Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-18 23:36 UTC

sei-protocol / omnigent

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

Python · TypeScriptApache-2.0★ 0 stars⑂ 0 forkssince Jul 2026archivedforkView on GitHub ↗
KindNetwork serviceCommand-line toolMCP serverMobile applicationWeb interfacehow this is determined

sei-protocol/omnigent holds a health index of 19 out of 100, placing it in the Critical band. It scores highest on AI Readiness (94/100) and lowest on Community & Adoption (12/100). The repository is archived, so no further maintenance is expected.

19
overall / 100
Critical

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.

19
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 59 is calibrated to 63 on the published index scale (record calibration 2026-08-02).

Ownership

sei-protocolOrganization
3,058 followers78 public repossince Mar 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIomnigent0.18.039,359415 days agoagentsllmaidatabrickscli

Metrics by category

Vitality

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

69Good · 21% of overall

Development activity

56Moderate
How it's scored
28.8/36Push recency — last push 20 days ago
9.7/36Commit cadence — 14/52 weeks with commits
18/18Commit volume — 3,528 commits in the last year
0/10OpenSSF Scorecard: Maintained — project is archived
Inputs used
commits_last_year3,528
human_commit_share0.76
days_since_last_push20
active_weeks_last_year14

Release discipline

88Excellent
How it's scored
16.2/27Ships releases — 8 version tags (no GitHub releases)
36/36Release recency — latest release 89 days ago
27/27Release cadence — a release every ~5.4 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagv0.6.0
releases_from_tagsyes
days_since_latest_release89
mean_days_between_releases5.4
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?

12Critical · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

25At Risk
How it's scored
0/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
readme_badges4
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

71Good · 23% of overall

Maintainer resilience (bus factor)

84Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
17.7/22.5Commit distribution — top contributor authored 21% of commits
13.5/13.5Contributor breadth — 97 contributors
10/10OpenSSF Scorecard: Contributors — project has 41 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled97
top_contributor_share0.213

Issue & PR responsiveness

25At Risk
How it's scored
0/42Issue resolution — no issues or no data
11.2/30PR acceptance — 6/16 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs6
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d7
issue_closed_ratio—
closed_unmerged_prs10
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

77Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 3,058 followers of sei-protocol
22.2/25Track record — 78 public repos, account ~4 yr old
Inputs used
followers3,058
owner_typeOrganization
is_verifiedno
owner_loginsei-protocol
public_repos78
account_age_days1,673

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 41 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesomnigent
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 85 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

50Moderate
How it's scored
0/30README
25/25Documentation directory
15/15Documentation / homepage site — https://omnigent.ai
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://omnigent.ai
docs_sitehttps://omnigent.ai
has_readmeno
has_docs_diryes
has_descriptionno

Security

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

46Weak · 16% of overall

Security posture

33At Risk
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 41 contributing companies or organizations
0/10Dangerous-Workflow — 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
0/7.5Maintained — project is archived
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5SAST — no SAST tool detected
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 136 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.3
Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages93
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:omnigent@0.18.0 runtime dependency closure — what installing the published package pulls in — 93 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.

94Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, .github/triage_v2/AGENTS.md, .github/triage_v2/CLAUDE.md, AGENTS.md, CLAUDE.md, dev/repro-agent/AGENTS.md, dev/resolve-agent/AGENTS.md, omnigent/onboarding/agent/AGENTS.md, tests/e2e/AGENTS.md, tests/integration/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://omnigent.ai/llms.txt)
40/40Legible commit history — 75 of 76 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://omnigent.ai/llms.txt
legible_history_share0.987
agent_instruction_files.github/copilot-instructions.md, .github/triage_v2/AGENTS.md, .github/triage_v2/CLAUDE.md, AGENTS.md, CLAUDE.md, dev/repro-agent/AGENTS.md, dev/resolve-agent/AGENTS.md, omnigent/onboarding/agent/AGENTS.md, tests/e2e/AGENTS.md, tests/integration/AGENTS.md
agent_instruction_max_bytes91,429

Verify loop (build / test / typecheck)

