices
80Good
How it's scored
| 24/24 | CI workflows — 10 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard: CI-Tests — 13 out of 16 merged PRs checked by a CI test -- score normalized to 8 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
40At risk
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
66
Security posture
66Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2/2.5 | CI-Tests — 13 out of 16 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 16/18 approved changesets -- score normalized to 8 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 — 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 3.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.6 |
Excluded from scoring (no data or not applicable): 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.
34
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)
53Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | poetry.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| 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
51Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 50.7/55 | Manageable file sizes — 6/77 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 227,389 |
| source_files_sampled | 77 |
| oversized_source_files | 6 |
Key facts
0GitHub stars
5contributors
19commits, last 12 months
0days since last push
4releases
2bus factor
4open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 6.6 / 10
6.6aggregate
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 |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 8 | CI-Tests | 13 out of 16 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 16/18 approved changesets -- score normalized to 8 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 | 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 5 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 14
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | charmlibs-pathops | (>=1.3.0.post0,<2.0.0) | pyproject.toml |
| PyPI | cosl | (>=1.10.1,<2.0.0) | pyproject.toml |
| PyPI | cryptography | (>=49.0.0,<50.0.0) | pyproject.toml |
| PyPI | data-platform-helpers | (>=1.1.0,<2.0.0) | pyproject.toml |
| PyPI | jsonschema | (>=4.26.0,<5.0.0) | pyproject.toml |
| PyPI | lightkube | (>=0.22.0,<0.23.0) | pyproject.toml |
| PyPI | ops | (>=3.8.0,<4.0.0) | pyproject.toml |
| PyPI | pydantic | (>=2.13.4,<3.0.0) | pyproject.toml |
| PyPI | poetry-core | (>=2.4.1,<3.0.0) | pyproject.toml |
| PyPI | pyyaml | (>=6.0.3,<7.0.0) | pyproject.toml |
| PyPI | requests | (>=2.34.2,<3.0.0) | pyproject.toml |
| PyPI | tenacity | (>=9.1.4,<10.0.0) | pyproject.toml |
| PyPI | typing-extensions | (>=4.16.0,<5.0.0) | pyproject.toml |
| PyPI | urllib3 | (>=2.7.0,<3.0.0) | pyproject.toml |
All dependencies 115
Full resolved dependency set from the GitHub dependency graph: 14 direct and 101 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | charmlibs-pathops | 1.3.0.post0 | direct |
| PyPI | cosl | 1.10.1 | direct |
| PyPI | cryptography | 49.0.0 | direct |
| PyPI | data-platform-helpers | 1.1.0 | direct |
| PyPI | jsonschema | 4.26.0 | direct |
| PyPI | lightkube | 0.22.0 | direct |
| PyPI | ops | 3.8.0 | direct |
| PyPI | poetry-core | 2.4.1 | direct |
| PyPI | pydantic | 2.13.4 | direct |
| PyPI | pyyaml | 6.0.3 | direct |
| PyPI | requests | 2.34.2 | direct |
| PyPI | tenacity | 9.1.4 | direct |
| PyPI | typing-extensions | 4.16.0 | direct |
| PyPI | urllib3 | 2.7.0 | direct |
| PyPI | allure-pytest | 2.16.0 | indirect |
| PyPI | allure-pytest-default-results | 0.1.4 | indirect |
| PyPI | allure-python-commons | 2.16.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.14.2 | indirect |
| PyPI | asttokens | 3.0.2 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | backports-datetime-fromisoformat | 2.0.3 | indirect |
| PyPI | backports-strenum | 1.3.1 | indirect |
| PyPI | bcrypt | 5.0.0 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | codespell | 2.4.3 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.15.1 | indirect |
| PyPI | decorator | 5.3.1 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | executing | 2.2.1 | indirect |
| PyPI | google-auth | 2.56.0 | indirect |
| PyPI | greenlet | 3.5.3 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.3.0 | indirect |
| PyPI | hpack | 4.2.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-ws | 0.8.2 | indirect |
| PyPI | httpx-ws | 0.9.0 | indirect |
| PyPI | hvac | 2.4.0 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | invoke | 3.0.3 | indirect |
| PyPI | ipdb | 0.13.13 | indirect |
| PyPI | ipython | 8.39.0 | indirect |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirect |
| PyPI | jedi | 0.20.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | jubilant | 1.11.0 | indirect |
| PyPI | juju | 3.6.1.3 | indirect |
| PyPI | kubernetes | 30.1.0 | indirect |
| PyPI | lightkube-models | 1.35.0.8 | indirect |
| PyPI | macaroonbakery | 1.3.4 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib-inline | 0.2.2 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | oauthlib | 3.3.1 | indirect |
| PyPI | opensearch-dashboards-charms-single-kernel | 0.0.7 | indirect |
| PyPI | opentelemetry-api | 1.43.0 | indirect |
| PyPI | ops-scenario | 8.8.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | paramiko | 5.0.0 | indirect |
| PyPI | parso | 0.8.7 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | playwright | 1.61.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | protobuf | 7.35.1 | indirect |
