Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-12 02:48 UTC

inveniosoftware / invenio-rdm-records

DataCite-based data model for InvenioRDM flavour.

Python · JavaScriptMIT★ 23 stars⑂ 122 forkssince Jul 2019View on GitHub ↗
KindPluginLibraryhow this is determined

inveniosoftware/invenio-rdm-records holds a health index of 89 out of 100, placing it in the Excellent band. It scores highest on Sustainability & Governance (86/100) and lowest on AI Readiness (53/100). It was last updated 3 days ago. 6 contributors account for most of its recent work.

89
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

89
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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.

The weighted overall 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

Invenio digital repository frameworkOrganization
204 followers171 public repossince Oct 2011

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIinvenio-rdm-records35.0.213,90257114 days agodatainveniomodelrdm

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

77Good · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 3 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 294 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year294
human_commit_share1
days_since_last_push3
active_weeks_last_year51

Release discipline

44Weak
How it's scored
27/27Ships releases — 1 releases published
0/36Release recency — latest release 1,688 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count1
latest_release_tagv0.34.4
releases_from_tagsno
days_since_latest_release1,688
mean_days_between_releases—
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?

64Moderate · 17% of overall

Popularity & adoption

50Moderate
How it's scored
21.8/60Stars — 23 stars
17.4/25Forks — 122 forks
10.3/15Watchers — 71 watchers
Inputs used
forks122
stars23
watchers71
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

69Good
How it's scored
55.2/80Monthly downloads — 13,902 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesinvenio-rdm-records
dependents—
ecosystemspypi
total_downloads—
monthly_downloads13,902
unverified_packages_excluded—
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?

86Excellent · 23% of overall

Maintainer resilience (bus factor)

92Excellent
How it's scored
48.6/54Bus factor — 6 contributor(s) cover half of all commits
19.7/22.5Commit distribution — top contributor authored 12% of commits
13.5/13.5Contributor breadth — 65 contributors
10/10OpenSSF Scorecard: Contributors — project has 32 contributing companies or organizations
Inputs used
bus_factor6
contributors_sampled65
top_contributor_share0.123

Issue & PR responsiveness

80Excellent
How it's scored
34.6/42Issue resolution — 82% of issues closed
25.9/30PR acceptance — 1,468/1,703 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
9/15OpenSSF Scorecard: Code-Review — Found 16/24 approved changesets -- score normalized to 6
Inputs used
merged_prs1,468
open_issues119
closed_issues560
prs_merged_7d2
prs_decided_7d3
prs_merged_30d15
prs_decided_30d19
issue_closed_ratio0.825
closed_unmerged_prs235
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

72Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
16.6/25Owner reach — 204 followers of inveniosoftware
25/25Track record — 171 public repos, account ~14 yr old
Inputs used
followers204
owner_typeOrganization
is_verifiedno
owner_logininveniosoftware
public_repos171
account_age_days5,432

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 14 days ago
20/20Version history — 571 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesinvenio-rdm-records
ecosystemspypi
any_deprecatedno
min_days_since_publish14

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

90Excellent
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.yml, pyproject.toml ([tool.isort])
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

80Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://invenio-rdm-records.readthedocs.io
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepagehttps://invenio-rdm-records.readthedocs.io
docs_sitehttps://invenio-rdm-records.readthedocs.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

60Moderate · 16% of overall

Security posture

53Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 16/24 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 32 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.3
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

88Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
12.6/25Indirect dependencies free of known advisories — 1 affected: weasyprint 69.0.0 (moderate 6.2)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories2
affected_packages1
assessed_packages221
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Matched the pypi:invenio-rdm-records@35.0.2 runtime dependency closure — what installing the published package pulls in — 221 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

53Moderate · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 93 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.93
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

61Moderate
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — .eslintrc.yml, pyproject.toml ([tool.isort])
0/11Static type checking
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
54.9/55Manageable file sizes — 1/705 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes79,157
source_files_sampled705
oversized_source_files1

Key facts

23GitHub stars
65contributors
294commits, last 12 months
3days since last push
1releases
6bus factor
119open 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 ★ / 122 ⇿
0Stars
122Forks
1Releases

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.

02040608010012012042019-092023-032026-09
Major 0Minor 0Patch 1

Each point covers 7 days.

