infraguys/restalchemy holds a health index of 31 out of 100, placing it in the At risk band. It scores highest on Vitality (90/100) and lowest on Security (30/100). It was last updated today. 2 contributors account for most of its recent work.
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.
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.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | restalchemy | 15.2.6 | - | 56 | 0 days ago |
Is the project alive — is code being written and are releases shipping?
| 36/36 | Push recency — last push 0 days ago |
| 21.5/36 | Commit cadence — 31/52 weeks with commits |
| 16.7/18 | Commit volume — 72 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 72 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 31 |
| 27/27 | Ships releases — 55 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~5.4 days |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| releases_count | 55 |
| latest_release_tag | 15.2.6 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 5.4 |
Does the project have users, downloads, attention, and a welcoming setup for contributors?
| 14.6/60 | Stars — 9 stars |
| 0/25 | Forks — 2 forks |
| 2.7/15 | Watchers — 4 watchers |
| forks | 2 |
| stars | 9 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 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 |
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 11.6/22.5 | Commit distribution — top contributor authored 49% of commits |
| 13.5/13.5 | Contributor breadth — 13 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 13 |
| top_contributor_share | 0.486 |
| 8.5/46.8 | Issue resolution — 18% of issues closed |
| 36.1/38.3 | PR acceptance — 119/126 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
| merged_prs | 119 |
| open_issues | 9 |
| closed_issues | 2 |
| issue_closed_ratio | 0.182 |
| closed_unmerged_prs | 7 |
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 11.7/25 | Owner reach — 41 followers of infraguys |
| 15/25 | Track record — 35 public repos, account ~1 yr old |
| followers | 41 |
| owner_type | Organization |
| is_verified | — |
| owner_login | infraguys |
| public_repos | 35 |
| account_age_days | 665 |
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 56 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
| packages | restalchemy |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Are baseline engineering and documentation practices in place?
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 10/10 | Topics — 1 topics |
| 10/10 | Wiki |
| topics | genesis-core-libs |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessed| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 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 2 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 |
| 6/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 17 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 30 |
| security_posture_before_jurisdiction | 60 |
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.
| 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 |
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 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 — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.7/55 | Manageable file sizes — 1/199 source files over 60KB |
| primary_language | Python |
| largest_source_bytes | 69,840 |
| source_files_sampled | 199 |
| oversized_source_files | 1 |
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 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 2 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 |
| 8 | Signed-Releases | 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 17 existing vulnerabilities detected |
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | oslo.config | >=3.22.2,<10.0.0 | pyproject.toml |
| PyPI | WebOb | >=1.8.9,<1.9.0 | pyproject.toml |
| PyPI | requests | >=2.32.4,<3.0.0 | pyproject.toml |
| PyPI | mysql-connector-python | ==8.4.0 | pyproject.toml |
| PyPI | PyYAML | >=6.0 | pyproject.toml |
| PyPI | netaddr | >=0.7.18 | pyproject.toml |
| PyPI | psycopg | >=3.2.4,<4.0.0 | pyproject.toml |
| PyPI | email-validator | >=2.2.0,<3.0.0 | pyproject.toml |
| PyPI | orjson | >=3.10.0,<4.0.0 | pyproject.toml |
Full resolved dependency set from the GitHub dependency graph: 14 direct and 84 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | email-validator | 2.3.0 | direct |
| PyPI | mysql-connector-python | 8.4.0 | direct |
| PyPI | netaddr | 1.3.0 | direct |
| PyPI | orjson | 3.10.15 | direct |
| PyPI | orjson | 3.11.5 | direct |
| PyPI | orjson | 3.11.7 | direct |
| PyPI | oslo-config | 9.6.0 | direct |
| PyPI | oslo-config | 9.8.0 | direct |
| PyPI | psycopg | 3.2.13 | direct |
| PyPI | psycopg | 3.3.3 | direct |
| PyPI | pyyaml | 6.0.3 | direct |
| PyPI | requests | 2.32.4 | direct |
| PyPI | requests | 2.32.5 | direct |
| PyPI | webob | 1.8.10 | direct |
| PyPI | backports-zoneinfo | 0.2.1 | indirect |
| PyPI | cachetools | 5.5.2 | indirect |
| PyPI | cachetools | 6.2.6 | indirect |
| PyPI | cachetools | 7.0.1 | indirect |
| PyPI | certifi | 2026.1.4 | indirect |
| PyPI | chardet | 5.2.0 | indirect |
| PyPI | charset-normalizer | 3.4.4 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.10.7 | indirect |
| PyPI | coverage | 7.13.4 | indirect |
| PyPI | coverage | 7.6.1 | indirect |
| PyPI | debtcollector | 3.0.0 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | dnspython | 2.6.1 | indirect |
| PyPI | dnspython | 2.7.0 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | filelock | 3.16.1 | indirect |
| PyPI | filelock | 3.19.1 | indirect |
| PyPI | filelock | 3.24.3 | indirect |
| PyPI | idna | 3.11 | indirect |
| PyPI | importlib-resources | 6.4.5 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | legacy-cgi | 2.6.4 | indirect |
| PyPI | librt | 0.8.1 | indirect |
| PyPI | mock | 5.2.0 | indirect |
| PyPI | mypy | 1.14.1 | indirect |
| PyPI | mypy | 1.19.1 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | oslo-i18n | 6.4.0 | indirect |
| PyPI | oslo-i18n | 6.6.0 | indirect |
| PyPI | oslo-i18n | 6.7.2 | indirect |
| PyPI | packaging | 26.0 | indirect |
| PyPI | parameterized | 0.9.0 | indirect |
| PyPI | pathspec | 1.0.4 | indirect |
| PyPI | pbr | 5.8.1 | indirect |
| PyPI | platformdirs | 4.3.6 | indirect |
| PyPI | platformdirs | 4.4.0 | indirect |
| PyPI | platformdirs | 4.9.2 | indirect |
| PyPI | pluggy | 1.5.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | psutil | 7.2.2 | indirect |
| PyPI | psycopg-binary | 3.2.13 | indirect |
| PyPI | psycopg-binary | 3.3.3 | indirect |
| PyPI | psycopg-pool | 3.2.8 | indirect |
| PyPI | psycopg-pool | 3.3.0 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pyproject-api | 1.10.0 | indirect |
| PyPI | pyproject-api | 1.8.0 | indirect |
| PyPI | pyproject-api | 1.9.1 | indirect |
| PyPI | pytest | 8.3.5 | indirect |
| PyPI | pytest | 8.4.2 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | pytest-cov | 6.3.0 | indirect |
| PyPI | pytest-timer | 1.0.0 | indirect |
| PyPI | pytest-xdist | 3.6.1 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | rfc3986 | 2.0.0 | indirect |
| PyPI | ruff | 0.15.22 | indirect |
| PyPI | setuptools-git | 1.2 | indirect |
| PyPI | shellcheck-py | 0.10.0.1 | indirect |
| PyPI | shellcheck-py | 0.11.0.1 | indirect |
| PyPI | stevedore | 5.3.0 | indirect |
| PyPI | stevedore | 5.5.0 | indirect |
| PyPI | stevedore | 5.6.0 | indirect |
| PyPI | tomli | 2.4.0 | indirect |
| PyPI | tox | 4.25.0 | indirect |
| PyPI | tox | 4.30.3 | indirect |
| PyPI | tox | 4.40.0 | indirect |
| PyPI | tox-uv | 1.13.1 | indirect |
| PyPI | tox-uv | 1.28.1 | indirect |
| PyPI | tox-uv | 1.29.0 | indirect |
| PyPI | typing-extensions | 4.13.2 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | tzdata | 2025.3 | indirect |
| PyPI | urllib3 | 2.2.3 | indirect |
| PyPI | urllib3 | 2.6.3 | indirect |
| PyPI | uv | 0.10.4 | indirect |
| PyPI | virtualenv | 20.38.0 | indirect |
| PyPI | wrapt | 2.0.1 | indirect |
| PyPI | wrapt | 2.1.1 | indirect |
| PyPI | zipp | 3.20.2 | indirect |
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]
}
],
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{
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"value": 32,
"weight": 0.18,
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}
],
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{
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{
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]
},
{
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{
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{
