Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 17:56 UTC

OmniNode-ai / omnimarket

Portable ONEX workflow package registry

PythonMIT★ 2 stars⑂ 1 forksince Apr 2026View on GitHub ↗
KindPluginCommand-line toolLibraryNetwork servicehow this is determined

OmniNode-ai/omnimarket holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Engineering Quality (86/100) and lowest on Community & Adoption (41/100). It was last updated today. A single contributor accounts for most of its recent work.

77
overall / 100
Good

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.

77
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 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

OmniNode.aiOrganization
16 followers18 public repossince Apr 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIomnimarket0.4.968,550870 days agocontractevent-drivenmarketplaceonexportableworkflow

Metrics by category

Vitality

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

85Excellent · 21% of overall

Development activity

81Excellent
How it's scored
36/36Push recency — last push 0 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 2,329 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,329
human_commit_share0.69
days_since_last_push0
active_weeks_last_year24

Release discipline

90Excellent
How it's scored
27/27Ships releases — 89 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~0.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count89
latest_release_tagv0.4.96
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

41Weak · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 2 stars
0/25Forks — 1 forks
0/15Watchers — 0 watchers
Inputs used
forks1
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

66Good
How it's scored
52.4/80Monthly downloads — 8,550 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesomnimarket
dependents—
ecosystemspypi
total_downloads—
monthly_downloads8,550
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?

55Moderate · 23% of overall

Maintainer resilience (bus factor)

23At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.2/22.5Commit distribution — top contributor authored 99% of commits
4.1/13.5Contributor breadth — 3 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.99

Issue & PR responsiveness

60Moderate
How it's scored
21/42Issue resolution — 50% of issues closed
28.2/30PR acceptance — 2,393/2,548 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
3/15OpenSSF Scorecard: Code-Review — Found 6/30 approved changesets -- score normalized to 2
Inputs used
merged_prs2,393
open_issues1
closed_issues1
prs_merged_7d39
prs_decided_7d39
prs_merged_30d40
prs_decided_30d40
issue_closed_ratio0.5
closed_unmerged_prs155
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

51Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
8.8/25Owner reach — 16 followers of OmniNode-ai
12.1/25Track record — 18 public repos, account ~1 yr old
Inputs used
followers16
owner_typeOrganization
is_verifiedno
owner_loginOmniNode-ai
public_repos18
account_age_days508

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 87 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesomnimarket
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 69 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

75Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

56Moderate · 16% of overall

Security posture

45Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
1.5/7.5Code-Review — Found 6/30 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
3.5/5SAST — SAST tool detected but not run on all commits
1.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.5
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories10
affected_packages2
assessed_packages377
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 377 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

73Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 69 of 69 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes3,609

Verify loop (build / test / typecheck)

60Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — src/omnimarket/py.typed
10/10Reproducible environment — Dockerfile, lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configssrc/omnimarket/py.typed
agent_commit_share0.02
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (src/omnimarket/py.typed)
54.6/55Manageable file sizes — 35/5,421 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes296,458
source_files_sampled5,421
oversized_source_files35

Key facts

2GitHub stars
3contributors
2,329commits, last 12 months
0days since last push
89releases
1bus factor
1open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:omnimarket@0.4.96; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 4.5 / 10
4.5aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-15 17:56 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 6/30 approved changesets -- score normalized to 2
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
7SASTSAST tool detected but not run on all commits
3Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
4Vulnerabilities6 existing vulnerabilities detected
Direct dependencies 28
RegistryPackageVersion constraintManifest
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PyPIcryptography>=50.0.1,<51.0.0pyproject.toml
All dependencies 377