93Exceptional
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — editors/vscode/tsconfig.json, examples/extensions/hello-page/web/tsconfig.json, omnigent/py.typed, sdks/python-client/omnigent_client/py.typed, sdks/ui/omnigent_ui_sdk/py.typed, sdks/web-extension/tsconfig.json, web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 7 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, Gemfile.lock, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesjustfile
has_devcontainerno
has_linter_configyes
typecheck_configseditors/vscode/tsconfig.json, examples/extensions/hello-page/web/tsconfig.json, omnigent/py.typed, sdks/python-client/omnigent_client/py.typed, sdks/ui/omnigent_ui_sdk/py.typed, sdks/web-extension/tsconfig.json, web/tsconfig.json
agent_commit_share0.07
toolchain_manifestsdev/omnidev/Cargo.toml, tests/codex_parity/sidecar/Cargo.toml, web/android/app/build.gradle.kts, web/android/build.gradle.kts
dependency_bot_commit_share0

Code legibility for models

79Good
How it's scored
27/45Type-checkable code — Python with type-check config (editors/vscode/tsconfig.json, examples/extensions/hello-page/web/tsconfig.json, omnigent/py.typed, sdks/python-client/omnigent_client/py.typed, sdks/ui/omnigent_ui_sdk/py.typed, sdks/web-extension/tsconfig.json, web/tsconfig.json)
52.3/55Manageable file sizes — 188/3,862 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes531,245
source_files_sampled3,862
oversized_source_files188

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — omnigent/api/routing/v1/routing.proto, openapi.json
20/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_filesomnigent/api/routing/v1/routing.proto, openapi.json
interfaces_expected_ofnetwork-service

Key facts

0GitHub stars
97contributors
3,528commits, last 12 months
20days since last push
8releases
4bus factor
0open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 3.3 / 10
3.3aggregate

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 · 2026-10-18 23:36 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 41 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
0SASTno SAST tool detected
9Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities136 existing vulnerabilities detected
Direct dependencies 121
RegistryPackageVersion constraintManifest
PyPIomnigent-client==0.14.0.dev0pyproject.toml
PyPIomnigent-ui-sdk==0.14.0.dev0pyproject.toml
PyPIpyyaml>=6.0,<7pyproject.toml
PyPIjson5>=0.10,<1pyproject.toml
PyPIopenai>=1.0,<2.45pyproject.toml
PyPIrich>=14,<15pyproject.toml
PyPIprompt_toolkit>=3.0,<4pyproject.toml
PyPImcp>=1.0,<2pyproject.toml
PyPIstarlette>=1.0.1,<2pyproject.toml
PyPIuvicorn>=0.30,<1pyproject.toml
PyPIwebsockets>=10.4,<15pyproject.toml
PyPIhttpx>=0.27,<1pyproject.toml
PyPIftfy>=6.0pyproject.toml
PyPIpsutil>=5.9,<8pyproject.toml
PyPIcel-python>=0.5pyproject.toml
PyPIkeyring>=24,<26pyproject.toml
PyPIpillow>=12.2,<13pyproject.toml
PyPItomlkit>=0.12,<1pyproject.toml
PyPIalembic>=1.0,<2pyproject.toml
PyPIanyio>=4.0,<5pyproject.toml
PyPIcachetools>=5.0,<7pyproject.toml
PyPIclick>=8.0,<10pyproject.toml
PyPIfastapi>=0.100,<1pyproject.toml
PyPIpexpect>=4.9,<5pyproject.toml
PyPIpyte>=0.8,<1pyproject.toml
PyPIpydantic>=2.0,<3pyproject.toml
PyPIsqlalchemy>=2.0,<3pyproject.toml
PyPIzstandard>=0.22,<1pyproject.toml
PyPItiktoken>=0.7,<1pyproject.toml
PyPIopentelemetry-api>=1.20,<2pyproject.toml
PyPIclaude-agent-sdk>=0.1.62pyproject.toml
PyPIopenai-agents>=0.0.17pyproject.toml
PyPIPyJWT>=2.8,<3pyproject.toml
PyPIargon2-cffi>=23.1,<24pyproject.toml
PyPIpackaging>=23,<26pyproject.toml
PyPIcertifi>=2023.7pyproject.toml
PyPIprotobuf>=6,<8pyproject.toml
PyPIpython-dateutil>=2.8,<3pyproject.toml
PyPItzdata>=2024.1pyproject.toml
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npmcmdk^1.1.1web/package.json
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npmkatex^0.16.47web/package.json
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npmmonaco-editor^0.55.1web/package.json
npmnanoid^6.0.0web/package.json
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npmpdfjs-dist^4.8.69web/package.json
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npmreact^18.2.0web/package.json
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All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Dependency advisories 0

Installing pypi:omnigent@0.18.0 pulls in 93 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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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.