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{
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],
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},
{
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"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"components": [
{
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{
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{
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],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"max_points": 10
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]
},
{
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"notes": [],
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"inputs": {
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"closed_unmerged_prs": 7
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"components": [
{
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"share": 18
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"status": "partial",
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{
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"decided": 126
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],
"max_points": 38.25
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{
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
"value": 57,
"inputs": {
"followers": 41,
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"is_verified": null,
"owner_login": "infraguys",
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"account_age_days": 665
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"components": [
{
"key": "ownership_backing",
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"points": 30,
"status": "met",
"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",
"name": "Owner reach",
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"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 41,
"login": "infraguys"
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],
"max_points": 25
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{
"key": "track_record",
"name": "Track record",
"detail": "35 public repos, account ~1 yr old",
"points": 15,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 35
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},
{
"code": "account_age_years",
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"years": 1
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "pypi",
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"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 0
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "56 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 56
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}
],
"max_points": 20
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{
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"code": "package_not_deprecated",
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],
"max_points": 20
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]
}
],
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},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
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"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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"has_linter_config": true,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
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"details": [
{
"code": "ci_workflows",
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"count": 2
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}
],
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
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"status": "met",
"details": [
{
"code": "file_list",
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"files": "tox.ini"
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
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{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"status": "met",
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"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
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"homepage": null,
"has_readme": true,
"has_docs_dir": true,
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"components": [
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"key": "readme",
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"points": 30,
"status": "met",
"details": [],
"max_points": 30
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{
"key": "documentation_directory",
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"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "topics",
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"points": 10,
"status": "met",
"details": [
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"code": "topics_count",
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],
"max_points": 10
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{
"key": "wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
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"name": "Security",
"value": 30,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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{
"code": "jurisdiction_posture_adjustment",
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"pct": 50
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],
"value": 30,
"inputs": {
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"security_posture_before_jurisdiction": 60
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"components": [
{
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"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",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 7.5
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{
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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",
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{
"key": "code_review",
"name": "Code-Review",
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"status": "met",
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
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"status": "missed",
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow 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",
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"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
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"status": "missed",
"details": [],
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "17 existing vulnerabilities detected",
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"status": "missed",
"details": [],
"max_points": 7.5
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
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"code": "jurisdiction_evidence_limits",
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}
],
"value": 50,
"inputs": {
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"exposures": [
{
"role": "top_contributor",
"count": 5,
"country": "Russia"
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],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 7
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (5)",
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"status": "partial",
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"code": "jurisdiction_exposure",
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"country": "Russia"
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}
],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 36,
"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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"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",
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},
{
"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": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 53,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": true,
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
"name": "Automated tests",
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"points": 22,
"status": "met",
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "tox.ini",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
"files": "tox.ini"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
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}
],
"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": "2026-07-20T10:30:50.045297Z",
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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 v0.15.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.