Full resolved dependency set from the GitHub dependency graph: 29 direct and 348 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIopentelemetry-instrumentation-asyncpg0.65b0indirect
PyPIopentelemetry-instrumentation-fastapi0.65b0indirect
PyPIopentelemetry-instrumentation-google-genai0.7b1indirect
PyPIopentelemetry-instrumentation-kafka-python0.65b0indirect
PyPIopentelemetry-instrumentation-redis0.65b0indirect
PyPIopentelemetry-proto1.41.1indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-resourcedetector-gcp1.14.0indirect
PyPIopentelemetry-sdk1.41.1indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.62b1indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIopentelemetry-util-genai0.3b0indirect
PyPIopentelemetry-util-http0.65b0indirect
PyPIoptimum2.1.0indirect
PyPIoptimum-onnx0.1.0indirect
PyPIorderly-set5.5.0indirect
PyPIpaho-mqtt2.1.0indirect
PyPIpandas3.0.5indirect
PyPIpathspec1.1.1indirect
PyPIpinecone-client6.0.0indirect
PyPIpinecone-plugin-interface0.0.7indirect
PyPIplatformdirs4.11.8indirect
PyPIpluggy1.6.0indirect
PyPIportalocker3.2.0indirect
PyPIpostgrest2.31.0indirect
PyPIpre-commit4.5.1indirect
PyPIprometheus-client0.26.0indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.4indirect
PyPIprotobuf6.33.6indirect
PyPIpsutil7.2.2indirect
PyPIpyarrow25.0.1indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.5indirect
PyPIpygments2.21.0indirect
PyPIpyopenssl26.4.0indirect
PyPIpyparsing3.3.2indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-split0.11.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-discovery1.6.0indirect
PyPIpython-dotenv1.2.3indirect
PyPIpython-multipart0.0.32indirect
PyPIpytz2026.3.post1indirect
PyPIpywin32312indirect
PyPIqdrant-client1.19.0indirect
PyPIrapidfuzz3.14.6indirect
PyPIrealtime2.31.0indirect
PyPIredis8.1.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.8.31indirect
PyPIregex2026.9.10indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrfc3161-client1.0.8indirect
PyPIrfc87850.1.4indirect
PyPIrouge-score0.1.2indirect
PyPIrpds-py2026.6.3indirect
PyPIruamel-yaml0.19.1indirect
PyPIruff0.15.22indirect
PyPIruff0.16.5indirect
PyPIs3transfer0.19.2indirect
PyPIsafetensors0.8.0indirect
PyPIscikit-learn1.9.0indirect
PyPIscikit-learn1.9.1indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.1indirect
PyPIsecuresystemslib1.5.1indirect
PyPIsetuptools84.0.0indirect
PyPIsigstore4.5.0indirect
PyPIsigstore-models0.0.6indirect
PyPIsigstore-rekor-types0.0.18indirect
PyPIsix1.17.0indirect
PyPIslowapi0.1.10indirect
PyPIsniffio1.3.1indirect
PyPIsqlalchemy2.0.52indirect
PyPIsqlalchemy-spanner1.20.0indirect
PyPIsqlparse0.6.0indirect
PyPIsse-starlette3.4.11indirect
PyPIsse-starlette3.4.8indirect
PyPIstarlette1.6.0indirect
PyPIstorage32.31.0indirect
PyPIstrenum0.4.15indirect
PyPIstructlog25.5.0indirect
PyPIsupabase2.31.0indirect
PyPIsupabase-auth2.31.0indirect
PyPIsupabase-functions2.31.0indirect
PyPIsympy1.14.0indirect
PyPItabulate0.10.0indirect
PyPItenacity9.1.4indirect
PyPItextual8.2.8indirect
PyPIthreadpoolctl3.6.0indirect
PyPItiktoken0.14.0indirect
PyPItokenizers0.22.2indirect
PyPItokenizers0.23.1indirect
PyPItorch2.14.0indirect
PyPItqdm4.70.0indirect
PyPItqdm4.70.1indirect
PyPItrack-a-adk0.1.0indirect
PyPItransformers4.57.6indirect
PyPItree-sitter0.26.0indirect
PyPItree-sitter-bash0.25.1indirect
PyPItree-sitter-c0.24.2indirect
PyPItree-sitter-c-sharp0.23.5indirect
PyPItree-sitter-cpp0.23.4indirect
PyPItree-sitter-elixir0.3.5indirect
PyPItree-sitter-fortran0.6.0indirect
PyPItree-sitter-go0.25.0indirect
PyPItree-sitter-groovy0.1.2indirect
PyPItree-sitter-java0.23.5indirect
PyPItree-sitter-javascript0.25.0indirect
PyPItree-sitter-json0.24.8indirect
PyPItree-sitter-julia0.23.1indirect
PyPItree-sitter-kotlin1.1.0indirect
PyPItree-sitter-lua0.5.0indirect
PyPItree-sitter-objc3.0.2indirect
PyPItree-sitter-php0.24.1indirect
PyPItree-sitter-powershell0.26.4indirect
PyPItree-sitter-python0.25.0indirect
PyPItree-sitter-ruby0.23.1indirect
PyPItree-sitter-rust0.24.2indirect
PyPItree-sitter-scala0.26.2indirect
PyPItree-sitter-swift0.7.3indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItree-sitter-verilog1.0.3indirect
PyPItree-sitter-zig1.1.2indirect
PyPItriton3.8.0indirect
PyPItruststore0.10.4indirect
PyPItuf7.0.1indirect
PyPIty0.0.75indirect
PyPItypes-jsonschema4.26.0.20260518indirect
PyPItypes-pyyaml6.0.12.20260906indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPItzlocal5.4.4indirect
PyPIuritemplate4.2.0indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.7.9indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwebsockets15.0.1indirect
PyPIwheel0.48.0indirect
PyPIwrapt2.4.0indirect
PyPIwrapt2.4.1indirect
PyPIyarl1.24.5indirect
PyPIzipp4.1.0indirect
Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 377 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
transformers4.57.6indirectcritical95.10.0
nltk3.10.3indirecthigh1—

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.

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

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