Public recordGood
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 11:10 UTC
astropy / pyvo
An Astropy affiliated package providing access to remote data and services of the Virtual Observatory (VO) using Python.
astropy/pyvo holds a health index of 79 out of 100, placing it in the Good band. It scores highest on Vitality (87/100) and lowest on AI Readiness (48/100). It was last updated 10 days ago. 3 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
The Astropy ProjectOrganization
469 followers86 public repossince Jun 2011
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 | pyvo | 1.9.1 | 390,240 | 44 | 43 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
87
Development activity
83Good
How it's scored
| 28.8/36 | Push recency — last push 10 days ago |
| 26.3/36 | Commit cadence — 38/52 weeks with commits |
| 18/18 | Commit volume — 223 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 223 |
| human_commit_share | 0.97 |
| days_since_last_push | 10 |
| active_weeks_last_year | 38 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 40 releases published |
| 36/36 | Release recency — latest release 43 days ago |
| 19.8/27 | Release cadence — a release every ~67.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 40 |
| latest_release_tag | v1.9.1 |
| releases_from_tags | no |
| days_since_latest_release | 43 |
| mean_days_between_releases | 67.2 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
67
Popularity & adoption
53Moderate
How it's scored
| 31.5/60 | Stars — 88 stars |
| 14.8/25 | Forks — 61 forks |
| 7/15 | Watchers — 19 watchers |
Inputs used
| forks | 61 |
| stars | 88 |
| watchers | 19 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
65Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 0/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
93Excellent
How it's scored
| 74.6/80 | Monthly downloads — 390,240 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | pyvo |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 390,240 |
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?
82
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16/22.5 | Commit distribution — top contributor authored 29% of commits |
| 13.5/13.5 | Contributor breadth — 42 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 79 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 42 |
| top_contributor_share | 0.289 |
How it's scored
| 36.7/46.8 | Issue resolution — 78% of issues closed |
| 35.4/38.3 | PR acceptance — 404/437 decided PRs merged |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 7/11 approved changesets -- score normalized to 6 |
Inputs used
| merged_prs | 404 |
| open_issues | 72 |
| closed_issues | 261 |
| issue_closed_ratio | 0.784 |
| closed_unmerged_prs | 33 |
Ownership & stewardship
74Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 19.2/25 | Owner reach — 469 followers of astropy |
| 25/25 | Track record — 86 public repos, account ~15 yr old |
Inputs used
| followers | 469 |
| owner_type | Organization |
| is_verified | — |
| owner_login | astropy |
| public_repos | 86 |
| account_age_days | 5,520 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 43 days ago |
| 20/20 | Version history — 44 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | pyvo |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 43 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 3 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 — 10 out of 10 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 | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pyvo.readthedocs.io/en/latest |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://pyvo.readthedocs.io/en/latest |
| 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?
71
Security posture
64Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 10 out of 10 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 |
| 4.5/7.5 | Code-Review — Found 7/11 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 79 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 5 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 2/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
| 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 |
| 0/7.5 | 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 | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 6.4 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 11 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyvo@1.9.1 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.
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.
48
Agent context & guidance
25Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 25.3/40 | Legible commit history — 46 of 97 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.474 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
63Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 8/8 | Automated maintenance — 3 of the last 100 commits are automated dependency updates |
| 4/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.03 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.6/55 | Manageable file sizes — 1/155 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 74,268 |
| source_files_sampled | 155 |
| oversized_source_files | 1 |
Key facts
88GitHub stars
42contributors
223commits, last 12 months
10days since last push
40releases
3bus factor
72open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 61 ⇿
0Stars
61Forks
40Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 3Patch 21
Each point covers 12 days.