OpenSSF Scorecard 5.3 / 10
5.3aggregate

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).Scorecard v5.5.0 · 2026-09-12 02:48 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal 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
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 16/24 approved changesets -- score normalized to 6
10Contributorsproject has 32 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 29
RegistryPackageVersion constraintManifest
PyPIarrow>=0.17.0pyproject.toml
PyPIbabel-edtf>=1.2.0pyproject.toml
PyPIciteproc-py>=0.10.7pyproject.toml
PyPIciteproc-py-styles>=0.1.2,<1.0.0pyproject.toml
PyPIcommonmeta-py>=0.268,<1.0.0pyproject.toml
PyPIdatacite>=1.1.1,<2.0.0pyproject.toml
PyPIdcxml>=0.1.2,<1.0.0pyproject.toml
PyPIfaker>=2.0.3pyproject.toml
PyPIflask-iiif>=2.0.0,<3.0.0pyproject.toml
PyPIinvenio-administration>=7.0.0,<8.0.0pyproject.toml
PyPIinvenio-audit-logs>=4.0.0,<5.0.0pyproject.toml
PyPIinvenio-base>=2.3.0,<3.0.0pyproject.toml
PyPIinvenio-checks>=12.0.0,<13.0.0pyproject.toml
PyPIinvenio-collections>=10.0.0,<11.0.0pyproject.toml
PyPIinvenio-communities>=29.0.0,<30.0.0pyproject.toml
PyPIinvenio-drafts-resources>=11.0.0,<12.0.0pyproject.toml
PyPIinvenio-i18n>=4.0.0,<5.0.0pyproject.toml
PyPIinvenio-jobs>=11.0.0,<12.0.0pyproject.toml
PyPIinvenio-oaiserver>=6.0.0,<7.0.0pyproject.toml
PyPIinvenio-oauth2server>=6.0.0,<7.0.0pyproject.toml
PyPIinvenio-records-resources>=11.0.0,<12.0.0pyproject.toml
PyPIinvenio-stats>=7.0.0,<8.0.0pyproject.toml
PyPIinvenio-vocabularies>=14.0.0,<15.0.0pyproject.toml
PyPInameparser>=1.1.1pyproject.toml
PyPIpycountry>=22.3.5pyproject.toml
PyPIpydash>=6.0.0,<7.0.0pyproject.toml
PyPIpython-slugify>=8.0.1pyproject.toml
PyPIpytz>=2020.4pyproject.toml
PyPIpyyaml>=5.4.0pyproject.toml
All dependencies 241

Full resolved dependency set from the GitHub dependency graph: 29 direct and 212 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIarrow—direct
PyPIbabel-edtf—direct
PyPIciteproc-py—direct
PyPIciteproc-py-styles—direct
PyPIcommonmeta-py—direct
PyPIdatacite—direct
PyPIdcxml—direct
PyPIfaker—direct
PyPIflask-iiif—direct
PyPIinvenio-administration—direct
PyPIinvenio-audit-logs—direct
PyPIinvenio-base—direct
PyPIinvenio-checks—direct
PyPIinvenio-collections—direct
PyPIinvenio-communities—direct
PyPIinvenio-drafts-resources—direct
PyPIinvenio-i18n—direct
PyPIinvenio-jobs—direct
PyPIinvenio-oaiserver—direct
PyPIinvenio-oauth2server—direct
PyPIinvenio-records-resources—direct
PyPIinvenio-stats—direct
PyPIinvenio-vocabularies—direct
PyPInameparser—direct
PyPIpycountry—direct
PyPIpydash—direct
PyPIpython-slugify—direct
PyPIpytz—direct
PyPIpyyaml—direct
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npmvoid-elements3.1.0indirect
npmwrappy1.0.2indirect
npmxtend4.0.2indirect
npmyup^0.32.11indirect
PyPIbabel—indirect
PyPIinvenio-app—indirect
PyPIinvenio-db—indirect
PyPIinvenio-github—indirect
PyPIinvenio-search—indirect
PyPIinvenio-vcs—indirect
PyPIpsutil—indirect
PyPIpytest-black—indirect
PyPIpytest-invenio—indirect
PyPIpytest-mock—indirect
PyPIsphinx—indirect
PyPItripoli—indirect
Dependency advisories 1

Installing pypi:invenio-rdm-records@35.0.2 pulls in 221 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
weasyprint69.0.0indirectmoderate270.0

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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Related records

Inspected repositories sharing catalogue tags or ecosystems with inveniosoftware/invenio-rdm-records. Read them side by side →

98Automattic/mongooseMongoDB object modeling designed to work in an asynchronous environment.Exceptional86Catel/CatelAn application development platformExcellent81mswjs/dataData querying library for testing JavaScript applications.Excellent100apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflowsExceptional100run-llama/llama_indexLlamaIndex is the document processing platform for AIExceptional100PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python.Exceptional

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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.