| PyPI | psutil | 7.2.2 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.3 | indirect |
| PyPI | pyasn1 | 0.6.4 | indirect |
| PyPI | pyasn1-modules | 0.4.2 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pyee | 13.0.1 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyjwt | 2.13.0 | indirect |
| PyPI | pymacaroons | 0.13.0 | indirect |
| PyPI | pynacl | 1.6.2 | indirect |
| PyPI | pyrfc3339 | 1.1 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-asyncio | 0.21.2 | indirect |
| PyPI | pytest-base-url | 2.1.0 | indirect |
| PyPI | pytest-mock | 3.15.1 | indirect |
| PyPI | pytest-operator | 0.43.2 | indirect |
| PyPI | pytest-playwright | 0.8.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-slugify | 8.0.4 | indirect |
| PyPI | pytz | 2026.2 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | requests-oauthlib | 2.0.0 | indirect |
| PyPI | responses | 0.26.2 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | rpds-py | 0.30.0 | indirect |
| PyPI | ruff | 0.15.21 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | text-unidecode | 1.3 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | toposort | 1.10 | indirect |
| PyPI | traitlets | 5.15.1 | indirect |
| PyPI | typing-inspect | 0.9.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | wcwidth | 0.8.2 | indirect |
| PyPI | websocket-client | 1.9.0 | indirect |
| PyPI | websockets | 16.1 | indirect |
| PyPI | wsproto | 1.3.2 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 695,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 5811,
"Python": 1453620
},
"pushed_at": "2026-07-19T21:35:34Z",
"created_at": "2026-02-03T15:06:54Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T07:55:47Z",
"description": null,
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "2/edge",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://canonical.com",
"name": "Canonical",
"type": "Organization",
"login": "canonical",
"company": null,
"location": "London, UK",
"followers": 3856,
"avatar_url": "https://avatars.githubusercontent.com/u/53057619?v=4",
"created_at": "2019-07-18T18:01:10Z",
"is_verified": null,
"public_repos": 2372,
"account_age_days": 2558
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 4,
"commits_last_year": 19,
"latest_release_at": "2026-07-16T11:51:25Z",
"latest_release_tag": "v0.0.8",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 9,
"days_since_latest_release": 3,
"mean_days_between_releases": 24.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": false,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "opensearch-dashboards-charms-single-kernel",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Intended Audience :: System Administrators",
"Operating System :: POSIX :: Linux"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/opensearch-dashboards-charms-single-kernel/",
"is_deprecated": false,
"latest_version": "0.0.8",
"repository_url": "https://github.com/canonical/opensearch-dashboards-single-kernel-library",
"versions_count": 4,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 818,
"first_published_at": "2026-05-03T17:49:00.022254Z",
"latest_published_at": "2026-07-16T11:51:19.420406Z",
"latest_version_yanked": null,
"days_since_latest_publish": 3
}
]
},
"popularity": {
"forks": 1,
"stars": 0,
"watchers": 0,
"open_issues_and_prs": 7
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 227389,
"source_files_sampled": 77,
"oversized_source_files": 6,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "charmlibs-pathops",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=1.3.0.post0,<2.0.0)"
},
{
"name": "cosl",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=1.10.1,<2.0.0)"
},
{
"name": "cryptography",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=49.0.0,<50.0.0)"
},
{
"name": "data-platform-helpers",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=1.1.0,<2.0.0)"
},
{
"name": "jsonschema",
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"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"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": "detected GitHub workflow tokens with excessive permissions",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"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": 5
},
"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": "at_risk",
"name": "AI Readiness",
"value": 34,
"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": "moderate",
"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": 53,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"poetry.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"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": 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": "tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 227389,
"source_files_sampled": 77,
"oversized_source_files": 6
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "6/77 source files over 60KB",
"points": 50.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 77,
"oversized": 6
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-19T21:48:47.180885Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/canonical/opensearch-dashboards-single-kernel-library.svg",
"full_name": "canonical/opensearch-dashboards-single-kernel-library",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.15.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.