OpenSSF Scorecard 6.4 / 10
6.4aggregate
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 | 10 out of 10 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 |
| 6 | Code-Review | Found 7/11 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 79 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 5 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 4 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 4 |
| 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 |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | astropy | >=5.0 | setup.cfg |
| PyPI | requests | — | setup.cfg |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories 0
Installing pypi:pyvo@1.9.1 pulls in 11 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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{
"oid": "a7c6e6c22792189d1ed74eb0db09cb56df13bf1a",
"body": "Don't use ADQL reserved words as column names in table load docs",
"is_bot": false,
"headline": "Merge pull request #775 from fajpunk/docs-user-table-load-consistency",
"author_name": "Brigitta Sipőcz",
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"oid": "79f1d852960be4d8e61ce2fad1b3a5f4a47a74c7",
"body": "The [`create_table`\ndocs](https://github.com/astropy/pyvo/blob/6c5311c06cd04cf0c56f648ccdae50338cc351a2/docs/dal/index.rst?plain=1#L412)\ncurrently create a table with a `count` column. This will cause an error\nwhen run against\na [youcat](https://github.com/opencadc/tap/tree/main/youcat) TAP server\n(\n[…]\nome of the Rubin TAP\nservices.\n\nThis changes the docs to use `count_of` for that column name instead of\n`count`. See [this cadc/tap\nissue](https://github.com/opencadc/tap/issues/263) for more details.",
"is_bot": false,
"headline": "Don't use ADQL reserved words as column names in table load docs",
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},
{
"oid": "6c5311c06cd04cf0c56f648ccdae50338cc351a2",
"body": "ENH: Change tapregext code to handle proposed use of forMode to allow specifying limits per mode",
"is_bot": false,
"headline": "Merge pull request #757 from stvoutsin/forMode",
"author_name": "Brigitta Sipőcz",
"author_login": "bsipocz",
"committed_at": "2026-07-08T20:17:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86c77fa6d0ece08cbca8e77749316bebeb3adc87",
"body": "Pass session when creating `VOSITables` objects",
"is_bot": false,
"headline": "Merge pull request #772 from fajpunk/tickets/DM-55091/vosi-auth-fix",
"author_name": "msdemlei",
"author_login": "msdemlei",
"committed_at": "2026-07-07T12:03:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f5c51799bf2f94feed8fb88aa358e5de0cfec07",
"body": "It is no longer used anywhere. It creates a ``VOSITables`` object\nwithout propagating the existing session, and there is no clear way to\nfix it. It was added in\nhttps://github.com/astropy/pyvo/commit/72005872b8148fd3fee8571b357d0cbcf089d1de\nand all usages of it were removed in\nhttps://github.com/astropy/pyvo/commit/e71a8e3f08ef0300cd68316023bc09b186ac4ea0\non Jan 9, 2018.",
"is_bot": false,
"headline": "Remove ``dal.vosi.TablesMixin``",
"author_name": "Dan Fuchs",
"author_login": "fajpunk",
"committed_at": "2026-07-06T16:05:20Z",
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{
"oid": "d416898885efcc1a1579e1d1331b54a2df5dd4f4",
"body": null,
"is_bot": false,
"headline": "Fix class-scoped fixture deprecation in TestSQLLiterals",
"author_name": "Stelios Voutsinas",
"author_login": "stvoutsin",
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"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
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"detail": "recognized license (BSD-3-Clause)",
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"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"details": [],
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},
{
"key": "code_of_conduct",
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},
{
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{
"key": "pr_template",
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]
},
{
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"status": "partial",
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"code": "downloads_monthly",
"params": {
"count": 390240,
"ecosystems": "pypi"
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}
],
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{
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"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 82,
"weight": 0.24,
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"key": "maintainer_resilience",
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"note": null,
"notes": [],
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"top_contributor_share": 0.289
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"components": [
{
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}
],
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{
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"code": "top_contributor_share",
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}
],
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{
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],
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{
"key": "openssf_scorecard_contributors",
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"issue_closed_ratio": 0.784,
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"components": [
{
"key": "issue_resolution",
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}
],
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{
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"points": 35.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
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"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_login": "astropy",
"public_repos": 86,
"account_age_days": 5520
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"components": [
{
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"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",
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},
{
"key": "owner_reach",
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"points": 19.2,
"status": "partial",
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}
],
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{
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"points": 25,
"status": "met",
"details": [
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"code": "public_repos",
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"count": 86
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},
{
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}
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 43
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"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
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},
{
"key": "publish_recency",
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"detail": "latest publish 43 days ago",
"points": 35,
"status": "met",
"details": [
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"code": "publish_recency",
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}
],
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{
"key": "version_history",
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"points": 20,
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"details": [
{
"code": "published_versions",
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
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},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
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"components": [
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"points": 24,
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"details": [
{
"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "tox.ini",
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"details": [
{
"code": "file_list",
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],
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{
"key": "pre_commit_hooks",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
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{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
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"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
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"has_docs_dir": true,
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"points": 30,
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"details": [],
"max_points": 30
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{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
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"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
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"details": [],
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{
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},
{
"key": "topics",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
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"details": [],
"max_points": 10
}
]
}
],
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},
{
"key": "security",
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"name": "Security",
"value": 71,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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}
],
"value": 64,
"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 6.4
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"components": [
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},
{
"key": "branch_protection",
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"points": 0,
"status": "excluded",
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"code": "no_data",
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}
],
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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",
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},
{
"key": "code_review",
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"points": 4.5,
"status": "partial",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 79 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is 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
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 4",
"points": 2,
"status": "partial",
"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": [
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"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": "dependency_advisories",
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"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyvo@1.9.1 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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{
"code": "advisories_scope_published",
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}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"advisories": 0,
"affected_packages": 0,
"assessed_packages": 11,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
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"packages": [],
"red_flag": false,
"assessed_packages": 11,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
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"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"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",
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"review_only_matches": 0,
"assessed_self_published_locations": 9
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
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"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
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}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"components": [
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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},
{
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"status": "partial",
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}
],
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]
},
{
"key": "ai_verify_loop",
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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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-07-25T11:10:41.361610Z",
"schema_version": "0.27.0",
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"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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.